| 2014 | 2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014 Ravi Kumar, Hannu Toivonen, Jian Pei, Joshua Zhexue Huang, Xindong Wu |
| 2014 | A Collaborative Kalman Filter for Time-Evolving Dyadic Processes. San Gultekin, John W. Paisley |
| 2014 | A Fast Inference Algorithm for Stochastic Blockmodel. Zhiqiang Xu, Yiping Ke, Yi Wang |
| 2014 | A Framework to Recommend Interventions for 30-Day Heart Failure Readmission Risk. Rui Liu, Kiyana Zolfaghar, Si-Chi Chin, Senjuti Basu Roy, Ankur Teredesai |
| 2014 | A Gaussian Process Model for Knowledge Propagation in Web Ontologies. Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito |
| 2014 | A Joint Model for Topic-Sentiment Evolution over Time. Mohamed Dermouche, Julien Velcin, Leila Khouas, Sabine Loudcher |
| 2014 | A Parallel and Efficient Algorithm for Learning to Match. Jingbo Shang, Tianqi Chen, Hang Li, Zhengdong Lu, Yong Yu |
| 2014 | A Scalable Method for Exact Sampling from Kronecker Family Models. Sebastián Moreno, Joseph J. Pfeiffer III, Jennifer Neville, Sergey Kirshner |
| 2014 | A Statistically Efficient and Scalable Method for Log-Linear Analysis of High-Dimensional Data. François Petitjean, Lloyd Allison, Geoffrey I. Webb |
| 2014 | A Transfer Probabilistic Collective Factorization Model to Handle Sparse Data in Collaborative Filtering. How Jing, An-Chun Liang, Shou-De Lin, Yu Tsao |
| 2014 | An Examination of Multivariate Time Series Hashing with Applications to Health Care. David C. Kale, Dian Gong, Zhengping Che, Yan Liu, Gérard G. Medioni, Randall C. Wetzel, Patrick Ross |
| 2014 | Anomaly Detection Using the Poisson Process Limit for Extremes. Stijn Luca, Peter Karsmakers, Bart Vanrumste |
| 2014 | Automated Essay Evaluation Augmented with Semantic Coherence Measures. Kaja Zupanc, Zoran Bosnic |
| 2014 | Bayesian Heteroskedastic Choice Modeling on Non-identically Distributed Linkages. Liang Hu, Wei Cao, Jian Cao, Guandong Xu, Longbing Cao, Zhiping Gu |
| 2014 | Bus Travel Time Predictions Using Additive Models. Matthias Kormaksson, Luciano Barbosa, Marcos R. Vieira, Bianca Zadrozny |
| 2014 | Check-in Location Prediction Using Wavelets and Conditional Random Fields. Roland Assam, Thomas Seidl |
| 2014 | Classification by CUT: Clearance under Threshold. Ryan McBride, Ke Wang, Wenyuan Li |
| 2014 | Co-Clustering Structural Temporal Data with Applications to Semiconductor Manufacturing. Yada Zhu, Jingrui He |
| 2014 | Collective Prediction of Multiple Types of Links in Heterogeneous Information Networks. Bokai Cao, Xiangnan Kong, Philip S. Yu |
| 2014 | Composite Likelihood Data Augmentation for Within-Network Statistical Relational Learning. Joseph J. Pfeiffer III, Jennifer Neville, Paul N. Bennett |
| 2014 | Continuous KNN Join Processing for Real-Time Recommendation. Chong Yang, Xiaohui Yu, Yang Liu |
| 2014 | Contrary to Popular Belief Incremental Discretization can be Sound, Computationally Efficient and Extremely Useful for Streaming Data. Geoffrey I. Webb |
| 2014 | Data Fusion Using Restricted Boltzmann Machines. Yoshiki Sakai, Kenji Yamanishi |
| 2014 | Detecting Campaign Promoters on Twitter Using Markov Random Fields. Huayi Li, Arjun Mukherjee, Bing Liu, Rachel Kornfield, Sherry Emery |
