Naren Ramakrishnan

450 papers A* 72A 24B 23C 4Misc 9Journal 240Unranked 72

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	A Theoretically-Grounded Codebook for Digital Semantic Communications. CCNC Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan
2026	J	`jnl`	Agentic Framework for Epidemiological Modeling. CoRR Rituparna Datta, Zihan Guan, Baltazar Espinoza, Yiqi Su, Priya Pitre, Srinivasan Venkatramanan, Naren Ramakrishnan, Anil Vullikanti
2026	J	`jnl`	An Invariant Compiler for Neural ODEs in AI-Accelerated Scientific Simulation. CoRR Fangzhou Yu, Yiqi Su, Ray Lee, Shenfeng Cheng, Naren Ramakrishnan
2026	—	`conf`	Demystify, Use, Reflect: Preparing students to be informed LLM-users. SIGCSE (2) Nikitha Donekal Chandrashekar, Sehrish Basir Nizamani, Margaret Ellis, Naren Ramakrishnan
2026	J	`jnl`	How (Not) to Hybridize Neural and Mechanistic Models for Epidemiological Forecasting. CoRR Yiqi Su, Ray Lee, Jiaming Cui, Naren Ramakrishnan
2026	J	`jnl`	MetaMind: General and Cognitive World Models in Multi-Agent Systems by Meta-Theory of Mind. CoRR Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan
2026	J	`jnl`	Modeling Epidemiological Dynamics Under Adversarial Data and User Deception. CoRR Yiqi Su, Christo Kurisummoottil Thomas, Walid Saad, Bud Mishra, Naren Ramakrishnan
2026	A*	`conf`	Optimizing Product Provenance Verification Using Data Valuation Methods. AAAI Raquib Bin Yousuf, Hoang Anh Just, Shengzhe Xu, Brian Mayer, Victor Deklerck, Jakub Truszkowski, John Simeone, Jade Saunders, Chang-Tien Lu, Ruoxi Jia, Naren Ramakrishnan
2026	J	`jnl`	RAG without Forgetting: Continual Query-Infused Key Memory. CoRR Yuntong Hu, Sha Li, Naren Ramakrishnan, Liang Zhao
2026	—	`conf`	Utilizing Metadata for Better Retrieval-Augmented Generation. ECIR (1) Raquib Bin Yousuf, Shengzhe Xu, Mandar Sharma, Andrew Neeser, Chris Latimer, Naren Ramakrishnan
2026	J	`jnl`	Utilizing Metadata for Better Retrieval-Augmented Generation. CoRR Raquib Bin Yousuf, Shengzhe Xu, Mandar Sharma, Andrew Neeser, Chris Latimer, Naren Ramakrishnan
2025	J	`jnl`	A Theoretically-Grounded Codebook for Digital Semantic Communications. CoRR Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan
2025	—	`conf`	CONSENSAGENT: Towards Efficient and Effective Consensus in Multi-Agent LLM Interactions Through Sycophancy Mitigation. ACL (Findings) Priya Pitre, Naren Ramakrishnan, Xuan Wang
2025	A*	`conf`	Can an LLM Find Its Way Around a Spreadsheet? ICSE Cho-Ting Lee, Andrew Neeser, Shengzhe Xu, Jay Katyan, Patrick Cross, Sharanya Pathakota, Marigold Norman, John Simeone, Jaganmohan Chandrasekaran, Naren Ramakrishnan
2025	—	`conf`	Can an LLM Induce a Graph? Investigating Memory Drift and Context Length. ICKG Raquib Bin Yousuf, Aadyant Khatri, Shengzhe Xu, Mandar Sharma, Naren Ramakrishnan
2025	J	`jnl`	Can an LLM Induce a Graph? Investigating Memory Drift and Context Length. CoRR Raquib Bin Yousuf, Aadyant Khatri, Shengzhe Xu, Mandar Sharma, Naren Ramakrishnan
2025	—	`conf`	Chasing the Timber Trail: Machine Learning to Reveal Harvest Location Misrepresentation. KDD (2) Shailik Sarkar, Raquib Bin Yousuf, Linhan Wang, Brian Mayer, Thomas Mortier, Victor Deklerck, Jakub Truszkowski, John Simeone, Marigold Norman, Jade Saunders, Chang-Tien Lu, Naren Ramakrishnan
2025	J	`jnl`	Chasing the Timber Trail: Machine Learning to Reveal Harvest Location Misrepresentation. CoRR Shailik Sarkar, Raquib Bin Yousuf, Linhan Wang, Brian Mayer, Thomas Mortier, Victor Deklerck, Jakub Truszkowski, John Simeone, Marigold Norman, Jade Saunders, Chang-Tien Lu, Naren Ramakrishnan
2025	J	`jnl`	DMWM: Dual-Mind World Model with Long-Term Imagination. CoRR Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan
2025	J	`jnl`	Demystify, Use, Reflect: Preparing students to be informed LLM-users. CoRR Nikitha Donekal Chandrashekar, Sehrish Basir Nizamani, Margaret Ellis, Naren Ramakrishnan
2025	J	`jnl`	Dual-Mind World Models: A General Framework for Learning in Dynamic Wireless Networks. CoRR Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan
2025	J	`jnl`	Dynamic Strategy Adaptation in Multi-Agent Environments with Large Language Models. CoRR Shaurya Mallampati, Rashed Shelim, Walid Saad, Naren Ramakrishnan
2025	J	`jnl`	Exploring LLMs for Scientific Information Extraction Using The SciEx Framework. CoRR Sha Li, Ayush Sadekar, Nathan Self, Yiqi Su, Lars Andersland, Mira Chaplin, Annabel Zhang, Hyoju Yang, James B. Henderson, Krista Wigginton, Linsey Marr, T. M. Murali, Naren Ramakrishnan
2025	J	`jnl`	Hindsight is 20/20: Building Agent Memory that Retains, Recalls, and Reflects. CoRR Chris Latimer, Nicoló Boschi, Andrew Neeser, Chris Bartholomew, Gaurav Srivastava, Xuan Wang, Naren Ramakrishnan
2025	J	`jnl`	HouseTS: A Large-Scale, Multimodal Spatiotemporal U.S. Housing Dataset. CoRR Shengkun Wang, Yanshen Sun, Fanglan Chen, Linhan Wang, Naren Ramakrishnan, Chang-Tien Lu, Yinlin Chen
2025	J	`jnl`	Is isotropy a good proxy for generalization in time series forecasting with transformers? Trans. Mach. Learn. Res. Rashed Shelim, Shengzhe Xu, Walid Saad, Naren Ramakrishnan
2025	A*	`conf`	LLMs Can Reason Faster Only If We Let Them. ICML Bilgehan Sel, Lifu Huang, Naren Ramakrishnan, Ruoxi Jia, Ming Jin
2025	—	`conf`	Let the Noise Speak: Harnessing Noise for a Unified Defense Against Adversarial and Backdoor Attacks. ESORICS (1) Md Hasan Shahriar, Ning Wang, Naren Ramakrishnan, Y. Thomas Hou, Wenjing Lou
2025	J	`jnl`	On the Fragility of Multimodal Perception to Temporal Misalignment in Autonomous Driving. CoRR Md Hasan Shahriar, Md Mohaimin Al Barat, Harshavardhan Sundar, Naren Ramakrishnan, Y. Thomas Hou, Wenjing Lou
2025	J	`jnl`	Optimizing Product Provenance Verification using Data Valuation Methods. CoRR Raquib Bin Yousuf, Hoang Anh Just, Shengzhe Xu, Brian Mayer, Victor Deklerck, Jakub Truszkowski, John Simeone, Jade Saunders, Chang-Tien Lu, Ruoxi Jia, Naren Ramakrishnan
2025	Misc	`conf`	Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation. ICTIR Sha Li, Naren Ramakrishnan
2025	J	`jnl`	Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation. CoRR Sha Li, Naren Ramakrishnan
2025	J	`jnl`	QuOTE: Question-Oriented Text Embeddings. CoRR Andrew Neeser, Kaylen Latimer, Aadyant Khatri, Chris Latimer, Naren Ramakrishnan
2025	J	`jnl`	The Prompt is Mightier than the Example. CoRR Shengzhe Xu, Nikhil Muralidhar, Naren Ramakrishnan
2025	J	`jnl`	When can isotropy help adapt LLMs' next word prediction to numerical domains? CoRR Rashed Shelim, Shengzhe Xu, Walid Saad, Naren Ramakrishnan
2025	—	`conf`	Wireless Knowledge Grounding in Smaller Llms Using Retrieval Augmented Generation and Fine-Tuning. ICC Andrew Neeser, Christo Kurisummoottil Thomas, Shengzhe Xu, Naren Ramakrishnan, Walid Saad
2025	B	`conf`	World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks. GLOBECOM Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan
2025	J	`jnl`	World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks. CoRR Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan
2024	J	`jnl`	Are LLMs Naturally Good at Synthetic Tabular Data Generation? CoRR Shengzhe Xu, Cho-Ting Lee, Mandar Sharma, Raquib Bin Yousuf, Nikhil Muralidhar, Naren Ramakrishnan
2024	J	`jnl`	Citation Forecasting with Multi-Context Attention-Aided Dependency Modeling. ACM Trans. Knowl. Discov. Data Taoran Ji, Nathan Self, Kaiqun Fu, Zhiqian Chen, Naren Ramakrishnan, Chang-Tien Lu
2024	B	`conf`	Fast Geometric Learning of MIMO Signal Detection over Grassmannian Manifolds. GLOBECOM Rashed Shelim, Walid Saad, Naren Ramakrishnan
2024	J	`jnl`	Fast Geometric Learning of MIMO Signal Detection over Grassmannian Manifolds. CoRR Rashed Shelim, Walid Saad, Naren Ramakrishnan
2024	B	`conf`	Forecasting Migration Patterns and Land Border Encounters. IEEE Big Data Raquib Bin Yousuf, Shengzhe Xu, Patrick Butler, Brian Mayer, Nathan Self, David Mares, Naren Ramakrishnan
2024	J	`jnl`	Information Guided Regularization for Fine-tuning Language Models. CoRR Mandar Sharma, Nikhil Muralidhar, Shengzhe Xu, Raquib Bin Yousuf, Naren Ramakrishnan
2024	B	`conf`	LLM Augmentations to support Analytical Reasoning over Multiple Documents. IEEE Big Data Raquib Bin Yousuf, Nicholas Defelice, Mandar Sharma, Shengzhe Xu, Naren Ramakrishnan
2024	J	`jnl`	LLM Augmentations to support Analytical Reasoning over Multiple Documents. CoRR Raquib Bin Yousuf, Nicholas Defelice, Mandar Sharma, Shengzhe Xu, Naren Ramakrishnan
2024	J	`jnl`	Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems. CoRR Shengzhe Xu, Christo Kurisummoottil Thomas, Omar Hashash, Nikhil Muralidhar, Walid Saad, Naren Ramakrishnan
2024	J	`jnl`	Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems. IEEE Netw. Shengzhe Xu, Christo Kurisummoottil Thomas, Omar Hashash, Nikhil Muralidhar, Walid Saad, Naren Ramakrishnan
2024	—	`conf`	Laying Anchors: Semantically Priming Numerals in Language Modeling. NAACL-HLT (Findings) Mandar Sharma, Rutuja Murlidhar Taware, Pravesh Koirala, Nikhil Muralidhar, Naren Ramakrishnan
2024	J	`jnl`	Laying Anchors: Semantically Priming Numerals in Language Modeling. CoRR Mandar Sharma, Rutuja Murlidhar Taware, Pravesh Koirala, Nikhil Muralidhar, Naren Ramakrishnan
2024	J	`jnl`	Neural Methods for Data-to-text Generation. ACM Trans. Intell. Syst. Technol. Mandar Sharma, Ajay Kumar Gogineni, Naren Ramakrishnan
2024	J	`jnl`	Redistrict: Online Public Deliberation Support that Connects and Rebuilds Inclusive Communities. Proc. ACM Hum. Comput. Interact. Andreea Sistrunk, Nathan Self, Subhodip Biswas, Kurt Luther, Nervo Verdezoto, Naren Ramakrishnan
2024	J	`jnl`	Steering LLM Summarization with Visual Workspaces for Sensemaking. CoRR Xuxin Tang, Eric Krokos, Can Liu, Kylie Davidson, Kirsten Whitley, Naren Ramakrishnan, Chris North
2023	B	`conf`	CSCW & Redrawing Public School Boundaries: An Intersection of Computer Science, Education Policy, and Geography Research. ECSCW Andreea Sistrunk, Subhodip Biswas, James Egenrieder, William Glenn, Kurt Luther, Naren Ramakrishnan
2023	A*	`conf`	EINNs: Epidemiologically-Informed Neural Networks. AAAI Alexander Rodríguez, Jiaming Cui, Naren Ramakrishnan, Bijaya Adhikari, B. Aditya Prakash
2023	A*	`conf`	Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives. AAAI Fanglan Chen, Subhodip Biswas, Zhiqian Chen, Shuo Lei, Naren Ramakrishnan, Chang-Tien Lu
