| 2014 | A Constrained Hidden Markov Model Approach for Non-Explicit Citation Context Extraction. Parikshit Sondhi, ChengXiang Zhai |
| 2014 | A Constructive Setting for the Problem of Density Ratio Estimation. Vladimir Vapnik, Igor Braga, Rauf Izmailov |
| 2014 | A Deep Learning Approach to Link Prediction in Dynamic Networks. Xiaoyi Li, Nan Du, Hui Li, Kang Li, Jing Gao, Aidong Zhang |
| 2014 | A Dynamic Nonparametric Model for Characterizing the Topical Communities in Social Streams. Ziqi Liu, Qinghua Zheng, Fei Wang, Zhenhua Tian, Bo Li |
| 2014 | A Generative Model with Network Regularization for Semi-Supervised Collective Classification. Ruichao Shi, Qingyao Wu, Yunming Ye, Shen-Shyang Ho |
| 2014 | A Guide to Selecting a Network Similarity Method. Sucheta Soundarajan, Tina Eliassi-Rad, Brian Gallagher |
| 2014 | A Marginalized Denoising Method for Link Prediction in Relational Data. Zheng Chen, Weixiong Zhang |
| 2014 | A New Framework for Traffic Anomaly Detection. Jinsong Lan, Cheng Long, Raymond Chi-Wing Wong, Youyang Chen, Yanjie Fu, Danhuai Guo, Shuguang Liu, Yong Ge, Yuanchun Zhou, Jianhui Li |
| 2014 | A Probabilistic Approach to Uncovering Attributed Graph Anomalies. Nan Li, Huan Sun, Kyle C. Chipman, Jemin George, Xifeng Yan |
| 2014 | A Statistical Learning Theory Framework for Supervised Pattern Discovery. Jonathan H. Huggins, Cynthia Rudin |
| 2014 | A Weighted Adaptive Mean Shift Clustering Algorithm. Ya-Zhou Ren, Carlotta Domeniconi, Guoji Zhang, Guo-Xian Yu |
| 2014 | A graphical model approach to ATLAS-free mining of MRI images. Chris S. Magnano, Ameet Soni, Sriraam Natarajan, Gautam Kunapuli |
| 2014 | AUC dominant unsupervised ensemble of binary classifiers. Priyanka Agrawal, Vikas C. Raykar, Amrita Saha |
| 2014 | Accelerating Graph Adjacency Matrix Multiplications with Adjacency Forest. Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata |
| 2014 | Active Multitask Learning Using Both Latent and Supervised Shared Topics. Ayan Acharya, Raymond J. Mooney, Joydeep Ghosh |
| 2014 | Adaptive Quantization for Hashing: An Information-Based Approach to Learning Binary Codes. Caiming Xiong, Wei Chen, Gang Chen, David M. Johnson, Jason J. Corso |
| 2014 | Adaptive User Distance Modeling in Social Media. Erheng Zhong, Wei Fan, Qiang Yang |
| 2014 | Addressing Human Subjectivity via Transfer Learning: An Application to Predicting Disease Outcome in Multiple Sclerosis Patients. Yijun Zhao, Carla E. Brodley, Tanuja Chitnis, Brian C. Healy |
| 2014 | Adversarial Learning with Bayesian Hierarchical Mixtures of Experts. Yan Zhou, Murat Kantarcioglu |
| 2014 | An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification. Mahdi Pakdaman Naeini, Iyad Batal, Zitao Liu, Charmgil Hong, Milos Hauskrecht |
| 2014 | Auto-play: A Data Mining Approach to ODI Cricket Simulation and Prediction. Vignesh Veppur Sankaranarayanan, Junaed Sattar, Laks V. S. Lakshmanan |
| 2014 | Automatic Construction and Ranking of Topical Keyphrases on Collections of Short Documents. Marina Danilevsky, Chi Wang, Nihit Desai, Xiang Ren, Jingyi Guo, Jiawei Han |
| 2014 | Batch Mode Active Learning with Hierarchical-Structured Embedded Variance. Yu Cheng, Zhengzhang Chen, Hongliang Fei, Fei Wang, Alok N. Choudhary |