| 2014 | Detecting Flow Anomalies in Distributed Systems. Freddy Chong Tat Chua, Ee-Peng Lim, Bernardo A. Huberman |
| 2014 | Detecting Volatility Shift in Data Streams. David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears |
| 2014 | Diffusion Archaeology for Diffusion Progression History Reconstruction. Emre Sefer, Carl Kingsford |
| 2014 | Discovering Temporal Retweeting Patterns for Social Media Marketing Campaigns. Guannan Liu, Yanjie Fu, Tong Xu, Hui Xiong, Guoqing Chen |
| 2014 | Discriminative Learning on Exemplary Patterns of Sequential Numerical Data. Shin Ando, Einoshin Suzuki |
| 2014 | Distributed Methods for High-Dimensional and Large-Scale Tensor Factorization. Kijung Shin, U Kang |
| 2014 | Diverse Power Iteration Embeddings and Its Applications. Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin |
| 2014 | Document-Specific Keyphrase Extraction Using Sequential Patterns with Wildcards. Fei Xie, Xindong Wu, Xingquan Zhu |
| 2014 | Dual-Domain Hierarchical Classification of Phonetic Time Series. Hossein Hamooni, Abdullah Mueen |
| 2014 | Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification. François Petitjean, Germain Forestier, Geoffrey I. Webb, Ann E. Nicholson, Yanping Chen, Eamonn J. Keogh |
| 2014 | Early Classification of Ongoing Observation. Kang Li, Sheng Li, Yun Fu |
| 2014 | Efficient Integrity Verification for Outsourced Collaborative Filtering. Jaideep Vaidya, Ibrahim Yakut, Anirban Basu |
| 2014 | Explicit Versus Implicit Graph Feature Maps: A Computational Phase Transition for Walk Kernels. Nils M. Kriege, Marion Neumann, Kristian Kersting, Petra Mutzel |
| 2014 | Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing. Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu |
| 2014 | Exploring Social Influence on Location-Based Social Networks. Yu Ting Wen, Po-Ruey Lei, Wen-Chih Peng, Xiaofang Zhou |
| 2014 | Factorized Similarity Learning in Networks. Shiyu Chang, Guo-Jun Qi, Charu C. Aggarwal, Jiayu Zhou, Meng Wang, Thomas S. Huang |
| 2014 | Fast Algorithms for Frequent Itemset Mining from Uncertain Data. Carson Kai-Sang Leung, Richard Kyle MacKinnon |
| 2014 | Fast and Exact Monitoring of Co-Evolving Data Streams. Yasuko Matsubara, Yasushi Sakurai, Naonori Ueda, Masatoshi Yoshikawa |
| 2014 | Finding the Optimal Subspace for Clustering. Sebastian Goebl, Xiao He, Claudia Plant, Christian Böhm |
| 2014 | Flow-Based Influence Graph Visual Summarization. Lei Shi, Hanghang Tong, Jie Tang, Chuang Lin |
| 2014 | Flu Gone Viral: Syndromic Surveillance of Flu on Twitter Using Temporal Topic Models. Liangzhe Chen, K. S. M. Tozammel Hossain, Patrick Butler, Naren Ramakrishnan, B. Aditya Prakash |
| 2014 | Graded Multilabel Classification by Pairwise Comparisons. Christian Brinker, Eneldo Loza Mencía, Johannes Fürnkranz |
| 2014 | Graph Summarization with Quality Guarantees. Matteo Riondato, David García-Soriano, Francesco Bonchi |
| 2014 | Hashtag Graph Based Topic Model for Tweet Mining. Yuan Wang, Jie Liu, Jishi Qu, Yalou Huang, Jimeng Chen, Xia Feng |
| 2014 | Heavyweight Pattern Mining in Attributed Flow Graphs. Carolina Simoes Gomes, José Nelson Amaral, Jörg Sander, Joran Siu, Li Ding |
