Christos Faloutsos

797 papers A* 209A 78B 36C 3Misc 4Journal 278Unranked 162

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Feedback Control for Multi-Objective Graph Self-Supervision. CoRR Karish Grover, Theodore Vasiloudis, Han Xie, Sixing Lu, Xiang Song, Christos Faloutsos
2026	J	`jnl`	FraudFox: Adaptable Fraud Detection in the Real World. CoRR Matthew Butler, Yi Fan, Christos Faloutsos
2026	J	`jnl`	Text Has Curvature. CoRR Karish Grover, Hanqing Zeng, Yinglong Xia, Christos Faloutsos, Geoffrey J. Gordon
2025	A*	`conf`	CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection. ICML Karish Grover, Geoffrey J. Gordon, Christos Faloutsos
2025	J	`jnl`	CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection. CoRR Karish Grover, Geoffrey J. Gordon, Christos Faloutsos
2025	J	`jnl`	Empowering GNNs for Domain Adaptation via Denoising Target Graph. CoRR Haiyang Yu, Meng-Chieh Lee, Xiang Song, Qi Zhu, Christos Faloutsos
2025	A*	`conf`	Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization. ICML Luca Masserano, Abdul Fatir Ansari, Boran Han, Xiyuan Zhang, Christos Faloutsos, Michael W. Mahoney, Andrew Gordon Wilson, Youngsuk Park, Syama Sundar Rangapuram, Danielle C. Maddix, Bernie Wang
2025	J	`jnl`	FRAUDGUESS: Spotting and Explaining New Types of Fraud in Million-Scale Financial Data. CoRR Robson L. F. Cordeiro, Meng-Chieh Lee, Christos Faloutsos
2025	A*	`conf`	Featpilot: Automatic Feature Augmentation on Tabular Data. ICDE Jiaming Liang, Chuan Lei, Xiao Qin, Jiani Zhang, Asterios Katsifodimos, Christos Faloutsos, Huzefa Rangwala
2025	—	`conf`	HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases. ACL (1) Meng-Chieh Lee, Qi Zhu, Costas Mavromatis, Zhen Han, Soji Adeshina, Vassilis N. Ioannidis, Huzefa Rangwala, Christos Faloutsos
2025	A*	`conf`	Kronecker Generative Models for Power-Law Patterns in Real-World Hypergraphs. WWW Minyoung Choe, Jihoon Ko, Taehyung Kwon, Kijung Shin, Christos Faloutsos
2025	J	`jnl`	LAKEGEN: A LLM-based Tabular Corpus Generator for Evaluating Dataset Discovery in Data Lakes. CoRR Zhenwei Dai, Chuan Lei, Asterios Katsifodimos, Xiao Qin, Christos Faloutsos, Huzefa Rangwala
2025	J	`jnl`	Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models. CoRR Xiyuan Zhang, Danielle C. Maddix, Junming Yin, Nick Erickson, Abdul Fatir Ansari, Boran Han, Shuai Zhang, Leman Akoglu, Christos Faloutsos, Michael W. Mahoney, Cuixiong Hu, Huzefa Rangwala, George Karypis, Bernie Wang
2025	J	`jnl`	OmniMatch: Joinability Discovery in Data Products. Proc. VLDB Endow. Christos Koutras, Jiani Zhang, Xiao Qin, Chuan Lei, Vassilis N. Ioannidis, Christos Faloutsos, George Karypis, Asterios Katsifodimos
2025	—	`conf`	PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes. NAACL (Findings) Xuming Hu, Chuan Lei, Xiao Qin, Asterios Katsifodimos, Christos Faloutsos, Huzefa Rangwala
2025	J	`jnl`	Principled Mining, Forecasting, and Monitoring of Honeybee Time Series with EBV+. ACM Trans. Knowl. Discov. Data Shamima Hossain, Christos Faloutsos, Boris Baer, Hyoseung Kim, Vassilis J. Tsotras
2025	B	`conf`	Prototype-Integrated Representation Learning for Novelty Detection. TrustCom Saranya Vijayakumar, Christos Faloutsos, Matt Fredrikson
2025	A*	`conf`	Spectro-Riemannian Graph Neural Networks. ICLR Karish Grover, Haiyang Yu, Xiang Song, Qi Zhu, Han Xie, Vassilis N. Ioannidis, Christos Faloutsos
2025	J	`jnl`	Spectro-Riemannian Graph Neural Networks. CoRR Karish Grover, Haiyang Yu, Xiang Song, Qi Zhu, Han Xie, Vassilis N. Ioannidis, Christos Faloutsos
2025	J	`jnl`	Understanding Transformers for Time Series: Rank Structure, Flow-of-ranks, and Compressibility. CoRR Annan Yu, Danielle C. Maddix, Boran Han, Xiyuan Zhang, Abdul Fatir Ansari, Oleksandr Shchur, Christos Faloutsos, Andrew Gordon Wilson, Michael W. Mahoney, Yuyang Wang
2025	J	`jnl`	Understanding the Implicit Biases of Design Choices for Time Series Foundation Models. CoRR Annan Yu, Danielle C. Maddix, Boran Han, Xiyuan Zhang, Abdul Fatir Ansari, Oleksandr Shchur, Christos Faloutsos, Andrew Gordon Wilson, Michael W. Mahoney, Yuyang Wang
2024	A*	`conf`	4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs. NeurIPS Minjie Wang, Quan Gan, David Wipf, Zheng Zhang, Christos Faloutsos, Weinan Zhang, Muhan Zhang, Zhenkun Cai, Jiahang Li, Zunyao Mao, Yakun Song, Jianheng Tang, Yanlin Zhang, Guang Yang, Chuan Lei, Xiao Qin, Ning Li, Han Zhang, Yanbo Wang, Zizhao Zhang
2024	—	`conf`	4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs. VLDB Workshops Minjie Wang, Quan Gan, David Wipf, Zhenkun Cai, Ning Li, Jianheng Tang, Yanlin Zhang, Zizhao Zhang, Zunyao Mao, Yakun Song, Yanbo Wang, Jiahang Li, Han Zhang, Guang Yang, Xiao Qin, Chuan Lei, Muhan Zhang, Weinan Zhang, Christos Faloutsos, Zheng Zhang
2024	J	`jnl`	4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs. CoRR Minjie Wang, Quan Gan, David Wipf, Zhenkun Cai, Ning Li, Jianheng Tang, Yanlin Zhang, Zizhao Zhang, Zunyao Mao, Yakun Song, Yanbo Wang, Jiahang Li, Han Zhang, Guang Yang, Xiao Qin, Chuan Lei, Muhan Zhang, Weinan Zhang, Christos Faloutsos, Zheng Zhang
2024	J	`jnl`	A Flexible Forecasting Stack. Proc. VLDB Endow. Tim Januschowski, Yuyang Wang, Jan Gasthaus, Syama Sundar Rangapuram, Caner Türkmen, Jasper Zschiegner, Lorenzo Stella, Michael Bohlke-Schneider, Danielle C. Maddix, Konstantinos Benidis, Alexander Alexandrov, Christos Faloutsos, Sebastian Schelter
2024	J	`jnl`	Automatic Question-Answer Generation for Long-Tail Knowledge. CoRR Rohan Kumar, Youngmin Kim, Sunitha Ravi, Haitian Sun, Christos Faloutsos, Ruslan Salakhutdinov, Minji Yoon
2024	J	`jnl`	Correction to: TurboLift: fast accuracy lifting for historical data recovery. VLDB J. Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
2024	A*	`conf`	CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage. EMNLP Costas Mavromatis, Balasubramaniam Srinivasan, Zhengyuan Shen, Jiani Zhang, Huzefa Rangwala, Christos Faloutsos, George Karypis
2024	A*	`conf`	DATALORE: Can a Large Language Model Find All Lost Scrolls in a Data Repository? ICDE Yuze Lou, Chuan Lei, Xiao Qin, Zichen Wang, Christos Faloutsos, Rishita Anubhai, Huzefa Rangwala
2024	—	`conf`	DiffFind: Discovering Differential Equations from Time Series. PAKDD (6) Lalithsai Posam, Shubhranshu Shekhar, Meng-Chieh Lee, Christos Faloutsos
2024	A	`conf`	EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series. SDM Shamima Hossain, Christos Faloutsos, Boris Baer, Hyoseung Kim, Vassilis J. Tsotras
2024	J	`jnl`	EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series. CoRR Shamima Hossain, Christos Faloutsos, Boris Baer, Hyoseung Kim, Vassilis J. Tsotras
2024	J	`jnl`	Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization. CoRR Luca Masserano, Abdul Fatir Ansari, Boran Han, Xiyuan Zhang, Christos Faloutsos, Michael W. Mahoney, Andrew Gordon Wilson, Youngsuk Park, Syama Sundar Rangapuram, Danielle C. Maddix, Yuyang Wang
2024	J	`jnl`	Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition. CoRR Jielin Qiu, William Han, Winfred Wang, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Christos Faloutsos, Lei Li, Lijuan Wang
2024	J	`jnl`	Evaluating Durability: Benchmark Insights into Image and Text Watermarking. J. Data-centric Mach. Learn. Res. Jielin Qiu, William Han, Xuandong Zhao, Shangbang Long, Christos Faloutsos, Lei Li
2024	J	`jnl`	Evaluating Durability: Benchmark Insights into Multimodal Watermarking. CoRR Jielin Qiu, William Han, Xuandong Zhao, Shangbang Long, Christos Faloutsos, Lei Li
2024	J	`jnl`	FeatNavigator: Automatic Feature Augmentation on Tabular Data. CoRR Jiaming Liang, Chuan Lei, Xiao Qin, Jiani Zhang, Asterios Katsifodimos, Christos Faloutsos, Huzefa Rangwala
2024	J	`jnl`	GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection. CoRR Namyong Park, Ryan A. Rossi, Xing Wang, Antoine Simoulin, Nesreen K. Ahmed, Christos Faloutsos
2024	A*	`conf`	Graph Machine Learning Meets Multi-Table Relational Data. KDD Quan Gan, Minjie Wang, David Wipf, Christos Faloutsos
2024	A*	`conf`	GraphStorm: All-in-one Graph Machine Learning Framework for Industry Applications. KDD Da Zheng, Xiang Song, Qi Zhu, Jian Zhang, Theodore Vasiloudis, Runjie Ma, Houyu Zhang, Zichen Wang, Soji Adeshina, Israt Nisa, Alejandro Mottini, Qingjun Cui, Huzefa Rangwala, Belinda Zeng, Christos Faloutsos, George Karypis
2024	J	`jnl`	GraphStorm: all-in-one graph machine learning framework for industry applications. CoRR Da Zheng, Xiang Song, Qi Zhu, Jiani Zhang, Theodore Vasiloudis, Runjie Ma, Houyu Zhang, Zichen Wang, Soji Adeshina, Israt Nisa, Alejandro Mottini, Qingjun Cui, Huzefa Rangwala, Belinda Zeng, Christos Faloutsos, George Karypis
2024	J	`jnl`	Hierarchical Compression of Text-Rich Graphs via Large Language Models. CoRR Shichang Zhang, Da Zheng, Jiani Zhang, Qi Zhu, Xiang Song, Soji Adeshina, Christos Faloutsos, George Karypis, Yizhou Sun
2024	J	`jnl`	HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases. CoRR Meng-Chieh Lee, Qi Zhu, Costas Mavromatis, Zhen Han, Soji Adeshina, Vassilis N. Ioannidis, Huzefa Rangwala, Christos Faloutsos
2024	J	`jnl`	Large Language Models (LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey. Trans. Mach. Learn. Res. Xi Fang, Weijie Xu, Fiona Anting Tan, Ziqing Hu, Jiani Zhang, Yanjun Qi, Srinivasan H. Sengamedu, Christos Faloutsos
2024	J	`jnl`	Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey. CoRR Xi Fang, Weijie Xu, Fiona Anting Tan, Jiani Zhang, Ziqing Hu, Yanjun Qi, Scott Nickleach, Diego Socolinsky, Srinivasan H. Sengamedu, Christos Faloutsos
2024	J	`jnl`	McCatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets. CoRR Braulio Valentin Sanchez Vinces, Robson L. F. Cordeiro, Christos Faloutsos
2024	A*	`conf`	Mccatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets. ICDE Braulio Valentin Sanchez Vinces, Robson L. F. Cordeiro, Christos Faloutsos
2024	A*	`conf`	Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space. ICLR Hengrui Zhang, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Xiao Qin, Christos Faloutsos, Huzefa Rangwala, George Karypis
2024	—	`conf`	NETEFFECT: Discovery and Exploitation of Generalized Network Effects. PAKDD (1) Meng-Chieh Lee, Shubhranshu Shekhar, Jaemin Yoo, Christos Faloutsos
2024	A*	`conf`	NETEVOLVE: Social Network Forecasting using Multi-Agent Reinforcement Learning with Interpretable Features. WWW Kentaro Miyake, Hiroyoshi Ito, Christos Faloutsos, Hirotomo Matsumoto, Atsuyuki Morishima
2024	A*	`conf`	NetInfoF Framework: Measuring and Exploiting Network Usable Information. ICLR Meng-Chieh Lee, Haiyang Yu, Jian Zhang, Vassilis N. Ioannidis, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos
2024	J	`jnl`	NetInfoF Framework: Measuring and Exploiting Network Usable Information. CoRR Meng-Chieh Lee, Haiyang Yu, Jian Zhang, Vassilis N. Ioannidis, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos
2024	J	`jnl`	OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories. CoRR Christos Koutras, Jiani Zhang, Xiao Qin, Chuan Lei, Vasileios Ioannidis, Christos Faloutsos, George Karypis, Asterios Katsifodimos
2024	A*	`conf`	OpenTab: Advancing Large Language Models as Open-domain Table Reasoners. ICLR Kezhi Kong, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Chuan Lei, Christos Faloutsos, Huzefa Rangwala, George Karypis
2024	J	`jnl`	OpenTab: Advancing Large Language Models as Open-domain Table Reasoners. CoRR Kezhi Kong, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Chuan Lei, Christos Faloutsos, Huzefa Rangwala, George Karypis
2024	A	`conf`	Revisit Orthogonality in Graph-Regularized MLPs. CIKM Hengrui Zhang, Shen Wang, Vassilis N. Ioannidis, Soji Adeshina, Jiani Zhang, Xiao Qin, Christos Faloutsos, Da Zheng, George Karypis, Philip S. Yu
2024	—	`conf`	SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. EMNLP (Findings) Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Babak Damavandi, Xin Dong, Christos Faloutsos, Lei Li, Seungwhan Moon
2024	J	`jnl`	SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. CoRR Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Xin Luna Dong, Christos Faloutsos, Lei Li, Babak Damavandi, Seungwhan Moon
2024	A*	`conf`	T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking. AAAI Pratheeksha Nair, Javin Liu, Catalina Vajiac, Andreas M. Olligschlaeger, Duen Horng Chau, Mirela T. Cazzolato, Cara Jones, Christos Faloutsos, Reihaneh Rabbany
2024	A*	`conf`	TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning. SIGIR Jing Zhu, Xiang Song, Vassilis N. Ioannidis, Danai Koutra, Christos Faloutsos
2023	J	`jnl`	Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances. Proc. VLDB Endow. John Paparrizos, Kaize Wu, Aaron J. Elmore, Christos Faloutsos, Michael J. Franklin
2023	—	`conf`	Automatic Table Union Search with Tabular Representation Learning. ACL (Findings) Xuming Hu, Shen Wang, Xiao Qin, Chuan Lei, Zhengyuan Shen, Christos Faloutsos, Asterios Katsifodimos, George Karypis, Lijie Wen, Philip S. Yu
2023	J	`jnl`	Benefit-aware early prediction of health outcomes on multivariate EEG time series. J. Biomed. Informatics Shubhranshu Shekhar, Dhivya Eswaran, Bryan Hooi, Jonathan Elmer, Christos Faloutsos, Leman Akoglu
2023	A	`conf`	CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs. CIKM Mirela Teixeira Cazzolato, Saranya Vijayakumar, Meng-Chieh Lee, Catalina Vajiac, Namyong Park, Pedro Fidalgo, Agma J. M. Traina, Christos Faloutsos
2023	—	`conf`	Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs. ACL (Findings) Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang
2023	J	`jnl`	Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs. CoRR Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang
2023	J	`jnl`	DeltaShield: Information Theory for Human- Trafficking Detection. ACM Trans. Knowl. Discov. Data Catalina Vajiac, Meng-Chieh Lee, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Andreas M. Olligschlaeger, Cara Jones, Reihaneh Rabbany, Christos Faloutsos
2023	J	`jnl`	ExplainFix: Explainable Spatially Fixed Deep Networks. CoRR Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio J. C. Campilho
2023	J	`jnl`	ExplainFix: Explainable spatially fixed deep networks. WIREs Data. Mining. Knowl. Discov. Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio Campilho
2023	B	`conf`	Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools. CBMS Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Christos Faloutsos, Agma J. M. Traina
2023	A*	`conf`	GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection. NeurIPS Namyong Park, Ryan A. Rossi, Xing Wang, Antoine Simoulin, Nesreen K. Ahmed, Christos Faloutsos
2023	A*	`conf`	Less is More: SlimG for Accurate, Robust, and Interpretable Graph Mining. KDD Jaemin Yoo, Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos
2023	A*	`conf`	MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning. ICLR Namyong Park, Ryan A. Rossi, Nesreen K. Ahmed, Christos Faloutsos
2023	J	`jnl`	Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space. CoRR Hengrui Zhang, Jiani Zhang, Balasubramaniam Srinivasan, Zhengyuan Shen, Xiao Qin, Christos Faloutsos, Huzefa Rangwala, George Karypis
2023	J	`jnl`	OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization. CoRR Hengrui Zhang, Shen Wang, Vassilis N. Ioannidis, Soji Adeshina, Jiani Zhang, Xiao Qin, Christos Faloutsos, Da Zheng, George Karypis, Philip S. Yu
2023	A*	`conf`	PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction. WWW Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun
2023	J	`jnl`	PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction. CoRR Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun
2023	A*	`conf`	TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs. AAAI Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Duen Horng Chau, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos
2023	J	`jnl`	TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning. CoRR Jing Zhu, Xiang Song, Vassilis N. Ioannidis, Danai Koutra, Christos Faloutsos