2023	—	`conf`	Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency. ACL (1) Mandar Sharma, Nikhil Muralidhar, Naren Ramakrishnan
2023	J	`jnl`	Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency. CoRR Mandar Sharma, Nikhil Muralidhar, Naren Ramakrishnan
2023	—	`conf`	ML-Assisted Optimization of Securities Lending. ICAIF Abhinav Prasad, Prakash Arunachalam, Ali Motamedi, Ranjeeta Bhattacharya, Beibei Liu, Hays McCormick, Shengzhe Xu, Nikhil Muralidhar, Naren Ramakrishnan
2023	J	`jnl`	Memetic Algorithms for Spatial Partitioning Problems. ACM Trans. Spatial Algorithms Syst. Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Chang-Tien Lu, Naren Ramakrishnan
2023	A	`conf`	Redistrict: Designing a Self-Serve Interactive Boundary Optimization System. Conference on Designing Interactive Systems (Companion Volume) Andreea Sistrunk, Nathan Self, Subhodip Biswas, Kurt Luther, Nervo Verdezoto, Naren Ramakrishnan
2023	J	`jnl`	TimberSleuth: Visual anomaly detection with human feedback for mitigating the illegal timber trade. Inf. Vis. Debanjan Datta, Nathan Self, John Simeone, Amelia Meadows, Willow Outhwaite, Linda Walker, Niklas Elmqvist, Naren Ramakrishnan
2023	J	`jnl`	Using sensitivity analyses to understand bistable system behavior. BMC Bioinform. Vandana Sreedharan, Upinder S. Bhalla, Naren Ramakrishnan
2022	A*	`conf`	Blocking Influence at Collective Level with Hard Constraints (Student Abstract). AAAI Zonghan Zhang, Subhodip Biswas, Fanglan Chen, Kaiqun Fu, Taoran Ji, Chang-Tien Lu, Naren Ramakrishnan, Zhiqian Chen
2022	J	`jnl`	Contrastive Graph Convolutional Networks for Hardware Trojan Detection in Third Party IP Cores. CoRR Nikhil Muralidhar, Abdullah Zubair, Nathanael R. Weidler, Ryan M. Gerdes, Naren Ramakrishnan
2022	A*	`conf`	Detecting Irregular Network Activity with Adversarial Learning and Expert Feedback. ICDM Gopikrishna Rathinavel, Nikhil Muralidhar, Timothy J. O'Shea, Naren Ramakrishnan
2022	J	`jnl`	Detecting Irregular Network Activity with Adversarial Learning and Expert Feedback. CoRR Gopikrishna Rathinavel, Nikhil Muralidhar, Timothy J. O'Shea, Naren Ramakrishnan
2022	J	`jnl`	EINNs: Epidemiologically-Informed Neural Networks. CoRR Alexander Rodríguez, Jiaming Cui, Naren Ramakrishnan, Bijaya Adhikari, B. Aditya Prakash
2022	—	`conf`	Efficient Generative Wireless Anomaly Detection for Next Generation Networks. MILCOM Gopikrishna Rathinavel, Nikhil Muralidhar, Naren Ramakrishnan, Timothy J. O'Shea
2022	A*	`conf`	Framing Algorithmic Recourse for Anomaly Detection. KDD Debanjan Datta, Feng Chen, Naren Ramakrishnan
2022	J	`jnl`	Framing Algorithmic Recourse for Anomaly Detection. CoRR Debanjan Datta, Feng Chen, Naren Ramakrishnan
2022	J	`jnl`	Identifying geopolitical event precursors using attention-based LSTMs. Frontiers Artif. Intell. K. S. M. Tozammel Hossain, Hrayr Harutyunyan, Yue Ning, Brendan Kennedy, Naren Ramakrishnan, Aram Galstyan
2022	—	`conf`	Improving Zero-Shot Event Extraction via Sentence Simplification. CASE@EMNLP Sneha Mehta, Huzefa Rangwala, Naren Ramakrishnan
2022	J	`jnl`	Improving Zero-Shot Event Extraction via Sentence Simplification. CoRR Sneha Mehta, Huzefa Rangwala, Naren Ramakrishnan
2022	J	`jnl`	Innovations in Neural Data-to-text Generation. CoRR Mandar Sharma, Ajay Kumar Gogineni, Naren Ramakrishnan
2022	J	`jnl`	Lessons from Deep Learning applied to Scholarly Information Extraction: What Works, What Doesn't, and Future Directions. CoRR Raquib Bin Yousuf, Subhodip Biswas, Kulendra Kumar Kaushal, James Dunham, Rebecca Gelles, Sathappan Muthiah, Nathan Self, Patrick Butler, Naren Ramakrishnan
2022	J	`jnl`	Memetic algorithms for Spatial Partitioning problems. CoRR Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Chang-Tien Lu, Naren Ramakrishnan
2022	J	`jnl`	Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic. CoRR Mandar Sharma, Nikhil Muralidhar, Naren Ramakrishnan
2022	B	`conf`	Redistricting Practices in Public Schools: Social Progress or Necessity? ECSCW Andreea Sistrunk, Subhodip Biswas, Nathan Self, Kurt Luther, Naren Ramakrishnan
2022	J	`jnl`	Sampling-based techniques for designing school boundaries. CoRR Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Chang-Tien Lu, Naren Ramakrishnan
2022	J	`jnl`	Scrutinizing Shipment Records To Thwart Illegal Timber Trade. CoRR Debanjan Datta, Sathappan Muthiah, John Simeone, Amelia Meadows, Naren Ramakrishnan
2022	J	`jnl`	Spatio-Temporal Event Forecasting Using Incremental Multi-Source Feature Learning. ACM Trans. Knowl. Discov. Data Liang Zhao, Yuyang Gao, Jieping Ye, Feng Chen, Yanfang Ye, Chang-Tien Lu, Naren Ramakrishnan
2021	—	`ed.`	Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part I PAKDD (1) Kamal Karlapalem, Hong Cheng, Naren Ramakrishnan, R. K. Agrawal, P. Krishna Reddy, Jaideep Srivastava, Tanmoy Chakraborty
2021	—	`ed.`	Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part II PAKDD (2) Kamal Karlapalem, Hong Cheng, Naren Ramakrishnan, R. K. Agrawal, P. Krishna Reddy, Jaideep Srivastava, Tanmoy Chakraborty
2021	—	`ed.`	Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part III PAKDD (3) Kamal Karlapalem, Hong Cheng, Naren Ramakrishnan, R. K. Agrawal, P. Krishna Reddy, Jaideep Srivastava, Tanmoy Chakraborty
2021	—	`conf`	Contrastive Graph Convolutional Networks for Hardware Trojan Detection in Third Party IP Cores. HOST Nikhil Muralidhar, Abdullah Zubair, Nathanael R. Weidler, Ryan M. Gerdes, Naren Ramakrishnan
2021	B	`conf`	Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information. ASONAM Padmaksha Roy, Shailik Sarkar, Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Naren Ramakrishnan, Chang-Tien Lu
2021	J	`jnl`	Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information. CoRR Padmaksha Roy, Shailik Sarkar, Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Naren Ramakrishnan, Chang-Tien Lu
2021	J	`jnl`	Detecting Anomalies Through Contrast in Heterogeneous Data. CoRR Debanjan Datta, Sathappan Muthiah, Naren Ramakrishnan
2021	A*	`conf`	Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications. AAAI Taoran Ji, Nathan Self, Kaiqun Fu, Zhiqian Chen, Naren Ramakrishnan, Chang-Tien Lu
2021	J	`jnl`	Incorporating Expert Guidance in Epidemic Forecasting. CoRR Alexander Rodríguez, Bijaya Adhikari, Naren Ramakrishnan, B. Aditya Prakash
2021	J	`jnl`	Neural Abstractive Text Summarization with Sequence-to-Sequence Models. Trans. Data Sci. Tian Shi, Yaser Keneshloo, Naren Ramakrishnan, Chandan K. Reddy
2021	J	`jnl`	Once Upon A Time In Visualization: Understanding the Use of Textual Narratives for Causality. IEEE Trans. Vis. Comput. Graph. Arjun Choudhry, Mandar Sharma, Pramod Chundury, Thomas Kapler, Derek W. S. Gray, Naren Ramakrishnan, Niklas Elmqvist
2021	A*	`conf`	PhyFlow: Physics-Guided Deep Learning for Generating Interpretable 3D Flow Fields. ICDM Nikhil Muralidhar, Jie Bu, Ze Cao, Neil Raj, Naren Ramakrishnan, Danesh K. Tafti, Anuj Karpatne
2021	B	`conf`	Racism is a virus: anti-asian hate and counterspeech in social media during the COVID-19 crisis. ASONAM Bing He, Caleb Ziems, Sandeep Soni, Naren Ramakrishnan, Diyi Yang, Srijan Kumar
2021	J	`jnl`	SWITCHES: Searchable Web Interface for Topologies of CHEmical Switches. Bioinform. Gubbi Vani HarshaRani, Sahil Moza, Naren Ramakrishnan, Upinder S. Bhalla
2021	A*	`conf`	Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19. AAAI Alexander Rodríguez, Nikhil Muralidhar, Bijaya Adhikari, Anika Tabassum, Naren Ramakrishnan, B. Aditya Prakash
2021	A*	`conf`	T ICDM Mandar Sharma, John S. Brownstein, Naren Ramakrishnan
2021	J	`jnl`	TCube: Domain-Agnostic Neural Time-series Narration. CoRR Mandar Sharma, John S. Brownstein, Naren Ramakrishnan
2021	J	`jnl`	Using AntiPatterns to avoid MLOps Mistakes. CoRR Nikhil Muralidhar, Sathappan Muthiah, Patrick Butler, Manish Jain, Yu Yu, Katy Burne, Weipeng Li, David Jones, Prakash Arunachalam, Hays 'Skip' McCormick, Naren Ramakrishnan
2020	J	`jnl`	Better call Surrogates: A hybrid Evolutionary Algorithm for Hyperparameter optimization. CoRR Subhodip Biswas, Adam D. Cobb, Andreea Sistrunk, Naren Ramakrishnan, Brian Jalaian
2020	J	`jnl`	Cut-n-Reveal: Time Series Segmentations with Explanations. ACM Trans. Intell. Syst. Technol. Nikhil Muralidhar, Anika Tabassum, Liangzhe Chen, Supriya Chinthavali, Naren Ramakrishnan, B. Aditya Prakash
2020	J	`jnl`	Deep Reinforcement Learning for Sequence-to-Sequence Models. IEEE Trans. Neural Networks Learn. Syst. Yaser Keneshloo, Tian Shi, Naren Ramakrishnan, Chandan K. Reddy
2020	A	`conf`	Detecting Media Self-Censorship without Explicit Training Data. SDM Rongrong Tao, Baojian Zhou, Feng Chen, David Mares, Patrick Butler, Naren Ramakrishnan, Ryan Kennedy
2020	A*	`conf`	Detecting Suspicious Timber Trades. AAAI Debanjan Datta, Mohammad Raihanul Islam, Nathan Self, Amelia Meadows, John Simeone, Willow Outhwaite, Chen Hin Keong, Amy Smith, Linda Walker, Naren Ramakrishnan
2020	A*	`conf`	Geospatial Clustering for Balanced and Proximal Schools. AAAI Subhodip Biswas, Fanglan Chen, Andreea Sistrunk, Sathappan Muthiah, Zhiqian Chen, Nathan Self, Chang-Tien Lu, Naren Ramakrishnan
2020	—	`conf`	Graph Convolutional Networks with Kalman Filtering for Traffic Prediction. SIGSPATIAL/GIS Fanglan Chen, Zhiqian Chen, Subhodip Biswas, Shuo Lei, Naren Ramakrishnan, Chang-Tien Lu
2020	—	`conf`	Incorporating domain knowledge into Memetic Algorithms for solving Spatial Optimization problems. SIGSPATIAL/GIS Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Chang-Tien Lu, Naren Ramakrishnan
2020	J	`jnl`	Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework. Soc. Netw. Anal. Min. Vanessa Cedeno-Mieles, Zhihao Hu, Yihui Ren, Xinwei Deng, Abhijin Adiga, Christopher L. Barrett, Noshir Contractor, Saliya Ekanayake, Joshua M. Epstein, Brian J. Goode, Gizem Korkmaz, Chris J. Kuhlman, Dustin Machi, Michael W. Macy, Madhav V. Marathe, Naren Ramakrishnan, S. S. Ravi, Parang Saraf, Nathan Self
2020	J	`jnl`	Once Upon A Time In Visualization: Understanding the Use of Textual Narratives for Causality. CoRR Arjun Choudhry, Mandar Sharma, Pramod Chundury, Thomas Kapler, Derek W. S. Gray, Naren Ramakrishnan, Niklas Elmqvist
