| 2010 | A hierarchical information theoretic technique for the discovery of non linear alternative clusterings. Xuan-Hong Dang, James Bailey |
| 2010 | A probabilistic model for personalized tag prediction. Dawei Yin, Zhenzhen Xue, Liangjie Hong, Brian D. Davison |
| 2010 | A scalable two-stage approach for a class of dimensionality reduction techniques. Liang Sun, Betul Ceran, Jieping Ye |
| 2010 | Active learning for biomedical citation screening. Byron C. Wallace, Kevin Small, Carla E. Brodley, Thomas A. Trikalinos |
| 2010 | An efficient algorithm for a class of fused lasso problems. Jun Liu, Lei Yuan, Jieping Ye |
| 2010 | An efficient causal discovery algorithm for linear models. Zhenxing Wang, Laiwan Chan |
| 2010 | An energy-efficient mobile recommender system. Yong Ge, Hui Xiong, Alexander Tuzhilin, Keli Xiao, Marco Gruteser, Michael J. Pazzani |
| 2010 | An integrated machine learning approach to stroke prediction. Aditya Khosla, Yu Cao, Cliff Chiung-Yu Lin, Hsu-Kuang Chiu, Junling Hu, Honglak Lee |
| 2010 | Automatic malware categorization using cluster ensemble. Yanfang Ye, Tao Li, Yong Chen, Qingshan Jiang |
| 2010 | Balanced allocation with succinct representation. Saeed Alaei, Ravi Kumar, Azarakhsh Malekian, Erik Vee |
| 2010 | Beyond heuristics: learning to classify vulnerabilities and predict exploits. Mehran Bozorgi, Lawrence K. Saul, Stefan Savage, Geoffrey M. Voelker |
| 2010 | BioSnowball: automated population of Wikis. Xiaojiang Liu, Zaiqing Nie, Nenghai Yu, Ji-Rong Wen |
| 2010 | Boosting with structure information in the functional space: an application to graph classification. Hongliang Fei, Jun Huan |
| 2010 | Class-specific error bounds for ensemble classifiers. Ryan J. Prenger, Tracy D. Lemmond, Kush R. Varshney, Barry Y. Chen, William G. Hanley |
| 2010 | Clustering by synchronization. Christian Böhm, Claudia Plant, Junming Shao, Qinli Yang |
| 2010 | Cold start link prediction. Vincent Leroy, Berkant Barla Cambazoglu, Francesco Bonchi |
| 2010 | Collusion-resistant privacy-preserving data mining. Bin Yang, Hiroshi Nakagawa, Issei Sato, Jun Sakuma |
| 2010 | Combined regression and ranking. D. Sculley |
| 2010 | Combining predictions for accurate recommender systems. Michael Jahrer, Andreas Töscher, Robert Legenstein |
| 2010 | Community-based greedy algorithm for mining top-K influential nodes in mobile social networks. Yu Wang, Gao Cong, Guojie Song, Kunqing Xie |
| 2010 | Compressed fisher linear discriminant analysis: classification of randomly projected data. Robert J. Durrant, Ata Kabán |
| 2010 | Connecting the dots between news articles. Dafna Shahaf, Carlos Guestrin |
| 2010 | DUST: a generalized notion of similarity between uncertain time series. Smruti R. Sarangi, Karin Murthy |
| 2010 | Data mining in the online services industry. Qi Lu |
| 2010 | Data mining to predict and prevent errors in health insurance claims processing. Mohit Kumar, Rayid Ghani, Zhu-Song Mei |
| 2010 | Data mining with differential privacy. Arik Friedman, Assaf Schuster |
| 2010 | Data winnowing. Yoav Freund |
| 2010 | Designing efficient cascaded classifiers: tradeoff between accuracy and cost. Vikas C. Raykar, Balaji Krishnapuram, Shipeng Yu |
| 2010 | Detecting abnormal coupled sequences and sequence changes in group-based manipulative trading behaviors. Longbing Cao, Yuming Ou, Philip S. Yu, Gang Wei |