2023	J	`jnl`	TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking. IEEE Trans. Vis. Comput. Graph. Catalina Vajiac, Duen Horng Chau, Andreas M. Olligschlaeger, Rebecca Mackenzie, Pratheeksha Nair, Meng-Chieh Lee, Yifei Li, Namyong Park, Reihaneh Rabbany, Christos Faloutsos
2023	—	`conf`	Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs. ECML/PKDD (3) Costas Mavromatis, Vassilis N. Ioannidis, Shen Wang, Da Zheng, Soji Adeshina, Jun Ma, Han Zhao, Christos Faloutsos, George Karypis
2023	J	`jnl`	Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs. CoRR Costas Mavromatis, Vassilis N. Ioannidis, Shen Wang, Da Zheng, Soji Adeshina, Jun Ma, Han Zhao, Christos Faloutsos, George Karypis
2023	J	`jnl`	UltraProp: Principled and Explainable Propagation on Large Graphs. CoRR Meng-Chieh Lee, Shubhranshu Shekhar, Jaemin Yoo, Christos Faloutsos
2023	J	`jnl`	Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection. CoRR Costas Mavromatis, Balasubramaniam Srinivasan, Zhengyuan Shen, Jiani Zhang, Huzefa Rangwala, Christos Faloutsos, George Karypis
2022	J	`jnl`	AutoGML: Fast Automatic Model Selection for Graph Machine Learning. CoRR Namyong Park, Ryan A. Rossi, Nesreen K. Ahmed, Christos Faloutsos
2022	J	`jnl`	Autonomous graph mining algorithm search with best performance trade-off. Knowl. Inf. Syst. Minji Yoon, Théophile Gervet, Bryan Hooi, Christos Faloutsos
2022	J	`jnl`	CGC: Contrastive Graph Clustering for Community Detection and Tracking. CoRR Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen K. Ahmed, Christos Faloutsos
2022	A*	`conf`	CGC: Contrastive Graph Clustering forCommunity Detection and Tracking. WWW Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen K. Ahmed, Christos Faloutsos
2022	A*	`conf`	Coarse-to-Fine Sparse Sequential Recommendation. SIGIR Jiacheng Li, Tong Zhao, Jin Li, Jim Chan, Christos Faloutsos, George Karypis, Soo-Min Pantel, Julian J. McAuley
2022	J	`jnl`	Coarse-to-Fine Sparse Sequential Recommendation. CoRR Jiacheng Li, Tong Zhao, Jin Li, Jim Chan, Christos Faloutsos, George Karypis, Soo-Min Pantel, Julian J. McAuley
2022	J	`jnl`	ColdGuess: A General and Effective Relational Graph Convolutional Network to Tackle Cold Start Cases. CoRR Bo He, Xiang Song, Vincent Gao, Christos Faloutsos
2022	A	`conf`	DualCast: Friendship-Preference Co-evolution Forecasting for Attributed Networks. SDM Hiroyoshi Ito, Christos Faloutsos
2022	A	`conf`	EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs. WSDM Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong
2022	J	`jnl`	EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs. CoRR Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong
2022	—	`conf`	HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection. BHI Elvin Johnson, Shreshta Mohan, Alex Gaudio, Asim Smailagic, Christos Faloutsos, Aurélio Campilho
2022	J	`jnl`	HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection. CoRR Elvin Johnson, Shreshta Mohan, Alex Gaudio, Asim Smailagic, Christos Faloutsos, Aurélio Campilho
2022	A*	`conf`	Nimble GNN Embedding with Tensor-Train Decomposition. KDD Chunxing Yin, Da Zheng, Israt Nisa, Christos Faloutsos, George Karypis, Richard W. Vuduc
2022	J	`jnl`	Nimble GNN Embedding with Tensor-Train Decomposition. CoRR Chunxing Yin, Da Zheng, Israt Nisa, Christos Faloutsos, George Karypis, Richard W. Vuduc
2022	A*	`conf`	OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision. WWW Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han
2022	J	`jnl`	OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision. CoRR Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han
2022	J	`jnl`	Real-Time Anomaly Detection in Edge Streams. ACM Trans. Knowl. Discov. Data Siddharth Bhatia, Rui Liu, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos
2022	—	`conf`	ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning. LoG Zhenwei Dai, Vasileios Ioannidis, Soji Adeshina, Zak Jost, Christos Faloutsos, George Karypis
2022	J	`jnl`	ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning. CoRR Zhenwei Dai, Vasileios Ioannidis, Soji Adeshina, Zak Jost, Christos Faloutsos, George Karypis
2022	J	`jnl`	SlenderGNN: Accurate, Robust, and Interpretable GNN, and the Reasons for its Success. CoRR Jaemin Yoo, Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos
2022	B	`conf`	Star-Bridge: a topological multidimensional subgraph analysis to detect fraudulent nodes and rings in telecom networks. IEEE Big Data Pedro Fidalgo, Rui J. Lopes, Christos Faloutsos
2022	J	`jnl`	TG-OUT: temporal outlier patterns detection in Twitter attribute induced graphs. World Wide Web Ilias Dimitriadis, Marinos Poiitis, Christos Faloutsos, Athena Vakali
2022	B	`conf`	TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs. IEEE Big Data Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos
2022	—	`conf`	VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking. WWW (Companion Volume) Pratheeksha Nair, Yifei Li, Catalina Vajiac, Andreas M. Olligschlaeger, Meng-Chieh Lee, Namyong Park, Duen Horng Chau, Christos Faloutsos, Reihaneh Rabbany
2021	J	`jnl`	Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series. CoRR Shubhranshu Shekhar, Dhivya Eswaran, Bryan Hooi, Jonathan Elmer, Christos Faloutsos, Leman Akoglu
2021	—	`conf`	Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems. L4DC Rui Wang, Danielle C. Maddix, Christos Faloutsos, Yuyang Wang, Rose Yu
2021	J	`jnl`	CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams. ACM Trans. Knowl. Discov. Data Kijung Shin, Euiwoong Lee, Jinoh Oh, Mohammad Hammoud, Christos Faloutsos
2021	—	`conf`	DiffXtract: Joint Discriminative Product Attribute-Value Extraction. ICBK Varun Embar, Andrey Kan, Bunyamin Sisman, Christos Faloutsos, Lise Getoor
2021	A	`conf`	EX3: Explainable Attribute-aware Item-set Recommendations. RecSys Yikun Xian, Tong Zhao, Jin Li, Jim Chan, Andrey Kan, Jun Ma, Xin Luna Dong, Christos Faloutsos, George Karypis, S. Muthukrishnan, Yongfeng Zhang
2021	J	`jnl`	EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection. Future Gener. Comput. Syst. Wenjie Feng, Shenghua Liu, Christos Faloutsos, Bryan Hooi, Huawei Shen, Xueqi Cheng
2021	—	`conf`	Gen IEEE BigData Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos, Timothy Noah Hutson, Leon D. Iasemidis
2021	A*	`conf`	INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection. ICDE Meng-Chieh Lee, Catalina Vajiac, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Cara Jones, Reihaneh Rabbany, Christos Faloutsos
2021	J	`jnl`	gen2Out: Detecting and Ranking Generalized Anomalies. CoRR Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos, Timothy Noah Hutson, Leon D. Iasemidis
2020	—	`conf`	AutoAudit: Mining Accounting and Time-Evolving Graphs. IEEE BigData Meng-Chieh Lee, Yue Zhao, Aluna Wang, Pierre Jinghong Liang, Leman Akoglu, Vincent S. Tseng, Christos Faloutsos
2020	J	`jnl`	AutoAudit: Mining Accounting and Time-Evolving Graphs. CoRR Meng-Chieh Lee, Yue Zhao, Aluna Wang, Pierre Jinghong Liang, Leman Akoglu, Vincent S. Tseng, Christos Faloutsos
2020	A	`conf`	AutoBlock: A Hands-off Blocking Framework for Entity Matching. WSDM Wei Zhang, Hao Wei, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, David Page
2020	A*	`conf`	AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types. KDD Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han
2020	J	`jnl`	AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types. CoRR Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han
2020	A*	`conf`	Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off. ICDM Minji Yoon, Théophile Gervet, Bryan Hooi, Christos Faloutsos
2020	J	`jnl`	Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off. CoRR Minji Yoon, Théophile Gervet, Bryan Hooi, Christos Faloutsos
2020	J	`jnl`	Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems. CoRR Rui Wang, Danielle C. Maddix, Christos Faloutsos, Yuyang Wang, Rose Yu
2020	A*	`conf`	Collective Multi-type Entity Alignment Between Knowledge Graphs. WWW Qi Zhu, Hao Wei, Bunyamin Sisman, Da Zheng, Christos Faloutsos, Xin Luna Dong, Jiawei Han
2020	—	`conf`	Contrastive Entity Linkage: Mining Variational Attributes from Large Catalogs for Entity Linkage. AKBC Varun Embar, Bunyamin Sisman, Hao Wei, Xin Luna Dong, Christos Faloutsos, Lise Getoor
2020	J	`jnl`	Dynamic Graph-Based Anomaly Detection in the Electrical Grid. CoRR Shimiao Li, Amritanshu Pandey, Bryan Hooi, Christos Faloutsos, Larry T. Pileggi
2020	J	`jnl`	Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach. CoRR Minji Yoon, Bryan Hooi, Kijung Shin, Christos Faloutsos
2020	J	`jnl`	Fast and Effective Distribution-Key Recommendation for Amazon Redshift. Proc. VLDB Endow. Panos Parchas, Yonatan Naamad, Peter Van Bouwel, Christos Faloutsos, Michalis Petropoulos
2020	J	`jnl`	Fast and memory-efficient algorithms for high-order Tucker decomposition. Knowl. Inf. Syst. Jiyuan Zhang, Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu
2020	J	`jnl`	Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams. ACM Trans. Knowl. Discov. Data Kijung Shin, Sejoon Oh, Jisu Kim, Bryan Hooi, Christos Faloutsos
2020	—	`conf`	Forecasting Big Time Series: Theory and Practice. WWW (Companion Volume) Christos Faloutsos, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Yuyang Wang
2020	A*	`conf`	Higher-Order Label Homogeneity and Spreading in Graphs. WWW Dhivya Eswaran, Srijan Kumar, Christos Faloutsos
2020	J	`jnl`	Higher-Order Label Homogeneity and Spreading in Graphs. CoRR Dhivya Eswaran, Srijan Kumar, Christos Faloutsos
2020	A*	`conf`	J-Recs: Principled and Scalable Recommendation Justification. ICDM Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong
2020	J	`jnl`	J-Recs: Principled and Scalable Recommendation Justification. CoRR Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong
2020	A*	`conf`	Midas: Microcluster-Based Detector of Anomalies in Edge Streams. AAAI Siddharth Bhatia, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos
2020	A*	`conf`	MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals. KDD Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
2020	J	`jnl`	MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals. CoRR Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
2020	A*	`conf`	Octet: Online Catalog Taxonomy Enrichment with Self-Supervision. KDD Yuning Mao, Tong Zhao, Andrey Kan, Chenwei Zhang, Xin Luna Dong, Christos Faloutsos, Jiawei Han
2020	J	`jnl`	Octet: Online Catalog Taxonomy Enrichment with Self-Supervision. CoRR Yuning Mao, Tong Zhao, Andrey Kan, Chenwei Zhang, Xin Luna Dong, Christos Faloutsos, Jiawei Han
2020	A	`conf`	P-Companion: A Principled Framework for Diversified Complementary Product Recommendation. CIKM Junheng Hao, Tong Zhao, Jin Li, Xin Luna Dong, Christos Faloutsos, Yizhou Sun, Wei Wang
2020	A*	`conf`	Provably Robust Node Classification via Low-Pass Message Passing. ICDM Yiwei Wang, Shenghua Liu, Minji Yoon, Hemank Lamba, Wei Wang, Christos Faloutsos, Bryan Hooi
2020	J	`jnl`	Real-Time Streaming Anomaly Detection in Dynamic Graphs. CoRR Siddharth Bhatia, Rui Liu, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos
2020	—	`conf`	TRIAGE: Temporal Twitter attribute graph patterns. WIMS Ilias Dimitriadis, Marinos Poiitis, Christos Faloutsos, Athena Vakali
2020	A*	`conf`	TellTail: Fast Scoring and Detection of Dense Subgraphs. AAAI Bryan Hooi, Kijung Shin, Hemank Lamba, Christos Faloutsos
2020	J	`jnl`	Temporal locality-aware sampling for accurate triangle counting in real graph streams. VLDB J. Dongjin Lee, Kijung Shin, Christos Faloutsos
2020	J	`jnl`	TurboLift: fast accuracy lifting for historical data recovery. VLDB J. Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
2019	J	`jnl`	A Contrast Metric for Fraud Detection in Rich Graphs. IEEE Trans. Knowl. Data Eng. Shenghua Liu, Bryan Hooi, Christos Faloutsos
2019	J	`jnl`	Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12 Iss. 1). ACM Trans. Knowl. Discov. Data Matthijs van Leeuwen, Polo Chau, Jilles Vreeken, Dafna Shahaf, Christos Faloutsos
2019	J	`jnl`	AutoBlock: A Hands-off Blocking Framework for Entity Matching. CoRR Wei Zhang, Hao Wei, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, David Page
2019	—	`conf`	Beyond Outliers and on to Micro-clusters: Vision-Guided Anomaly Detection. PAKDD (1) Wenjie Feng, Shenghua Liu, Christos Faloutsos, Bryan Hooi, Huawei Shen, Xueqi Cheng
2019	A	`conf`	Branch and Border: Partition-Based Change Detection in Multivariate Time Series. SDM Bryan Hooi, Christos Faloutsos
2019	—	`conf`	Classical and Contemporary Approaches to Big Time Series Forecasting. SIGMOD Conference Christos Faloutsos, Jan Gasthaus, Tim Januschowski, Yuyang Wang
2019	J	`jnl`	Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data. IEEE Trans. Knowl. Data Eng. Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha P. Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell
2019	A*	`conf`	Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks. KDD Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
2019	J	`jnl`	Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks. CoRR Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
2019	A*	`conf`	Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach. KDD Minji Yoon, Bryan Hooi, Kijung Shin, Christos Faloutsos
2019	A*	`conf`	Forecasting Big Time Series: Theory and Practice. KDD Christos Faloutsos, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Yuyang Wang
2019	J	`jnl`	Impact of Load Models on Power Flow Optimization. CoRR Marko Jereminov, Bryan Hooi, Amritanshu Pandey, Hyun Ah Song, Christos Faloutsos, Lawrence T. Pileggi
2019	A*	`conf`	Intervention-Aware Early Warning. ICDM Dhivya Eswaran, Christos Faloutsos, Nina Mishra, Yonatan Naamad
2019	J	`jnl`	MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams. CoRR Siddharth Bhatia, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos
2019	A	`conf`	SMF: Drift-Aware Matrix Factorization with Seasonal Patterns. SDM Bryan Hooi, Kijung Shin, Shenghua Liu, Christos Faloutsos
2019	J	`jnl`	TensorCast: forecasting and mining with coupled tensors. Knowl. Inf. Syst. Miguel Araujo, Pedro Manuel Pinto Ribeiro, Hyun Ah Song, Christos Faloutsos
2019	J	`jnl`	WebHound: a data-driven intrusion detection from real-world web access logs. Soft Comput. Te-En Wei, Hahn-Ming Lee, Albert B. Jeng, Hemank Lamba, Christos Faloutsos
2018	A*	`conf`	Ares: Automatic Disaggregation of Historical Data. ICDE Fan Yang, Hyun Ah Song, Zongge Liu, Christos Faloutsos, Vladimir Zadorozhny, Nicholas D. Sidiropoulos
2018	—	`conf`	Beyond Outlier Detection: LookOut for Pictorial Explanation. ECML/PKDD (1) Nikhil Gupta, Dhivya Eswaran, Neil Shah, Leman Akoglu, Christos Faloutsos
2018	A	`conf`	ChangeDAR: Online Localized Change Detection for Sensor Data on a Graph. CIKM Bryan Hooi, Leman Akoglu, Dhivya Eswaran, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos
2018	J	`jnl`	DiSLR: Distributed Sampling with Limited Redundancy For Triangle Counting in Graph Streams. CoRR Kijung Shin, Euiwoong Lee, Jinoh Oh, Mohammad Hammoud, Christos Faloutsos
2018	J	`jnl`	Did We Get It Right? Predicting Query Performance in E-commerce Search. CoRR Rohan Kumar, Mohit Kumar, Neil Shah, Christos Faloutsos
2018	—	`conf`	Did We Get It Right? Predicting Query Performance in e-Commerce Search. eCOM@SIGIR Rohan Kumar, Mohit Kumar, Neil Shah, Christos Faloutsos
2018	A	`conf`	Disk-based Matrix Completion for Memory Limited Devices. CIKM Dongha Lee, Jinoh Oh, Christos Faloutsos, Byungju Kim, Hwanjo Yu
2018	J	`jnl`	Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining. ACM Trans. Knowl. Discov. Data Kijung Shin, Bryan Hooi, Christos Faloutsos
2018	J	`jnl`	Forecasting Big Time Series: Old and New. Proc. VLDB Endow. Christos Faloutsos, Jan Gasthaus, Tim Januschowski, Yuyang Wang
2018	—	`ch.`	Fraud Detection Using Social Network Analysis: A Case Study. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Duen Horng Chau, Christos Faloutsos