2020	J	`jnl`	Online flu epidemiological deep modeling on disease contact network. GeoInformatica Liang Zhao, Jiangzhuo Chen, Feng Chen, Fang Jin, Wei Wang, Chang-Tien Lu, Naren Ramakrishnan
2020	A	`conf`	PhyNet: Physics Guided Neural Networks for Particle Drag Force Prediction in Assembly. SDM Nikhil Muralidhar, Jie Bu, Ze Cao, Long He, Naren Ramakrishnan, Danesh K. Tafti, Anuj Karpatne
2020	J	`jnl`	Physics-Guided Deep Learning for Drag Force Prediction in Dense Fluid-Particulate Systems. Big Data Nikhil Muralidhar, Jie Bu, Ze Cao, Long He, Naren Ramakrishnan, Danesh K. Tafti, Anuj Karpatne
2020	J	`jnl`	STAN: Synthetic Network Traffic Generation using Autoregressive Neural Models. CoRR Shengzhe Xu, Manish Marwah, Naren Ramakrishnan
2020	J	`jnl`	Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19. CoRR Alexander Rodríguez, Nikhil Muralidhar, Bijaya Adhikari, Anika Tabassum, Naren Ramakrishnan, B. Aditya Prakash
2019	J	`jnl`	A Nonparametric Approach to Uncovering Connected Anomalies by Tree Shaped Priors. IEEE Trans. Knowl. Data Eng. Nannan Wu, Feng Chen, Jianxin Li, Jinpeng Huai, Baojian Zhou, Bo Li, Naren Ramakrishnan
2019	A	`conf`	Deep Transfer Reinforcement Learning for Text Summarization. SDM Yaser Keneshloo, Naren Ramakrishnan, Chandan K. Reddy
2019	A*	`conf`	DyAt Nets: Dynamic Attention Networks for State Forecasting in Cyber-Physical Systems. IJCAI Nikhil Muralidhar, Sathappan Muthiah, Naren Ramakrishnan
2019	A*	`conf`	EpiDeep: Exploiting Embeddings for Epidemic Forecasting. KDD Bijaya Adhikari, Xinfeng Xu, Naren Ramakrishnan, B. Aditya Prakash
2019	A*	`conf`	Event Detection using Hierarchical Multi-Aspect Attention. WWW Sneha Mehta, Mohammad Raihanul Islam, Huzefa Rangwala, Naren Ramakrishnan
2019	B	`conf`	Feature driven learning framework for cybersecurity event detection. ASONAM Taoran Ji, Xuchao Zhang, Nathan Self, Kaiqun Fu, Chang-Tien Lu, Naren Ramakrishnan
2019	—	`conf`	Interactive Bicluster Aggregation in Bipartite Graphs. IEEE VIS (Short Papers) Maoyuan Sun, David Koop, Jian Zhao, Chris North, Naren Ramakrishnan
2019	J	`jnl`	Low Rank Factorization for Compact Multi-Head Self-Attention. CoRR Sneha Mehta, Huzefa Rangwala, Naren Ramakrishnan
2019	B	`conf`	Mechanistic and data-driven agent-based models to explain human behavior in online networked group anagram games. ASONAM Vanessa Cedeno-Mieles, Zhihao Hu, Xinwei Deng, Yihui Ren, Abhijin Adiga, Christopher L. Barrett, Saliya Ekanayake, Gizem Korkmaz, Chris J. Kuhlman, Dustin Machi, Madhav V. Marathe, S. S. Ravi, Brian J. Goode, Naren Ramakrishnan, Parang Saraf, Nathan Self, Noshir Contractor, Joshua M. Epstein, Michael W. Macy
2019	—	`conf`	Mitigating Uncertainty in Document Classification. NAACL-HLT (1) Xuchao Zhang, Fanglan Chen, Chang-Tien Lu, Naren Ramakrishnan
2019	J	`jnl`	Mitigating Uncertainty in Document Classification. CoRR Xuchao Zhang, Fanglan Chen, Chang-Tien Lu, Naren Ramakrishnan
2019	—	`conf`	Multivariate Long-Term State Forecasting in Cyber-Physical Systems: A Sequence to Sequence Approach. IEEE BigData Nikhil Muralidhar, Sathappan Muthiah, Kiyoshi Nakayama, Ratnesh Sharma, Naren Ramakrishnan
2019	Misc	`conf`	On the Modeling and Agent-Based Simulation of a Cooperative Group Anagram Game. WSC Zhihao Hu, Dustin Machi, Madhav V. Marathe, S. S. Ravi, Yihui Ren, Vanessa Cedeno-Mieles, Saliya Ekanayake, Xinwei Deng, Brian J. Goode, Naren Ramakrishnan, Parang Saraf, Nathan Self, Abhijin Adiga, Gizem Korkmaz, Chris J. Kuhlman
2019	A*	`conf`	Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks. IJCAI Taoran Ji, Zhiqian Chen, Nathan Self, Kaiqun Fu, Chang-Tien Lu, Naren Ramakrishnan
2019	J	`jnl`	Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks. CoRR Taoran Ji, Zhiqian Chen, Nathan Self, Kaiqun Fu, Chang-Tien Lu, Naren Ramakrishnan
2019	J	`jnl`	Physics-guided Design and Learning of Neural Networks for Predicting Drag Force on Particle Suspensions in Moving Fluids. CoRR Nikhil Muralidhar, Jie Bu, Ze Cao, Long He, Naren Ramakrishnan, Danesh K. Tafti, Anuj Karpatne
2019	—	`conf`	REGAL: A Regionalization framework for school boundaries. SIGSPATIAL/GIS Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Andreea Sistrunk, Nathan Self, Chang-Tien Lu, Naren Ramakrishnan
2019	B	`conf`	RumorSleuth: joint detection of rumor veracity and user stance. ASONAM Mohammad Raihanul Islam, Sathappan Muthiah, Naren Ramakrishnan
2019	J	`jnl`	The Effect of Edge Bundling and Seriation on Sensemaking of Biclusters in Bipartite Graphs. IEEE Trans. Vis. Comput. Graph. Maoyuan Sun, Jian Zhao, Hao Wu, Kurt Luther, Chris North, Naren Ramakrishnan
2018	J	`jnl`	Deep Reinforcement Learning For Sequence to Sequence Models. CoRR Yaser Keneshloo, Tian Shi, Naren Ramakrishnan, Chandan K. Reddy
2018	J	`jnl`	Deep Transfer Reinforcement Learning for Text Summarization. CoRR Yaser Keneshloo, Naren Ramakrishnan, Chandan K. Reddy
2018	A*	`conf`	DeepDiffuse: Predicting the 'Who' and 'When' in Cascades. ICDM Mohammad Raihanul Islam, Sathappan Muthiah, Bijaya Adhikari, B. Aditya Prakash, Naren Ramakrishnan
2018	—	`conf`	Flow of Information in Feed-Forward Denoising Neural Networks. ICCI*CC Pejman Khadivi, Ravi Tandon, Naren Ramakrishnan
2018	—	`conf`	Forecasting Gang Homicides with Multi-level Multi-task Learning. SBP-BRiMS Nasrin Akhter, Liang Zhao, Desmond Arias, Huzefa Rangwala, Naren Ramakrishnan
2018	J	`jnl`	Generating Realistic Synthetic Population Datasets. ACM Trans. Knowl. Discov. Data Hao Wu, Yue Ning, Prithwish Chakraborty, Jilles Vreeken, Nikolaj Tatti, Naren Ramakrishnan
2018	B	`conf`	Generative Modeling of Human Behavior and Social Interactions Using Abductive Analysis. ASONAM Yihui Ren, Vanessa Cedeno-Mieles, Zhihao Hu, Xinwei Deng, Abhijin Adiga, Christopher L. Barrett, Saliya Ekanayake, Brian J. Goode, Gizem Korkmaz, Chris J. Kuhlman, Dustin Machi, Madhav V. Marathe, Naren Ramakrishnan, S. S. Ravi, Parang Saraf, Nathan Self, Noshir Contractor, Joshua M. Epstein, Michael W. Macy
2018	—	`conf`	Identifying Distracted and Drowsy Drivers Using Naturalistic Driving Data. IEEE BigData Sujay Yadawadkar, Brian Mayer, Sanket Lokegaonkar, Mohammad Raihanul Islam, Naren Ramakrishnan, Miao Song, Michael Mollenhauer
2018	—	`conf`	Incorporating Prior Domain Knowledge into Deep Neural Networks. IEEE BigData Nikhil Muralidhar, Mohammad Raihanul Islam, Manish Marwah, Anuj Karpatne, Naren Ramakrishnan
2018	J	`jnl`	Interactive Discovery of Coordinated Relationship Chains with Maximum Entropy Models. ACM Trans. Knowl. Discov. Data Hao Wu, Maoyuan Sun, Peng Mi, Nikolaj Tatti, Chris North, Naren Ramakrishnan
2018	B	`conf`	Multi-Task Learning for Transit Service Disruption Detection. ASONAM Taoran Ji, Kaiqun Fu, Nathan Self, Chang-Tien Lu, Naren Ramakrishnan
2018	J	`jnl`	Neural Abstractive Text Summarization with Sequence-to-Sequence Models. CoRR Tian Shi, Yaser Keneshloo, Naren Ramakrishnan, Chandan K. Reddy
2018	Misc	`conf`	Pipelines and their Compositions for Modeling and Analysis of controlled Online Networked Social Science Experiments. WSC Vanessa Cedeno-Mieles, Yihui Ren, Saliya Ekanayake, Brian J. Goode, Chris J. Kuhlman, Dustin Machi, Madhav V. Marathe, Henning S. Mortveit, Zhihao Hu, Xinwei Deng, Naren Ramakrishnan, Parang Saraf, Nathan Self, Noshir Contractor, Joshua M. Epstein, Michael W. Macy
2018	J	`jnl`	Probability-one homotopy methods for constrained clustering. J. Comput. Appl. Math. David R. Easterling, Layne T. Watson, Naren Ramakrishnan
2018	—	`conf`	SIGNet: Scalable Embeddings for Signed Networks. PAKDD (2) Mohammad Raihanul Islam, B. Aditya Prakash, Naren Ramakrishnan
2018	A	`conf`	STAPLE: Spatio-Temporal Precursor Learning for Event Forecasting. SDM Yue Ning, Rongrong Tao, Chandan K. Reddy, Huzefa Rangwala, James C. Starz, Naren Ramakrishnan
2018	A*	`conf`	Social Media based Simulation Models for Understanding Disease Dynamics. IJCAI Ting Hua, Chandan K. Reddy, Lei Zhang, Lijing Wang, Liang Zhao, Chang-Tien Lu, Naren Ramakrishnan
2018	J	`jnl`	Sparse estimation of multivariate Poisson log-normal models from count data. Stat. Anal. Data Min. Hao Wu, Xinwei Deng, Naren Ramakrishnan
2018	—	`conf`	Sub2Vec: Feature Learning for Subgraphs. PAKDD (2) Bijaya Adhikari, Yao Zhang, Naren Ramakrishnan, B. Aditya Prakash
2018	J	`jnl`	Towards a Systematic Combination of Dimension Reduction and Clustering in Visual Analytics. IEEE Trans. Vis. Comput. Graph. John E. Wenskovitch, Ian Crandell, Naren Ramakrishnan, Leanna House, Scotland Leman, Chris North
2018	J	`jnl`	What to know before forecasting the flu. PLoS Comput. Biol. Prithwish Chakraborty, Bryan L. Lewis, Stephen G. Eubank, John S. Brownstein, Madhav V. Marathe, Naren Ramakrishnan
2018	B	`conf`	When do Crowds Turn Violent? Uncovering Triggers from Media. ASONAM Yue Ning, Sathappan Muthiah, Naren Ramakrishnan, Huzefa Rangwala, David Mares
2018	J	`jnl`	illiad: InteLLigent Invariant and Anomaly Detection in Cyber-Physical Systems. ACM Trans. Intell. Syst. Technol. Nikhil Muralidhar, Chen Wang, Nathan Self, Marjan Momtazpour, Kiyoshi Nakayama, Ratnesh Sharma, Naren Ramakrishnan
2017	J	`jnl`	A Framework for Evaluating Epidemic Forecasts. CoRR Farzaneh Sadat Tabataba, Prithwish Chakraborty, Naren Ramakrishnan, Srinivasan Venkatramanan, Jiangzhuo Chen, Bryan L. Lewis, Madhav V. Marathe
2017	A	`conf`	A Gradient-based Adaptive Learning Framework for Efficient Personal Recommendation. RecSys Yue Ning, Yue Shi, Liangjie Hong, Huzefa Rangwala, Naren Ramakrishnan
2017	A	`conf`	Absenteeism Detection in Social Media. SDM Fang Jin, Feng Chen, Rupinder Paul Khandpur, Chang-Tien Lu, Naren Ramakrishnan
2017	A	`conf`	Crowdsourcing Cybersecurity: Cyber Attack Detection using Social Media. CIKM Rupinder Paul Khandpur, Taoran Ji, Steve T. K. Jan, Gang Wang, Chang-Tien Lu, Naren Ramakrishnan
2017	J	`jnl`	Crowdsourcing Cybersecurity: Cyber Attack Detection using Social Media. CoRR Rupinder Paul Khandpur, Taoran Ji, Steve T. K. Jan, Gang Wang, Chang-Tien Lu, Naren Ramakrishnan
2017	A*	`conf`	Determining Relative Airport Threats from News and Social Media. AAAI Rupinder Paul Khandpur, Taoran Ji, Yue Ning, Liang Zhao, Chang-Tien Lu, Erik R. Smith, Christopher Adams, Naren Ramakrishnan
2017	J	`jnl`	Distributed Representation of Subgraphs. CoRR Bijaya Adhikari, Yao Zhang, Naren Ramakrishnan, B. Aditya Prakash