| 2010 | Diagnosing memory leaks using graph mining on heap dumps. Evan K. Maxwell, Godmar Back, Naren Ramakrishnan |
| 2010 | Direct mining of discriminative patterns for classifying uncertain data. Chuancong Gao, Jianyong Wang |
| 2010 | Discovering frequent patterns in sensitive data. Raghav Bhaskar, Srivatsan Laxman, Adam D. Smith, Abhradeep Thakurta |
| 2010 | Discovering frequent subgraphs over uncertain graph databases under probabilistic semantics. Zhaonian Zou, Hong Gao, Jianzhong Li |
| 2010 | Discovering significant relaxed order-preserving submatrices. Qiong Fang, Wilfred Ng, Jianlin Feng |
| 2010 | Discovery of significant emerging trends. Saurabh Goorha, Lyle H. Ungar |
| 2010 | Discriminative topic modeling based on manifold learning. Seungil Huh, Stephen E. Fienberg |
| 2010 | DivRank: the interplay of prestige and diversity in information networks. Qiaozhu Mei, Jian Guo, Dragomir R. Radev |
| 2010 | Document clustering via dirichlet process mixture model with feature selection. Guan Yu, Rui-zhang Huang, Zhaojun Wang |
| 2010 | Dynamics of conversations. Ravi Kumar, Mohammad Mahdian, Mary McGlohon |
| 2010 | Ensemble pruning via individual contribution ordering. Zhenyu Lu, Xindong Wu, Xingquan Zhu, Josh C. Bongard |
| 2010 | Estimating rates of rare events with multiple hierarchies through scalable log-linear models. Deepak Agarwal, Rahul Agrawal, Rajiv Khanna, Nagaraj Kota |
| 2010 | Evaluating online ad campaigns in a pipeline: causal models at scale. David Chan, Rong Ge, Ori Gershony, Tim Hesterberg, Diane Lambert |
| 2010 | Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora. Jianwen Zhang, Yangqiu Song, Changshui Zhang, Shixia Liu |
| 2010 | Exploitation and exploration in a performance based contextual advertising system. Wei Li, Xuerui Wang, Ruofei Zhang, Ying Cui, Jianchang Mao, Rong Jin |
| 2010 | Extracting temporal signatures for comprehending systems biology models. Naren Sundaravaradan, K. S. M. Tozammel Hossain, Vandana Sreedharan, Douglas J. Slotta, John Paul C. Vergara, Lenwood S. Heath, Naren Ramakrishnan |
| 2010 | Fast euclidean minimum spanning tree: algorithm, analysis, and applications. William B. March, Parikshit Ram, Alexander G. Gray |
| 2010 | Fast nearest-neighbor search in disk-resident graphs. Purnamrita Sarkar, Andrew W. Moore |
| 2010 | Fast online learning through offline initialization for time-sensitive recommendation. Deepak Agarwal, Bee-Chung Chen, Pradheep Elango |
| 2010 | Fast query execution for retrieval models based on path-constrained random walks. Ni Lao, William W. Cohen |
| 2010 | Feature selection for support vector regression using probabilistic prediction. Jian-Bo Yang, Chong Jin Ong |
| 2010 | Finding effectors in social networks. Theodoros Lappas, Evimaria Terzi, Dimitrios Gunopulos, Heikki Mannila |
| 2010 | Flexible constrained spectral clustering. Xiang Wang, Ian Davidson |
| 2010 | Frequent regular itemset mining. Salvatore Ruggieri |
| 2010 | GLS-SOD: a generalized local statistical approach for spatial outlier detection. Feng Chen, Chang-Tien Lu, Arnold P. Boedihardjo |
| 2010 | Generative models for ticket resolution in expert networks. Gengxin Miao, Louise E. Moser, Xifeng Yan, Shu Tao, Yi Chen, Nikos Anerousis |
| 2010 | Grafting-light: fast, incremental feature selection and structure learning of Markov random fields. Jun Zhu, Ni Lao, Eric P. Xing |