2018	—	`conf`	GridWatch: Sensor Placement and Anomaly Detection in the Electrical Grid. ECML/PKDD (1) Bryan Hooi, Dhivya Eswaran, Hyun Ah Song, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos
2018	J	`jnl`	HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical Data. Proc. VLDB Endow. Faisal M. Almutairi, Fan Yang, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
2018	—	`conf`	LinkNBed: Multi-Graph Representation Learning with Entity Linkage. ACL (1) Rakshit S. Trivedi, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, Jun Ma, Hongyuan Zha
2018	J	`jnl`	LinkNBed: Multi-Graph Representation Learning with Entity Linkage. CoRR Rakshit S. Trivedi, Bunyamin Sisman, Jun Ma, Christos Faloutsos, Hongyuan Zha, Xin Luna Dong
2018	—	`conf`	ONE-M: Modeling the Co-evolution of Opinions and Network Connections. ECML/PKDD (2) Aastha Nigam, Kijung Shin, Ashwin Bahulkar, Bryan Hooi, David Hachen, Boleslaw K. Szymanski, Christos Faloutsos, Nitesh V. Chawla
2018	J	`jnl`	On Power Law Growth of Social Networks. IEEE Trans. Knowl. Data Eng. Chengxi Zang, Peng Cui, Christos Faloutsos, Wenwu Zhu
2018	J	`jnl`	Out-of-Core and Distributed Algorithms for Dense Subtensor Mining. CoRR Kijung Shin, Bryan Hooi, Jisu Kim, Christos Faloutsos
2018	J	`jnl`	Patterns and anomalies in k-cores of real-world graphs with applications. Knowl. Inf. Syst. Kijung Shin, Tina Eliassi-Rad, Christos Faloutsos
2018	A	`conf`	REV2: Fraudulent User Prediction in Rating Platforms. WSDM Srijan Kumar, Bryan Hooi, Disha Makhija, Mohit Kumar, Christos Faloutsos, V. S. Subrahmanian
2018	A*	`conf`	SDREGION: Fast Spotting of Changing Communities in Biological Networks. KDD Serene W. H. Wong, Chiara Pastrello, Max Kotlyar, Christos Faloutsos, Igor Jurisica
2018	A*	`conf`	SedanSpot: Detecting Anomalies in Edge Streams. ICDM Dhivya Eswaran, Christos Faloutsos
2018	—	`conf`	Social-Affiliation Networks: Patterns and the SOAR Model. ECML/PKDD (2) Dhivya Eswaran, Reihaneh Rabbany, Artur W. Dubrawski, Christos Faloutsos
2018	A*	`conf`	SpotLight: Detecting Anomalies in Streaming Graphs. KDD Dhivya Eswaran, Christos Faloutsos, Sudipto Guha, Nina Mishra
2018	A	`conf`	StreamCast: Fast and Online Mining of Power Grid Time Sequences. SDM Bryan Hooi, Hyun Ah Song, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos
2018	A*	`conf`	TensorCast: Forecasting Time-Evolving Networks with Contextual Information. IJCAI Miguel Araujo, Pedro Manuel Pinto Ribeiro, Christos Faloutsos
2018	—	`conf`	Think Before You Discard: Accurate Triangle Counting in Graph Streams with Deletions. ECML/PKDD (2) Kijung Shin, Jisu Kim, Bryan Hooi, Christos Faloutsos
2018	—	`conf`	Tri-Fly: Distributed Estimation of Global and Local Triangle Counts in Graph Streams. PAKDD (3) Kijung Shin, Mohammad Hammoud, Euiwoong Lee, Jinoh Oh, Christos Faloutsos
2017	A*	`conf`	AutoCyclone: Automatic Mining of Cyclic Online Activities with Robust Tensor Factorization. WWW Tsubasa Takahashi, Bryan Hooi, Christos Faloutsos
2017	—	`conf`	BeatLex: Summarizing and Forecasting Time Series with Patterns. ECML/PKDD (2) Bryan Hooi, Shenghua Liu, Asim Smailagic, Christos Faloutsos
2017	—	`conf`	Beyond Assortativity: Proclivity Index for Attributed Networks (ProNe). PAKDD (1) Reihaneh Rabbany, Dhivya Eswaran, Artur W. Dubrawski, Christos Faloutsos
2017	A	`conf`	BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals. SDM Xiao Fu, Kejun Huang, Otilia Stretcu, Hyun Ah Song, Evangelos E. Papalexakis, Partha P. Talukdar, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Barnabás Póczos
2017	A	`conf`	D-Cube: Dense-Block Detection in Terabyte-Scale Tensors. WSDM Kijung Shin, Bryan Hooi, Jisu Kim, Christos Faloutsos
2017	J	`jnl`	DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data. J. Inf. Sci. Eng. Sun-Hee Kim, Lei Li, Christos Faloutsos, Hyung-Jeong Yang, Seong-Whan Lee
2017	A*	`conf`	DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams. KDD Kijung Shin, Bryan Hooi, Jisu Kim, Christos Faloutsos
2017	J	`jnl`	DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams. CoRR Kijung Shin, Bryan Hooi, Jisu Kim, Christos Faloutsos
2017	J	`jnl`	EagleMine: Vision-Guided Mining in Large Graphs. CoRR Wenjie Feng, Shenghua Liu, Christos Faloutsos, Bryan Hooi, Huawei Shen, Xueqi Cheng
2017	J	`jnl`	Ecosystem on the Web: non-linear mining and forecasting of co-evolving online activities. World Wide Web Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
2017	C	`conf`	EyeQual: Accurate, Explainable, Retinal Image Quality Assessment. ICMLA Pedro Costa, Aurélio J. C. Campilho, Bryan Hooi, Asim Smailagic, Kris Kitani, Shenghua Liu, Christos Faloutsos, Adrian Galdran
2017	J	`jnl`	Facebook wall posts: a model of user behaviors. Soc. Netw. Anal. Min. Pravallika Devineni, Danai Koutra, Michalis Faloutsos, Christos Faloutsos
2017	J	`jnl`	FairJudge: Trustworthy User Prediction in Rating Platforms. CoRR Srijan Kumar, Bryan Hooi, Disha Makhija, Mohit Kumar, Christos Faloutsos, V. S. Subrahmanian
2017	J	`jnl`	Fast, Warped Graph Embedding: Unifying Framework and One-Click Algorithm. CoRR Siheng Chen, Sufeng Niu, Leman Akoglu, Jelena Kovacevic, Christos Faloutsos
2017	J	`jnl`	Fraud Detection in Comparison-Shopping Services: Patterns and Anomalies in User Click Behaviors. IEICE Trans. Inf. Syst. Sang-Chul Lee, Christos Faloutsos, Dong-Kyu Chae, Sang-Wook Kim
2017	—	`conf`	GB-R: A Fast and Effective Gray-Box Reconstruction of Cascade Time-Series. ICDM Workshops Hyun Ah Song, Fan Yang, Zongge Liu, Wilbert Van Panhuis, Nicholas D. Sidiropoulos, Christos Faloutsos, Vladimir Zadorozhny
2017	J	`jnl`	Graph-Based Fraud Detection in the Face of Camouflage. ACM Trans. Knowl. Discov. Data Bryan Hooi, Kijung Shin, Hyun Ah Song, Alex Beutel, Neil Shah, Christos Faloutsos
2017	A	`conf`	H-Fuse: Efficient Fusion of Aggregated Historical Data. SDM Zongge Liu, Hyun Ah Song, Vladimir Zadorozhny, Christos Faloutsos, Nicholas D. Sidiropoulos
2017	A	`conf`	HoloScope: Topology-and-Spike Aware Fraud Detection. CIKM Shenghua Liu, Bryan Hooi, Christos Faloutsos
2017	J	`jnl`	HoloScope: Topology-and-Spike Aware Fraud Detection. CoRR Shenghua Liu, Bryan Hooi, Christos Faloutsos
2017	—	`book`	Individual and Collective Graph Mining: Principles, Algorithms, and Applications Individual and Collective Graph Mining Danai Koutra, Christos Faloutsos
2017	—	`conf`	Linear load model for robust power system analysis. ISGT Europe Marko Jereminov, Amritanshu Pandey, Hyun Ah Song, Bryan Hooi, Christos Faloutsos, Larry T. Pileggi
2017	A*	`conf`	Long Short Memory Process: Modeling Growth Dynamics of Microscopic Social Connectivity. KDD Chengxi Zang, Peng Cui, Christos Faloutsos, Wenwu Zhu
2017	J	`jnl`	LookOut on Time-Evolving Graphs: Succinctly Explaining Anomalies from Any Detector. CoRR Nikhil Gupta, Dhivya Eswaran, Neil Shah, Leman Akoglu, Christos Faloutsos
2017	B	`conf`	M3A: Model, MetaModel and Anomaly Detection for Inter-arrivals of Web Searches and Postings. DSAA Da-Cheng Juan, Neil Shah, Mingyu Tang, Zhiliang Qian, Diana Marculescu, Christos Faloutsos
2017	J	`jnl`	Modeling Temporal Activity to Detect Anomalous Behavior in Social Media. ACM Trans. Knowl. Discov. Data Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos
2017	J	`jnl`	Nonlinear Dynamics of Information Diffusion in Social Networks. ACM Trans. Web Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos
2017	J	`jnl`	OEC: Open-Ended Classification for Future-Proof Link-Fraud Detection. CoRR Neil Shah, Hemank Lamba, Alex Beutel, Christos Faloutsos
2017	—	`conf`	On Detecting Frauds in Comparison-Shopping Services. WWW (Companion Volume) Sang-Chul Lee, Christos Faloutsos, Dong-Kyu Chae, Sang-Wook Kim
2017	J	`jnl`	On Summarizing Large-Scale Dynamic Graphs. IEEE Data Eng. Bull. Neil Shah, Danai Koutra, Lisa Jin, Tianmin Zou, Brian Gallagher, Christos Faloutsos
2017	A*	`conf`	PNP: Fast Path Ensemble Method for Movie Design. KDD Danai Koutra, Abhilash Dighe, Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis, Christos Faloutsos, Jean Bolot
2017	—	`conf`	PowerCast: Mining and Forecasting Power Grid Sequences. ECML/PKDD (2) Hyun Ah Song, Bryan Hooi, Marko Jereminov, Amritanshu Pandey, Larry T. Pileggi, Christos Faloutsos
2017	—	`conf`	Quantifying Structural Patterns of Information Cascades. WWW (Companion Volume) Chengxi Zang, Peng Cui, Chaoming Song, Christos Faloutsos, Wenwu Zhu
2017	J	`jnl`	Robust Data-Driven State Estimation for Smart Grid. IEEE Trans. Smart Grid Yang Weng, Rohit Negi, Christos Faloutsos, Marija D. Ilic
2017	A	`conf`	S-HOT: Scalable High-Order Tucker Decomposition. WSDM Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu
2017	A*	`conf`	Skew-Resistant Graph Partitioning. ICDE Angen Zheng, Alexandros Labrinidis, Christos Faloutsos
2017	A*	`conf`	Spectral Lens: Explainable Diagnostics, Tools and Discoveries in Directed, Weighted Graphs. ICDM Sebastian Goebl, Srijan Kumar, Christos Faloutsos
2017	J	`jnl`	Structural patterns of information cascades and their implications for dynamics and semantics. CoRR Chengxi Zang, Peng Cui, Chaoming Song, Christos Faloutsos, Wenwu Zhu
2017	J	`jnl`	Tensor Decomposition for Signal Processing and Machine Learning. IEEE Trans. Signal Process. Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos
2017	A*	`conf`	TensorCast: Forecasting with Context Using Coupled Tensors (Best Paper Award). ICDM Miguel Ramos de Araujo, Pedro Manuel Pinto Ribeiro, Christos Faloutsos
2017	J	`jnl`	Tensors for Data Mining and Data Fusion: Models, Applications, and Scalable Algorithms. ACM Trans. Intell. Syst. Technol. Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos
2017	A*	`conf`	The Many Faces of Link Fraud. ICDM Neil Shah, Hemank Lamba, Alex Beutel, Christos Faloutsos
2017	A	`conf`	The Power of Certainty: A Dirichlet-Multinomial Model for Belief Propagation. SDM Dhivya Eswaran, Stephan Günnemann, Christos Faloutsos
2017	A	`conf`	VolTime: Unsupervised Anomaly Detection on Users' Online Activity Volume. SDM Daniel Y. T. Chino, Alceu Ferraz Costa, Agma J. M. Traina, Christos Faloutsos
2017	J	`jnl`	ZooBP: Belief Propagation for Heterogeneous Networks. Proc. VLDB Endow. Dhivya Eswaran, Stephan Günnemann, Christos Faloutsos, Disha Makhija, Mohit Kumar
2017	J	`jnl`	comeNgo: A Dynamic Model for Social Group Evolution. ACM Trans. Knowl. Discov. Data Tianyang Zhang, Peng Cui, Christos Faloutsos, Yunfei Lu, Hao Ye, Wenwu Zhu, Shiqiang Yang
2017	—	`conf`	zooRank: Ranking Suspicious Entities in Time-Evolving Tensors. ECML/PKDD (1) Hemank Lamba, Bryan Hooi, Kijung Shin, Christos Faloutsos, Jürgen Pfeffer
2016	B	`conf`	"Infect-me-not": A user-centric and site-centric study of web-based malware. Networking Huy Hang, Adnan Bashir, Michalis Faloutsos, Christos Faloutsos, Tudor Dumitras
2016	—	`ch.`	Adaptive, Automatic Stream Mining. Data Stream Management Spiros Papadimitriou, Anthony Brockwell, Christos Faloutsos
2016	A	`conf`	BIRDNEST: Bayesian Inference for Ratings-Fraud Detection. SDM Bryan Hooi, Neil Shah, Alex Beutel, Stephan Günnemann, Leman Akoglu, Mohit Kumar, Disha Makhija, Christos Faloutsos
2016	A*	`conf`	Beyond Sigmoids: The NetTide Model for Social Network Growth, and Its Applications. KDD Chengxi Zang, Peng Cui, Christos Faloutsos
2016	A	`conf`	CAMLP: Confidence-Aware Modulated Label Propagation. SDM Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa
2016	A*	`conf`	CatchTartan: Representing and Summarizing Dynamic Multicontextual Behaviors. KDD Meng Jiang, Christos Faloutsos, Jiawei Han
2016	J	`jnl`	Catching Synchronized Behaviors in Large Networks: A Graph Mining Approach. ACM Trans. Knowl. Discov. Data Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang
2016	A*	`conf`	Come-and-Go Patterns of Group Evolution: A Dynamic Model. KDD Tianyang Zhang, Peng Cui, Christos Faloutsos, Yunfei Lu, Hao Ye, Wenwu Zhu, Shiqiang Yang
2016	A*	`conf`	CoreScope: Graph Mining Using k-Core Analysis - Patterns, Anomalies and Algorithms. ICDM Kijung Shin, Tina Eliassi-Rad, Christos Faloutsos
2016	J	`jnl`	DeltaCon: Principled Massive-Graph Similarity Function with Attribution. ACM Trans. Knowl. Discov. Data Danai Koutra, Neil Shah, Joshua T. Vogelstein, Brian Gallagher, Christos Faloutsos
2016	J	`jnl`	Discovery of "comet" communities in temporal and labeled graphs Com Knowl. Inf. Syst. Miguel Araujo, Stephan Günnemann, Spiros Papadimitriou, Christos Faloutsos, Prithwish Basu, Ananthram Swami, Evangelos E. Papalexakis, Danai Koutra
2016	A*	`conf`	Edge Weight Prediction in Weighted Signed Networks. ICDM Srijan Kumar, Francesca Spezzano, V. S. Subrahmanian, Christos Faloutsos
2016	—	`conf`	EdgeCentric: Anomaly Detection in Edge-Attributed Networks. ICDM Workshops Neil Shah, Alex Beutel, Bryan Hooi, Leman Akoglu, Stephan Günnemann, Disha Makhija, Mohit Kumar, Christos Faloutsos
2016	A*	`conf`	Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis. ICDM Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell
2016	J	`jnl`	Eigen-Optimization on Large Graphs by Edge Manipulation. ACM Trans. Knowl. Discov. Data Chen Chen, Hanghang Tong, B. Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, Christos Faloutsos
2016	A*	`conf`	FRAUDAR: Bounding Graph Fraud in the Face of Camouflage. KDD Bryan Hooi, Hyun Ah Song, Alex Beutel, Neil Shah, Kijung Shin, Christos Faloutsos
2016	—	`conf`	FastStep: Scalable Boolean Matrix Decomposition. PAKDD (1) Miguel Araujo, Pedro Manuel Pinto Ribeiro, Christos Faloutsos
2016	J	`jnl`	Inferring lockstep behavior from connectivity pattern in large graphs. Knowl. Inf. Syst. Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang
2016	—	`conf`	M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees. ECML/PKDD (1) Kijung Shin, Bryan Hooi, Christos Faloutsos
2016	J	`jnl`	M3A: Model, MetaModel, and Anomaly Detection in Web Searches. CoRR Da-Cheng Juan, Neil Shah, Mingyu Tang, Zhiliang Qian, Diana Marculescu, Christos Faloutsos
2016	—	`conf`	Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms. PAKDD (2) Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos
2016	—	`conf`	Mining Big Time-series Data on the Web. WWW (Companion Volume) Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos
2016	—	`conf`	Mining Online Music Listening Trajectories. ISMIR Flavio Figueiredo, Bruno Ribeiro, Christos Faloutsos, Nazareno Andrade, Jussara M. Almeida
2016	J	`jnl`	Mining billion-scale tensors: algorithms and discoveries. VLDB J. Inah Jeon, Evangelos E. Papalexakis, Christos Faloutsos, Lee Sael, U Kang
2016	—	`conf`	Monitoring Manhattan's traffic at 5 intersections? GlobalSIP Siheng Chen, Yaoqing Yang, Christos Faloutsos, Jelena Kovacevic
2016	J	`jnl`	Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learning. ACM Trans. Knowl. Discov. Data Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos
2016	B	`conf`	NimbleCore: A space-efficient external memory algorithm for estimating core numbers. ASONAM Priya Govindan, Sucheta Soundarajan, Tina Eliassi-Rad, Christos Faloutsos
2016	J	`jnl`	Node Immunization on Large Graphs: Theory and Algorithms. IEEE Trans. Knowl. Data Eng. Chen Chen, Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau
2016	A*	`conf`	Non-Linear Mining of Competing Local Activities. WWW Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
2016	A	`conf`	On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms, and Discoveries. SDM Venkata Krishna Pillutla, Zhanpeng Fang, Pravallika Devineni, Christos Faloutsos, Danai Koutra, Jie Tang
2016	A	`conf`	PIN-TRUST: Fast Trust Propagation Exploiting Positive, Implicit, and Negative Information. CIKM Min-Hee Jang, Christos Faloutsos, Sang-Wook Kim, U Kang, Jiwoon Ha
2016	J	`jnl`	PNP: Fast Path Ensemble Method for Movie Design. CoRR Danai Koutra, Abhilash Dighe, Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis, Christos Faloutsos, Jean Bolot
2016	J	`jnl`	Spotting Suspicious Behaviors in Multimodal Data: A General Metric and Algorithms. IEEE Trans. Knowl. Data Eng. Meng Jiang, Alex Beutel, Peng Cui, Bryan Hooi, Shiqiang Yang, Christos Faloutsos