2017	—	`conf`	Distributed Representations of Subgraphs. ICDM Workshops Bijaya Adhikari, Yao Zhang, Naren Ramakrishnan, B. Aditya Prakash
2017	J	`jnl`	Feature Constrained Multi-Task Learning Models for Spatiotemporal Event Forecasting. IEEE Trans. Knowl. Data Eng. Liang Zhao, Qian Sun, Jieping Ye, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
2017	J	`jnl`	Forecasting rare disease outbreaks from open source indicators. Stat. Anal. Data Min. Theodoros Rekatsinas, Saurav Ghosh, Sumiko R. Mekaru, Elaine O. Nsoesie, John S. Brownstein, Lise Getoor, Naren Ramakrishnan
2017	A*	`conf`	GELL: Automatic Extraction of Epidemiological Line Lists from Open Sources. KDD Saurav Ghosh, Prithwish Chakraborty, Bryan L. Lewis, Maimuna S. Majumder, Emily Cohn, John S. Brownstein, Madhav V. Marathe, Naren Ramakrishnan
2017	—	`ch.`	Gaussian Process Models in Spatial Data Mining. Encyclopedia of GIS Naren Ramakrishnan, Chris Bailey-Kellogg
2017	J	`jnl`	Guided Deep List: Automating the Generation of Epidemiological Line Lists from Open Sources. CoRR Saurav Ghosh, Prithwish Chakraborty, Bryan L. Lewis, Maimuna S. Majumder, Emily Cohn, John S. Brownstein, Madhav V. Marathe, Naren Ramakrishnan
2017	J	`jnl`	Long-Span Program Behavior Modeling and Attack Detection. ACM Trans. Priv. Secur. Xiaokui Shu, Danfeng (Daphne) Yao, Naren Ramakrishnan, Trent Jaeger
2017	J	`jnl`	New methods to generate massive synthetic networks. CoRR Malay Chakrabarti, Lenwood S. Heath, Naren Ramakrishnan
2017	A	`conf`	Pruning Decision Trees via Max-Heap Projection. SDM Zhi Nie, Binbin Lin, Shuai Huang, Naren Ramakrishnan, Wei Fan, Jieping Ye
2017	J	`jnl`	Spatial Event Forecasting in Social Media With Geographically Hierarchical Regularization. Proc. IEEE Liang Zhao, Junxiang Wang, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
2017	A	`conf`	Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data. CIKM Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu, Naren Ramakrishnan
2017	A*	`conf`	Tracking Multiple Social Media for Stock Market Event Prediction. ICDM Fang Jin, Wei Wang, Prithwish Chakraborty, Nathan Self, Feng Chen, Naren Ramakrishnan
2016	A	`conf`	A Multiple Instance Learning Framework for Identifying Key Sentences and Detecting Events. CIKM Wei Wang, Yue Ning, Huzefa Rangwala, Naren Ramakrishnan
2016	J	`jnl`	A framework for intelligence analysis using spatio-temporal storytelling. GeoInformatica Raimundo F. Dos Santos, Sumit Shah, Arnold P. Boedihardjo, Feng Chen, Chang-Tien Lu, Patrick Butler, Naren Ramakrishnan
2016	J	`jnl`	Automatic targeted-domain spatiotemporal event detection in twitter. GeoInformatica Ting Hua, Feng Chen, Liang Zhao, Chang-Tien Lu, Naren Ramakrishnan
2016	A	`conf`	Automatical Storyline Generation with Help from Twitter. CIKM Ting Hua, Xuchao Zhang, Wei Wang, Chang-Tien Lu, Naren Ramakrishnan
2016	J	`jnl`	BiSet: Semantic Edge Bundling with Biclusters for Sensemaking. IEEE Trans. Vis. Comput. Graph. Maoyuan Sun, Peng Mi, Chris North, Naren Ramakrishnan
2016	J	`jnl`	Big Data. Computer Naren Ramakrishnan, Ravi Kumar
2016	J	`jnl`	Capturing Planned Protests from Open Source Indicators. AI Mag. Sathappan Muthiah, Bert Huang, Jaime Arredondo, David Mares, Lise Getoor, Graham Katz, Naren Ramakrishnan
2016	J	`jnl`	Causality reasoning about network events for detecting stealthy malware activities. Comput. Secur. Hao Zhang, Danfeng (Daphne) Yao, Naren Ramakrishnan, Zhibin Zhang
2016	—	`conf`	Causality-based Sensemaking of Network Traffic for Android Application Security. AISec@CCS Hao Zhang, Danfeng (Daphne) Yao, Naren Ramakrishnan
2016	A	`conf`	Characterizing Diseases from Unstructured Text: A Vocabulary Driven Word2vec Approach. CIKM Saurav Ghosh, Prithwish Chakraborty, Emily Cohn, John S. Brownstein, Naren Ramakrishnan
2016	J	`jnl`	Designing Domain Specific Word Embeddings: Applications to Disease Surveillance. CoRR Saurav Ghosh, Prithwish Chakraborty, Emily Cohn, John S. Brownstein, Naren Ramakrishnan
2016	A*	`conf`	EMBERS AutoGSR: Automated Coding of Civil Unrest Events. KDD Parang Saraf, Naren Ramakrishnan
2016	A*	`conf`	EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting System. KDD Sathappan Muthiah, Patrick Butler, Rupinder Paul Khandpur, Parang Saraf, Nathan Self, Alla Rozovskaya, Liang Zhao, Jose Cadena, Chang-Tien Lu, Anil Vullikanti, Achla Marathe, Kristen Maria Summers, Graham Katz, Andy Doyle, Jaime Arredondo, Dipak K. Gupta, David Mares, Naren Ramakrishnan
2016	J	`jnl`	EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting System. CoRR Sathappan Muthiah, Patrick Butler, Rupinder Paul Khandpur, Parang Saraf, Nathan Self, Alla Rozovskaya, Liang Zhao, Jose Cadena, Chang-Tien Lu, Anil Vullikanti, Achla Marathe, Kristen Maria Summers, Graham Katz, Andy Doyle, Jaime Arredondo, Dipak Gupta, David Mares, Naren Ramakrishnan
2016	A*	`conf`	Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors. AAAI Nannan Wu, Feng Chen, Jianxin Li, Baojian Zhou, Naren Ramakrishnan
2016	—	`conf`	Event Detection from Blogs Using Large Scale Analysis of Metaphorical Usage. SBP-BRiMS Brian J. Goode, Juan Ignacio Reyes M., Daniela R. Pardo-Yepez, Gabriel L. Canale, Richard M. Tong, David Mares, Michael J. Roan, Naren Ramakrishnan
2016	J	`jnl`	Flow of Information in Feed-Forward Deep Neural Networks. CoRR Pejman Khadivi, Ravi Tandon, Naren Ramakrishnan
2016	J	`jnl`	Forecasting the Flu: Designing Social Network Sensors for Epidemics. CoRR Huijuan Shao, K. S. M. Tozammel Hossain, Hao Wu, Maleq Khan, Anil Vullikanti, B. Aditya Prakash, Madhav V. Marathe, Naren Ramakrishnan
2016	J	`jnl`	Generating Realistic Synthetic Population Datasets. CoRR Hao Wu, Yue Ning, Prithwish Chakraborty, Jilles Vreeken, Nikolaj Tatti, Naren Ramakrishnan
2016	A*	`conf`	Hierarchical Incomplete Multi-source Feature Learning for Spatiotemporal Event Forecasting. KDD Liang Zhao, Jieping Ye, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
2016	J	`jnl`	Hierarchical Quickest Change Detection via Surrogates. CoRR Prithwish Chakraborty, Sathappan Muthiah, Ravi Tandon, Naren Ramakrishnan
2016	A*	`conf`	Inferring Multi-Dimensional Ideal Points for US Supreme Court Justices. AAAI Mohammad Raihanul Islam, K. S. M. Tozammel Hossain, Siddharth Krishnan, Naren Ramakrishnan
2016	—	`ch.`	Installing Electric Vehicle Charging Stations City-Scale: How Many and Where? Computational Sustainability Marjan Momtazpour, Mohammad Chehreghani Bozchalui, Naren Ramakrishnan, Ratnesh Sharma
2016	J	`jnl`	Interactive Storytelling over Document Collections. CoRR Dipayan Maiti, Mohammad Raihanul Islam, Scotland Leman, Naren Ramakrishnan
2016	J	`jnl`	Interactive and Iterative Discovery of Entity Network Subgraphs. CoRR Hao Wu, Maoyuan Sun, Jilles Vreeken, Nikolaj Tatti, Chris North, Naren Ramakrishnan
2016	A*	`conf`	Leveraging Propagation for Data Mining: Models, Algorithms and Applications. KDD B. Aditya Prakash, Naren Ramakrishnan
2016	A*	`conf`	Modeling Precursors for Event Forecasting via Nested Multi-Instance Learning. KDD Yue Ning, Sathappan Muthiah, Huzefa Rangwala, Naren Ramakrishnan
2016	J	`jnl`	Modeling Precursors for Event Forecasting via Nested Multi-Instance Learning. CoRR Yue Ning, Sathappan Muthiah, Huzefa Rangwala, Naren Ramakrishnan
2016	A*	`conf`	Multi-resolution Spatial Event Forecasting in Social Media. ICDM Liang Zhao, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
2016	J	`jnl`	Multi-source models for civil unrest forecasting. Soc. Netw. Anal. Min. Gizem Korkmaz, Jose Cadena, Chris J. Kuhlman, Achla Marathe, Anil Vullikanti, Naren Ramakrishnan
2016	J	`jnl`	Online Spatial Event Forecasting in Microblogs. ACM Trans. Spatial Algorithms Syst. Liang Zhao, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
2016	A	`conf`	Predicting the Popularity of News Articles. SDM Yaser Keneshloo, Shuguang Wang, Eui-Hong Sam Han, Naren Ramakrishnan
2016	—	`conf`	Predicting the shape and peak time of news article views. IEEE BigData Yaser Keneshloo, Shuguang Wang, Eui-Hong Sam Han, Naren Ramakrishnan
2016	—	`conf`	Seeing the forest for the trees: new approaches to forecasting cascades. WebSci Siddharth Krishnan, Patrick Butler, Ravi Tandon, Jure Leskovec, Naren Ramakrishnan
2016	J	`jnl`	Social Media as a Sensor for Censorship Detection in News Media. CoRR Rongrong Tao, Baojian Zhou, Adil Alim, Feng Chen, David Mares, Patrick Butler, Naren Ramakrishnan
2016	J	`jnl`	Sparse Estimation of Multivariate Poisson Log-Normal Model and Inverse Covariance for Count Data. CoRR Hao Wu, Xinwei Deng, Naren Ramakrishnan
2016	J	`jnl`	Syndromic surveillance of Flu on Twitter using weakly supervised temporal topic models. Data Min. Knowl. Discov. Liangzhe Chen, K. S. M. Tozammel Hossain, Patrick Butler, Naren Ramakrishnan, B. Aditya Prakash
2016	J	`jnl`	Temporal Topic Modeling to Assess Associations between News Trends and Infectious Disease Outbreaks. CoRR Saurav Ghosh, Prithwish Chakraborty, Elaine O. Nsoesie, Emily Cohn, Sumiko R. Mekaru, John S. Brownstein, Naren Ramakrishnan
2016	J	`jnl`	The big data of violent events: algorithms for association analysis using spatio-temporal storytelling. GeoInformatica Raimundo F. Dos Santos, Arnold P. Boedihardjo, Sumit Shah, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
2016	A*	`conf`	Topical Analysis of Interactions Between News and Social Media. AAAI Ting Hua, Yue Ning, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
2016	A*	`conf`	Wikipedia in the Tourism Industry: Forecasting Demand and Modeling Usage Behavior. AAAI Pejman Khadivi, Naren Ramakrishnan
2015	—	`conf`	An improved probability-one homotopy map for tracking constrained clustering solutions. SpringSim (HPS) David R. Easterling, Layne T. Watson, Naren Ramakrishnan
2015	A*	`conf`	Analyzing Invariants in Cyber-Physical Systems using Latent Factor Regression. KDD Marjan Momtazpour, Jinghe Zhang, Saifur Rahman, Ratnesh K. Sharma, Naren Ramakrishnan
2015	J	`jnl`	Bayesian Model Fusion for Forecasting Civil Unrest. Technometrics Andrew Hoegh, Scotland Leman, Parang Saraf, Naren Ramakrishnan
2015	B	`conf`	Combining Heterogeneous Data Sources for Civil Unrest Forecasting. ASONAM Gizem Korkmaz, Jose Cadena, Chris J. Kuhlman, Achla Marathe, Anil Vullikanti, Naren Ramakrishnan
