ICDM A*

147 papers

YearTitle / Authors
20152015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015
Charu C. Aggarwal, Zhi-Hua Zhou, Alexander Tuzhilin, Hui Xiong, Xindong Wu
2015A Bayesian Hierarchical Model for Comparing Average F1 Scores.
Dell Zhang, Jun Wang, Xiaoxue Zhao, Xiaoling Wang
2015A Cure Time Model for Joint Prediction of Outcome and Time-to-Outcome.
Yuanyang Zhang, Bernie J. Daigle Jr., Mitchell J. Cohen, Linda R. Petzold
2015A Data Driven Approach to Uncover Deficiencies in Online Reputation Systems.
Hong Xie, John C. S. Lui
2015A General Suspiciousness Metric for Dense Blocks in Multimodal Data.
Meng Jiang, Alex Beutel, Peng Cui, Bryan Hooi, Shiqiang Yang, Christos Faloutsos
2015A Generative Spatial Clustering Model for Random Data through Spanning Trees.
Leonardo Vilela Teixeira, Renato Martins Assunção, Rosangela Helena Loschi
2015A Graph-Based Hybrid Framework for Modeling Complex Heterogeneity.
Pei Yang, Jingrui He
2015A Hierarchical Pattern Learning Framework for Forecasting Extreme Weather Events.
Dawei Wang, Wei Ding
2015A Multi-label Ensemble Method Based on Minimum Ranking Margin Maximization.
Shaodan Zhai, Chenyang Zhao, Tian Xia, Shaojun Wang
2015A Parameter-Free Approach for Mining Robust Sequential Classification Rules.
Elias Egho, Dominique Gay, Marc Boullé, Nicolas Voisine, Fabrice Clérot
2015A Unified Gradient Regularization Family for Adversarial Examples.
Chunchuan Lyu, Kaizhu Huang, Hai-Ning Liang
2015Absorbing Random-Walk Centrality: Theory and Algorithms.
Charalampos Mavroforakis, Michael Mathioudakis, Aristides Gionis
2015Accelerating Exact Similarity Search on CPU-GPU Systems.
Takazumi Matsumoto, Man Lung Yiu
2015Accurate Estimation of Generalization Performance for Active Learning.
Aubrey Gress, Ian Davidson
2015Adaptive Heterogeneous Ensemble Learning Using the Context of Test Instances.
Anuj Karpatne, Vipin Kumar
2015An Aggressive Graph-Based Selective Sampling Algorithm for Classification.
Peng Yang, Peilin Zhao, Vincent W. Zheng, Xiaoli Li
2015Analysis of Spectral Space Properties of Directed Graphs Using Matrix Perturbation Theory with Application in Graph Partition.
Yuemeng Li, Xintao Wu, Aidong Lu
2015Are You Going to the Party: Depends, Who Else is Coming?: [Learning Hidden Group Dynamics via Conditional Latent Tree Models].
Forough Arabshahi, Furong Huang, Animashree Anandkumar, Carter T. Butts, Sean M. Fitzhugh
2015Automated Feature Learning: Mining Unstructured Data for Useful Abstractions.
Abhishek Bafna, Jenna Wiens
2015Automatic Taxonomy Extraction from Bipartite Graphs.
Tobias Kötter, Stephan Günnemann, Michael R. Berthold, Christos Faloutsos
2015Beyond Query: Interactive User Intention Understanding.
Yang Yang, Jie Tang
2015BrainQuest: Perception-Guided Brain Network Comparison.
Lei Shi, Hanghang Tong, Xinzhu Mu
2015CNL: Collective Network Linkage Across Heterogeneous Social Platforms.
Ming Gao, Ee-Peng Lim, David Lo, Feida Zhu, Philips Kokoh Prasetyo, Aoying Zhou
2015Catching the Head, Tail, and Everything in Between: A Streaming Algorithm for the Degree Distribution.
Olivia Simpson, C. Seshadhri, Andrew McGregor
2015Clustering with Partition Level Side Information.