2016	J	`jnl`	Suspicious Behavior Detection: Current Trends and Future Directions. IEEE Intell. Syst. Meng Jiang, Peng Cui, Christos Faloutsos
2016	J	`jnl`	Tensor Decomposition for Signal Processing and Machine Learning. CoRR Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos
2016	A*	`conf`	TribeFlow: Mining & Predicting User Trajectories. WWW Flavio Figueiredo, Bruno Ribeiro, Jussara M. Almeida, Christos Faloutsos
2016	J	`jnl`	Turbo-SMT: Parallel coupled sparse matrix-Tensor factorizations and applications. Stat. Anal. Data Min. Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy
2016	J	`jnl`	Unsupervised Tensor Mining for Big Data Practitioners. Big Data Evangelos E. Papalexakis, Christos Faloutsos
2016	A*	`conf`	Vote-and-Comment: Modeling the Coevolution of User Interactions in Social Voting Web Sites. ICDM Alceu Ferraz Costa, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos
2015	A*	`conf`	A General Suspiciousness Metric for Dense Blocks in Multimodal Data. ICDM Meng Jiang, Alex Beutel, Peng Cui, Bryan Hooi, Shiqiang Yang, Christos Faloutsos
2015	J	`jnl`	An analysis on information diffusion through BlogCast in a blogosphere. Inf. Sci. Jiwoon Ha, Sang-Wook Kim, Christos Faloutsos, Sunju Park
2015	A*	`conf`	Automatic Taxonomy Extraction from Bipartite Graphs. ICDM Tobias Kötter, Stephan Günnemann, Michael R. Berthold, Christos Faloutsos
2015	J	`jnl`	BIRDNEST: Bayesian Inference for Ratings-Fraud Detection. CoRR Bryan Hooi, Neil Shah, Alex Beutel, Stephan Günnemann, Leman Akoglu, Mohit Kumar, Disha Makhija, Christos Faloutsos
2015	J	`jnl`	EdgeCentric: Anomaly Detection in Edge-Attributed Networks. CoRR Neil Shah, Alex Beutel, Bryan Hooi, Leman Akoglu, Stephan Günnemann, Disha Makhija, Mohit Kumar, Christos Faloutsos
2015	—	`conf`	Education, Learning and Information Theory. ICDM Workshops Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos
2015	J	`jnl`	Estimating robustness in large social graphs. Knowl. Inf. Syst. Fragkiskos D. Malliaros, Vasileios Megalooikonomou, Christos Faloutsos
2015	—	`conf`	Extracting Taxonomies from Bipartite Graphs. WWW (Companion Volume) Tobias Kötter, Stephan Günnemann, Christos Faloutsos, Michael R. Berthold
2015	Misc	`conf`	Fast efficient and scalable Core Consistency Diagnostic for the parafac decomposition for big sparse tensors. ICASSP Evangelos E. Papalexakis, Christos Faloutsos
2015	A*	`conf`	Fraud Detection through Graph-Based User Behavior Modeling. CCS Alex Beutel, Leman Akoglu, Christos Faloutsos
2015	J	`jnl`	GMine: A System for Scalable, Interactive Graph Visualization and Mining. CoRR José F. Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec
2015	A*	`conf`	Graph-Based User Behavior Modeling: From Prediction to Fraud Detection. KDD Alex Beutel, Leman Akoglu, Christos Faloutsos
2015	A*	`conf`	HaTen2: Billion-scale tensor decompositions. ICDE Inah Jeon, Evangelos E. Papalexakis, U Kang, Christos Faloutsos
2015	B	`conf`	If walls could talk: Patterns and anomalies in Facebook wallposts. ASONAM Pravallika Devineni, Danai Koutra, Michalis Faloutsos, Christos Faloutsos
2015	J	`jnl`	Large Graph Analysis in the GMine System. CoRR José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2015	J	`jnl`	Linearized and Single-Pass Belief Propagation. Proc. VLDB Endow. Wolfgang Gatterbauer, Stephan Günnemann, Danai Koutra, Christos Faloutsos
2015	—	`conf`	Location based Social Network analysis using Tensors and Signal Processing tools. CAMSAP Evangelos E. Papalexakis, Konstantinos Pelechrinis, Christos Faloutsos
2015	B	`conf`	Machine Beats Experts: Automatic Discovery of Skill Models for Data-Driven Online Courseware Refinement. EDM Noboru Matsuda, Tadanobu Furukawa, Norman L. Bier, Christos Faloutsos
2015	J	`jnl`	MassExodus: modeling evolving networks in harsh environments. Data Min. Knowl. Discov. Saket Navlakha, Christos Faloutsos, Ziv Bar-Joseph
2015	—	`conf`	Mining and Forecasting of Big Time-series Data. SIGMOD Conference Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos
2015	A	`conf`	Modeling Website Popularity Competition in the Attention-Activity Marketplace. WSDM Bruno Ribeiro, Christos Faloutsos
2015	—	`conf`	ND-Sync: Detecting Synchronized Fraud Activities. PAKDD (2) Maria Giatsoglou, Despoina Chatzakou, Neil Shah, Alex Beutel, Christos Faloutsos, Athena Vakali
2015	A*	`conf`	OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation. AAAI Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa
2015	J	`jnl`	ParCube: Sparse Parallelizable CANDECOMP-PARAFAC Tensor Decomposition. ACM Trans. Knowl. Discov. Data Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos
2015	A	`conf`	Patterns in Interactive Tagging Networks. ICWSM Yuto Yamaguchi, Mitsuo Yoshida, Christos Faloutsos, Hiroyuki Kitagawa
2015	J	`jnl`	Perseus: An Interactive Large-Scale Graph Mining and Visualization Tool. Proc. VLDB Endow. Danai Koutra, Di Jin, Yuanshi Ning, Christos Faloutsos
2015	A	`conf`	Principled Neuro-Functional Connectivity Discovery. SDM Kejun Huang, Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos, Partha Pratim Talukdar, Tom M. Mitchell
2015	A*	`conf`	RSC: Mining and Modeling Temporal Activity in Social Media. KDD Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos
2015	—	`conf`	Retweeting Activity on Twitter: Signs of Deception. PAKDD (1) Maria Giatsoglou, Despoina Chatzakou, Neil Shah, Christos Faloutsos, Athena Vakali
2015	—	`conf`	Scalable community discovery from multi-faceted graphs. IEEE BigData Ahmed Metwally, Jia-Yu Pan, Minh Doan, Christos Faloutsos
2015	—	`conf`	SocNL: Bayesian Label Propagation with Confidence. PAKDD (1) Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa
2015	J	`jnl`	Summarizing and understanding large graphs. Stat. Anal. Data Min. Danai Koutra, U Kang, Jilles Vreeken, Christos Faloutsos
2015	J	`jnl`	SuperGraph Visualization. CoRR José F. Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
2015	A*	`conf`	The Web as a Jungle: Non-Linear Dynamical Systems for Co-evolving Online Activities. WWW Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
2015	A*	`conf`	TimeCrunch: Interpretable Dynamic Graph Summarization. KDD Neil Shah, Danai Koutra, Tianmin Zou, Brian Gallagher, Christos Faloutsos
2015	A*	`conf`	Translation Invariant Word Embeddings. EMNLP Kejun Huang, Matt Gardner, Evangelos E. Papalexakis, Christos Faloutsos, Nikos D. Sidiropoulos, Tom M. Mitchell, Partha Pratim Talukdar, Xiao Fu
2015	J	`jnl`	TribeFlow: Mining & Predicting User Trajectories. CoRR Flavio Figueiredo, Bruno Ribeiro, Jussara M. Almeida, Christos Faloutsos
2015	J	`jnl`	Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times. ACM Trans. Knowl. Discov. Data Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Rodrigo Alves, Antonio A. F. Loureiro
2015	—	`conf`	Why Do You Follow Him?: Multilinear Analysis on Twitter. WWW (Companion Volume) Yuto Yamaguchi, Mitsuo Yoshida, Christos Faloutsos, Hiroyuki Kitagawa
2014	Misc	`conf`	A parallel algorithm for big tensor decomposition using randomly compressed cubes (PARACOMP). ICASSP Nikos D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos
2014	J	`jnl`	Accurate Approximation of the Earth Mover's Distance in Linear Time. J. Comput. Sci. Technol. Min-Hee Jang, Sang-Wook Kim, Christos Faloutsos, Sunju Park
2014	—	`conf`	AutoPlait: automatic mining of co-evolving time sequences. SIGMOD Conference Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
2014	—	`conf`	Beyond Blocks: Hyperbolic Community Detection. ECML/PKDD (1) Miguel Araujo, Stephan Günnemann, Gonzalo Mateos, Christos Faloutsos
2014	—	`conf`	Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter. PAKDD (2) Da-Cheng Juan, Lei Li, Huan-Kai Peng, Diana Marculescu, Christos Faloutsos
2014	A*	`conf`	CatchSync: catching synchronized behavior in large directed graphs. KDD Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang
2014	A*	`conf`	CoBaFi: collaborative bayesian filtering. WWW Alex Beutel, Kenton Murray, Christos Faloutsos, Alexander J. Smola
2014	—	`conf`	Com2: Fast Automatic Discovery of Temporal ('Comet') Communities. PAKDD (2) Miguel Araujo, Spiros Papadimitriou, Stephan Günnemann, Christos Faloutsos, Prithwish Basu, Ananthram Swami, Evangelos E. Papalexakis, Danai Koutra
2014	—	`conf`	Data-driven topology estimation. SmartGridComm Yang Weng, Christos Faloutsos, Marija D. Ilic
2014	A*	`conf`	Detecting anomalies in dynamic rating data: a robust probabilistic model for rating evolution. KDD Stephan Günnemann, Nikou Günnemann, Christos Faloutsos
2014	—	`conf`	Detecting suspicious following behavior in multimillion-node social networks. WWW (Companion Volume) Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang
2014	J	`jnl`	Efficiently spotting the starting points of an epidemic in a large graph. Knowl. Inf. Syst. B. Aditya Prakash, Jilles Vreeken, Christos Faloutsos
2014	A*	`conf`	FUNNEL: automatic mining of spatially coevolving epidemics. KDD Yasuko Matsubara, Yasushi Sakurai, Willem G. van Panhuis, Christos Faloutsos
2014	—	`conf`	Fault-Tolerant Concept Detection in Information Networks. PAKDD (1) Tobias Kötter, Stephan Günnemann, Michael R. Berthold, Christos Faloutsos
2014	A	`conf`	FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop. SDM Alex Beutel, Partha Pratim Talukdar, Abhimanu Kumar, Christos Faloutsos, Evangelos E. Papalexakis, Eric P. Xing
2014	J	`jnl`	Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in Multisubject Experiments. Big Data Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos
2014	A*	`conf`	Good-enough brain model: challenges, algorithms and discoveries in multi-subject experiments. KDD Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos
2014	J	`jnl`	HEigen: Spectral Analysis for Billion-Scale Graphs. IEEE Trans. Knowl. Data Eng. U Kang, Brendan Meeder, Evangelos E. Papalexakis, Christos Faloutsos
2014	—	`conf`	Inferring Strange Behavior from Connectivity Pattern in Social Networks. PAKDD (1) Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang
2014	—	`conf`	Influence Propagation: Patterns, Model and a Case Study. PAKDD (1) Yibin Lin, Agha Ali Raza, Jay Yoon Lee, Danai Koutra, Roni Rosenfeld, Christos Faloutsos
2014	—	`conf`	Interestingness-Driven Diffusion Process Summarization in Dynamic Networks. ECML/PKDD (2) Qiang Qu, Siyuan Liu, Christian S. Jensen, Feida Zhu, Christos Faloutsos
2014	A*	`conf`	Large graph mining: patterns, cascades, fraud detection, and algorithms. WWW Christos Faloutsos
2014	J	`jnl`	Linearized and Turbo Belief Propagation. CoRR Wolfgang Gatterbauer, Stephan Günnemann, Danai Koutra, Christos Faloutsos
2014	—	`conf`	MalSpot: Multi2 Malicious Network Behavior Patterns Analysis. PAKDD (1) Ching-Hao Mao, Chung-Jung Wu, Evangelos E. Papalexakis, Christos Faloutsos, Kuo-Chen Lee, Tien-Cheu Kao
2014	—	`ch.`	Mining Tera-Scale Graphs with "Pegasus": Algorithms and Discoveries. Large-Scale Data Analytics U Kang, Christos Faloutsos
2014	J	`jnl`	Modeling Website Popularity Competition in the Attention-Activity Marketplace. CoRR Bruno Ribeiro, Christos Faloutsos
2014	—	`conf`	Net-Ray: Visualizing and Mining Billion-Scale Graphs. PAKDD (1) U Kang, Jay Yoon Lee, Danai Koutra, Christos Faloutsos
2014	J	`jnl`	On Constructing Seminal Paper Genealogy. IEEE Trans. Cybern. Duck-Ho Bae, Se-Mi Hwang, Sang-Wook Kim, Christos Faloutsos
2014	J	`jnl`	Parallel Randomly Compressed Cubes : A scalable distributed architecture for big tensor decomposition. IEEE Signal Process. Mag. Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos
2014	—	`conf`	PowerScope: Early Event Detection and Identification in Electric Power Systems. DARE Yang Weng, Christos Faloutsos, Marija D. Ilic
2014	J	`jnl`	QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases. Inf. Sci. Robson L. F. Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Luciana A. S. Romani, Priscila P. Coltri, Tamires T. Souza, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2014	—	`conf`	Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries. ECML/PKDD (1) Flavio Figueiredo, Jussara M. Almeida, Yasuko Matsubara, Bruno Ribeiro, Christos Faloutsos
2014	J	`jnl`	Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries. CoRR Flavio Figueiredo, Jussara M. Almeida, Yasuko Matsubara, Bruno Ribeiro, Christos Faloutsos
2014	A*	`conf`	Robust multivariate autoregression for anomaly detection in dynamic product ratings. WWW Nikou Günnemann, Stephan Günnemann, Christos Faloutsos
2014	J	`jnl`	SharkFin: Spatio-temporal mining of software adoption and penetration. Soc. Netw. Anal. Min. Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng Chau, B. Aditya Prakash, Christos Faloutsos
2014	J	`jnl`	SlashBurn: Graph Compression and Mining beyond Caveman Communities. IEEE Trans. Knowl. Data Eng. Yongsub Lim, U Kang, Christos Faloutsos
2014	A*	`conf`	Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective. ICDM Neil Shah, Alex Beutel, Brian Gallagher, Christos Faloutsos
2014	J	`jnl`	Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective. CoRR Neil Shah, Alex Beutel, Brian Gallagher, Christos Faloutsos
2014	—	`conf`	Spotting misbehaviors in location-based social networks using tensors. WWW (Companion Volume) Evangelos E. Papalexakis, Konstantinos Pelechrinis, Christos Faloutsos
2014	J	`jnl`	Standards for Graph Algorithm Primitives. CoRR Tim Mattson, David A. Bader, Jonathan W. Berry, Aydin Buluç, Jack J. Dongarra, Christos Faloutsos, John Feo, John R. Gilbert, Joseph Gonzalez, Bruce Hendrickson, Jeremy Kepner, Charles E. Leiserson, Andrew Lumsdaine, David A. Padua, Stephen W. Poole, Steven P. Reinhardt, Mike Stonebraker, Steve Wallach, Andrew Yoo
2014	—	`conf`	Trust prediction using positive, implicit, and negative information. WWW (Companion Volume) Min-Hee Jang, Christos Faloutsos, Sang-Wook Kim
2014	A	`conf`	Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x. SDM Evangelos E. Papalexakis, Christos Faloutsos, Tom M. Mitchell, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Brian Murphy
2014	J	`jnl`	Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times. CoRR Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Rodrigo Alves, Antonio A. F. Loureiro
2014	A	`conf`	VOG: Summarizing and Understanding Large Graphs. SDM Danai Koutra, U Kang, Jilles Vreeken, Christos Faloutsos
2014	J	`jnl`	VoG: Summarizing and Understanding Large Graphs. CoRR Danai Koutra, U Kang, Jilles Vreeken, Christos Faloutsos
2014	A*	`conf`	VoidWiz: Resolving incompleteness using network effects. ICDE Christina Christodoulakis, Christos Faloutsos, Renée J. Miller
2013	B	`ed.`	Advances in Social Networks Analysis and Mining 2013, ASONAM '13, Niagara, ON, Canada - August 25 - 29, 2013 ASONAM Jon G. Rokne, Christos Faloutsos
2013	B	`conf`	Analysis of the reputation system and user contributions on a question answering website: StackOverflow. ASONAM Dana Movshovitz-Attias, Yair Movshovitz-Attias, Peter Steenkiste, Christos Faloutsos
2013	A	`conf`	Anomaly, event, and fraud detection in large network datasets. WSDM Leman Akoglu, Christos Faloutsos
2013	J	`jnl`	Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG. Comput. Math. Methods Medicine Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang
2013	J	`jnl`	Competing Memes Propagation on Networks: A Network Science Perspective. IEEE J. Sel. Areas Commun. Xuetao Wei, Nicholas Valler, B. Aditya Prakash, Iulian Neamtiu, Michalis Faloutsos, Christos Faloutsos
2013	A*	`conf`	CopyCatch: stopping group attacks by spotting lockstep behavior in social networks. WWW Alex Beutel, Wanhong Xu, Venkatesan Guruswami, Christopher Palow, Christos Faloutsos
2013	J	`jnl`	DELTACON: A Principled Massive-Graph Similarity Function CoRR Danai Koutra, Joshua T. Vogelstein, Christos Faloutsos
2013	A	`conf`	DELTACON: A Principled Massive-Graph Similarity Function. SDM Christos Faloutsos, Danai Koutra, Joshua T. Vogelstein
2013	—	`book`	Data Mining in Large Sets of Complex Data. Robson L. F. Cordeiro, Christos Faloutsos, Caetano Traina Jr.