2015	—	`conf`	Concurrent Inference of Topic Models and Distributed Vector Representations. ECML/PKDD (2) Debakar Shamanta, Sheikh Motahar Naim, Parang Saraf, Naren Ramakrishnan, Mahmud Shahriar Hossain
2015	A*	`conf`	Dynamic Poisson Autoregression for Influenza-Like-Illness Case Count Prediction. KDD Zheng Wang, Prithwish Chakraborty, Sumiko R. Mekaru, John S. Brownstein, Jieping Ye, Naren Ramakrishnan
2015	—	`conf`	Dynamic theme tracking in Twitter. IEEE BigData Liang Zhao, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
2015	J	`jnl`	How events unfold: spatiotemporal mining in social media. ACM SIGSPATIAL Special Ting Hua, Liang Zhao, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
2015	J	`jnl`	Interactive Discovery of Coordinated Relationship Chains with Maximum Entropy Models. CoRR Hao Wu, Maoyuan Sun, Peng Mi, Nikolaj Tatti, Chris North, Naren Ramakrishnan
2015	J	`jnl`	Model-Based Forecasting of Significant Societal Events. IEEE Intell. Syst. Naren Ramakrishnan, Chang-Tien Lu, Madhav V. Marathe, Achla Marathe, Anil Vullikanti, Stephen G. Eubank, Scotland Leman, Michael J. Roan, John S. Brownstein, Kristen Maria Summers, Lise Getoor, Aravind Srinivasan, Tanzeem Choudhury, Dipak Gupta, David Mares
2015	A*	`conf`	Multi-Task Learning for Spatio-Temporal Event Forecasting. KDD Liang Zhao, Qian Sun, Jieping Ye, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
2015	B	`conf`	Online denoising of discrete noisy data. ISIT Pejman Khadivi, Ravi Tandon, Naren Ramakrishnan
2015	A*	`conf`	Planned Protest Modeling in News and Social Media. AAAI Sathappan Muthiah, Bert Huang, Jaime Arredondo, David Mares, Lise Getoor, Graham Katz, Naren Ramakrishnan
2015	A*	`conf`	SimNest: Social Media Nested Epidemic Simulation via Online Semi-Supervised Deep Learning. ICDM Liang Zhao, Jiangzhuo Chen, Feng Chen, Wei Wang, Chang-Tien Lu, Naren Ramakrishnan
2015	A	`conf`	SourceSeer: Forecasting Rare Disease Outbreaks Using Multiple Data Sources. SDM Theodoros Rekatsinas, Saurav Ghosh, Sumiko R. Mekaru, Elaine O. Nsoesie, John S. Brownstein, Lise Getoor, Naren Ramakrishnan
2015	A	`conf`	Spatiotemporal Event Forecasting in Social Media. SDM Liang Zhao, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
2015	J	`jnl`	ThemeDelta: Dynamic Segmentations over Temporal Topic Models. IEEE Trans. Vis. Comput. Graph. Samah Gad, Waqas Javed, Sohaib Ghani, Niklas Elmqvist, E. Thomas Ewing, Keith N. Hampton, Naren Ramakrishnan
2015	—	`conf`	Time series forecasting via noisy channel reversal. MLSP Pejman Khadivi, Prithwish Chakraborty, Ravi Tandon, Naren Ramakrishnan
2015	B	`conf`	Uncovering News-Twitter Reciprocity via Interaction Patterns. ASONAM Yue Ning, Sathappan Muthiah, Ravi Tandon, Naren Ramakrishnan
2015	A*	`conf`	Unearthing Stealthy Program Attacks Buried in Extremely Long Execution Paths. CCS Xiaokui Shu, Danfeng Yao, Naren Ramakrishnan
2014	J	`jnl`	'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators. CoRR Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self, Rupinder Paul Khandpur, Parang Saraf, Wei Wang, Jose Cadena, Anil Vullikanti, Gizem Korkmaz, Chris J. Kuhlman, Achla Marathe, Liang Zhao, Ting Hua, Feng Chen, Chang-Tien Lu, Bert Huang, Aravind Srinivasan, Khoa Trinh, Lise Getoor, Graham Katz, Andy Doyle, Chris Ackermann, Ilya Zavorin, Jim Ford, Kristen Maria Summers, Youssef Fayed, Jaime Arredondo, Dipak Gupta, David Mares
2014	A*	`conf`	'Beating the news' with EMBERS: forecasting civil unrest using open source indicators. KDD Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self, Rupinder Paul Khandpur, Parang Saraf, Wei Wang, Jose Cadena, Anil Vullikanti, Gizem Korkmaz, Chris J. Kuhlman, Achla Marathe, Liang Zhao, Ting Hua, Feng Chen, Chang-Tien Lu, Bert Huang, Aravind Srinivasan, Khoa Trinh, Lise Getoor, Graham Katz, Andy Doyle, Chris Ackermann, Ilya Zavorin, Jim Ford, Kristen Maria Summers, Youssef Fayed, Jaime Arredondo, Dipak Gupta, David Mares
2014	J	`jnl`	(Hyper) local news aggregation: Designing for social affordances. Gov. Inf. Q. Andrea L. Kavanaugh, Ankit Ahuja, Samah Gad, Sloane Neidig, Manuel A. Pérez-Quiñones, Naren Ramakrishnan, John Tedesco
2014	J	`jnl`	A Five-Level Design Framework for Bicluster Visualizations. IEEE Trans. Vis. Comput. Graph. Maoyuan Sun, Chris North, Naren Ramakrishnan
2014	J	`jnl`	Applying MetaMap to Medline for identifying novel associations in a large clinical dataset: a feasibility analysis. J. Am. Medical Informatics Assoc. David A. Hanauer, Mohammed Saeed, Kai Zheng, Qiaozhu Mei, Kerby Shedden, Alan R. Aronson, Naren Ramakrishnan
2014	J	`jnl`	AutoLCA: A Framework for Sustainable Redesign and Assessment of Products. ACM Trans. Intell. Syst. Technol. Mahmud Shahriar Hossain, Manish Marwah, Amip Shah, Layne T. Watson, Naren Ramakrishnan
2014	J	`jnl`	Charging and Storage Infrastructure Design for Electric Vehicles. ACM Trans. Intell. Syst. Technol. Marjan Momtazpour, Patrick Butler, Naren Ramakrishnan, Mahmud Shahriar Hossain, Mohammad Chehreghani Bozchalui, Ratnesh K. Sharma
2014	—	`conf`	Detecting and forecasting domestic political crises: a graph-based approach. WebSci Yaser Keneshloo, Jose Cadena, Gizem Korkmaz, Naren Ramakrishnan
2014	A	`conf`	Detection of stealthy malware activities with traffic causality and scalable triggering relation discovery. AsiaCCS Hao Zhang, Danfeng (Daphne) Yao, Naren Ramakrishnan
2014	—	`conf`	Discovering evolving political vocabulary in social media. BESC Aravindan Mahendiran, Wei Wang, Jaime Arredondo Sanchez Lira, Bert Huang, Lise Getoor, David Mares, Naren Ramakrishnan
2014	A*	`conf`	Flu Gone Viral: Syndromic Surveillance of Flu on Twitter Using Temporal Topic Models. ICDM Liangzhe Chen, K. S. M. Tozammel Hossain, Patrick Butler, Naren Ramakrishnan, B. Aditya Prakash
2014	J	`jnl`	Forecasting Significant Societal Events Using The Embers Streaming Predictive Analytics System. Big Data Andy Doyle, Graham Katz, Kristen Maria Summers, Chris Ackermann, Ilya Zavorin, Zunsik Lim, Sathappan Muthiah, Patrick Butler, Nathan Self, Liang Zhao, Chang-Tien Lu, Rupinder Paul Khandpur, Youssef Fayed, Naren Ramakrishnan
2014	A	`conf`	Forecasting a Moving Target: Ensemble Models for ILI Case Count Predictions. SDM Prithwish Chakraborty, Pejman Khadivi, Bryan L. Lewis, Aravindan Mahendiran, Jiangzhuo Chen, Patrick Butler, Elaine O. Nsoesie, Sumiko R. Mekaru, John S. Brownstein, Madhav V. Marathe, Naren Ramakrishnan
2014	—	`conf`	Forecasting location-based events with spatio-temporal storytelling. LBSN@SIGSPATIAL/GIS Raimundo F. Dos Santos, Sumit Shah, Feng Chen, Arnold P. Boedihardjo, Chang-Tien Lu, Naren Ramakrishnan
2014	J	`jnl`	Misinformation Propagation in the Age of Twitter. Computer Fang Jin, Wei Wang, Liang Zhao, Edward R. Dougherty, Yang Cao, Chang-Tien Lu, Naren Ramakrishnan
2014	A*	`conf`	Modeling mass protest adoption in social network communities using geometric brownian motion. KDD Fang Jin, Rupinder Paul Khandpur, Nathan Self, Edward R. Dougherty, Sheng Guo, Feng Chen, B. Aditya Prakash, Naren Ramakrishnan
2014	B	`conf`	ReCloud: semantics-based word cloud visualization of user reviews. Graphics Interface Ji Wang, Jian Zhao, Sheng Guo, Chris North, Naren Ramakrishnan
2014	—	`conf`	Safeguarding Abila: Discovering evolving activist networks VAST 2014 mini challenge 1: Unstructured text and network data analysis. IEEE VAST Parang Saraf, Patrick Butler, Naren Ramakrishnan
2014	—	`conf`	Safeguarding Abila: Real-time streaming analysis VAST 2014 Mini Challenge 3: Streaming text analysis. IEEE VAST Patrick Butler, Parang Saraf, Naren Ramakrishnan
2014	—	`conf`	Safeguarding Abila: Spatio-temporal activity modeling VAST 2014 Mini Challenge 2 award: Honorable mention for effective presentation. IEEE VAST Parang Saraf, Patrick Butler, Naren Ramakrishnan
2014	—	`conf`	Safeguarding abila through multiple data perspectives VAST 2014 Grand Challenge award: Effective analysis and presentation. IEEE VAST Parang Saraf, Patrick Butler, Naren Ramakrishnan
2014	B	`conf`	SansText: Classifying temporal topic dynamics of Twitter cascades without tweet text. ASONAM Shashidhar Sundereisan, Abhay Bhadriraju, M. Saquib Khan, Naren Ramakrishnan, B. Aditya Prakash
2014	J	`jnl`	Satellite Imagery Analysis: What Can Hospital Parking Lots Tell Us about a Disease Outbreak? Computer Patrick Butler, Naren Ramakrishnan, Elaine O. Nsoesie, John S. Brownstein
2014	—	`conf`	The EMBERS architecture for streaming predictive analytics. IEEE BigData Andy Doyle, Graham Katz, Kristen Maria Summers, Chris Ackermann, Ilya Zavorin, Zunsik Lim, Sathappan Muthiah, Liang Zhao, Chang-Tien Lu, Patrick Butler, Rupinder Paul Khandpur, Youssef Fayed, Naren Ramakrishnan
2014	J	`jnl`	The human is the loop: new directions for visual analytics. J. Intell. Inf. Syst. Alex Endert, Mahmud Shahriar Hossain, Naren Ramakrishnan, Chris North, Patrick Fiaux, Christopher Andrews
2014	A*	`conf`	The role of interactive biclusters in sensemaking. CHI Maoyuan Sun, Lauren Bradel, Christopher L. North, Naren Ramakrishnan
2014	—	`conf`	Tracking constrained clustering solutions with a probability-one homotopy map. SpringSim (HPS) David R. Easterling, Layne T. Watson, Naren Ramakrishnan
2014	J	`jnl`	Uncovering the plot: detecting surprising coalitions of entities in multi-relational schemas. Data Min. Knowl. Discov. Hao Wu, Jilles Vreeken, Nikolaj Tatti, Naren Ramakrishnan
2014	—	`conf`	Understanding the role of medical experts during a public health crisis digital tools and library resources for research on the 1918 Spanish influenza. IEEE BigData E. Thomas Ewing, Samah Gad, Naren Ramakrishnan, Jeffrey S. Reznick
2013	A*	`conf`	A Temporal Motif Mining Approach to Unsupervised Energy Disaggregation: Applications to Residential and Commercial Buildings. AAAI Huijuan Shao, Manish Marwah, Naren Ramakrishnan
2013	J	`jnl`	A general streaming algorithm for pattern discovery. Knowl. Inf. Syst. Debprakash Patnaik, Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan
2013	A*	`conf`	A semantic-aware approach to reasoning about network traffic relations. CCS Hao Zhang, Danfeng (Daphne) Yao, Naren Ramakrishnan
2013	J	`jnl`	Analyzing Civil Unrest through Social Media. Computer Ting Hua, Chang-Tien Lu, Naren Ramakrishnan, Feng Chen, Jaime Arredondo, David Mares, Kristen Maria Summers