Hongfu Liu, Yun Fu
2015Collaborated Online Change-Point Detection in Sparse Time Series for Online Advertising.
Jie Zhang, Zhi Wei, Zhenyu Yan, Abhishek Pani
2015Collaborative Multi-domain Sentiment Classification.
Fangzhao Wu, Yongfeng Huang
2015Community Detection Based on Structure and Content: A Content Propagation Perspective.
Liyuan Liu, Linli Xu, Zhen Wang, Enhong Chen
2015Complementary Aspect-Based Opinion Mining Across Asymmetric Collections.
Yuan Zuo, Junjie Wu, Hui Zhang, Deqing Wang, Hao Lin, Fei Wang, Ke Xu
2015Constructing Disease Network and Temporal Progression Model via Context-Sensitive Hawkes Process.
Edward Choi, Nan Du, Robert Chen, Le Song, Jimeng Sun
2015Content-Aware Collaborative Filtering for Location Recommendation Based on Human Mobility Data.
Defu Lian, Yong Ge, Fuzheng Zhang, Nicholas Jing Yuan, Xing Xie, Tao Zhou, Yong Rui
2015Controlling Propagation at Group Scale on Networks.
Yao Zhang, Abhijin Adiga, Anil Vullikanti, B. Aditya Prakash
2015Convex Approximation to the Integral Mixture Models Using Step Functions.
Yi Xu, Yilin Zhu, Zhongfei Zhang, Yaqing Zhang, Philip S. Yu
2015Cost-Sensitive Online Classification with Adaptive Regularization and Its Applications.
Peilin Zhao, Furen Zhuang, Min Wu, Xiaoli Li, Steven C. H. Hoi
2015CrowdTC: Crowdsourced Taxonomy Construction.
Rui Meng, Yongxin Tong, Lei Chen, Caleb Chen Cao
2015DRN: Bringing Greedy Layer-Wise Training into Time Dimension.
Xiaoyi Li, Xiaowei Jia, Hui Li, Houping Xiao, Jing Gao, Aidong Zhang
2015Deep Convolutional Neural Networks for Multi-instance Multi-task Learning.
Tao Zeng, Shuiwang Ji
2015Detecting Overlapping Communities from Local Spectral Subspaces.
Kun He, Yiwei Sun, David Bindel, John E. Hopcroft, Yixuan Li
2015Diamond Sampling for Approximate Maximum All-Pairs Dot-Product (MAD) Search.
Grey Ballard, Tamara G. Kolda, Ali Pinar, C. Seshadhri
2015Differentially Private Random Forest with High Utility.
Santu Rana, Sunil Kumar Gupta, Svetha Venkatesh
2015Discovery of College Students in Financial Hardship.
Chu Guan, Xinjiang Lu, Xiaolin Li, Enhong Chen, Wenjun Zhou, Hui Xiong
2015Dissecting Regional Weather-Traffic Sensitivity Throughout a City.
Ye Ding, Yanhua Li, Ke Deng, Haoyu Tan, Mingxuan Yuan, Lionel M. Ni
2015Domain Induced Dirichlet Mixture of Gaussian Processes: An Application to Predicting Disease Progression in Multiple Sclerosis Patients.
Yijun Zhao, Tanuja Chitnis, Brian C. Healy, Jennifer G. Dy, Carla E. Brodley
2015Domain-Specific Knowledge Base Enrichment Using Wikipedia Tables.
Chenwei Ran, Wei Shen, Jianyong Wang, Xuan Zhu
2015Efficient Approximate Solutions to Mutual Information Based Global Feature Selection.
Hemanth Venkateswara, Prasanth Lade, Binbin Lin, Jieping Ye, Sethuraman Panchanathan
2015Efficient Entity Resolution with Adaptive and Interactive Training Data Selection.
Peter Christen, Dinusha Vatsalan, Qing Wang
2015Efficient Graphlet Counting for Large Networks.
Nesreen K. Ahmed, Jennifer Neville, Ryan A. Rossi, Nick G. Duffield
2015Ensemble Kernel Mean Matching.