2013	A*	`conf`	Detecting insider threats in a real corporate database of computer usage activity. KDD Ted E. Senator, Henry G. Goldberg, Alex Memory, William T. Young, Brad Rees, Robert Pierce, Daniel Huang, Matthew Reardon, David A. Bader, Edmond Chow, Irfan A. Essa, Joshua Jones, Vinay Bettadapura, Duen Horng Chau, Oded Green, Oguz Kaya, Anita Zakrzewska, Erica Briscoe, Rudolph L. Mappus IV, Robert McColl, Lora Weiss, Thomas G. Dietterich, Alan Fern, Weng-Keen Wong, Shubhomoy Das, Andrew Emmott, Jed Irvine, Jay Yoon Lee, Danai Koutra, Christos Faloutsos, Daniel D. Corkill, Lisa Friedland, Amanda Gentzel, David D. Jensen
2013	—	`ch.`	Dimensionality Reduction and Filtering on Time Series Sensor Streams. Managing and Mining Sensor Data Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Philip S. Yu
2013	—	`conf`	EEG-MINE: Mining and Understanding Epilepsy Data. PAKDD Workshops Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang
2013	—	`conf`	F-Trail: Finding Patterns in Taxi Trajectories. PAKDD (1) Yasuko Matsubara, Lei Li, Evangelos E. Papalexakis, David Lo, Yasushi Sakurai, Christos Faloutsos
2013	—	`conf`	Fast anomaly detection despite the duplicates. WWW (Companion Volume) Jay Yoon Lee, U Kang, Danai Koutra, Christos Faloutsos
2013	A	`conf`	Fractional Immunization in Networks. SDM Lada A. Adamic, Christos Faloutsos, Theodore J. Iwashyna, B. Aditya Prakash, Hanghang Tong
2013	J	`jnl`	Halite: Fast and Scalable Multiresolution Local-Correlation Clustering. IEEE Trans. Knowl. Data Eng. Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
2013	J	`jnl`	Large Graph Analysis in the GMine System. IEEE Trans. Knowl. Data Eng. José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2013	J	`jnl`	Large Scale Tensor Decompositions: Algorithmic Developments and Applications. IEEE Data Eng. Bull. Evangelos E. Papalexakis, U Kang, Christos Faloutsos, Nicholas D. Sidiropoulos, Abhay Harpale
2013	—	`conf`	MidiFind: Similarity Search and Popularity Mining in Large MIDI Databases. CMMR Guangyu Xia, Tongbo Huang, Yifei Ma, Roger B. Dannenberg, Christos Faloutsos
2013	A	`conf`	Mining Connection Pathways for Marked Nodes in Large Graphs. SDM Leman Akoglu, Duen Horng Chau, Christos Faloutsos, Nikolaj Tatti, Hanghang Tong, Jilles Vreeken
2013	A*	`conf`	Mixed Membership Subspace Clustering. ICDM Stephan Günnemann, Christos Faloutsos
2013	A	`conf`	NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks. SDM Petko Bogdanov, Christos Faloutsos, Misael Mongiovì, Evangelos E. Papalexakis, Razvan Ranca, Ambuj K. Singh
2013	B	`conf`	Network similarity via multiple social theories. ASONAM Michele Berlingerio, Danai Koutra, Tina Eliassi-Rad, Christos Faloutsos
2013	A	`conf`	Opinion Fraud Detection in Online Reviews by Network Effects. ICWSM Leman Akoglu, Rishi Chandy, Christos Faloutsos
2013	—	`conf`	Patterns amongst Competing Task Frequencies: Super-Linearities, and the Almond-DG Model. PAKDD (1) Danai Koutra, Vasileios Koutras, B. Aditya Prakash, Christos Faloutsos
2013	—	`ed.`	Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, IDEA@KDD 2013, Chicago, Illinois, USA, August 11, 2013 IDEA@KDD Duen Horng Chau, Jilles Vreeken, Matthijs van Leeuwen, Christos Faloutsos
2013	J	`jnl`	Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization CoRR Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy
2013	—	`conf`	Smartphone viruses propagation on heterogeneous composite networks. NSW Xuetao Wei, Nicholas Valler, Michalis Faloutsos, Iulian Neamtiu, B. Aditya Prakash, Christos Faloutsos
2013	B	`conf`	Spatio-temporal mining of software adoption & penetration. ASONAM Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng (Polo) Chau, B. Aditya Prakash, Christos Faloutsos
2013	—	`conf`	Standards for graph algorithm primitives. HPEC Tim Mattson, David A. Bader, Jonathan W. Berry, Aydin Buluç, Jack J. Dongarra, Christos Faloutsos, John Feo, John R. Gilbert, Joseph Gonzalez, Bruce Hendrickson, Jeremy Kepner, Charles E. Leiserson, Andrew Lumsdaine, David A. Padua, Stephen Poole, Steven P. Reinhardt, Mike Stonebraker, Steve Wallach, Andrew Yoo
2013	—	`conf`	TSum: fast, principled table summarization. AdKDD@KDD Jieying Chen, Jia-Yu Pan, Christos Faloutsos, Spiros Papadimitriou
2013	A*	`conf`	The self-feeding process: a unifying model for communication dynamics in the web. WWW Pedro Olmo Stancioli Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Antonio Alfredo Ferreira Loureiro
2013	A*	`conf`	Why people hate your app: making sense of user feedback in a mobile app store. KDD Bin Fu, Jialiu Lin, Lei Li, Christos Faloutsos, Jason I. Hong, Norman M. Sadeh
2012	J	`jnl`	An Intrinsic Graphical Signature Based on Alert Correlation Analysis for Intrusion Detection. J. Inf. Sci. Eng. Hsing-Kuo Pao, Ching-Hao Mao, Hahn-Ming Lee, Chi-Dong Chen, Christos Faloutsos
2012	J	`jnl`	Big graph mining: algorithms and discoveries. SIGKDD Explor. U Kang, Christos Faloutsos
2012	J	`jnl`	Competing memes propagation on networks: a case study of composite networks. Comput. Commun. Rev. Xuetao Wei, Nicholas Valler, B. Aditya Prakash, Iulian Neamtiu, Michalis Faloutsos, Christos Faloutsos
2012	—	`conf`	EigenSP: A More Accurate Shortest Path Distance Estimation on Large-Scale Networks. ICDM Workshops Koji Maruhashi, Junichi Shigezumi, Nobuhiro Yugami, Christos Faloutsos
2012	A	`conf`	Fast Robustness Estimation in Large Social Graphs: Communities and Anomaly Detection. SDM Fragkiskos D. Malliaros, Vasileios Megalooikonomou, Christos Faloutsos
2012	A	`conf`	Fast and reliable anomaly detection in categorical data. CIKM Leman Akoglu, Hanghang Tong, Jilles Vreeken, Christos Faloutsos
2012	A*	`conf`	Fast mining and forecasting of complex time-stamped events. KDD Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos, Tomoharu Iwata, Masatoshi Yoshikawa
2012	J	`jnl`	Forecasting in the NBA and other team sports: Network effects in action. ACM Trans. Knowl. Discov. Data Pedro O. S. Vaz de Melo, Virgílio A. F. Almeida, Antonio Alfredo Ferreira Loureiro, Christos Faloutsos
2012	J	`jnl`	Gateway finder in large graphs: problem definitions and fast solutions. Inf. Retr. Hanghang Tong, Spiros Papadimitriou, Christos Faloutsos, Philip S. Yu, Tina Eliassi-Rad
2012	A	`conf`	Gelling, and melting, large graphs by edge manipulation. CIKM Hanghang Tong, B. Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, Christos Faloutsos
2012	A*	`conf`	GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries. KDD U Kang, Evangelos E. Papalexakis, Abhay Harpale, Christos Faloutsos
2012	—	`book`	Graph Mining: Laws, Tools, and Case Studies Deepayan Chakrabarti, Christos Faloutsos
2012	A*	`conf`	Interacting viruses in networks: can both survive? KDD Alex Beutel, B. Aditya Prakash, Roni Rosenfeld, Christos Faloutsos
2012	B	`conf`	Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs. ASONAM Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos
2012	—	`conf`	Managing and mining large graphs: patterns and algorithms. SIGMOD Conference Christos Faloutsos, U Kang
2012	J	`jnl`	MultiAspectForensics: mining large heterogeneous networks using tensor. Int. J. Web Eng. Technol. Koji Maruhashi, Fan Guo, Christos Faloutsos
2012	J	`jnl`	NetSimile: A Scalable Approach to Size-Independent Network Similarity CoRR Michele Berlingerio, Danai Koutra, Tina Eliassi-Rad, Christos Faloutsos
2012	—	`conf`	OPAvion: mining and visualization in large graphs. SIGMOD Conference Leman Akoglu, Duen Horng Chau, U Kang, Danai Koutra, Christos Faloutsos
2012	A	`conf`	PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs. SDM Leman Akoglu, Hanghang Tong, Brendan Meeder, Christos Faloutsos
2012	—	`conf`	ParCube: Sparse Parallelizable Tensor Decompositions. ECML/PKDD (1) Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos
2012	Misc	`conf`	Pegasus: Mining billion-scale graphs in the cloud. ICASSP U Kang, Duen Horng Chau, Christos Faloutsos
2012	—	`conf`	Quantifying Reciprocity in Large Weighted Communication Networks. PAKDD (2) Leman Akoglu, Pedro O. S. Vaz de Melo, Christos Faloutsos
2012	A*	`conf`	RainMon: an integrated approach to mining bursty timeseries monitoring data. KDD Ilari Shafer, Kai Ren, Vishnu Naresh Boddeti, Yoshihisa Abe, Gregory R. Ganger, Christos Faloutsos
2012	A*	`conf`	Rise and fall patterns of information diffusion: model and implications. KDD Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos
2012	A*	`conf`	RolX: structural role extraction & mining in large graphs. KDD Keith Henderson, Brian Gallagher, Tina Eliassi-Rad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Christos Faloutsos, Lei Li
2012	—	`conf`	SigSpot: mining significant anomalous regions from time-evolving networks (abstract only). SIGMOD Conference Misael Mongiovì, Petko Bogdanov, Razvan Ranca, Ambuj K. Singh, Evangelos E. Papalexakis, Christos Faloutsos
2012	A*	`conf`	Spotting Culprits in Epidemics: How Many and Which Ones? ICDM B. Aditya Prakash, Jilles Vreeken, Christos Faloutsos
2012	—	`conf`	TensorSplat: Spotting Latent Anomalies in Time. Panhellenic Conference on Informatics Danai Koutra, Evangelos E. Papalexakis, Christos Faloutsos
2012	J	`jnl`	Threshold conditions for arbitrary cascade models on arbitrary networks. Knowl. Inf. Syst. B. Aditya Prakash, Deepayan Chakrabarti, Nicholas Valler, Michalis Faloutsos, Christos Faloutsos
2012	J	`jnl`	Top-10 Data Mining Case Studies. Int. J. Inf. Technol. Decis. Mak. Gabor Melli, Xindong Wu, Paul Beinat, Francesco Bonchi, Longbing Cao, Rong Duan, Christos Faloutsos, Rayid Ghani, Brendan Kitts, Bart Goethals, Geoffrey J. McLachlan, Jian Pei, Ashok Srivastava, Osmar R. Zaïane
2012	A	`conf`	Top-N recommendation through belief propagation. CIKM Jiwoon Ha, Soon-Hyoung Kwon, Sang-Wook Kim, Christos Faloutsos, Sunju Park
2012	A*	`conf`	TourViz: interactive visualization of connection pathways in large graphs. KDD Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos
2012	J	`jnl`	Understanding and Managing Cascades on Large Graphs. Proc. VLDB Endow. B. Aditya Prakash, Christos Faloutsos
2012	J	`jnl`	V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors CoRR Ahmed Metwally, Christos Faloutsos
2012	J	`jnl`	V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors. Proc. VLDB Endow. Ahmed Metwally, Christos Faloutsos
2012	A*	`conf`	Winner takes all: competing viruses or ideas on fair-play networks. WWW B. Aditya Prakash, Alex Beutel, Roni Rosenfeld, Christos Faloutsos
2012	J	`jnl`	gbase: an efficient analysis platform for large graphs. VLDB J. U Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos
2011	A	`conf`	A linear-time approximation of the earth mover's distance. CIKM Min-Hee Jang, Sang-Wook Kim, Christos Faloutsos, Sunju Park
2011	A*	`conf`	Apolo: interactive large graph sensemaking by combining machine learning and visualization. KDD Duen Horng Chau, Aniket Kittur, Jason I. Hong, Christos Faloutsos
2011	A*	`conf`	Apolo: making sense of large network data by combining rich user interaction and machine learning. CHI Duen Horng Chau, Aniket Kittur, Jason I. Hong, Christos Faloutsos
2011	A*	`conf`	Beyond 'Caveman Communities': Hubs and Spokes for Graph Compression and Mining. ICDM U Kang, Christos Faloutsos
2011	A*	`conf`	BlogCast effect on information diffusion in a blogosphere. SIGIR Sang-Wook Kim, Christos Faloutsos, Jiwoon Ha
2011	A*	`conf`	Clustering very large multi-dimensional datasets with MapReduce. KDD Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma Juci Machado Traina, Julio López, U Kang, Christos Faloutsos
2011	A	`conf`	Constructing seminal paper genealogy. CIKM Duck-Ho Bae, Se-Mi Hwang, Sang-Wook Kim, Christos Faloutsos
2011	B	`conf`	Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping Point. Networking (1) Nicholas Valler, B. Aditya Prakash, Hanghang Tong, Michalis Faloutsos, Christos Faloutsos
2011	—	`ch.`	Fundamental Questions in the Analysis of Large Graphs. Graph Algorithms in the Language of Linear Algebra Jeremy Kepner, David A. Bader, Robert Bond, Nadya T. Bliss, Christos Faloutsos, Bruce Hendrickson, John R. Gilbert, Eric Robinson
2011	A*	`conf`	GBASE: a scalable and general graph management system. KDD U Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos
2011	—	`ch.`	Graph Mining Techniques: Focusing on discriminating between real and synthetic graphs. Graph Data Management Ana Paula Appel, Christos Faloutsos, Caetano Traina Jr.