2013	J	`jnl`	Bixplorer: Visual Analytics with Biclusters. Computer Patrick Fiaux, Maoyuan Sun, Lauren Bradel, Chris North, Naren Ramakrishnan, Alex Endert
2013	A*	`conf`	Clustering with Complex Constraints - Algorithms and Applications. AAAI Weifeng Zhi, Xiang Wang, Buyue Qian, Patrick Butler, Naren Ramakrishnan, Ian Davidson
2013	—	`conf`	Epidemiological modeling of news and rumors on Twitter. SNAKDD Fang Jin, Edward R. Dougherty, Parang Saraf, Yang Cao, Naren Ramakrishnan
2013	A*	`conf`	Forex-foreteller: currency trend modeling using news articles. KDD Fang Jin, Nathan Self, Parang Saraf, Patrick Butler, Wei Wang, Naren Ramakrishnan
2013	J	`jnl`	Gaining Insights into Epidemics by Mining Historical Newspapers. Computer E. Thomas Ewing, Samah Gad, Naren Ramakrishnan
2013	C	`conf`	How analysts cognitively "connect the dots". ISI Lauren Bradel, Jessica Zeitz Self, Alex Endert, Mahmud Shahriar Hossain, Chris North, Naren Ramakrishnan
2013	J	`jnl`	How to "alternatize" a clustering algorithm. Data Min. Knowl. Discov. Mahmud Shahriar Hossain, Naren Ramakrishnan, Ian Davidson, Layne T. Watson
2013	J	`jnl`	Improved Multiple Sequence Alignments Using Coupled Pattern Mining. IEEE ACM Trans. Comput. Biol. Bioinform. K. S. M. Tozammel Hossain, Debprakash Patnaik, Srivatsan Laxman, Prateek Jain, Chris Bailey-Kellogg, Naren Ramakrishnan
2013	J	`jnl`	Mining Posets from Linear Orders. Discret. Math. Algorithms Appl. Proceso L. Fernandez, Lenwood S. Heath, Naren Ramakrishnan, Michael Tan, John Paul C. Vergara
2013	J	`jnl`	Modeling temporal relationships in large scale clinical associations. J. Am. Medical Informatics Assoc. David A. Hanauer, Naren Ramakrishnan
2013	—	`conf`	Probability-one homotopy maps for tracking constrained clustering solutions. SpringSim (HPC) David R. Easterling, Mahmud Shahriar Hossain, Layne T. Watson, Naren Ramakrishnan
2013	J	`jnl`	Recent Advances in Computational Epidemiology. IEEE Intell. Syst. Madhav V. Marathe, Naren Ramakrishnan
2013	A*	`conf`	Regularization Paths for Sparse Nonnegative Least Squares Problems with Applications to Life Cycle Assessment Tree Discovery. ICDM Jingu Kim, Naren Ramakrishnan, Manish Marwah, Amip Shah, Haesun Park
2013	A*	`conf`	STED: semi-supervised targeted-interest event detectionin in twitter. KDD Ting Hua, Feng Chen, Liang Zhao, Chang-Tien Lu, Naren Ramakrishnan
2013	J	`jnl`	Using hierarchical data mining to characterize performance of wireless system configurations. Adv. Eng. Softw. Alex Verstak, Naren Ramakrishnan, Layne T. Watson, Jian He, Clifford A. Shaffer, Ananth Grama
2012	—	`conf`	(Hyper) local news aggregation: designing for social affordances. DG.O Andrea L. Kavanaugh, Samah Gad, Sloane Neidig, Manuel A. Pérez-Quiñones, John Tedesco, Ankit Ahuja, Naren Ramakrishnan
2012	J	`jnl`	Adaptive Code Collage: A Framework to Transparently Modify Scientific Codes. Comput. Sci. Eng. Pilsung Kang, Naren Ramakrishnan, Calvin J. Ribbens, Srinidhi Varadarajan, Michael A. Heffner
2012	—	`conf`	Bridging the Divide in Democratic Engagement: Studying Conversation Patterns in Advantaged and Disadvantaged Communities. SocialInformatics Samah Gad, Naren Ramakrishnan, Keith N. Hampton, Andrea L. Kavanaugh
2012	J	`jnl`	Continuous Iterative Guided Spectral Class Rejection Classification Algorithm. IEEE Trans. Geosci. Remote. Sens. Rhonda D. Phillips, Layne T. Watson, Randolph H. Wynne, Naren Ramakrishnan
2012	—	`conf`	Coordinated clustering algorithms to support charging infrastructure design for electric vehicles. UrbComp@KDD Marjan Momtazpour, Patrick Butler, Mahmud Shahriar Hossain, Mohammad Chehreghani Bozchalui, Naren Ramakrishnan, Ratnesh Sharma
2012	J	`jnl`	Discovering the Ebb and Flow of Ideas from Text Corpora. Computer Justin Jee, Lee Case Klippel, Mahmud Shahriar Hossain, Naren Ramakrishnan, Bud Mishra
2012	A*	`conf`	Efficient Episode Mining of Dynamic Event Streams. ICDM Debprakash Patnaik, Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan
2012	J	`jnl`	Factorizing Event Sequences. Computer Naren Sundaravaradan, Naren Ramakrishnan, David A. Hanauer
2012	A*	`conf`	Fine-Grained Photovoltaic Output Prediction Using a Bayesian Ensemble. AAAI Prithwish Chakraborty, Manish Marwah, Martin F. Arlitt, Naren Ramakrishnan
2012	J	`jnl`	Implementing modular adaptation of scientific software. J. Comput. Sci. Pilsung Kang, Naresh K. C. Selvarasu, Naren Ramakrishnan, Calvin J. Ribbens, Danesh K. Tafti, Yang Cao, Srinidhi Varadarajan
2012	—	`conf`	Improved multiple sequence alignments using coupled pattern mining. BCB K. S. M. Tozammel Hossain, Debprakash Patnaik, Srivatsan Laxman, Prateek Jain, Chris Bailey-Kellogg, Naren Ramakrishnan
2012	J	`jnl`	Parallel Mining of Neuronal Spike Streams on Graphics Processing Units. Int. J. Parallel Program. Yong Cao, Debprakash Patnaik, Sean P. Ponce, Jeremy S. Archuleta, Patrick Butler, Wu-chun Feng, Naren Ramakrishnan
2012	J	`jnl`	Portfolio Mining. Computer Krishna P. C. Madhavan, Mihaela Vorvoreanu, Niklas Elmqvist, Aditya Johri, Naren Ramakrishnan, G. Alan Wang, Ann F. McKenna
2012	J	`jnl`	Scatter/Gather Clustering: Flexibly Incorporating User Feedback to Steer Clustering Results. IEEE Trans. Vis. Comput. Graph. Mahmud Shahriar Hossain, Praveen Kumar Reddy Ojili, Cindy Grimm, Rolf Mueller, Layne T. Watson, Naren Ramakrishnan
2012	A*	`conf`	Storytelling in entity networks to support intelligence analysts. KDD Mahmud Shahriar Hossain, Patrick Butler, Arnold P. Boedihardjo, Naren Ramakrishnan
2012	J	`jnl`	Streaming Algorithms for Pattern Discovery over Dynamically Changing Event Sequences CoRR Debprakash Patnaik, Naren Ramakrishnan, Srivatsan Laxman, Badrish Chandramouli
2012	—	`conf`	The Deshredder: A visual analytic approach to reconstructing shredded documents. IEEE VAST Patrick Butler, Prithwish Chakraborty, Naren Ramakrishnan
2012	—	`conf`	User Intention-Based Traffic Dependence Analysis for Anomaly Detection. IEEE Symposium on Security and Privacy Workshops Hao Zhang, William Banick, Danfeng Yao, Naren Ramakrishnan
2012	J	`jnl`	Visual exploration of frequent patterns in multivariate time series. Inf. Vis. Ming C. Hao, Manish Marwah, Halldór Janetzko, Umeshwar Dayal, Daniel A. Keim, Debprakash Patnaik, Naren Ramakrishnan, Ratnesh K. Sharma
2011	—	`conf`	Analyst's workspace: Protecting vastopolis. IEEE VAST Christopher Andrews, Mahmud Shahriar Hossain, Samah Gad, Naren Ramakrishnan, Chris North
2011	J	`jnl`	Data driven surrogate-based optimization in the problem solving environment WBCSim. Eng. Comput. Shubhangi G. Deshpande, Layne T. Watson, Jiang Shu, Frederick A. Kamke, Naren Ramakrishnan
2011	A*	`conf`	Discovering Life Cycle Assessment Trees from Impact Factor Databases. AAAI Naren Sundaravaradan, Debprakash Patnaik, Naren Ramakrishnan, Manish Marwah, Amip Shah
2011	J	`jnl`	Discovering excitatory relationships using dynamic Bayesian networks. Knowl. Inf. Syst. Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan
2011	A*	`conf`	Experiences with mining temporal event sequences from electronic medical records: initial successes and some challenges. KDD Debprakash Patnaik, Patrick Butler, Naren Ramakrishnan, Laxmi Parida, Benjamin J. Keller, David A. Hanauer
2011	—	`conf`	Helping Intelligence Analysts Make Connections. Scalable Integration of Analytics and Visualization Mahmud Shahriar Hossain, Christopher Andrews, Naren Ramakrishnan, Chris North
2011	—	`conf`	Maintainable and reusable scientific software adaptation: democratizing scientific software adaptation. AOSD Pilsung Kang, Eli Tilevich, Srinidhi Varadarajan, Naren Ramakrishnan
2011	J	`jnl`	Temporal data mining approaches for sustainable chiller management in data centers. ACM Trans. Intell. Syst. Technol. Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan
2011	J	`jnl`	Using Data Mining to Help Design Sustainable Products. Computer Manish Marwah, Amip Shah, Cullen E. Bash, Chandrakant D. Patel, Naren Ramakrishnan
2011	—	`conf`	Using physicochemical properties of amino acids to induce graphical models of residue couplings. BIOKDD K. S. M. Tozammel Hossain, Chris Bailey-Kellogg, Alan M. Friedman, Michael J. Bradley, Nathan A. Baker, Naren Ramakrishnan
2011	Misc	`conf`	Visualizing frequent patterns in large multivariate time series. Visualization and Data Analysis Ming C. Hao, Manish Marwah, Halldór Janetzko, Ratnesh Sharma, Daniel A. Keim, Umeshwar Dayal, Debprakash Patnaik, Naren Ramakrishnan
2010	B	`conf`	Data Mining for Modeling Chiller Systems in Data Centers. IDA Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan
2010	A*	`conf`	Diagnosing memory leaks using graph mining on heap dumps. KDD Evan K. Maxwell, Godmar Back, Naren Ramakrishnan
2010	Misc	`conf`	Dynamic tuning of algorithmic parameters of parallel scientific codes. ICCS Pilsung Kang, Naresh K. C. Selvarasu, Naren Ramakrishnan, Calvin J. Ribbens, Danesh K. Tafti, Srinidhi Varadarajan
2010	J	`jnl`	Efficiently Discovering Hammock Paths from Induced Similarity Networks CoRR Mahmud Shahriar Hossain, Michael Narayan, Naren Ramakrishnan
2010	A*	`conf`	Extracting temporal signatures for comprehending systems biology models. KDD Naren Sundaravaradan, K. S. M. Tozammel Hossain, Vandana Sreedharan, Douglas J. Slotta, John Paul C. Vergara, Lenwood S. Heath, Naren Ramakrishnan
2010	B	`conf`	Finding the Storyteller: Automatic Spoiler Tagging using Linguistic Cues. COLING Sheng Guo, Naren Ramakrishnan
2010	—	`conf`	Mining Complex Boolean Expressions for Sequential Equivalence Checking. Asian Test Symposium Neha Goel, Michael S. Hsiao, Naren Ramakrishnan, Mohammed J. Zaki
2010	J	`jnl`	Mining Electronic Health Records. Computer Naren Ramakrishnan, David A. Hanauer, Benjamin J. Keller
2010	J	`jnl`	Mining Frequent Boolean Expressions: Application to Gene Expression and Regulatory Modeling. Int. J. Knowl. Discov. Bioinform. Mohammed Javeed Zaki, Naren Ramakrishnan, Lizhuang Zhao
2010	J	`jnl`	Program transformations for information personalization. Comput. Lang. Syst. Struct. Saverio Perugini, Naren Ramakrishnan
2010	A*	`conf`	Structuring ordered nominal data for event sequence discovery. ACM Multimedia Chreston A. Miller, Francis K. H. Quek, Naren Ramakrishnan