Yun-Qian Miao, Ahmed K. Farahat, Mohamed S. Kamel
2015Ensemble of Diverse Sparsifications for Link Prediction in Large-Scale Networks.
Yi-ling Chen, Ming-Syan Chen, Philip S. Yu
2015Exceptionally Monotone Models - The Rank Correlation Model Class for Exceptional Model Mining.
Lennart Downar, Wouter Duivesteijn
2015Experience-Aware Item Recommendation in Evolving Review Communities.
Subhabrata Mukherjee, Hemank Lamba, Gerhard Weikum
2015Experimental Design with Multiple Kernels.
Hanmo Wang, Liang Du, Peng Zhou, Lei Shi, Yuhua Qian, Yi-Dong Shen
2015Exploiting Temporal and Social Factors for B2B Marketing Campaign Recommendations.
Jingyuan Yang, Chuanren Liu, Mingfei Teng, Hui Xiong, March Liao, Vivian Zhu
2015Fast Low-Rank Matrix Learning with Nonconvex Regularization.
Quanming Yao, James T. Kwok, Wenliang Zhong
2015Fast Matrix-Vector Multiplications for Large-Scale Logistic Regression on Shared-Memory Systems.
Mu-Chu Lee, Wei-Lin Chiang, Chih-Jen Lin
2015Fast Parallel Mining of Maximally Informative k-Itemsets in Big Data.
Saber Salah, Reza Akbarinia, Florent Masseglia
2015Feature Selection with Integrated Relevance and Redundancy Optimization.
Linli Xu, Qi Zhou, Aiqing Huang, Wenjun Ouyang, Enhong Chen
2015Finding Multiple Stable Clusterings.
Juhua Hu, Qi Qian, Jian Pei, Rong Jin, Shenghuo Zhu
2015Finding Time-Critical Responses for Information Seeking in Social Media.
Suhas Ranganath, Suhang Wang, Xia Hu, Jiliang Tang, Huan Liu
2015Forensic Style Analysis with Survival Trajectories.
Pranjul Yadav, Michael S. Steinbach, Lisiane Pruinelli, Bonnie L. Westra, Connie Delaney, Vipin Kumar, György J. Simon
2015Freedom: Online Activity Recognition via Dictionary-Based Sparse Representation of RFID Sensing Data.
Lina Yao, Quan Z. Sheng, Xue Li, Sen Wang, Tao Gu, Wenjie Ruan, Wan Zou
2015From 0.5 Million to 2.5 Million: Efficiently Scaling up Real-Time Bidding.
Jianqiang Shen, Burkay Orten, Sahin Cem Geyik, Daniel Liu, Shahriar Shariat, Fang Bian, Ali Dasdan
2015From Micro to Macro: Uncovering and Predicting Information Cascading Process with Behavioral Dynamics.
Linyun Yu, Peng Cui, Fei Wang, Chaoming Song, Shiqiang Yang
2015GS-Orthogonalization Based "Basis Feature" Selection from Word Co-occurrence Matrix.
Deqing Wang, Hui Zhang, Rui Liu
2015Generative Models for Mining Latent Aspects and Their Ratings from Short Reviews.
Huayu Li, Rongcheng Lin, Richang Hong, Yong Ge
2015Geo-Social Clustering of Places from Check-in Data.
Shivam Srivastava, Shiladitya Pande, Sayan Ranu
2015Having a Blast: Meta-Learning and Heterogeneous Ensembles for Data Streams.
Jan N. van Rijn, Geoffrey Holmes, Bernhard Pfahringer, Joaquin Vanschoren
2015Hierarchies in Directed Networks.
Nikolaj Tatti
2015Infinite Author Topic Model Based on Mixed Gamma-Negative Binomial Process.
Junyu Xuan, Jie Lu, Guangquan Zhang, Richard Yi Da Xu, Xiangfeng Luo
2015Influential Sustainability on Social Networks.
Chien-Wei Chang, Po-An Yang, Ming-Han Lyu, Kun-Ta Chuang
2015Information Source Detection via Maximum A Posteriori Estimation.