2011	J	`jnl`	HADI: Mining Radii of Large Graphs. ACM Trans. Knowl. Discov. Data U Kang, Charalampos E. Tsourakakis, Ana Paula Appel, Christos Faloutsos, Jure Leskovec
2011	A	`conf`	Human Dynamics in Large Communication Networks. SDM Pedro Olmo Stancioli Vaz de Melo, Christos Faloutsos, Antonio Alfredo Ferreira Loureiro
2011	A*	`conf`	It's who you know: graph mining using recursive structural features. KDD Keith Henderson, Brian Gallagher, Lei Li, Leman Akoglu, Tina Eliassi-Rad, Hanghang Tong, Christos Faloutsos
2011	A	`conf`	Large Scale Graph Mining and Inference for Malware Detection. SDM Duen Horng Chau, Carey Nachenberg, Jeffrey Wilhelm, Adam Wright, Christos Faloutsos
2011	A	`conf`	Mining billion-node graphs: patterns, generators and tools. WSDM Christos Faloutsos
2011	A*	`conf`	Mining large graphs: Algorithms, inference, and discoveries. ICDE U Kang, Duen Horng Chau, Christos Faloutsos
2011	—	`conf`	Mobile Phone Graph Evolution: Findings, Model and Interpretation. ICDM Workshops Siyuan Liu, Lei Li, Christos Faloutsos, Lionel M. Ni
2011	B	`conf`	MultiAspectForensics: Pattern Mining on Large-Scale Heterogeneous Networks with Tensor Analysis. ASONAM Koji Maruhashi, Fan Guo, Christos Faloutsos
2011	J	`jnl`	Outlier detection by example. J. Intell. Inf. Syst. Cui Zhu, Hiroyuki Kitagawa, Spiros Papadimitriou, Christos Faloutsos
2011	J	`jnl`	PEGASUS: mining peta-scale graphs. Knowl. Inf. Syst. U Kang, Charalampos E. Tsourakakis, Christos Faloutsos
2011	—	`conf`	Recommending People in Developers' Collaboration Network. WCRE Didi Surian, Nian Liu, David Lo, Hanghang Tong, Ee-Peng Lim, Christos Faloutsos
2011	—	`conf`	Spectral Analysis for Billion-Scale Graphs: Discoveries and Implementation. PAKDD (2) U Kang, Brendan Meeder, Christos Faloutsos
2011	A	`conf`	Spectral analysis of a blogosphere. CIKM Sang-Wook Kim, Ki-Nam Kim, Christos Faloutsos, Joon Ho Lee
2011	J	`jnl`	Spectral counting of triangles via element-wise sparsification and triangle-based link recommendation. Soc. Netw. Anal. Min. Charalampos E. Tsourakakis, Petros Drineas, Eirinaios Michelakis, Ioannis Koutis, Christos Faloutsos
2011	—	`ch.`	Statistical Properties of Social Networks. Social Network Data Analytics Mary McGlohon, Leman Akoglu, Christos Faloutsos
2011	J	`jnl`	TWave: High-order analysis of functional MRI. NeuroImage Michael Barnathan, Vasileios Megalooikonomou, Christos Faloutsos, Scott Faro, Feroze B. Mohamed
2011	A*	`conf`	ThermoCast: a cyber-physical forecasting model for datacenters. KDD Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath, Andreas Terzis, Christos Faloutsos
2011	A*	`conf`	Threshold Conditions for Arbitrary Cascade Models on Arbitrary Networks. ICDM B. Aditya Prakash, Deepayan Chakrabarti, Michalis Faloutsos, Nicholas Valler, Christos Faloutsos
2011	—	`conf`	Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms. ECML/PKDD (2) Danai Koutra, Tai-You Ke, U Kang, Duen Horng Chau, Hsing-Kuo Kenneth Pao, Christos Faloutsos
2011	A	`conf`	WindMine: Fast and Effective Mining of Web-click Sequences. SDM Yasushi Sakurai, Lei Li, Yasuko Matsubara, Christos Faloutsos
2010	—	`conf`	Analysis of Large Multi-modal Social Networks: Patterns and a Generator. ECML/PKDD (1) Nan Du, Hao Wang, Christos Faloutsos
2010	—	`conf`	BASSET: Scalable Gateway Finder in Large Graphs. PAKDD (2) Hanghang Tong, Spiros Papadimitriou, Christos Faloutsos, Philip S. Yu, Tina Eliassi-Rad
2010	J	`jnl`	Bayesian Browsing Model: Exact Inference of Document Relevance from Petabyte-Scale Data. ACM Trans. Knowl. Discov. Data Chao Liu, Fan Guo, Christos Faloutsos
2010	—	`conf`	BoLeRO: A Principled Technique for Including Bone Length Constraints in Motion Capture Occlusion Filling. Symposium on Computer Animation Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos
2010	—	`ch.`	Community Evolution and Change Point Detection in Time-Evolving Graphs. Link Mining Jimeng Sun, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos
2010	J	`jnl`	Efficient Parallel Learning of Hidden Markov Chain Models on SMPs. IEICE Trans. Inf. Syst. Lei Li, Bin Fu, Christos Faloutsos
2010	—	`conf`	EigenDiagnostics: Spotting Connection Patterns and Outliers in Large Graphs. ICDM Workshops Koji Maruhashi, Christos Faloutsos
2010	—	`conf`	EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs. PAKDD (2) B. Aditya Prakash, Ashwin Sridharan, Mukund Seshadri, Sridhar Machiraju, Christos Faloutsos
2010	J	`jnl`	Fast Discovery of Group Lag Correlations in Streams. ACM Trans. Knowl. Discov. Data Yasushi Sakurai, Christos Faloutsos, Spiros Papadimitriou
2010	J	`jnl`	Fast Feature Selection using Fractal Dimension - Ten Years Later. J. Inf. Data Manag. Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos
2010	—	`conf`	Fast algorithms for time series mining. ICDE Workshops Lei Li, Christos Faloutsos
2010	J	`jnl`	Fast feature selection using fractal dimension. J. Inf. Data Manag. Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos
2010	A*	`conf`	Finding Clusters in subspaces of very large, multi-dimensional datasets. ICDE Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
2010	—	`ch.`	Graph Mining: Laws and Generators. Managing and Mining Graph Data Deepayan Chakrabarti, Christos Faloutsos, Mary McGlohon
2010	A	`conf`	HCDF: A Hybrid Community Discovery Framework. SDM Keith Henderson, Tina Eliassi-Rad, Spiros Papadimitriou, Christos Faloutsos
2010	—	`conf`	High-order concept discovery in functional brain imaging. ISBI Michael Barnathan, Vasileios Megalooikonomou, Christos Faloutsos, Feroze B. Mohamed, Scott Faro
2010	J	`jnl`	Kronecker Graphs: An Approach to Modeling Networks. J. Mach. Learn. Res. Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos, Zoubin Ghahramani
2010	—	`book`	Link Mining: Models, Algorithms, and Applications Link Mining Philip S. Yu, Jiawei Han, Christos Faloutsos
2010	A*	`conf`	Metric forensics: a multi-level approach for mining volatile graphs. KDD Keith Henderson, Tina Eliassi-Rad, Christos Faloutsos, Leman Akoglu, Lei Li, Koji Maruhashi, B. Aditya Prakash, Hanghang Tong
2010	—	`conf`	Mining Billion-Node Graphs: Patterns, Generators and Tools. ECML/PKDD (1) Christos Faloutsos
2010	A*	`conf`	Mining Billion-node Graphs: Patterns, Generators and Tools. ICDM Christos Faloutsos
2010	A*	`conf`	On the Vulnerability of Large Graphs. ICDM Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau
2010	J	`jnl`	Parsimonious Linear Fingerprinting for Time Series. Proc. VLDB Endow. Lei Li, B. Aditya Prakash, Christos Faloutsos
2010	A*	`conf`	Patterns on the Connected Components of Terabyte-Scale Graphs. ICDM U Kang, Mary McGlohon, Leman Akoglu, Christos Faloutsos
2010	—	`ch.`	Proximity Tracking on Dynamic Bipartite Graphs: Problem Definitions and Fast Solutions. Link Mining Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos
2010	A*	`conf`	QMAS: Querying, Mining and Summarization of Multi-modal Databases. ICDM Robson Leonardo Ferreira Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2010	A	`conf`	Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations. SDM U Kang, Charalampos E. Tsourakakis, Ana Paula Appel, Christos Faloutsos, Jure Leskovec
2010	—	`conf`	SBAD: Sequence Based Attack Detection via Sequence Comparison. PSDML Ching-Hao Mao, Hsing-Kuo Pao, Christos Faloutsos, Hahn-Ming Lee
2010	J	`jnl`	SPEX Bioinform. Kriti Puniyani, Christos Faloutsos, Eric P. Xing
2010	—	`conf`	Surprising Patterns for the Call Duration Distribution of Mobile Phone Users. ECML/PKDD (3) Pedro O. S. Vaz de Melo, Leman Akoglu, Christos Faloutsos, Antonio Alfredo Ferreira Loureiro
2010	—	`conf`	TWave: High-Order Analysis of Spatiotemporal Data. PAKDD (1) Michael Barnathan, Vasileios Megalooikonomou, Christos Faloutsos, Feroze B. Mohamed, Scott Faro
2010	—	`conf`	The Typhoon Track Classification using Tri-plots and Markov Chain. KDIR John Chien-Han Tseng, Hsing-Kuo Kenneth Pao, Christos Faloutsos
2010	J	`jnl`	Time series analysis with multiple resolutions. Inf. Syst. Qiang Wang, Vasileios Megalooikonomou, Christos Faloutsos
2010	—	`conf`	ValuePick: Towards a Value-Oriented Dual-Goal Recommender System. ICDM Workshops Leman Akoglu, Christos Faloutsos
2010	—	`conf`	Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms. ECML/PKDD (3) B. Aditya Prakash, Hanghang Tong, Nicholas Valler, Michalis Faloutsos, Christos Faloutsos
2010	—	`conf`	oddball: Spotting Anomalies in Weighted Graphs. PAKDD (2) Leman Akoglu, Mary McGlohon, Christos Faloutsos
2009	A*	`conf`	BBM: bayesian browsing model from petabyte-scale data. KDD Chao Liu, Fan Guo, Christos Faloutsos
2009	A*	`conf`	BGP-lens: patterns and anomalies in internet routing updates. KDD B. Aditya Prakash, Nicholas Valler, David G. Andersen, Michalis Faloutsos, Christos Faloutsos
2009	A*	`conf`	Click chain model in web search. WWW Fan Guo, Chao Liu, Anitha Kannan, Tom Minka, Michael J. Taylor, Yi Min Wang, Christos Faloutsos
2009	A*	`conf`	DOULION: counting triangles in massive graphs with a coin. KDD Charalampos E. Tsourakakis, U Kang, Gary L. Miller, Christos Faloutsos
2009	—	`ch.`	Direction-Aware Proximity on Graphs. Encyclopedia of Data Warehousing and Mining Hanghang Tong, Yehuda Koren, Christos Faloutsos
2009	A*	`conf`	DynaMMo: mining and summarization of coevolving sequences with missing values. KDD Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos
2009	—	`conf`	EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs. ICDM Workshops B. Aditya Prakash, Mukund Seshadri, Ashwin Sridharan, Sridhar Machiraju, Christos Faloutsos
2009	B	`conf`	Graph Mining: Patterns, Generators and Tools. CPM Christos Faloutsos
2009	A*	`conf`	Large human communication networks: patterns and a utility-driven generator. KDD Nan Du, Christos Faloutsos, Bai Wang, Leman Akoglu
2009	A	`conf`	Modeling Blog Dynamics. ICWSM Michaela Goetz, Jure Leskovec, Mary McGlohon, Christos Faloutsos
2009	—	`ch.`	NetCube. Selected Readings on Database Technologies and Applications Dimitris Margaritis, Christos Faloutsos, Sebastian Thrun
2009	—	`ch.`	NetCube. Database Technologies: Concepts, Methodologies, Tools, and Applications Dimitris Margaritis, Christos Faloutsos, Sebastian Thrun
2009	A*	`conf`	PEGASUS: A Peta-Scale Graph Mining System. ICDM U Kang, Charalampos E. Tsourakakis, Christos Faloutsos
2009	—	`conf`	RTG: A Recursive Realistic Graph Generator Using Random Typing. ECML/PKDD (1) Leman Akoglu, Christos Faloutsos
2009	J	`jnl`	RTG: a recursive realistic graph generator using random typing. Data Min. Knowl. Discov. Leman Akoglu, Christos Faloutsos
2009	—	`conf`	SHIFTR: a user-directed, link-based system for ad hoc sensemaking of large heterogeneous data collections. CHI Extended Abstracts Duen Horng Chau, Aniket Kittur, Christos Faloutsos, Jason I. Hong
2009	A*	`conf`	SNARE: a link analytic system for graph labeling and risk detection. KDD Mary McGlohon, Stephen Bay, Markus G. Anderle, David M. Steier, Christos Faloutsos
2009	A	`conf`	ShatterPlots: Fast Tools for Mining Large Graphs. SDM Ana Paula Appel, Deepayan Chakrabarti, Christos Faloutsos, Ravi Kumar, Jure Leskovec, Andrew Tomkins
2009	B	`conf`	Spectral Counting of Triangles in Power-Law Networks via Element-Wise Sparsification. ASONAM Charalampos E. Tsourakakis, Petros Drineas, Eirinaios Michelakis, Ioannis Koutis, Christos Faloutsos
2009	A*	`conf`	TANGENT: a novel, 'Surprise me', recommendation algorithm. KDD Kensuke Onuma, Hanghang Tong, Christos Faloutsos
2009	—	`conf`	Tailoring click models to user goals. WSCD@WSDM Fan Guo, Lei Li, Christos Faloutsos
2009	A	`conf`	iPoG: fast interactive proximity querying on graphs. CIKM Hanghang Tong, Huiming Qu, Hani Jamjoom, Christos Faloutsos
2008	A	`conf`	A novel optimization approach to efficiently process aggregate similarity queries in metric access methods. CIKM Humberto Luiz Razente, Maria Camila Nardini Barioni, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
2008	J	`jnl`	Bayesian Tensor Approach for 3-D Face Modeling. IEEE Trans. Circuits Syst. Video Technol. Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank
2008	B	`conf`	Bayesian tensor analysis. IJCNN Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos
2008	J	`jnl`	C-DEM: a multi-modal query system for Drosophila Embryo databases. Proc. VLDB Endow. Fan Guo, Lei Li, Christos Faloutsos, Eric P. Xing
2008	A*	`conf`	Colibri: fast mining of large static and dynamic graphs. KDD Hanghang Tong, Spiros Papadimitriou, Jimeng Sun, Philip S. Yu, Christos Faloutsos
2008	A*	`conf`	Compact Similarity Joins. ICDE Brent Bryan, Frederick Eberhardt, Christos Faloutsos
2008	A*	`conf`	Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps. KDD Lei Li, Wenjie Fu, Fan Guo, Todd C. Mowry, Christos Faloutsos
2008	A	`conf`	Efficient Distribution Mining and Classification. SDM Yasushi Sakurai, Rosalynn Chong, Lei Li, Christos Faloutsos
2008	J	`jnl`	Epidemic thresholds in real networks. ACM Trans. Inf. Syst. Secur. Deepayan Chakrabarti, Yang Wang, Chenxi Wang, Jure Leskovec, Christos Faloutsos
2008	—	`conf`	FMDistance: A Fast and Effective Distance Function for Motion Capture Data. Eurographics (Short Papers) Kensuke Onuma, Christos Faloutsos, Jessica K. Hodgins
2008	J	`jnl`	Fast Monitoring Proximity and Centrality on Time-evolving Bipartite Graphs. Stat. Anal. Data Min. Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos
2008	A	`conf`	Fast mining of complex time-stamped events. CIKM Hanghang Tong, Yasushi Sakurai, Tina Eliassi-Rad, Christos Faloutsos
2008	—	`conf`	GRAPHITE: A Visual Query System for Large Graphs. ICDM Workshops Duen Horng Chau, Christos Faloutsos, Hanghang Tong, Jason I. Hong, Brian Gallagher, Tina Eliassi-Rad
2008	B	`conf`	Graph Mining: Laws, Generators and Tools. PAKDD Christos Faloutsos
2008	—	`conf`	Graph mining and influence propagation. WICOW Christos Faloutsos
2008	A	`conf`	Graph mining: laws, generators and tools. Internet Measurement Conference Christos Faloutsos
2008	—	`conf`	Hierarchical, Parameter-Free Community Discovery. ECML/PKDD (2) Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Philip S. Yu
2008	J	`jnl`	Incremental tensor analysis: Theory and applications. ACM Trans. Knowl. Discov. Data Jimeng Sun, Dacheng Tao, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos
2008	J	`jnl`	Kronecker Graphs: An Approach to Modeling Networks. CoRR Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos, Zoubin Ghahramani
2008	—	`conf`	Laziness is a Virtue: Motion Stitching Using Effort Minimization. Eurographics (Short Papers) Lei Li, James McCann, Christos Faloutsos, Nancy S. Pollard
2008	J	`jnl`	Less is More: Sparse Graph Mining with Compact Matrix Decomposition. Stat. Anal. Data Min. Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos
2008	A*	`conf`	Mobile call graphs: beyond power-law and lognormal distributions. KDD Mukund Seshadri, Sridhar Machiraju, Ashwin Sridharan, Jean Bolot, Christos Faloutsos, Jure Leskovec
2008	A*	`conf`	Monitoring Network Evolution using MDL. ICDE Jure Ferlez, Christos Faloutsos, Jure Leskovec, Dunja Mladenic, Marko Grobelnik
2008	—	`conf`	Outlier-robust clustering using independent components. SIGMOD Conference Christian Böhm, Christos Faloutsos, Claudia Plant
2008	—	`ed.`	Proceedings of the first Workshop on Online Social Networks, WOSN 2008, Seattle, WA, USA, August 17-22, 2008 WOSN Christos Faloutsos, Thomas Karagiannis, Pablo Rodriguez
2008	A	`conf`	Protein complex identification by supervised graph local clustering. ISMB Yanjun Qi, Fernanda Balem, Christos Faloutsos, Judith Klein-Seetharaman, Ziv Bar-Joseph
2008	A	`conf`	Proximity Tracking on Time-Evolving Bipartite Graphs. SDM Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos
2008	A*	`conf`	RTM: Laws and a Recursive Generator for Weighted Time-Evolving Graphs. ICDM Leman Akoglu, Mary McGlohon, Christos Faloutsos
2008	J	`jnl`	Random walk with restart: fast solutions and applications. Knowl. Inf. Syst. Hanghang Tong, Christos Faloutsos, Jia-Yu Pan
2008	A	`conf`	Semi-Supervised Learning Based on Semiparametric Regularization. SDM Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos
2008	A*	`conf`	Social networks: looking ahead. KDD Ravi Kumar, Alexander Tuzhilin, Christos Faloutsos, David D. Jensen, Gueorgi Kossinets, Jure Leskovec, Andrew Tomkins
2008	—	`conf`	Toward a Comprehensive Model in Internet Auction Fraud Detection. HICSS Bin Zhang, Yi Zhou, Christos Faloutsos
2008	—	`conf`	Two Heads Better Than One: Pattern Discovery in Time-Evolving Multi-aspect Data. ECML/PKDD (1) Jimeng Sun, Charalampos E. Tsourakakis, Evan Hoke, Christos Faloutsos, Tina Eliassi-Rad
2008	J	`jnl`	Two heads better than one: pattern discovery in time-evolving multi-aspect data. Data Min. Knowl. Discov. Jimeng Sun, Charalampos E. Tsourakakis, Evan Hoke, Christos Faloutsos, Tina Eliassi-Rad
2008	—	`conf`	Unsupervised modeling and recognition of object categories with combination of visual contents and geometric similarity links. Multimedia Information Retrieval Gunhee Kim, Christos Faloutsos, Martial Hebert
2008	A*	`conf`	Unsupervised modeling of object categories using link analysis techniques. CVPR Gunhee Kim, Christos Faloutsos, Martial Hebert
2008	A	`conf`	Using Utility to Provision Storage Systems. FAST John D. Strunk, Eno Thereska, Christos Faloutsos, Gregory R. Ganger
2008	A*	`conf`	Using ghost edges for classification in sparsely labeled networks. KDD Brian Gallagher, Hanghang Tong, Tina Eliassi-Rad, Christos Faloutsos
2008	A*	`conf`	Weighted graphs and disconnected components: patterns and a generator. KDD Mary McGlohon, Leman Akoglu, Christos Faloutsos
2007	A	`conf`	A Max Margin Framework on Image Annotation and Multimodal Image Retrieval. ICME Zhen Guo, Zhongfei Zhang, Eric P. Xing, Christos Faloutsos
2007	J	`jnl`	A fast and effective method to find correlations among attributes in databases. Data Min. Knowl. Discov. Elaine P. M. de Sousa, Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos
2007	B	`conf`	Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii. SSDBM Marcos R. Vieira, Caetano Traina Jr., Agma J. M. Traina, Adriano S. Arantes, Christos Faloutsos
2007	A*	`conf`	Cost-effective outbreak detection in networks. KDD Jure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne M. VanBriesen, Natalie S. Glance
2007	—	`conf`	Data Mining Using Fractals and Power Laws. APWeb/WAIM Christos Faloutsos
2007	—	`conf`	Database techniques with motion capture. SIGGRAPH Courses Christos Faloutsos, Jessica K. Hodgins, Nancy S. Pollard
2007	—	`ch.`	Dimensionality Reduction and Forecasting on Streams. Data Streams - Models and Algorithms Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos
2007	A*	`conf`	Enhanced max margin learning on multimodal data mining in a multimedia database. KDD Zhen Guo, Zhongfei Zhang, Eric P. Xing, Christos Faloutsos
2007	A*	`conf`	Fast best-effort pattern matching in large attributed graphs. KDD Hanghang Tong, Christos Faloutsos, Brian Gallagher, Tina Eliassi-Rad
2007	A*	`conf`	Fast direction-aware proximity for graph mining. KDD Hanghang Tong, Christos Faloutsos, Yehuda Koren