2010	—	`conf`	Towards chip-on-chip neuroscience: fast mining of neuronal spike streams using graphics hardware. Conf. Computing Frontiers Yong Cao, Debprakash Patnaik, Sean P. Ponce, Jeremy S. Archuleta, Patrick Butler, Wu-chun Feng, Naren Ramakrishnan
2010	A*	`conf`	Unifying dependent clustering and disparate clustering for non-homogeneous data. KDD Mahmud Shahriar Hossain, Satish Tadepalli, Layne T. Watson, Ian Davidson, Richard F. Helm, Naren Ramakrishnan
2010	—	`conf`	Visual analysis of frequent patterns in large time series. IEEE VAST Ming C. Hao, Manish Marwah, Halldor Janetzko, Daniel A. Keim, Umeshwar Dayal, Ratnesh K. Sharma, Debprakash Patnaik, Naren Ramakrishnan
2009	—	`conf`	A Hypothesis Test for the Evaluation of Soft Clusters for Classification. IPCV Rhonda D. Phillips, Layne T. Watson, Randolph H. Wynne, Naren Ramakrishnan
2009	J	`jnl`	Accelerator-Oriented Algorithm Transformation for Temporal Data Mining CoRR Debprakash Patnaik, Sean P. Ponce, Yong Cao, Naren Ramakrishnan
2009	C	`conf`	Accelerator-Oriented Algorithm Transformation for Temporal Data Mining. NPC Debprakash Patnaik, Sean P. Ponce, Yong Cao, Naren Ramakrishnan
2009	—	`conf`	An Iterative Framework for the Improvement of Soft Clusters for Classificaction. IPCV Rhonda D. Phillips, Layne T. Watson, Randolph H. Wynne, Naren Ramakrishnan
2009	Misc	`conf`	Capturing truthiness: mining truth tables in binary datasets. SAC Clifford Conley Owens III, T. M. Murali, Naren Ramakrishnan
2009	J	`jnl`	Computing with Proteins. Computer Naren Ramakrishnan, Upinder S. Bhalla, John J. Tyson
2009	A*	`conf`	Discovering Excitatory Networks from Discrete Event Streams with Applications to Neuronal Spike Train Analysis. ICDM Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan
2009	J	`jnl`	Exploring Out-of-turn Interactions with Websites. J. Digit. Inf. Saverio Perugini, Mary E. Pinney, Naren Ramakrishnan, Manuel A. Pérez-Quiñones, Mary Beth Rosson
2009	J	`jnl`	Inferring Dynamic Bayesian Networks using Frequent Episode Mining CoRR Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan
2009	A	`conf`	Mining linguistic cues for query expansion: applications to drug interaction search. CIKM Sheng Guo, Naren Ramakrishnan
2009	Misc	`conf`	Modular implementation of adaptive decisions in stochastic simulations. SAC Pilsung Kang, Yang Cao, Naren Ramakrishnan, Calvin J. Ribbens, Srinidhi Varadarajan
2009	—	`conf`	Modular, Fine-Grained Adaptation of Parallel Programs. ICCS (1) Pilsung Kang, Naresh K. C. Selvarasu, Naren Ramakrishnan, Calvin J. Ribbens, Danesh K. Tafti, Srinidhi Varadarajan
2009	J	`jnl`	Protein Design by Sampling an Undirected Graphical Model of Residue Constraints. IEEE ACM Trans. Comput. Biol. Bioinform. John Thomas, Naren Ramakrishnan, Chris Bailey-Kellogg
2009	J	`jnl`	Recommender Systems for the Conference Paper Assignment Problem CoRR Don Conry, Yehuda Koren, Naren Ramakrishnan
2009	A	`conf`	Recommender systems for the conference paper assignment problem. RecSys Don Conry, Yehuda Koren, Naren Ramakrishnan
2009	J	`jnl`	Simultaneously Segmenting Multiple Gene Expression Time Courses by Analyzing Cluster Dynamics. J. Bioinform. Comput. Biol. Satish Tadepalli, Naren Ramakrishnan, Layne T. Watson, Bud Mishra, Richard F. Helm
2009	A*	`conf`	Sustainable operation and management of data center chillers using temporal data mining. KDD Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan
2009	J	`jnl`	Temporal Process Discovery in Many Guises. Computer Naren Ramakrishnan, Debprakash Patnaik, Vandana Sreedharan
2009	J	`jnl`	The Pervasiveness of Data Mining asnd Machine Learning. Computer Naren Ramakrishnan
2009	J	`jnl`	Towards Chip-on-Chip Neuroscience: Fast Mining of Frequent Episodes Using Graphics Processors CoRR Yong Cao, Debprakash Patnaik, Sean P. Ponce, Jeremy S. Archuleta, Patrick Butler, Wu-chun Feng, Naren Ramakrishnan
2008	J	`jnl`	Algorithms for Storytelling. IEEE Trans. Knowl. Data Eng. Deept Kumar, Naren Ramakrishnan, Richard F. Helm, Malcolm Potts
2008	J	`jnl`	Biological data mining. Sci. Program. Mohammed Javeed Zaki, Naren Ramakrishnan, Srinivasan Parthasarathy
2008	J	`jnl`	CMGSDB: integrating heterogeneous Nucleic Acids Res. Amrita Pati, Ying Jin, Karsten Klage, Richard F. Helm, Lenwood S. Heath, Naren Ramakrishnan
2008	J	`jnl`	Compositional mining of multirelational biological datasets. ACM Trans. Knowl. Discov. Data Ying Jin, T. M. Murali, Naren Ramakrishnan
2008	J	`jnl`	Compositional specification and realisation of mixed-initiative web dialogs. Int. J. Web Eng. Technol. Naren Ramakrishnan, Manuel A. Pérez-Quiñones, Atul Shenoy
2008	—	`ch.`	Gaussian Process Models in Spatial Data Mining. Encyclopedia of GIS Naren Ramakrishnan, Chris Bailey-Kellogg
2008	J	`jnl`	Graphical Models of Residue Coupling in Protein Families. IEEE ACM Trans. Comput. Biol. Bioinform. John Thomas, Naren Ramakrishnan, Chris Bailey-Kellogg
2008	J	`jnl`	Memory Switches in Chemical Reaction Space. PLoS Comput. Biol. Naren Ramakrishnan, Upinder S. Bhalla
2008	A*	`conf`	Reconstructing chemical reaction networks: data mining meets system identification. KDD Yong Ju Cho, Naren Ramakrishnan, Yang Cao
2008	A*	`conf`	Seeded Discovery of Base Relations in Large Corpora. EMNLP Nicholas Andrews, Naren Ramakrishnan
2008	B	`conf`	Simultaneously Segmenting Multiple Gene Expression Time Courses by Analyzing Cluster Dynamics. APBC Satish Tadepalli, Naren Ramakrishnan, Layne T. Watson, Bhubaneswar Mishra, Richard F. Helm
2008	J	`jnl`	Unification of problem solving environment implementation layers with XML-based specifications. Adv. Eng. Softw. Jiang Shu, Layne T. Watson, Naren Ramakrishnan, Frederick A. Kamke, Christopher L. North
2008	—	`conf`	Using Cost-Sensitive Learning to Determine Gene Conversions. ICIC (2) Mark J. Lawson, Lenwood S. Heath, Naren Ramakrishnan, Liqing Zhang
2007	J	`jnl`	From the Area Editor: Search-The New Incarnations. Computer Naren Ramakrishnan
2007	J	`jnl`	Mining Web functional dependencies for flexible information access. J. Assoc. Inf. Sci. Technol. Saverio Perugini, Naren Ramakrishnan
2007	J	`jnl`	S Softw. Pract. Exp. Dhananjay Mishra, Clifford A. Shaffer, Naren Ramakrishnan, Layne T. Watson, Kyung Kyoon Bae, Jian He, Alex Verstak, William H. Tranter
2007	J	`jnl`	Scouts, promoters, and connectors: The roles of ratings in nearest-neighbor collaborative filtering. ACM Trans. Web Bharath Kumar Mohan, Benjamin J. Keller, Naren Ramakrishnan
2007	A	`conf`	The Adaptive Code Kitchen: Flexible Tools for Dynamic Application Composition. IPDPS Pilsung Kang, Mike Heffner, Joy Mukherjee, Naren Ramakrishnan, Srinidhi Varadarajan, Calvin J. Ribbens, Danesh K. Tafti
2007	J	`jnl`	Validation and Estimation of Parameters for a General Probabilistic Model of the PCR Process. J. Comput. Biol. Nilanjan Saha, Layne T. Watson, Karen Kafadar, Naren Ramakrishnan, Alexey Onufriev, Shrinivasrao P. Mane, Cecilia Vasquez-Robinet
2006	J	`jnl`	A general probabilistic model of the PCR process. Appl. Math. Comput. Nilanjan Saha, Layne T. Watson, Karen Kafadar, Alexey Onufriev, Naren Ramakrishnan, Cecilia Vasquez-Robinet, Jonathan I. Watkinson
2006	A*	`conf`	Algorithms for storytelling. KDD Deept Kumar, Naren Ramakrishnan, Richard F. Helm, Malcolm Potts
2006	A*	`conf`	BLOSOM: a framework for mining arbitrary boolean expressions. KDD Lizhuang Zhao, Mohammed J. Zaki, Naren Ramakrishnan
2006	J	`jnl`	Interacting with Web Hierarchies. IT Prof. Saverio Perugini, Naren Ramakrishnan
2006	J	`jnl`	Network reconstruction from dynamic data. SIGKDD Explor. K. P. Unnikrishnan, Naren Ramakrishnan, P. S. Sastry, Ramasamy Uthurusamy
2006	J	`jnl`	Nonorthogonal decomposition of binary matrices for bounded-error data compression and analysis. ACM Trans. Math. Softw. Mehmet Koyutürk, Ananth Grama, Naren Ramakrishnan
2006	Misc	`conf`	Scalable Execution of Legacy Scientific Codes. International Conference on Computational Science (1) Joy Mukherjee, Srinidhi Varadarajan, Naren Ramakrishnan
2006	A*	`conf`	Scouts, promoters, and connectors: the roles of ratings in nearest neighbor collaborative filtering. EC Bharath Kumar Mohan, Benjamin J. Keller, Naren Ramakrishnan
2006	J	`jnl`	Spatial data mining to support pandemic preparedness. SIGKDD Explor. Chris Bailey-Kellogg, Naren Ramakrishnan, Madhav V. Marathe
2006	J	`jnl`	The JigCell Model Builder: A Spreadsheet Interface for Creating Biochemical Reaction Network Models. IEEE ACM Trans. Comput. Biol. Bioinform. Marc Vass, Clifford A. Shaffer, Naren Ramakrishnan, Layne T. Watson, John J. Tyson
2005	B	`conf`	A Generative Programming Approach to Interactive Information Retrieval: Insights and Experiences. GPCE Saverio Perugini, Naren Ramakrishnan
2005	J	`jnl`	A Model Based Approach to Reachability Routing CoRR Leland Smith, Muthukumar Thirunavukkarasu, Srinidhi Varadarajan, Naren Ramakrishnan
2005	J	`jnl`	Compression, Clustering, and Pattern Discovery in Very High-Dimensional Discrete-Attribute Data Sets. IEEE Trans. Knowl. Data Eng. Mehmet Koyutürk, Ananth Grama, Naren Ramakrishnan
2005	J	`jnl`	From The Area Editor: Frontiers of Search. Computer Naren Ramakrishnan
2005	A	`conf`	Gaussian Processes for Active Data Mining of Spatial Aggregates. SDM Naren Ramakrishnan, Chris Bailey-Kellogg, Satish Tadepalli, Varun Pandey
2005	—	`conf`	Graphical models of residue coupling in protein families. BIOKDD John Thomas, Naren Ramakrishnan, Chris Bailey-Kellogg
2005	J	`jnl`	Novel runtime systems support for adaptive compositional modeling in PSEs. Future Gener. Comput. Syst. Srinidhi Varadarajan, Naren Ramakrishnan
2005	A*	`conf`	Reasoning about sets using redescription mining. KDD Mohammed Javeed Zaki, Naren Ramakrishnan
2005	A*	`conf`	Redescription Mining: Structure Theory and Algorithms. AAAI Laxmi Parida, Naren Ramakrishnan
2004	J	`jnl`	Automatically Generating Interfaces for Personalized Interaction with Digital Libraries CoRR Saverio Perugini, Naren Ramakrishnan, Edward A. Fox
2004	—	`conf`	Enhancing usability in CITIDEL: multimodal, multilingual, and interactive visualization interfaces. JCDL Saverio Perugini, Kate McDevitt, Ryan Richardson, Manuel A. Pérez-Quiñones, Rao Shen, Naren Ramakrishnan, Christopher Williams, Edward A. Fox