| 2014 | Beating Human Analysts in Nowcasting Corporate Earnings by using Publicly Available Stock Price and Correlation Features. Michael Kamp, Mario Boley, Thomas Gärtner |
| 2014 | Building associations between markers of environmental stressors and adverse human health impacts using frequent itemset mining. Shannon M. Bell, Stephen W. Edwards |
| 2014 | Characterising Seismic Data. Roel Bertens, Arno Siebes |
| 2014 | Class Augmented Active Learning. Hong Cao, Chunyu Bao, Xiaoli Li, David Yew-Kwong Woon |
| 2014 | Classifier-Adjusted Density Estimation for Anomaly Detection and One-Class Classification. Lisa Friedland, Amanda Gentzel, David D. Jensen |
| 2014 | Classifying Imbalanced Data Streams via Dynamic Feature Group Weighting with Importance Sampling. Ke Wu, Andrea Edwards, Wei Fan, Jing Gao, Kun Zhang |
| 2014 | Community Discovery in Social Networks via Heterogeneous Link Association and Fusion. Lei Meng, Ah-Hwee Tan |
| 2014 | Consumer Segmentation and Knowledge Extraction from Smart Meter and Survey Data. Tri Kurniawan Wijaya, Tanuja Ganu, Dipanjan Chakraborty, Karl Aberer, Deva P. Seetharam |
| 2014 | Context-Preserving Hashing for Fast Text Classification. Lianhua Chi, Bin Li, Xingquan Zhu |
| 2014 | Contextual Combinatorial Bandit and its Application on Diversified Online Recommendation. Lijing Qin, Shouyuan Chen, Xiaoyan Zhu |
| 2014 | Convex Optimization for Binary Classifier Aggregation in Multiclass Problems. Sunho Park, Taehyun Hwang, Seungjin Choi |
| 2014 | DAVA: Distributing Vaccines over Networks under Prior Information. Yao Zhang, B. Aditya Prakash |
| 2014 | Density Estimation with Adaptive Sparse Grids for Large Data Sets. Benjamin Peherstorfer, Dirk Pflüger, Hans-Joachim Bungartz |
| 2014 | Density-Based Clustering Validation. Davoud Moulavi, Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander |
| 2014 | Detecting Influence Relationships from Graphs. Chuan Hu, Huiping Cao, Chaomin Ke |
| 2014 | Directed Interpretable Discovery in Tensors with Sparse Projection. Chia-Tung Kuo, Ian Davidson |
| 2014 | Disambiguation-Free Partial Label Learning. Min-Ling Zhang |
| 2014 | Discovering Groups of Time Series with Similar Behavior in Multiple Small Intervals of Time. Gowtham Atluri, Michael S. Steinbach, Kelvin O. Lim, Angus W. MacDonald III, Vipin Kumar |
| 2014 | Discovery of Rare Sequential Topic Patterns in Document Stream. Zhongyi Hu, Hongan Wang, Jiaqi Zhu, Maozhen Li, Ying Qiao, Changzhi Deng |
| 2014 | Discriminant Analysis for Unsupervised Feature Selection. Jiliang Tang, Xia Hu, Huiji Gao, Huan Liu |
| 2014 | Discriminative Density-ratio Estimation. Yun-Qian Miao, Ahmed K. Farahat, Mohamed S. Kamel |
| 2014 | DuSK: A Dual Structure-preserving Kernel for Supervised Tensor Learning with Applications to Neuroimages. Lifang He, Xiangnan Kong, Philip S. Yu, Xiaowei Yang, Ann B. Ragin, Zhifeng Hao |
| 2014 | Efficient Matching of Substrings in Uncertain Sequences. Yuxuan Li, James Bailey, Lars Kulik, Jian Pei |
| 2014 | Embed and Conquer: Scalable Embeddings for Kernel Ahmed Elgohary, Ahmed K. Farahat, Mohamed S. Kamel, Fakhri Karray |
| 2014 | Ensembles of Elastic Distance Measures for Time Series Classification. Jason Lines, Anthony J. Bagnall |