2007	A	`conf`	Finding patterns in blog shapes and blog evolution. ICWSM Mary McGlohon, Jure Leskovec, Christos Faloutsos, Matthew Hurst, Natalie S. Glance
2007	J	`jnl`	Graph evolution: Densification and shrinking diameters. ACM Trans. Knowl. Discov. Data Jure Leskovec, Jon M. Kleinberg, Christos Faloutsos
2007	A*	`conf`	GraphScope: parameter-free mining of large time-evolving graphs. KDD Jimeng Sun, Christos Faloutsos, Spiros Papadimitriou, Philip S. Yu
2007	A*	`conf`	Information Survival Threshold in Sensor and P2P Networks. INFOCOM Deepayan Chakrabarti, Jure Leskovec, Christos Faloutsos, Samuel Madden, Carlos Guestrin, Michalis Faloutsos
2007	A	`conf`	Less is More: Compact Matrix Decomposition for Large Sparse Graphs. SDM Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos
2007	—	`conf`	Mining large graphs and streams using matrix and tensor tools. SIGMOD Conference Christos Faloutsos, Tamara G. Kolda, Jimeng Sun
2007	A*	`conf`	Netprobe: a fast and scalable system for fraud detection in online auction networks. WWW Shashank Pandit, Duen Horng Chau, Samuel Wang, Christos Faloutsos
2007	J	`jnl`	On data mining, compression, and Kolmogorov complexity. Data Min. Knowl. Discov. Christos Faloutsos, Vasileios Megalooikonomou
2007	A*	`conf`	Parallel crawling for online social networks. WWW Duen Horng Chau, Shashank Pandit, Samuel Wang, Christos Faloutsos
2007	A	`conf`	Patterns of Cascading Behavior in Large Blog Graphs. SDM Jure Leskovec, Mary McGlohon, Christos Faloutsos, Natalie S. Glance, Matthew Hurst
2007	—	`conf`	Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. ICONIP (1) Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos
2007	J	`jnl`	RIC: Parameter-free noise-robust clustering. ACM Trans. Knowl. Discov. Data Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant
2007	A*	`conf`	Scalable modeling of real graphs using Kronecker multiplication. ICML Jure Leskovec, Christos Faloutsos
2007	A*	`conf`	Stream Monitoring under the Time Warping Distance. ICDE Yasushi Sakurai, Christos Faloutsos, Masashi Yamamuro
2007	J	`jnl`	TKDE Guidelines for Survey Papers. IEEE Trans. Knowl. Data Eng. Christopher W. Clifton, Xindong Wu, Christos Faloutsos
2007	J	`jnl`	The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient. VLDB J. Caetano Traina Jr., Roberto F. Santos Filho, Agma J. M. Traina, Marcos R. Vieira, Christos Faloutsos
2007	J	`jnl`	Visualization of large networks with min-cut plots, A-plots and R-MAT. Int. J. Hum. Comput. Stud. Deepayan Chakrabarti, Christos Faloutsos, Yiping Zhan
2006	—	`conf`	An Adaptive Two-Phase Approach to WiFi Location Sensing. PerCom Workshops Wenyao Ho, Asim Smailagic, Daniel P. Siewiorek, Christos Faloutsos
2006	A*	`conf`	Automatic mining of fruit fly embryo images. KDD Jia-Yu Pan, André G. R. Balan, Eric P. Xing, Agma J. M. Traina, Christos Faloutsos
2006	A*	`conf`	Beyond streams and graphs: dynamic tensor analysis. KDD Jimeng Sun, Dacheng Tao, Christos Faloutsos
2006	A*	`conf`	Center-piece subgraphs: problem definition and fast solutions. KDD Hanghang Tong, Christos Faloutsos
2006	—	`conf`	Data Mining Using Fractals and Power Laws. SETN Christos Faloutsos
2006	—	`conf`	Detecting Fraudulent Personalities in Networks of Online Auctioneers. PKDD Duen Horng Chau, Shashank Pandit, Christos Faloutsos
2006	B	`conf`	Distributed Pattern Discovery in Multiple Streams. PAKDD Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos
2006	J	`jnl`	Efficient Discovery of Unusual Patterns in Time Series . New Gener. Comput. Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2006	A	`conf`	Efficient processing of complex similarity queries in RDBMS through query rewriting. CIKM Caetano Traina Jr., Agma J. M. Traina, Marcos R. Vieira, Adriano S. Arantes, Christos Faloutsos
2006	Misc	`conf`	Evaluating the intrinsic dimension of evolving data streams. SAC Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2006	J	`jnl`	Example-Based Outlier Detection for High Dimensional Datasets. Inf. Media Technol. Cui Zhu, Hiroyuki Kitagawa, Christos Faloutsos
2006	A*	`conf`	Fast Random Walk with Restart and Its Applications. ICDM Hanghang Tong, Christos Faloutsos, Jia-Yu Pan
2006	A*	`conf`	GMine: A System for Scalable, Interactive Graph Visualization and Mining. VLDB José Fernando Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec
2006	J	`jnl`	Graph mining: Laws, generators, and algorithms. ACM Comput. Surv. Deepayan Chakrabarti, Christos Faloutsos
2006	A*	`conf`	InteMon: Intelligent System Monitoring on Large Clusters. VLDB Evan Hoke, Jimeng Sun, Christos Faloutsos
2006	J	`jnl`	InteMon: continuous mining of sensor data in large-scale self-infrastructures. ACM SIGOPS Oper. Syst. Rev. Evan Hoke, Jimeng Sun, John D. Strunk, Gregory R. Ganger, Christos Faloutsos
2006	—	`conf`	Intelligent system monitoring on large clusters. DMSN Jimeng Sun, Evan Hoke, John D. Strunk, Gregory R. Ganger, Christos Faloutsos
2006	A*	`conf`	Robust information-theoretic clustering. KDD Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant
2006	A*	`conf`	Sampling from large graphs. KDD Jure Leskovec, Christos Faloutsos
2006	J	`jnl`	Spatial Query Estimation without the Local Uniformity Assumption. GeoInformatica Yufei Tao, Christos Faloutsos, Dimitris Papadias
2006	C	`conf`	SuperGraph Visualization. ISM José Fernando Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
2005	—	`conf`	A Comparative Study of Feature Vector-Based Topic Detection Schemes A Comparative Study of Feature Vector-Based Topic Detection Schemes. WIRI Masafumi Hamamoto, Hiroyuki Kitagawa, Jia-Yu Pan, Christos Faloutsos
2005	A*	`conf`	A Multiresolution Symbolic Representation of Time Series. ICDE Vasileios Megalooikonomou, Qiang Wang, Guo Li, Christos Faloutsos
2005	A*	`conf`	AutoLag: Automatic Discovery of Lag Correlations in Stream Data. ICDE Yasushi Sakurai, Spiros Papadimitriou, Christos Faloutsos
2005	—	`conf`	BRAID: Stream Mining through Group Lag Correlations. SIGMOD Conference Yasushi Sakurai, Spiros Papadimitriou, Christos Faloutsos
2005	J	`jnl`	Editorial: TKDE Topic Area Revisions. IEEE Trans. Knowl. Data Eng. Xindong Wu, Christos Faloutsos
2005	A*	`conf`	Example-Based Robust Outlier Detection in High Dimensional Datasets. ICDM Cui Zhu, Hiroyuki Kitagawa, Christos Faloutsos
2005	A*	`conf`	FTW: fast similarity search under the time warping distance. PODS Yasushi Sakurai, Masatoshi Yoshikawa, Christos Faloutsos
2005	J	`jnl`	Fast estimation of fractal dimension and correlation integral on stream data. Inf. Process. Lett. Angeline Wong, Leejay Wu, Phillip B. Gibbons, Christos Faloutsos
2005	A*	`conf`	Graphs over time: densification laws, shrinking diameters and possible explanations. KDD Jure Leskovec, Jon M. Kleinberg, Christos Faloutsos
2005	—	`conf`	Mining Time Series Data. SBBD Christos Faloutsos
2005	A*	`conf`	Neighborhood Formation and Anomaly Detection in Bipartite Graphs. ICDM Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos
2005	A	`conf`	On Multidimensional Data and Modern Disks. FAST Steven W. Schlosser, Jiri Schindler, Stratos Papadomanolakis, Minglong Shao, Anastassia Ailamaki, Christos Faloutsos, Gregory R. Ganger
2005	A*	`conf`	Online Latent Variable Detection in Sensor Networks. ICDE Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos
2005	A*	`conf`	Parameter-Free Spatial Data Mining Using MDL. ICDM Spiros Papadimitriou, Aristides Gionis, Panayiotis Tsaparas, Risto A. Väisänen, Heikki Mannila, Christos Faloutsos
2005	—	`conf`	Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication. PKDD Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos
2005	J	`jnl`	Relevance search and anomaly detection in bipartite graphs. SIGKDD Explor. Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos
2005	—	`conf`	Research issues in protein location image databases. SIGMOD Conference Robert F. Murphy, Christos Faloutsos
2005	A*	`conf`	Streaming Pattern Discovery in Multiple Time-Series. VLDB Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos
2005	A*	`conf`	ViVo: Visual Vocabulary Construction for Mining Biomedical Images. ICDM Arnab Bhattacharya, Vebjorn Ljosa, Jia-Yu Pan, Mark R. Verardo, Hyung-Jeong Yang, Christos Faloutsos, Ambuj K. Singh
2004	J	`jnl`	Adaptive, unsupervised stream mining. VLDB J. Spiros Papadimitriou, Anthony Brockwell, Christos Faloutsos
2004	A*	`conf`	Approximate Temporal Aggregation. ICDE Yufei Tao, Dimitris Papadias, Christos Faloutsos
2004	A*	`conf`	Auditing Compliance with a Hippocratic Database. VLDB Rakesh Agrawal, Roberto J. Bayardo Jr., Christos Faloutsos, Jerry Kiernan, Ralf Rantzau, Ramakrishnan Srikant
2004	B	`conf`	AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases. PAKDD Jia-Yu Pan, Hiroyuki Kitagawa, Christos Faloutsos, Masafumi Hamamoto
2004	C	`conf`	Automated Assistance for Eliciting User Expectations. SEKE Orna Raz, Rebecca B. Buchheit, Mary Shaw, Philip Koopman, Christos Faloutsos
2004	A	`conf`	Automatic image captioning. ICME Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu, Christos Faloutsos
2004	A*	`conf`	Automatic multimedia cross-modal correlation discovery. KDD Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu
2004	A*	`conf`	Fast discovery of connection subgraphs. KDD Christos Faloutsos, Kevin S. McCurley, Andrew Tomkins
2004	J	`jnl`	Fractal dimension and vector quantization. Inf. Process. Lett. Krishna Kumaraswamy, Vasileios Megalooikonomou, Christos Faloutsos
2004	A*	`conf`	Fully automatic cross-associations. KDD Deepayan Chakrabarti, Spiros Papadimitriou, Dharmendra S. Modha, Christos Faloutsos
2004	—	`conf`	GCap: Graph-Based Automatic Image Captioning. MDDE Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu
2004	—	`conf`	GCap: Graph-based Automatic Image Captioning. CVPR Workshops Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu
2004	—	`conf`	Indexing and Mining Streams. SIGMOD Conference Christos Faloutsos
2004	A*	`conf`	MMSS: Multi-Modal Story-Oriented Video Summarization. ICDM Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos
2004	B	`conf`	OBE: Outlier by Example. PAKDD Cui Zhu, Hiroyuki Kitagawa, Spiros Papadimitriou, Christos Faloutsos
2004	—	`conf`	Prediction and Indexing of Moving Objects with Unknown Motion Patterns. SIGMOD Conference Yufei Tao, Christos Faloutsos, Dimitris Papadias, Bin Liu
2004	A	`conf`	R-MAT: A Recursive Model for Graph Mining. SDM Deepayan Chakrabarti, Yiping Zhan, Christos Faloutsos
2004	A*	`conf`	Recovering latent time-series from their observed sums: network tomography with particle filters. KDD Edoardo M. Airoldi, Christos Faloutsos
2004	B	`conf`	Relation between Fractal Dimension and Performance of Vector Quantization. Data Compression Conference Krishna Kumaraswamy, Christos Faloutsos, Guoqiang Shan, Vasileios Megalooikonomou
2004	B	`conf`	Segmenting Motion Capture Data into Distinct Behaviors. Graphics Interface Jernej Barbic, Alla Safonova, Jia-Yu Pan, Christos Faloutsos, Jessica K. Hodgins, Nancy S. Pollard
2004	B	`conf`	Storage Device Performance Prediction with CART Models. MASCOTS Mengzhi Wang, Kinman Au, Anastassia Ailamaki, Anthony Brockwell, Christos Faloutsos, Gregory R. Ganger
2004	A*	`conf`	Storage device performance prediction with CART models. SIGMETRICS Mengzhi Wang, Kinman Au, Anastassia Ailamaki, Anthony Brockwell, Christos Faloutsos, Gregory R. Ganger
2003	A*	`conf`	Adaptive, Hands-Off Stream Mining. VLDB Spiros Papadimitriou, Anthony Brockwell, Christos Faloutsos
2003	J	`jnl`	An environmental sensor network to determine drinking water quality and security. SIGMOD Rec. Anastassia Ailamaki, Christos Faloutsos, Paul S. Fischbeck, Mitchell J. Small, Jeanne M. VanBriesen
2003	B	`conf`	Cross-Outlier Detection. SSTD Spiros Papadimitriou, Christos Faloutsos
2003	B	`conf`	Electricity Based External Similarity of Categorical Attributes. PAKDD Christopher R. Palmer, Christos Faloutsos
2003	B	`conf`	Epidemic Spreading in Real Networks: An Eigenvalue Viewpoint. SRDS Yang Wang, Deepayan Chakrabarti, Chenxi Wang, Christos Faloutsos
2003	A*	`conf`	LOCI: Fast Outlier Detection Using the Local Correlation Integral. ICDE Spiros Papadimitriou, Hiroyuki Kitagawa, Phillip B. Gibbons, Christos Faloutsos
2003	—	`conf`	Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data. ECML Christos Faloutsos
2003	—	`conf`	Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data. PKDD Christos Faloutsos
2003	J	`jnl`	Power laws and the AS-level internet topology. IEEE/ACM Trans. Netw. Georgos Siganos, Michalis Faloutsos, Petros Faloutsos, Christos Faloutsos
2003	A*	`ed.`	Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24 - 27, 2003 KDD Lise Getoor, Ted E. Senator, Pedro M. Domingos, Christos Faloutsos
2003	A	`conf`	The power-method: a comprehensive estimation technique for multi-dimensional queries. CIKM Yufei Tao, Christos Faloutsos, Dimitris Papadias
2002	A	`conf`	"GeoPlot": spatial data mining on video libraries. CIKM Jia-Yu Pan, Christos Faloutsos
2002	A*	`conf`	ANF: a fast and scalable tool for data mining in massive graphs. KDD Christopher R. Palmer, Phillip B. Gibbons, Christos Faloutsos
2002	J	`jnl`	Capturing the spatio-temporal behavior of real traffic data. Perform. Evaluation Mengzhi Wang, Anastassia Ailamaki, Christos Faloutsos
2002	A*	`conf`	Data Mining Meets Performance Evaluation: Fast Algorithms for Modeling Bursty Traffic. ICDE Mengzhi Wang, Ngai Hang Chan, Spiros Papadimitriou, Christos Faloutsos, Tara M. Madhyastha
2002	—	`conf`	Data Visualization in RDBMS. ISDB Maria Camila Nardini Barioni, Elisângela Botelho, Christos Faloutsos, Humberto Luiz Razente, Agma J. M. Traina, Caetano Traina Jr.
2002	J	`jnl`	Data-driven evolution of data mining algorithms. Commun. ACM Padhraic Smyth, Daryl Pregibon, Christos Faloutsos
2002	A	`conf`	F4: large-scale automated forecasting using fractals. CIKM Deepayan Chakrabarti, Christos Faloutsos
2002	J	`jnl`	Fast Indexing and Visualization of Metric Data Sets using Slim-Trees. IEEE Trans. Knowl. Data Eng. Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos, Bernhard Seeger
2002	B	`conf`	FastCARS: fast, correlation-aware sampling for network data mining. GLOBECOM Jia-Yu Pan, Srinivasan Seshan, Christos Faloutsos
2002	J	`jnl`	Fundamentals of Scheduling and Performance of Video Tape Libraries. Multim. Tools Appl. Costas Georgiadis, Peter Triantafillou, Christos Faloutsos
2002	A	`conf`	Future directions in data mining: streams, networks, self-similarity and power laws. CIKM Christos Faloutsos
2002	A	`conf`	How to improve the pruning ability of dynamic metric access methods. CIKM Caetano Traina Jr., Agma J. M. Traina, Roberto F. Santos Filho, Christos Faloutsos
2002	J	`jnl`	ImageMap: An Image Indexing Method Based on Spatial Similarity. IEEE Trans. Knowl. Data Eng. Euripides G. M. Petrakis, Christos Faloutsos, King-Ip Lin
2002	B	`conf`	Indexing Values in Continuous Field Databases. EDBT Myoung-Ah Kang, Christos Faloutsos, Robert Laurini, Sylvie Servigne
2002	J	`jnl`	KDD-2002 Workshop Report Fractals and Self-similarity in Data Mining: Issues and Approaches. SIGKDD Explor. Jafar Adibi, Christos Faloutsos
2002	A*	`conf`	Making every bit count: fast nonlinear axis scaling. KDD Leejay Wu, Christos Faloutsos
2002	A*	`conf`	Sensor Data Mining: Similarity Search and Pattern Analysis. VLDB Christos Faloutsos
2002	—	`conf`	VideoCube: A Novel Tool for Video Mining and Classification. ICADL Jia-Yu Pan, Christos Faloutsos
2001	J	`jnl`	Accurate Modeling of Region Data. IEEE Trans. Knowl. Data Eng. Guido Proietti, Christos Faloutsos
2001	J	`jnl`	Active Disks for Large-Scale Data Processing. Computer Erik Riedel, Christos Faloutsos, Garth A. Gibson, David Nagle
2001	J	`jnl`	Analysis of the Clustering Properties of the Hilbert Space-Filling Curve. IEEE Trans. Knowl. Data Eng. Bongki Moon, H. V. Jagadish, Christos Faloutsos, Joel H. Saltz
2001	J	`jnl`	Identifying Web Browsing Trends and Patterns. Computer Alan L. Montgomery, Christos Faloutsos
2001	J	`jnl`	Multimedia Queries by Example and Relevance Feedback. IEEE Data Eng. Bull. Leejay Wu, Christos Faloutsos, Katia P. Sycara, Terry R. Payne
2001	A*	`conf`	NetCube: A Scalable Tool for Fast Data Mining and Compression. VLDB Dimitris Margaritis, Christos Faloutsos, Sebastian Thrun
2001	J	`jnl`	On the 'Dimensionality Curse' and the 'Self-Similarity Blessing'. IEEE Trans. Knowl. Data Eng. Flip Korn, Bernd-Uwe Pagel, Christos Faloutsos
2001	A*	`conf`	Similarity Search without Tears: The OMNI Family of All-purpose Access Methods. ICDE Roberto F. Santos Filho, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2001	A*	`conf`	The "DGX" distribution for mining massive, skewed data. KDD Zhiqiang Bi, Christos Faloutsos, Flip Korn
2001	A*	`conf`	Tri-plots: scalable tools for multidimensional data mining. KDD Agma J. M. Traina, Caetano Traina Jr., Spiros Papadimitriou, Christos Faloutsos
2001	—	`conf`	VideoGraph: a new tool for video mining and classification. JCDL Jia-Yu Pan, Christos Faloutsos
2000	J	`jnl`	Analysis of Range Queries and Self-Spatial Join Queries on Real Region Datasets Stored Using an R-Tree. IEEE Trans. Knowl. Data Eng. Guido Proietti, Christos Faloutsos
2000	—	`conf`	Data Mining on an OLTP System (Nearly) for Free. SIGMOD Conference Erik Riedel, Christos Faloutsos, Gregory R. Ganger, David Nagle
2000	A*	`conf`	Deflating the Dimensionality Curse Using Multiple Fractal Dimensions. ICDE Bernd-Uwe Pagel, Flip Korn, Christos Faloutsos
2000	—	`conf`	Density Biased Sampling: An Improved Method for Data Mining and Clustering. SIGMOD Conference Christopher R. Palmer, Christos Faloutsos
2000	A*	`conf`	Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees. ICDE Caetano Traina Jr., Agma J. M. Traina, Christos Faloutsos
2000	A*	`conf`	FALCON: Feedback Adaptive Loop for Content-Based Retrieval. VLDB Leejay Wu, Christos Faloutsos, Katia P. Sycara, Terry R. Payne
2000	—	`conf`	Fast Feature Selection Using Fractal Dimension. SBBD Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos
2000	A*	`conf`	Fast Time Sequence Indexing for Arbitrary Lp Norms. VLDB Byoung-Kee Yi, Christos Faloutsos
2000	A*	`conf`	Online Data Mining for Co-Evolving Time Sequences. ICDE Byoung-Kee Yi, Nikolaos D. Sidiropoulos, Theodore Johnson, H. V. Jagadish, Christos Faloutsos, Alexandros Biliris
2000	J	`jnl`	Quantifiable Data Mining Using Ratio Rules. VLDB J. Flip Korn, Alexandros Labrinidis, Yannis Kotidis, Christos Faloutsos
2000	J	`jnl`	Reminiscences on Influential Papers. SIGMOD Rec. Kenneth A. Ross, Christos Faloutsos, Alon Y. Levy, Patrick E. O'Neil, Eric Simon, Divesh Srivastava, Victor Vianu, Gerhard Weikum
2000	—	`conf`	Searching, Data Mining and Visualization of Multimedia Data. VDB Christos Faloutsos
2000	B	`conf`	Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes. EDBT Caetano Traina Jr., Agma J. M. Traina, Bernhard Seeger, Christos Faloutsos
2000	—	`conf`	Spatial Join Selectivity Using Power Laws. SIGMOD Conference Christos Faloutsos, Bernhard Seeger, Agma J. M. Traina, Caetano Traina Jr.