Biao Chang, Feida Zhu, Enhong Chen, Qi Liu
2015Informative Prediction Based on Ordinal Questionnaire Data.
Tsuyoshi Idé, Amit Dhurandhar
2015Iterative Classification for Sanitizing Large-Scale Datasets.
Bo Li, Yevgeniy Vorobeychik, Muqun Li, Bradley A. Malin
2015Jackknifing Documents and Additive Smoothing for Naive Bayes with Scarce Data.
Vinay Deolalikar
2015KSTR: Keyword-Aware Skyline Travel Route Recommendation.
Yu Ting Wen, Kae-Jer Cho, Wen-Chih Peng, Jinyoung Yeo, Seung-won Hwang
2015KnowSim: A Document Similarity Measure on Structured Heterogeneous Information Networks.
Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
2015Knowing an Object by the Company it Keeps: A Domain-Agnostic Scheme for Similarity Discovery.
Olof Görnerup, Daniel Gillblad, Theodore Vasiloudis
2015LambdaMF: Learning Nonsmooth Ranking Functions in Matrix Factorization Using Lambda.
Guang-He Lee, Shou-De Lin
2015Learning Career Mobility and Human Activity Patterns for Job Change Analysis.
Huang Xu, Zhiwen Yu, Hui Xiong, Bin Guo, Hengshu Zhu
2015Learning Label Specific Features for Multi-label Classification.
Jun Huang, Guorong Li, Qingming Huang, Xindong Wu
2015Learning Predictive Substructures with Regularization for Network Data.
Xuan-Hong Dang, Hongyuan You, Petko Bogdanov, Ambuj K. Singh
2015Learning Set Cardinality in Distance Nearest Neighbours.
Christos Anagnostopoulos, Peter Triantafillou
2015Learning User Preferences across Multiple Aspects for Merchant Recommendation.
Xin Li, Guandong Xu, Enhong Chen, Lin Li
2015Learning a Macroscopic Model of Cultural Dynamics.
Aris Anagnostopoulos, Mara Sorella
2015Leveraging Implicit Relative Labeling-Importance Information for Effective Multi-label Learning.
Yu-Kun Li, Min-Ling Zhang, Xin Geng
2015Logdet Divergence Based Sparse Non-Negative Matrix Factorization for Stable Representation.
Qing Liao, Naiyang Guan, Qian Zhang
2015MMFE: Multitask Multiview Feature Embedding.
Qian Zhang, Lefei Zhang, Bo Du, Wei Zheng, Wei Bian, Dacheng Tao
2015Max-Intensity: Detecting Competitive Advertiser Communities in Sponsored Search Market.
Wenchao Yu, Ariyam Das, Justin Wood, Wei Wang, Carlo Zaniolo, Ping Luo
2015Measuring Large-Scale Dynamic Graph Similarity by RICom: RWR with Intergraph Compression.
Jaekoo Lee, Gunn Kim, Sungroh Yoon
2015Mining Brain Networks Using Multiple Side Views for Neurological Disorder Identification.
Bokai Cao, Xiangnan Kong, Jingyuan Zhang, Philip S. Yu, Ann B. Ragin
2015Mining Indecisiveness in Customer Behaviors.
Qi Liu, Xianyu Zeng, Chuanren Liu, Hengshu Zhu, Enhong Chen, Hui Xiong, Xing Xie
2015Mining Multi-aspect Reflection of News Events in Twitter: Discovery, Linking and Presentation.
Jingjing Wang, Wenzhu Tong, Hongkun Yu, Min Li, Xiuli Ma, Haoyan Cai, Tim Hanratty, Jiawei Han
2015Missing Value Estimation for Hierarchical Time Series: A Study of Hierarchical Web Traffic.
Zitao Liu, Yan Yan, Jian Yang, Milos Hauskrecht
2015Modeling Adoption and Usage of Competing Products.