2004	J	`jnl`	Globally optimal transmitter placement for indoor wireless communication systems. IEEE Trans. Wirel. Commun. Jian He, Alex Verstak, Layne T. Watson, C. A. Stinson, Naren Ramakrishnan, Clifford A. Shaffer, Theodore S. Rappaport, Christopher Robert Anderson, Kyung Kyoon Bae, Jing Jiang, William H. Tranter
2004	J	`jnl`	Personalization by Program Slicing. J. Object Technol. Saverio Perugini, Naren Ramakrishnan
2004	A*	`conf`	Spatial Aggregation for Qualitative Assessment of Scientific Computations. AAAI Chris Bailey-Kellogg, Naren Ramakrishnan
2004	A*	`conf`	Staging transformations for multimodal web interaction management. WWW Michael Narayan, Christopher Williams, Saverio Perugini, Naren Ramakrishnan
2004	J	`jnl`	The JigCell Model Builder and Run Manager. Bioinform. Marc Vass, Nicholas A. Allen, Clifford A. Shaffer, Naren Ramakrishnan, Layne T. Watson, John J. Tyson
2004	J	`jnl`	Towards integrated PSEs for wireless communications: experiences with the S ACM SIGMOBILE Mob. Comput. Commun. Rev. Roger R. Skidmore, Alex Verstak, Naren Ramakrishnan, Theodore S. Rappaport, Layne T. Watson, Jian He, Srinidhi Varadarajan, Clifford A. Shaffer, Jeremy K.-P. Chen, Kyung Kyoon Bae, Jing Jiang, William H. Tranter
2004	A*	`conf`	Turning CARTwheels: an alternating algorithm for mining redescriptions. KDD Naren Ramakrishnan, Deept Kumar, Bud Mishra, Malcolm Potts, Richard F. Helm
2003	J	`jnl`	BSML: A binding schema markup language for data interchange in problem solving environments. Sci. Program. Alex Verstak, Naren Ramakrishnan, Layne T. Watson, Jian He, Clifford A. Shaffer, Kyung Kyoon Bae, Jing Jiang, William H. Tranter, Theodore S. Rappaport
2003	A	`conf`	Expresso and Chips: Creating a Next Generation Microarray Experiment Management System. IPDPS Allan A. Sioson, Jonathan I. Watkinson, Cecilia Vasquez-Robinet, Margaret Ellis, Maulik Shukla, Deept Kumar, Naren Ramakrishnan, Lenwood S. Heath, Ruth Grene, Boris I. Chevone, Karen Kafadar, Layne T. Watson
2003	J	`jnl`	From landscapes to waterscapes: A PSE for landuse change analysis. Eng. Comput. E. J. Rubin, Clifford A. Shaffer, Naren Ramakrishnan, Layne T. Watson, Randel L. Dymond, David F. Kibler, R. Dietz, Jeffrey G. Chanat, Vinod K. Lohani, Darrell Bosch, Cameron Speir
2003	A*	`conf`	Gaussian Process Models of Spatial Aggregation Algorithms. IJCAI Naren Ramakrishnan, Christopher Bailey-Kellogg
2003	J	`jnl`	Improving the Development Process for Eukaryotic Cell Cycle Models with a Modeling Support Environment. Simul. Nicholas A. Allen, Clifford A. Shaffer, Naren Ramakrishnan, Marc T. Vass, Layne T. Watson
2003	Misc	`conf`	Next generation modeling II - applications: improving the development process for eukaryotic cell cycle models with a modeling support environment. WSC Nicholas A. Allen, Clifford A. Shaffer, Marc Vass, Naren Ramakrishnan, Layne T. Watson
2003	J	`jnl`	Novel Runtime Systems Support for Adaptive Compositional Modeling on the Grid CoRR Srinidhi Varadarajan, Naren Ramakrishnan
2003	J	`jnl`	Personalizing interactions with information systems. Adv. Comput. Saverio Perugini, Naren Ramakrishnan
2003	J	`jnl`	Reinforcing reachable route. Comput. Networks Srinidhi Varadarajan, Naren Ramakrishnan, Muthukumar Thirunavukkarasu
2003	J	`jnl`	Staging Transformations for Multimodal Web Interaction Management CoRR Michael Narayan, Christopher Williams, Saverio Perugini, Naren Ramakrishnan
2003	J	`jnl`	Studying Recommendation Algorithms by Graph Analysis. J. Intell. Inf. Syst. Batul J. Mirza, Benjamin J. Keller, Naren Ramakrishnan
2003	J	`jnl`	Supporting Out-of-turn Interactions in a Multimodal Web Interface CoRR Atul Shenoy, Naren Ramakrishnan, Manuel A. Pérez-Quiñones, Srinidhi Varadarajan
2003	J	`jnl`	Taking the Initiative with Extempore: Exploring Out-of-Turn Interactions with Websites CoRR Saverio Perugini, Mary E. Pinney, Naren Ramakrishnan, Manuel A. Pérez-Quiñones, Mary Beth Rosson
2003	—	`conf`	The Traits of the Personable. ITWP Naren Ramakrishnan
2003	J	`jnl`	Turning CARTwheels: An Alternating Algorithm for Mining Redescriptions CoRR Deept Kumar, Naren Ramakrishnan, Malcolm Potts, Richard F. Helm
2002	—	`conf`	Algebraic Techniques for Analysis of Large Discrete-Valued Datasets. PKDD Mehmet Koyutürk, Ananth Grama, Naren Ramakrishnan
2002	J	`jnl`	BSML: A Binding Schema Markup Language for Data Interchange in Problem Solving Environments (PSEs) CoRR Alex Verstak, Naren Ramakrishnan, Layne T. Watson, Jian He, Clifford A. Shaffer, Kyung Kyoon Bae, Jing Jiang, William H. Tranter, Theodore S. Rappaport
2002	J	`jnl`	Dynamic Data Structures for a Direct Search Algorithm. Comput. Optim. Appl. Jian He, Layne T. Watson, Naren Ramakrishnan, Clifford A. Shaffer, Alex Verstak, Jing Jiang, Kyung Kyoon Bae, William H. Tranter
2002	C	`conf`	Mixed-initiative interaction = mixed computation. PEPM Naren Ramakrishnan, Robert Capra, Manuel A. Pérez-Quiñones
2002	J	`jnl`	MyPYTHIA: a recommendation portal for scientific software and services. Concurr. Comput. Pract. Exp. Elias N. Houstis, Ann Christine Catlin, Nitesh Dhanjani, John R. Rice, Naren Ramakrishnan, Vassilios S. Verykios
2002	J	`jnl`	Programming environments for multidisciplinary Grid communities. Concurr. Comput. Pract. Exp. Naren Ramakrishnan, Layne T. Watson, Dennis G. Kafura, Calvin J. Ribbens, Clifford A. Shaffer
2002	J	`jnl`	Qualitative Analysis of Correspondence for Experimental Algorithmics CoRR Christopher Bailey-Kellogg, Naren Ramakrishnan
2002	J	`jnl`	Reinforcing Reachable Routes CoRR Srinidhi Varadarajan, Naren Ramakrishnan
2002	A	`conf`	S4W: Globally Optimized Design of Wireless Communications Systems. IPDPS Alex Verstak, Jian He, Layne T. Watson, Naren Ramakrishnan, Clifford A. Shaffer, Theodore S. Rappaport, Christopher Robert Anderson, Kyung Kyoon Bae, Jing Jiang, William H. Tranter
2002	J	`jnl`	Sampling Strategies for Mining in Data-Scarce Domains CoRR Naren Ramakrishnan, Christopher Bailey-Kellogg
2002	J	`jnl`	Sampling strategies for mining in data-scarce domains. Comput. Sci. Eng. Naren Ramakrishnan, Chris Bailey-Kellogg
2002	J	`jnl`	The Emerging Landscape of Bioinformatics Software Systems. Computer Lenwood S. Heath, Naren Ramakrishnan
2002	J	`jnl`	The Traits of the Personable CoRR Naren Ramakrishnan
2002	C	`conf`	Towards Preferences in Virtual Environment Interfaces. EGVE Chadwick A. Wingrave, Doug A. Bowman, Naren Ramakrishnan
2002	J	`jnl`	Using Hierarchical Data Mining to Characterize Performance of Wireless System Configurations CoRR Alex Verstak, Naren Ramakrishnan, Kyung Kyoon Bae, William H. Tranter, Layne T. Watson, Jian He, Clifford A. Shaffer, Theodore S. Rappaport
2002	J	`jnl`	Weaves: A Novel Direct Code Execution Interface for Parallel High Performance Scientific Codes CoRR Srinidhi Varadarajan, Joy Mukherjee, Naren Ramakrishnan
2001	A*	`conf`	Ambiguity-Directed Sampling for Qualitative Analysis of Sparse Data from Spatially-Distributed Physical Systems. IJCAI Christopher Bailey-Kellogg, Naren Ramakrishnan
2001	J	`jnl`	Compression of particle data from hierarchical approximate methods. ACM Trans. Math. Softw. Dow-Yung Yang, Ananth Grama, Vivek Sarin, Naren Ramakrishnan
2001	J	`jnl`	Evaluating Recommendation Algorithms by Graph Analysis CoRR Batul J. Mirza, Benjamin J. Keller, Naren Ramakrishnan
2001	J	`jnl`	Explaining Scenarios for Information Personalization CoRR Naren Ramakrishnan, Mary Beth Rosson, John M. Carroll
2001	J	`jnl`	Mining scientific data. Adv. Comput. Naren Ramakrishnan, Ananth Grama
2001	J	`jnl`	Mixed-Initiative Interaction = Mixed Computation CoRR Naren Ramakrishnan, Robert Capra, Manuel A. Pérez-Quiñones
2001	—	`conf`	Modeling and Building Personalized Digital Libraries with PIPE and 5SL. DELOS Marcos André Gonçalves, Ali A. Zafer, Naren Ramakrishnan, Edward A. Fox
2001	J	`jnl`	Privacy Risks in Recommender Systems. IEEE Internet Comput. Naren Ramakrishnan, Benjamin J. Keller, Batul J. Mirza, Ananth Grama, George Karypis
2001	J	`jnl`	The Expresso Microarray Experiment Management System: The Functional Genomics of Stress Responses in Loblolly Pine CoRR Lenwood S. Heath, Naren Ramakrishnan, Ronald R. Sederoff, Ross W. Whetten, Boris I. Chevone, Craig A. Struble, Vincent Y. Jouenne, Dawei Chen, Leonel van Zyl, Ruth G. Alscher
2001	J	`jnl`	The Partial Evaluation Approach to Information Personalization CoRR Naren Ramakrishnan, Saverio Perugini
2001	—	`conf`	WebContext: remote access to shared context. PUI Robert G. Capra III, Manuel A. Pérez-Quiñones, Naren Ramakrishnan
2001	J	`jnl`	When being Weak is Brave: Privacy in Recommender Systems CoRR Naren Ramakrishnan, Benjamin J. Keller, Batul J. Mirza, Ananth Grama, George Karypis
2000	J	`jnl`	Mining and visualizing recommendation spaces for elliptic PDEs with continuous attributes. ACM Trans. Math. Softw. Naren Ramakrishnan, Calvin J. Ribbens
2000	J	`jnl`	Note on generalization in experimental algorithmics. ACM Trans. Math. Softw. Naren Ramakrishnan, Raúl E. Valdés-Pérez
2000	J	`jnl`	PIPE: Web Personalization by Partial Evaluation. IEEE Internet Comput. Naren Ramakrishnan
2000	J	`jnl`	PYTHIA-II: a knowledge/database system for managing performance data and recommending scientific software. ACM Trans. Math. Softw. Elias N. Houstis, Ann Christine Catlin, John R. Rice, Vassilios S. Verykios, Naren Ramakrishnan, Catherine E. Houstis
1999	J	`jnl`	Data Mining: From Serendipity to Science - Guest Editors' Introduction. Computer Naren Ramakrishnan, Ananth Grama
1999	J	`jnl`	Networked Agents for Scientific Computing. Commun. ACM Tzvetan T. Drashansky, Elias N. Houstis, Naren Ramakrishnan, John R. Rice
1999	J	`jnl`	PIPE: Personalizing Recommendations via Partial Evaluation CoRR Naren Ramakrishnan
1998	J	`jnl`	Multiagent System Support of Networked Scientific Computing. IEEE Internet Comput. Anupam Joshi, Naren Ramakrishnan, Elias N. Houstis
1998	J	`jnl`	Multidisciplinary Problem Solving Environments for Computational Science. Adv. Comput. Elias N. Houstis, John R. Rice, Naren Ramakrishnan, Tzvetan T. Drashansky, Sanjiva Weerawarana, Anupam Joshi, Catherine E. Houstis
1997	—	`conf`	Neuro-fuzzy approaches to collaborative scientific computing. ICNN Naren Ramakrishnan, Anupam Joshi, Elias N. Houstis, John R. Rice
1996	—	`conf`	A neuro-fuzzy approach to agglomerative clustering. ICNN Anupam Joshi, Naren Ramakrishnan, John R. Rice, Elias N. Houstis