| 2014 | Exploiting Monotonicity Constraints in Active Learning for Ordinal Classification. Pieter Soons, Ad Feelders |
| 2014 | Extracting Researcher Metadata with Labeled Features. Sujatha Das Gollapalli, Yanjun Qi, Prasenjit Mitra, C. Lee Giles |
| 2014 | Factor Matrix Trace Norm Minimization for Low-Rank Tensor Completion. Yuanyuan Liu, Fanhua Shang, Hong Cheng, James Cheng, Hanghang Tong |
| 2014 | Finding Friends on a New Site Using Minimum Information. Reza Zafarani, Huan Liu |
| 2014 | Finding the True Frequent Itemsets. Matteo Riondato, Fabio Vandin |
| 2014 | FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop. Alex Beutel, Partha Pratim Talukdar, Abhimanu Kumar, Christos Faloutsos, Evangelos E. Papalexakis, Eric P. Xing |
| 2014 | Forecasting a Moving Target: Ensemble Models for ILI Case Count Predictions. 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 | Frugal Traffic Monitoring with Autonomous Participatory Sensing. Vladimir Coric, Nemanja Djuric, Slobodan Vucetic |
| 2014 | Future Influence Ranking of Scientific Literature. Senzhang Wang, Sihong Xie, Xiaoming Zhang, Zhoujun Li, Philip S. Yu, Xinyu Shu |
| 2014 | Generalized Outlier Detection with Flexible Kernel Density Estimates. Erich Schubert, Arthur Zimek, Hans-Peter Kriegel |
| 2014 | Graphical Models for Identifying Fraud and Waste in Healthcare Claims. Peder A. Olsen, Ramesh Natarajan, Sholom M. Weiss |
| 2014 | How Can I Index My Thousands of Photos Effectively and Automatically? An Unsupervised Feature Selection Approach. Juhua Hu, Jian Pei, Jie Tang |
| 2014 | Improving Credit Card Fraud Detection with Calibrated Probabilities. Alejandro Correa Bahnsen, Aleksandar Stojanovic, Djamila Aouada, Björn E. Ottersten |
| 2014 | Influence Maximization with Viral Product Design. Nicola Barbieri, Francesco Bonchi |
| 2014 | It Takes Two to Tango: Exploring Social Tie Development with Both Online and Offline Interactions. Peifeng Yin, Qi He, Xingjie Liu, Wang-Chien Lee |
| 2014 | Iterative Framework Radiation Hybrid Mapping. Raed I. Seetan, Anne M. Denton, Omar Al Azzam, Ajay Kumar, Jazarai Sturdivant, Shahryar F. Kianian |
| 2014 | Joint Author Sentiment Topic Model. Subhabrata Mukherjee, Gaurab Basu, Sachindra Joshi |
| 2014 | Kaleido: Network Traffic Attribution using Multifaceted Footprinting. Ting Wang, Fei Wang, Reiner Sailer, Douglas Lee Schales |
| 2014 | Keeping up with Innovation: A Predictive Framework for Modeling Healthcare Data with Evolving Clinical Interventions. Sunil Kumar Gupta, Santu Rana, Dinh Q. Phung, Svetha Venkatesh |
| 2014 | Laplacian Spectral Properties of Graphs from Random Local Samples. Zhengwei Wu, Victor M. Preciado |
| 2014 | Large-Scale Multi-Label Learning with Incomplete Label Assignments. Xiangnan Kong, Zhaoming Wu, Li-Jia Li, Ruofei Zhang, Philip S. Yu, Hang Wu, Wei Fan |
| 2014 | Large-scale Kernel RankSVM. Tzu-Ming Kuo, Ching-pei Lee, Chih-Jen Lin |
| 2014 | Latent Factor Transition for Dynamic Collaborative Filtering. Chenyi Zhang, Ke Wang, Hongkun Yu, Jianling Sun, Ee-Peng Lim |
| 2014 | Learning from Multi-User Multi-Attribute Annotations. Ou Wu, Shuxiao Li, Honghui Dong, Ying Chen, Weiming Hu |
| 2014 | Learning on Probabilistic Labels. Peng Peng, Raymond Chi-Wing Wong, Philip S. Yu |