Isabel Valera, Manuel Gomez-Rodriguez
2015Modeling Emerging, Evolving and Fading Topics Using Dynamic Soft Orthogonal NMF with Sparse Representation.
Yong Chen, Hui Zhang, Junjie Wu, Xingguang Wang, Rui Liu, Mengxiang Lin
2015Modeling Social Attention for Stock Analysis: An Influence Propagation Perspective.
Li Zhang, Keli Xiao, Qi Liu, Yefan Tao, Yuefan Deng
2015Monitoring Stealthy Diffusion.
Nika Haghtalab, Aron Laszka, Ariel D. Procaccia, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2015Multi-level Approximate Spectral Clustering.
Lijun Wang, Ming Dong, Alexander Kotov
2015Multiple Anonymized Social Networks Alignment.
Jiawei Zhang, Philip S. Yu
2015Network Clustering via Maximizing Modularity: Approximation Algorithms and Theoretical Limits.
Thang N. Dinh, Xiang Li, My T. Thai
2015Nonparametric Poisson Factorization Machine.
Avijit Saha, Ayan Acharya, Balaraman Ravindran, Joydeep Ghosh
2015On the Connectivity of Multi-layered Networks: Models, Measures and Optimal Control.
Chen Chen, Jingrui He, Nadya Bliss, Hanghang Tong
2015Online Model Evaluation in a Large-Scale Computational Advertising Platform.
Shahriar Shariat, Burkay Orten, Ali Dasdan
2015Outcomes Prediction via Time Intervals Related Patterns.
Robert Moskovitch, Colin G. Walsh, Fei Wang, George Hripcsak, Nicholas P. Tatonetti
2015Parallel Hierarchical Clustering in Linearithmic Time for Large-Scale Sequence Analysis.
Qi Mao, Wei Zheng, Li Wang, Yunpeng Cai, Volker Mai, Yijun Sun
2015Parallel Multi-task Learning.
Yu Zhang
2015Part-Level Regularized Semi-Nonnegative Coding for Semi-Supervised Learning.
Handong Zhao, Zhengming Ding, Ming Shao, Yun Fu
2015Patent Citation Recommendation for Examiners.
Tao-Yang Fu, Zhen Lei, Wang-Chien Lee
2015Personalized Grade Prediction: A Data Mining Approach.
Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar
2015Point-of-Interest Recommender Systems: A Separate-Space Perspective.
Huayu Li, Richang Hong, Shiai Zhu, Yong Ge
2015Population Synthesis via k-Nearest Neighbor Crossover Kernel.
Naoki Hamada, Katsumi Homma, Hiroyuki Higuchi, Hideyuki Kikuchi
2015Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances.
Ankush Khandelwal, Varun Mithal, Vipin Kumar
2015Predicting Sports Scoring Dynamics with Restoration and Anti-Persistence.
Leto Peel, Aaron Clauset
2015Quality Control for Crowdsourced Hierarchical Classification.
Naoki Otani, Yukino Baba, Hisashi Kashima
2015R2FP: Rich and Robust Feature Pooling for Mining Visual Data.
Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Wei Bian, Jialie Shen, Dacheng Tao
2015Rare Category Detection on Time-Evolving Graphs.
Dawei Zhou, Kangyang Wang, Nan Cao, Jingrui He
2015Representation Learning via Semi-Supervised Autoencoder for Multi-task Learning.
Fuzhen Zhuang, Dan Luo, Xin Jin, Hui Xiong, Ping Luo, Qing He
2015Robust Multi-Network Clustering via Joint Cross-Domain Cluster Alignment.
Rui Liu, Wei Cheng, Hanghang Tong, Wei Wang, Xiang Zhang
2015Robust PCA Via Nonconvex Rank Approximation.
Zhao Kang, Chong Peng, Qiang Cheng
2015Scalable Hypergraph Learning and Processing.
Jin Huang, Rui Zhang, Jeffrey Xu Yu
2015Semantic-Based Recommendation Across Heterogeneous Domains.
Deqing Yang, Yanghua Xiao, Yangqiu Song, Wei Wang
2015Sequential Model-Free Hyperparameter Tuning.