1999	J	`jnl`	Automated Learning and Discovery State-of-the-Art and Research Topics in a Rapidly Growing Field. AI Mag. Sebastian Thrun, Christos Faloutsos, Tom M. Mitchell, Larry A. Wasserman
1999	A*	`conf`	I/O Complexity for Range Queries on Region Data Stored Using an R-tree. ICDE Guido Proietti, Christos Faloutsos
1999	A	`conf`	Informed Prefetching of Collective Input/Output Requests. SC Tara M. Madhyastha, Garth A. Gibson, Christos Faloutsos
1999	A*	`conf`	On Power-law Relationships of the Internet Topology. SIGCOMM Michalis Faloutsos, Petros Faloutsos, Christos Faloutsos
1999	—	`ed.`	SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania, USA. Alex Delis, Christos Faloutsos, Shahram Ghandeharizadeh
1998	A*	`conf`	Active Storage for Large-Scale Data Mining and Multimedia. VLDB Erik Riedel, Garth A. Gibson, Christos Faloutsos
1998	J	`jnl`	Designing Access Methods for Bitemporal Databases. IEEE Trans. Knowl. Data Eng. Anil Kumar, Vassilis J. Tsotras, Christos Faloutsos
1998	—	`conf`	Developing High-Level Representations of Video Clips using VideoTrails. Storage and Retrieval for Image and Video Databases (SPIE) Vikrant Kobla, David S. Doermann, Christos Faloutsos
1998	A*	`conf`	Efficient Retrieval of Similar Time Sequences Under Time Warping. ICDE Byoung-Kee Yi, H. V. Jagadish, Christos Faloutsos
1998	J	`jnl`	Fast and Effective Retrieval of Medical Tumor Shapes. IEEE Trans. Knowl. Data Eng. Flip Korn, Nikolaos D. Sidiropoulos, Christos Faloutsos, Eliot L. Siegel, Zenon Protopapas
1998	A*	`conf`	Image Indexing and Retrieval Based on Human Perceptual Color Clustering. CVPR Yihong Gong, Guido Proietti, Christos Faloutsos
1998	A*	`conf`	MindReader: Querying Databases Through Multiple Examples. VLDB Yoshiharu Ishikawa, Ravishankar Subramanya, Christos Faloutsos
1998	J	`jnl`	Overlay Striping and Optimal Parallel I/O for Modern Applications. Parallel Comput. Peter Triantafillou, Christos Faloutsos
1998	A*	`conf`	Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining. VLDB Flip Korn, Alexandros Labrinidis, Yannis Kotidis, Christos Faloutsos
1998	A	`conf`	Selectivity Estimation of Window Queries. CIKM Guido Proietti, Christos Faloutsos
1998	J	`jnl`	Self-Spacial Join Selectivity Estimation Using Fractal Concepts. ACM Trans. Inf. Syst. Alberto Belussi, Christos Faloutsos
1997	—	`conf`	A signature technique for similarity-based queries. SEQUENCES Christos Faloutsos, H. V. Jagadish, Alberto O. Mendelzon, Tova Milo
1997	—	`book`	Advanced Database Systems. Carlo Zaniolo, Stefano Ceri, Christos Faloutsos, Richard T. Snodgrass, V. S. Subrahmanian, Roberto V. Zicari
1997	J	`jnl`	Analysis of the n-Dimensional Quadtree Decomposition for Arbitrary Hyperectangles. IEEE Trans. Knowl. Data Eng. Christos Faloutsos, H. V. Jagadish, Yannis Manolopoulos
1997	—	`conf`	Compressed-Domain Video Indexing Techniques Using DCT and Motion Vector Information in MPEG Video. Storage and Retrieval for Image and Video Databases (SPIE) Vikrant Kobla, David S. Doermann, King-Ip Lin, Christos Faloutsos
1997	—	`conf`	Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences. SIGMOD Conference Flip Korn, H. V. Jagadish, Christos Faloutsos
1997	—	`ch.`	Indexing of Multimedia Data. Multimedia Databases in Perspective Christos Faloutsos
1997	A*	`conf`	Multidimensional Access Methods: Trees Have Grown Everywhere. VLDB Timos K. Sellis, Nick Roussopoulos, Christos Faloutsos
1997	—	`conf`	Multimedia Indexing over the Web. Storage and Retrieval for Image and Video Databases (SPIE) Brent Agnew, Christos Faloutsos, Zhengyu Wang, Donald J. Welch, Xiaogang Xue
1997	A*	`conf`	Recovering Information from Summary Data. VLDB Christos Faloutsos, H. V. Jagadish, Nikolaos D. Sidiropoulos
1997	J	`jnl`	Relaxing the Uniformity and Independence Assumptions Using the Concept of Fractal Dimension. J. Comput. Syst. Sci. Christos Faloutsos, Ibrahim Kamel
1997	J	`jnl`	Similarity Searching in Medical Image Databases. IEEE Trans. Knowl. Data Eng. Euripides G. M. Petrakis, Christos Faloutsos
1997	J	`jnl`	The New Jersey Data Reduction Report. IEEE Data Eng. Bull. Daniel Barbará, William DuMouchel, Christos Faloutsos, Peter J. Haas, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Theodore Johnson, Raymond T. Ng, Viswanath Poosala, Kenneth A. Ross, Kenneth C. Sevcik
1996	A*	`conf`	Analysis of n-Dimensional Quadtrees using the Hausdorff Fractal Dimension VLDB Christos Faloutsos, Volker Gaede
1996	B	`conf`	Declustering Spatial Databases on a Multi-Computer Architecture. EDBT Nick Koudas, Christos Faloutsos, Ibrahim Kamel
1996	—	`ch.`	Design and Implementation of QBISM, a 3D Medical Image Database System. Multimedia Database System: Issues and Research Direction Manish Arya, William F. Cody, Christos Faloutsos, Joel E. Richardson, Arthur Toya
1996	J	`jnl`	Experimenting with Pattern-Matching Algorithms. Inf. Sci. Yannis Manolopoulos, Christos Faloutsos
1996	A*	`conf`	Fast Nearest Neighbor Search in Medical Image Databases. VLDB Flip Korn, Nikolaos D. Sidiropoulos, Christos Faloutsos, Eliot L. Siegel, Zenon Protopapas
1996	A*	`conf`	Modeling Skewed Distribution Using Multifractals and the '80-20' Law. VLDB Christos Faloutsos, Yossi Matias, Abraham Silberschatz
1996	—	`book`	Searching Multimedia Databases by Content. Christos Faloutsos
1995	—	`conf`	Access Methods for Bi-Temporal Databases Temporal Databases Anil Kumar, Vassilis J. Tsotras, Christos Faloutsos
1995	A*	`conf`	Estimating the Selectivity of Spatial Queries Using the 'Correlation' Fractal Dimension. VLDB Alberto Belussi, Christos Faloutsos
1995	J	`jnl`	Fast Searching by Content in Multimedia Databases. IEEE Data Eng. Bull. Christos Faloutsos
1995	—	`conf`	FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets. SIGMOD Conference Christos Faloutsos, King-Ip Lin
1995	J	`jnl`	Flexible and Adaptable Buffer Management Techniques for Database Management Systems. IEEE Trans. Computers Christos Faloutsos, Raymond T. Ng, Timos K. Sellis
1995	—	`conf`	Indexing Multimedia Databases (Tutorial). SIGMOD Conference Christos Faloutsos
1994	A*	`conf`	Beyond Uniformity and Independence: Analysis of R-trees Using the Concept of Fractal Dimension. PODS Christos Faloutsos, Ibrahim Kamel
1994	B	`conf`	Bit-Sliced Signature Files for Very Large Text Databases an a Parallel Machine Architecture. EDBT George Panagopoulos, Christos Faloutsos
1994	J	`jnl`	Efficient and Effective Querying by Image Content. J. Intell. Inf. Syst. Christos Faloutsos, Ron Barber, Myron Flickner, Jim Hafner, Wayne Niblack, Dragutin Petkovic, William Equitz
1994	—	`conf`	Fast Subsequence Matching in Time-Series Databases. SIGMOD Conference Christos Faloutsos, M. Ranganathan, Yannis Manolopoulos
1994	A*	`conf`	Hilbert R-tree: An Improved R-tree using Fractals. VLDB Ibrahim Kamel, Christos Faloutsos
1994	A*	`conf`	QBISM: Extending a DBMS to Support 3D Medical Images. ICDE Manish Arya, William F. Cody, Christos Faloutsos, Joel E. Richardson, Arthur Toya
1994	—	`conf`	Quest: A Project on Database Mining. SIGMOD Conference Rakesh Agrawal, Michael J. Carey, Christos Faloutsos, Sakti P. Ghosh, Maurice A. W. Houtsma, Tomasz Imielinski, Balakrishna R. Iyer, A. Mahboob, H. Miranda, Ramakrishnan Srikant, Arun N. Swami
1994	J	`jnl`	The TV-Tree: An Index Structure for High-Dimensional Data VLDB J. King-Ip Lin, H. V. Jagadish, Christos Faloutsos
1993	—	`conf`	Declustering Using Fractals. PDIS Christos Faloutsos, Pravin Bhagwat
1993	—	`conf`	Efficient Similarity Search In Sequence Databases. FODO Rakesh Agrawal, Christos Faloutsos, Arun N. Swami
1993	J	`jnl`	High Performance R-trees. IEEE Data Eng. Bull. Christos Faloutsos, Ibrahim Kamel
1993	A	`conf`	On Packing R-trees. CIKM Ibrahim Kamel, Christos Faloutsos
1993	J	`jnl`	QBISM: A Prototype 3-D Medical Image Database System. IEEE Data Eng. Bull. Manish Arya, William F. Cody, Christos Faloutsos, Joel E. Richardson, Arthur Toya
1993	—	`conf`	The QBIC Project: Querying Images by Content, Using Color, Texture, and Shape. Storage and Retrieval for Image and Video Databases (SPIE) Wayne Niblack, Ron Barber, William Equitz, Myron Flickner, Eduardo H. Glasman, Dragutin Petkovic, Peter Yanker, Christos Faloutsos, Gabriel Taubin
1992	J	`jnl`	Analytical results on the quadtree decomposition of arbitrary rectangles. Pattern Recognit. Lett. Christos Faloutsos
1992	J	`jnl`	Frame-Sliced Signature Files. IEEE Trans. Knowl. Data Eng. Zheng Lin, Christos Faloutsos
1992	B	`conf`	Hybrid Index Organizations for Text Databases. EDBT Christos Faloutsos, H. V. Jagadish
1992	A*	`conf`	On B-Tree Indices for Skewed Distributions. VLDB Christos Faloutsos, H. V. Jagadish
1992	—	`conf`	Parallel R-trees. SIGMOD Conference Ibrahim Kamel, Christos Faloutsos
1992	—	`ch.`	Signature Files. Information Retrieval: Data Structures & Algorithms Christos Faloutsos
1991	J	`jnl`	An Architecture for High Performance Engineering Information Systems. IEEE Trans. Software Eng. Nick Roussopoulos, Leo Mark, Timos K. Sellis, Christos Faloutsos
1991	A*	`conf`	DOT: A Spatial Access Method Using Fractals. ICDE Christos Faloutsos, Yi Rong
1991	J	`jnl`	Disk Allocation Methods Using Error Correcting Codes. IEEE Trans. Computers Christos Faloutsos, Dimitris N. Metaxas
1991	—	`conf`	Flexible Buffer Allocation Based on Marginal Gains. SIGMOD Conference Raymond T. Ng, Christos Faloutsos, Timos K. Sellis
1991	A*	`conf`	Predictive Load Control for Flexible Buffer Allocation. VLDB Christos Faloutsos, Raymond T. Ng, Timos K. Sellis
1990	J	`jnl`	Analysis for the End of Block Wasted Space. BIT Yannis Manolopoulos, Christos Faloutsos
1990	J	`jnl`	Incorporating String Search in a Hypertext System: User Interface and Signature File Design Issues. Hypermedia Christos Faloutsos, Raymond Y. N. Lee, Catherine Plaisant, Ben Shneiderman
1990	J	`jnl`	Signature-Based Text Retrieval Methods: A Survey. IEEE Data Eng. Bull. Christos Faloutsos
1989	A*	`conf`	Declustering Using Error Correcting Codes. PODS Christos Faloutsos, Dimitris N. Metaxas
1989	A*	`conf`	Fractals for Secondary Key Retrieval. PODS Christos Faloutsos, Shari Roseman
1989	J	`jnl`	Performance Issues in the Binary Relationship Model. Data Knowl. Eng. Chih-Chen Lin, Leo Mark, Timos K. Sellis, Christos Faloutsos
1989	J	`jnl`	Tri-cell-a data structure for spatial objects. Inf. Syst. Christos Faloutsos, Winston Rego
1988	J	`jnl`	An Efficient Pictorial Database System for PSQL. IEEE Trans. Software Eng. Nick Roussopoulos, Christos Faloutsos, Timos K. Sellis
1988	J	`jnl`	Expert Database Systems: Efficient Support for Engineering Environments. Data Knowl. Eng. Timos K. Sellis, Nick Roussopoulos, Leo Mark, Christos Faloutsos
1988	A*	`conf`	Fast Text Access Methods for Optical and Large Magnetic Disks: Designs and Performance Comparison. VLDB Christos Faloutsos, Raphael Chan
1988	J	`jnl`	Gray Codes for Partial Match and Range Queries. IEEE Trans. Software Eng. Christos Faloutsos
1988	J	`jnl`	Signature Files: An Integrated Access Method for Text and Attributes, Sluitable for Optical Disk Storage. BIT Christos Faloutsos
1987	—	`conf`	Analysis of Object Oriented Spatial Access Methods. SIGMOD Conference Christos Faloutsos, Timos K. Sellis, Nick Roussopoulos
1987	J	`jnl`	Description and Performance Analysis of Signature File Methods for Office Filing. ACM Trans. Inf. Syst. Christos Faloutsos, Stavros Christodoulakis
1987	J	`jnl`	Optimal Signature Extraction and Information Loss. ACM Trans. Database Syst. Christos Faloutsos, Stavros Christodoulakis
1987	—	`—`	Signature files: an access method for textual messages. Christos Faloutsos
1987	A*	`conf`	The R+-Tree: A Dynamic Index for Multi-Dimensional Objects. VLDB Timos K. Sellis, Nick Roussopoulos, Christos Faloutsos
1986	J	`jnl`	Design and Performance Considerations for an Optical Disk-Based Multimedia Object Server. Computer Stavros Christodoulakis, Christos Faloutsos
1986	—	`conf`	Multiattribute Hashing Using Gray Codes. SIGMOD Conference Christos Faloutsos
1985	J	`jnl`	Access Methods for Text. ACM Comput. Surv. Christos Faloutsos
1985	A*	`conf`	Design of a Signature File Method that Accounts for Non-Uniform Occurrence and Query Frequencies. VLDB Christos Faloutsos, Stavros Christodoulakis
1985	—	`conf`	Signature files: Design and Performance Comparison of Some Signature Extraction Methods. SIGMOD Conference Christos Faloutsos
1984	J	`jnl`	Design Considerations for a Message File Server. IEEE Trans. Software Eng. Stavros Christodoulakis, Christos Faloutsos
1984	J	`jnl`	Signature Files: An Access Method for Documents and Its Analytical Performance Evaluation. ACM Trans. Inf. Syst. Christos Faloutsos, Stavros Christodoulakis
1983	A*	`conf`	A Multimedia Office Filing System. VLDB Dennis Tsichritzis, Stavros Christodoulakis, P. Economopoulos, Christos Faloutsos, Alison Lee, D. Lee, J. Vandenbroeck, Carson C. Woo
1982	—	`conf`	Performance Considerations in Message Files. Int. CMG Conference Stavros Christodoulakis, Christos Faloutsos