| 2014 | Hete-CF: Social-Based Collaborative Filtering Recommendation Using Heterogeneous Relations. Chen Luo, Wei Pang, Zhe Wang, Chenghua Lin |
| 2014 | Heterogeneous Metric Learning with Content-Based Regularization for Software Artifact Retrieval. Liang Wu, Liang Du, Bo Liu, Guandong Xu, Yong Ge, Yanjie Fu, Jianhui Li, Yuanchun Zhou, Hui Xiong |
| 2014 | Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting. Nemanja Djuric, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati |
| 2014 | Hierarchical Incident Ticket Classification with Minimal Supervision. Andrii Maksai, Jasmina Bogojeska, Dorothea Wiesmann |
| 2014 | High-Dimensional Data Stream Classification via Sparse Online Learning. Dayong Wang, Pengcheng Wu, Peilin Zhao, Yue Wu, Chunyan Miao, Steven C. H. Hoi |
| 2014 | Identifying Recurrent and Unknown Performance Issues. Meng-Hui Lim, Jian-Guang Lou, Hongyu Zhang, Qiang Fu, Andrew Beng Jin Teoh, Qingwei Lin, Rui Ding, Dongmei Zhang |
| 2014 | Inferring Uncertain Trajectories from Partial Observations. Prithu Banerjee, Sayan Ranu, Sriram Raghavan |
| 2014 | Investment Recommendation in P2P Lending: A Portfolio Perspective with Risk Management. Hongke Zhao, Le Wu, Qi Liu, Yong Ge, Enhong Chen |
| 2014 | Janus - Analytics-Driven Transition Planner. Manasi Belhe, Kriti Shrivastava, Maitreya Natu, Vaishali P. Sadaphal |
| 2014 | K-MEAP: Generating Specified K Clusters with Multiple Exemplars by Efficient Affinity Propagation. Yangtao Wang, Lihui Chen |
| 2014 | LRBM: A Restricted Boltzmann Machine Based Approach for Representation Learning on Linked Data. Kang Li, Jing Gao, Suxin Guo, Nan Du, Xiaoyi Li, Aidong Zhang |
| 2014 | Large-Scale Analysis of Soccer Matches Using Spatiotemporal Tracking Data. Alina Bialkowski, Patrick Lucey, Peter Carr, Yisong Yue, Sridha Sridharan, Iain A. Matthews |
| 2014 | Latent Ranking Analysis Using Pairwise Comparisons. Younghoon Kim, Wooyeol Kim, Kyuseok Shim |
| 2014 | Learning Fine-Grained Spatial Models for Dynamic Sports Play Prediction. Yisong Yue, Patrick Lucey, Peter Carr, Alina Bialkowski, Iain A. Matthews |
| 2014 | Learning Local Semantic Distances with Limited Supervision. Shiyu Chang, Charu C. Aggarwal, Thomas S. Huang |
| 2014 | Learning Low-Rank Label Correlations for Multi-label Classification with Missing Labels. Linli Xu, Zhen Wang, Zefan Shen, Yubo Wang, Enhong Chen |
| 2014 | Learning Sparse Gaussian Bayesian Network Structure by Variable Grouping. Jie Yang, Henry C. M. Leung, Siu-Ming Yiu, Yunpeng Cai, Francis Y. L. Chin |
| 2014 | Learning from Imbalanced Data in Relational Domains: A Soft Margin Approach. Shuo Yang, Tushar Khot, Kristian Kersting, Gautam Kunapuli, Kris Hauser, Sriraam Natarajan |
| 2014 | Learning from Label and Feature Heterogeneity. Pei Yang, Jingrui He, Hongxia Yang, Haoda Fu |
| 2014 | Learning to Grade Student Programs in a Massive Open Online Course. Anna Drummond, Yanxin Lu, Swarat Chaudhuri, Christopher M. Jermaine, Joe Warren, Scott Rixner |
| 2014 | Locally Estimating Core Numbers. Michael P. O'Brien, Blair D. Sullivan |