Martin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme
2015SimNest: Social Media Nested Epidemic Simulation via Online Semi-Supervised Deep Learning.
Liang Zhao, Jiangzhuo Chen, Feng Chen, Wei Wang, Chang-Tien Lu, Naren Ramakrishnan
2015Simultaneous Semi-NMF and PCA for Clustering.
Kais Allab, Lazhar Labiod, Mohamed Nadif
2015Spammers Detection from Product Reviews: A Hybrid Model.
Zhiang Wu, Youquan Wang, Yaqiong Wang, Junjie Wu, Jie Cao, Lu Zhang
2015Sparse Hierarchical Tucker Factorization and Its Application to Healthcare.
Ioakeim Perros, Robert Chen, Richard W. Vuduc, Jimeng Sun
2015Sparse Online Relative Similarity Learning.
Dezhong Yao, Peilin Zhao, Chen Yu, Hai Jin, Bin Li
2015Spatio-Temporal Topic Models for Check-in Data.
Yu Liu, Martin Ester, Bo Hu, David W. Cheung
2015Station Site Optimization in Bike Sharing Systems.
Junming Liu, Qiao Li, Meng Qu, Weiwei Chen, Jingyuan Yang, Hui Xiong, Hao Zhong, Yanjie Fu
2015Supervised Topic Models for Microblog Classification.
Saurabh Kataria, Arvind Agarwal
2015Task Assignment Optimization in Collaborative Crowdsourcing.
Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
2015The ABACOC Algorithm: A Novel Approach for Nonparametric Classification of Data Streams.
Rocco De Rosa, Francesco Orabona, Nicolò Cesa-Bianchi
2015The Convergence Behavior of Naive Bayes on Large Sparse Datasets.
Xiang Li, Charles X. Ling, Huaimin Wang
2015The Impact of Patent Activities on Stock Dynamics in the High-Tech Sector.
Constantine Alexander Vitt, Hui Xiong
2015Theoretical and Empirical Criteria for the Edited Nearest Neighbour Classifier.
Ludmila I. Kuncheva, Mikel Galar
2015Time Series Segmentation to Discover Behavior Switching in Complex Physical Systems.
Zheng Han, Haifeng Chen, Tan Yan, Geoff Jiang
2015Top-k Link Recommendation in Social Networks.
Dongjin Song, David A. Meyer, Dacheng Tao
2015Top-k Reliability Search on Uncertain Graphs.
Rong Zhu, Zhaonian Zou, Jianzhong Li
2015Towards Collusive Fraud Detection in Online Reviews.
Chang Xu, Jie Zhang
2015Towards Frequent Subgraph Mining on Single Large Uncertain Graphs.
Yifan Chen, Xiang Zhao, Xuemin Lin, Yang Wang
2015Towards Mining Trapezoidal Data Streams.
Qin Zhang, Peng Zhang, Guodong Long, Wei Ding, Chengqi Zhang, Xindong Wu
2015Transfer Learning via Relational Type Matching.
Raksha Kumaraswamy, Phillip Odom, Kristian Kersting, David Leake, Sriraam Natarajan
2015Traveling Salesman in Reverse: Conditional Markov Entropy for Trajectory Segmentation.
Mohamed Kafsi, Matthias Grossglauser, Patrick Thiran
2015Two-Step Heterogeneous Finite Mixture Model Clustering for Mining Healthcare Databases.
Ahmed Najjar, Christian Gagné, Daniel Reinharz
2015Unobtrusive Sensing Incremental Social Contexts Using Fuzzy Class Incremental Learning.
Zhenyu Chen, Yiqiang Chen, Xingyu Gao, Shuangquan Wang, Lisha Hu, Chenggang Clarence Yan, Nicholas D. Lane, Chunyan Miao
2015Variable Selection for Efficient Nonnegative Tensor Factorization.
Keigo Kimura, Mineichi Kudo
2015Weighted Spectral Cluster Ensemble.
Muhammad Yousefnezhad, Daoqiang Zhang