| 2014 | Less is More: Similarity of Time Series under Linear Transformations. Frank Höppner |
| 2014 | Linking Heterogeneous Input Spaces with Pivots for Multi-Task Learning. Jingrui He, Yan Liu, Qiang Yang |
| 2014 | Local Learning for Mining Outlier Subgraphs from Network Datasets. Manish Gupta, Arun Mallya, Subhro Roy, Jason H. D. Cho, Jiawei Han |
| 2014 | META: Multi-resolution Framework for Event Summarization. Yexi Jiang, Chang-Shing Perng, Tao Li |
| 2014 | Make It or Break It: Manipulating Robustness in Large Networks. Hau Chan, Leman Akoglu, Hanghang Tong |
| 2014 | Membership Detection Using Cooperative Data Mining Algorithms. Calvin Newport, Lisa Singh, Yiqing Ren |
| 2014 | Memory-efficient Query-driven Community Detection with Application to Complex Disease Associations. Steve Harenberg, Ramona G. Seay, Stephen Ranshous, Kanchana Padmanabhan, Jitendra K. Harlalka, Eric R. Schendel, Michael P. O'Brien, Rada Chirkova, William Hendrix, Alok N. Choudhary, Vipin Kumar, Murali Doraiswamy, Nagiza F. Samatova |
| 2014 | Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records. Sanjoy Dey, György J. Simon, Bonnie L. Westra, Michael S. Steinbach, Vipin Kumar |
| 2014 | Mixed-Transfer: Transfer Learning over Mixed Graphs. Ben Tan, Erheng Zhong, Michael K. Ng, Qiang Yang |
| 2014 | Modeling Asymmetry and Tail Dependence among Multiple Variables by Using Partial Regular Vine. Wei Wei, Junfu Yin, Jinyan Li, Longbing Cao |
| 2014 | Multi-Graph Learning with Positive and Unlabeled Bags. Jia Wu, Zhibin Hong, Shirui Pan, Xingquan Zhu, Chengqi Zhang, Zhihua Cai |
| 2014 | Multi-Task Clustering using Constrained Symmetric Non-Negative Matrix Factorization. Samir Al-Stouhi, Chandan K. Reddy |
| 2014 | Multi-Task Feature Selection on Multiple Networks via Maximum Flows. Mahito Sugiyama, Chloé-Agathe Azencott, Dominik G. Grimm, Yoshinobu Kawahara, Karsten M. Borgwardt |
| 2014 | On Finding the Point Where There Is No Return: Turning Point Mining on Game Data. Wei Gong, Ee-Peng Lim, Feida Zhu, Palakorn Achananuparp, David Lo |
| 2014 | On Modeling Community Behaviors and Sentiments in Microblogging. Tuan-Anh Hoang, William W. Cohen, Ee-Peng Lim |
| 2014 | On Randomly Projected Hierarchical Clustering with Guarantees. Johannes Schneider, Michail Vlachos |
| 2014 | Online Anomaly Detection by Improved Grammar Compression of Log Sequences. Yun Gao, Wei Zhou, Zhang Zhang, Jizhong Han, Dan Meng, Zhiyong Xu |
| 2014 | Online Discovery of Group Level Events in Time Series. Xi C. Chen, Abdullah Mueen, Vijay K. Narayanan, Nikos Karampatziakis, Gagan Bansal, Vipin Kumar |
| 2014 | Online Matrix Completion Through Nuclear Norm Regularisation. Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon |
| 2014 | Predictive Learning in the Presence of Heterogeneity and Limited Training Data. Anuj Karpatne, Ankush Khandelwal, Shyam Boriah, Vipin Kumar |
| 2014 | Proceedings of the 2014 SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014 Mohammed Javeed Zaki, Zoran Obradovic, Pang-Ning Tan, Arindam Banerjee, Chandrika Kamath, Srinivasan Parthasarathy |
| 2014 | Quantifying trust dynamics in signed graphs, the S-Cores approach. Christos Giatsidis, Bogdan Cautis, Silviu Maniu, Dimitrios M. Thilikos, Michalis Vazirgiannis |