| 2014 | Locating POS Terminals from Credit Card Transactions. Chao Li, Jia Chen, Jun Luo |
| 2014 | LorSLIM: Low Rank Sparse Linear Methods for Top-N Recommendations. Yao Cheng, Li'ang Yin, Yong Yu |
| 2014 | Low-Density Cut Based Tree Decomposition for Large-Scale SVM Problems. Lifang He, Hong-Han Shuai, Xiangnan Kong, Zhifeng Hao, Xiaowei Yang, Philip S. Yu |
| 2014 | Low-Rank Common Subspace for Multi-view Learning. Zhengming Ding, Yun Fu |
| 2014 | MASCOT: Fast and Highly Scalable SVM Cross-Validation Using GPUs and SSDs. Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao, Jianzhong Qi, Kerry L. Taylor |
| 2014 | Metric Factorization for Exploratory Analysis of Complex Data. Claudia Plant |
| 2014 | Metric Ranking of Invariant Networks with Belief Propagation. Changxia Tao, Yong Ge, Qinbao Song, Yuan Ge, Olufemi A. Omitaomu |
| 2014 | Mining Contentious Documents Using an Unsupervised Topic Model Based Approach. Amine Trabelsi, Osmar R. Zaïane |
| 2014 | Mining Personal Health Index from Annual Geriatric Medical Examinations. Ling Chen, Xue Li, Sen Wang, Hsiao-Yun Hu, Nicole Huang, Quan Z. Sheng, Mohamed A. Sharaf |
| 2014 | Mining Query-Based Subnetwork Outliers in Heterogeneous Information Networks. Honglei Zhuang, Jing Zhang, George Brova, Jie Tang, Hasan Çam, Xifeng Yan, Jiawei Han |
| 2014 | Modeling Adoptions and the Stages of the Diffusion of Innovations. Yasir Mehmood, Nicola Barbieri, Francesco Bonchi |
| 2014 | Modeling and Mining Spatiotemporal Social Contact of Metapopulation from Heterogeneous Data. Bo Yang, Hongbin Pei, Hechang Chen, Jiming Liu, Shang Xia |
| 2014 | Mp-Dissimilarity: A Data Dependent Dissimilarity Measure. Sunil Aryal, Kai Ming Ting, Gholamreza Haffari, Takashi Washio |
| 2014 | Multi-graph-view Learning for Graph Classification. Jia Wu, Zhibin Hong, Shirui Pan, Xingquan Zhu, Zhihua Cai, Chengqi Zhang |
| 2014 | Multi-label Classification with Meta-Labels. Jesse Read, Antti Puurula, Albert Bifet |
| 2014 | Multi-touch Attribution in Online Advertising with Survival Theory. Ya Zhang, Yi Wei, Jianbiao Ren |
| 2014 | Multi-view Clustering via Multi-manifold Regularized Nonnegative Matrix Factorization. Xianchao Zhang, Long Zhao, Linlin Zong, Xinyue Liu, Hong Yu |
| 2014 | Mutual Information Based Output Dimensionality Reduction. Shishir Pandey, Rahul Vaze |
| 2014 | Naive-Bayes Inspired Effective Pre-Conditioner for Speeding-Up Logistic Regression. Nayyar Abbas Zaidi, Mark James Carman, Jesús Cerquides, Geoffrey I. Webb |
| 2014 | Neural Conditional Energy Models for Multi-label Classification. How Jing, Shou-De Lin |
| 2014 | News Credibility Evaluation on Microblog with a Hierarchical Propagation Model. Zhiwei Jin, Juan Cao, Yu-Gang Jiang, Yongdong Zhang |
| 2014 | Noise-Resistant Unsupervised Feature Selection via Multi-perspective Correlations. Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin |
| 2014 | ORION: Online Regularized Multi-task Regression and Its Application to Ensemble Forecasting. Jianpeng Xu, Pang-Ning Tan, Lifeng Luo |
| 2014 | On Sparse Feature Attacks in Adversarial Learning. Fei Wang, Wei Liu, Sanjay Chawla |
| 2014 | On Spectral Analysis of Signed and Dispute Graphs. Leting Wu, Xintao Wu, Aidong Lu, Yuemeng Li |
| 2014 | Online Nonparametric Max-Margin Matrix Factorization for Collaborative Prediction. Zhi Qiao, Peng Zhang, Wenjia Niu, Chuan Zhou, Peng Wang, Li Guo |
| 2014 | Online Spectral Learning on a Graph with Bandit Feedback. Quanquan Gu, Jiawei Han |
| 2014 | Orthogonal Matching Pursuit for Sparse Quantile Regression. Aleksandr Y. Aravkin, Aurélie C. Lozano, Ronny Luss, Prabhanjan Kambadur |
| 2014 | Output Feature Augmented Lasso. Changqing Zhang, Yahong Han, Xiaojie Guo, Xiaochun Cao |
| 2014 | PGT: Measuring Mobility Relationship Using Personal, Global and Temporal Factors. Hongjian Wang, Zhenhui Li, Wang-Chien Lee |
| 2014 | Parallel Corpus Approach for Name Matching in Record Linkage. Jeffrey Sukharev, Leonid Zhukov, Alexandrin Popescul |
| 2014 | Predicting the Geographical Origin of Music. Fang Zhou, Claire Q, Ross D. King |
| 2014 | Privacy-Preserving Personalized Recommendation: An Instance-Based Approach via Differential Privacy. Yilin Shen, Hongxia Jin |
| 2014 | Probabilistic Latent Document Network Embedding. Tuan M. V. Le, Hady Wirawan Lauw |
| 2014 | Quick Detection of High-Degree Entities in Large Directed Networks. Konstantin Avrachenkov, Nelly Litvak, Liudmila Ostroumova Prokhorenkova, Eugenia Suyargulova |
| 2014 | RS-Forest: A Rapid Density Estimator for Streaming Anomaly Detection. Ke Wu, Kun Zhang, Wei Fan, Andrea Edwards, Philip S. Yu |
| 2014 | Ratable Aspects over Sentiments: Predicting Ratings for Unrated Reviews. Wenjuan Luo, Fuzhen Zhuang, Xiaohu Cheng, Qing He, Zhongzhi Shi |
| 2014 | Recovering Low-Rank and Sparse Matrices via Robust Bilateral Factorization. Fanhua Shang, Yuanyuan Liu, James Cheng, Hong Cheng |
| 2014 | Ring-Shaped Hotspot Detection: A Summary of Results. Emre Eftelioglu, Shashi Shekhar, Dev Oliver, Xun Zhou, Michael R. Evans, Yiqun Xie, James M. Kang, Renee Laubscher, Christopher Farah |
| 2014 | Road Traffic Congestion Monitoring in Social Media with Hinge-Loss Markov Random Fields. Po-Ta Chen, Feng Chen, Zhen Qian |
| 2014 | Robust Dynamic Trajectory Regression on Road Networks: A Multi-task Learning Framework. Aiqing Huang, Linli Xu, Yitan Li, Enhong Chen |
| 2014 | Robust Spectral Learning for Unsupervised Feature Selection. Lei Shi, Liang Du, Yi-Dong Shen |
| 2014 | SNOC: Streaming Network Node Classification. Ting Guo, Xingquan Zhu, Jian Pei, Chengqi Zhang |
| 2014 | Scalable Multi-instance Learning. Xiu-Shen Wei, Jianxin Wu, Zhi-Hua Zhou |
| 2014 | Scalable SVM-Based Classification in Dynamic Graphs. Yibo Yao, Lawrence B. Holder |
| 2014 | Senders, Receivers and Authors in Document Classification. Anna Drummond, Christopher M. Jermaine |
| 2014 | Sequence Classification Based on Delta-Free Sequential Patterns. Pierre Holat, Marc Plantevit, Chedy Raïssi, Nadi Tomeh, Thierry Charnois, Bruno Crémilleux |
| 2014 | Shell Miner: Mining Organizational Phrases in Argumentative Texts in Social Media. Jianguang Du, Jing Jiang, Liu Yang, Dandan Song, Lejian Liao |
| 2014 | Social Marketing Meets Targeted Customers: A Typical User Selection and Coverage Perspective. Qi Liu, Zheng Dong, Chuanren Liu, Xing Xie, Enhong Chen, Hui Xiong |