| 2014 | ROCsearch - An ROC-guided Search Strategy for Subgroup Discovery. Marvin Meeng, Wouter Duivesteijn, Arno J. Knobbe |
| 2014 | Recovering Missing Labels of Crowdsourcing Workers. Qingyang Hu, Kevin Chiew, Hao Huang, Qinming He |
| 2014 | Recurrent Chinese Restaurant Process with a Duration-based Discount for Event Identification from Twitter. Qiming Diao, Jing Jiang |
| 2014 | Relational Regularization and Feature Ranking. Fabrizio Costa, Mathias Verbeke, Luc De Raedt |
| 2014 | Result Integrity Verification of Outsourced Bayesian Network Structure Learning. Ruilin Liu, Wendy Hui Wang, Changhe Yuan |
| 2014 | Robust Subspace Discovery through Supervised Low-Rank Constraints. Sheng Li, Yun Fu |
| 2014 | Selecting a Representative Set of Diverse Quality Reviews Automatically. Nana Xu, Hongyan Liu, Jiawei Chen, Jun He, Xiaoyong Du |
| 2014 | Selective Sampling on Probabilistic Data. Peng Peng, Raymond Chi-Wing Wong |
| 2014 | Self-Taught Spectral Clustering via Constraint Augmentation. Xiang Wang, Jun Wang, Buyue Qian, Fei Wang, Ian Davidson |
| 2014 | Subgraph Search in Large Graphs with Result Diversification. Huiwen Yu, Dayu Yuan |
| 2014 | Submodularity in Team Formation Problem. Avradeep Bhowmik, Vivek S. Borkar, Dinesh Garg, Madhavan Pallan |
| 2014 | The Benefits of Personalized Smartphone-Based Activity Recognition Models. Jeffrey W. Lockhart, Gary M. Weiss |
| 2014 | To Sample or To Smash? Estimating reachability in large time-varying graphs. Prithwish Basu, Feng Yu, Amotz Bar-Noy, Dror Rawitz |
| 2014 | Towards Accurate Histogram Publication under Differential Privacy. Xiaojian Zhang, Rui Chen, Jianliang Xu, Xiaofeng Meng, Yingtao Xie |
| 2014 | Towards Breaking the Curse of Dimensionality for High-Dimensional Privacy. Hessam Zakerzadeh, Charu C. Aggarwal, Ken Barker |
| 2014 | Transductive HSIC Lasso. Dan He, Irina Rish, Laxmi Parida |
| 2014 | Triangle counting in streamed graphs via small vertex covers. David García-Soriano, Konstantin Kutzkov |
| 2014 | Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x. Evangelos E. Papalexakis, Christos Faloutsos, Tom M. Mitchell, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Brian Murphy |
| 2014 | Turning the Tide: Curbing Deceptive Yelp Behaviors. Mahmudur Rahman, Bogdan Carbunar, Jaime Ballesteros, George Burri, Duen Horng (Polo) Chau |
| 2014 | Unsupervised Feature Learning by Deep Sparse Coding. Yunlong He, Koray Kavukcuoglu, Yun Wang, Arthur Szlam, Yanjun Qi |
| 2014 | Unsupervised Selection of Robust Audio Feature Subsets. Gerhard Sageder, Maia Zaharieva, Matthias Zeppelzauer |
| 2014 | Unveiling Variables in Systems of Linear Equations. Behzad Golshan, Evimaria Terzi |
| 2014 | User Preference Learning with Multiple Information Fusion for Restaurant Recommendation. Yanjie Fu, Bin Liu, Yong Ge, Zijun Yao, Hui Xiong |
| 2014 | VOG: Summarizing and Understanding Large Graphs. Danai Koutra, U Kang, Jilles Vreeken, Christos Faloutsos |
| 2014 | WCAMiner: A Novel Knowledge Discovery System for Mining Concept Associations using Wikipedia. Peng Yan, Wei Jin |
| 2014 | When and Where: Predicting Human Movements Based on Social Spatial-Temporal Events. Ning Yang, Xiangnan Kong, Fengjiao Wang, Philip S. Yu |