| 2014 | Social Role Identification via Dual Uncertainty Minimization Regularization. Yu Cheng, Ankit Agrawal, Alok N. Choudhary, Huan Liu, Tao Zhang |
| 2014 | Social Spammer Detection with Sentiment Information. Xia Hu, Jiliang Tang, Huiji Gao, Huan Liu |
| 2014 | Social Topic Modeling for Point-of-Interest Recommendation in Location-Based Social Networks. Bo Hu, Martin Ester |
| 2014 | Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors. Yanjie Fu, Yong Ge, Yu Zheng, Zijun Yao, Yanchi Liu, Hui Xiong, Jing Yuan |
| 2014 | Spectral Clustering for Medical Imaging. Chia-Tung Kuo, Peter B. Walker, Owen T. Carmichael, Ian Davidson |
| 2014 | Spotting Fake Reviews via Collective Positive-Unlabeled Learning. Huayi Li, Zhiyuan Chen, Bing Liu, Xiaokai Wei, Jidong Shao |
| 2014 | Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective. Neil Shah, Alex Beutel, Brian Gallagher, Christos Faloutsos |
| 2014 | Stability-Based Stopping Criterion for Active Learning. Wenquan Wang, Wenbin Cai, Ya Zhang |
| 2014 | Steering Information Diffusion Dynamically against User Attention Limitation. Shuyang Lin, Qingbo Hu, Fengjiao Wang, Philip S. Yu |
| 2014 | Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization. Felix Ming Fai Wong, Zhenming Liu, Mung Chiang |
| 2014 | Stream Mining Using Statistical Relational Learning. Swarup Chandra, Justin Sahs, Latifur Khan, Bhavani Thuraisingham, Charu C. Aggarwal |
| 2014 | Structural Bregman Distance Functions Learning to Rank with Self-Reinforcement. Te Pi, Xi Li, Zhongfei Zhang |
| 2014 | TINA: Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation. Yan Hua, Shuhui Wang, Siyuan Liu, Qingming Huang, Anni Cai |
| 2014 | TRIBAC: Discovering Interpretable Clusters and Latent Structures in Graphs. Jeffrey Chan, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao |
| 2014 | Technology Prospecting for High Tech Companies through Patent Mining. Bo Jin, Yong Ge, Hengshu Zhu, Li Guo, Hui Xiong, Chao Zhang |
| 2014 | Tensor Regression Based on Linked Multiway Parameter Analysis. Yifan Fu, Junbin Gao, Xia Hong, David Tien |
| 2014 | Tensor-Based Multi-view Feature Selection with Applications to Brain Diseases. Bokai Cao, Lifang He, Xiangnan Kong, Philip S. Yu, Zhifeng Hao, Ann B. Ragin |
| 2014 | Ternary Matrix Factorization. Samuel Maurus, Claudia Plant |
| 2014 | Time Series Join on Subsequence Correlation. Abdullah Mueen, Hossein Hamooni, Trilce Estrada |
| 2014 | Topic Models with Topic Ordering Regularities for Topic Segmentation. Lan Du, John K. Pate, Mark Johnson |
| 2014 | Towards Scalable and Accurate Online Feature Selection for Big Data. Kui Yu, Xindong Wu, Wei Ding, Jian Pei |
| 2014 | Tracking the Evolution of Social Emotions: A Time-Aware Topic Modeling Perspective. Chen Zhu, Hengshu Zhu, Yong Ge, Enhong Chen, Qi Liu |
| 2014 | UnTangle: Visual Mining for Data with Uncertain Multi-labels via Triangle Map. Yu-Ru Lin, Nan Cao, David Gotz, Lu Lu |
| 2014 | Understanding Where Your Classifier Does (Not) Work - The SCaPE Model Class for EMM. Wouter Duivesteijn, Julia Thaele |
| 2014 | Ups and Downs in Buzzes: Life Cycle Modeling for Temporal Pattern Discovery. Yi Chang, Makoto Yamada, Antonio Ortega, Yan Liu |