| 2010 | Growing a tree in the forest: constructing folksonomies by integrating structured metadata. Anon Plangprasopchok, Kristina Lerman, Lise Getoor |
| 2010 | Inferring networks of diffusion and influence. Manuel Gomez-Rodriguez, Jure Leskovec, Andreas Krause |
| 2010 | Large linear classification when data cannot fit in memory. Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang, Chih-Jen Lin |
| 2010 | Latent aspect rating analysis on review text data: a rating regression approach. Hongning Wang, Yue Lu, ChengXiang Zhai |
| 2010 | Learning incoherent sparse and low-rank patterns from multiple tasks. Jianhui Chen, Ji Liu, Jieping Ye |
| 2010 | Learning to combine discriminative classifiers: confidence based. Chi-Hoon Lee |
| 2010 | Learning with cost intervals. Xu-Ying Liu, Zhi-Hua Zhou |
| 2010 | Malstone: towards a benchmark for analytics on large data clouds. Collin Bennett, Robert L. Grossman, David Locke, Jonathan Seidman, Steve Vejcik |
| 2010 | Mass estimation and its applications. Kai Ming Ting, Guang-Tong Zhou, Fei Tony Liu, James Swee Chuan Tan |
| 2010 | Medical coding classification by leveraging inter-code relationships. Yan Yan, Glenn Fung, Jennifer G. Dy, Rómer Rosales |
| 2010 | Metric forensics: a multi-level approach for mining volatile graphs. Keith Henderson, Tina Eliassi-Rad, Christos Faloutsos, Leman Akoglu, Lei Li, Koji Maruhashi, B. Aditya Prakash, Hanghang Tong |
| 2010 | MineFleet®: an overview of a widely adopted distributed vehicle performance data mining system. Hillol Kargupta, Kakali Sarkar, Michael Gilligan |
| 2010 | Mining advisor-advisee relationships from research publication networks. Chi Wang, Jiawei Han, Yuntao Jia, Jie Tang, Duo Zhang, Yintao Yu, Jingyi Guo |
| 2010 | Mining periodic behaviors for moving objects. Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays, Peter Nye |
| 2010 | Mining positive and negative patterns for relevance feature discovery. Yuefeng Li, Abdulmohsen Algarni, Ning Zhong |
| 2010 | Mining program workflow from interleaved traces. Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li, Bin Wu |
| 2010 | Mining top-k frequent items in a data stream with flexible sliding windows. Hoang Thanh Lam, Toon Calders |
| 2010 | Mining uncertain data with probabilistic guarantees. Liwen Sun, Reynold Cheng, David W. Cheung, Jiefeng Cheng |
| 2010 | Mixture models for learning low-dimensional roles in high-dimensional data. Manas Somaiya, Christopher M. Jermaine, Sanjay Ranka |
| 2010 | Modeling relational events via latent classes. Christopher DuBois, Padhraic Smyth |
| 2010 | Multi-label learning by exploiting label dependency. Min-Ling Zhang, Kun Zhang |
| 2010 | Multi-task learning for boosting with application to web search ranking. Olivier Chapelle, Pannagadatta K. Shivaswamy, Srinivas Vadrevu, Kilian Q. Weinberger, Ya Zhang, Belle L. Tseng |
| 2010 | Multiple kernel learning for heterogeneous anomaly detection: algorithm and aviation safety case study. Santanu Das, Bryan L. Matthews, Ashok N. Srivastava, Nikunj C. Oza |
| 2010 | Negative correlations in collaboration: concepts and algorithms. Jinyan Li, Qian Liu, Tao Zeng |
| 2010 | Neighbor query friendly compression of social networks. Hossein Maserrat, Jian Pei |
| 2010 | New perspectives and methods in link prediction. Ryan Lichtenwalter, Jake T. Lussier, Nitesh V. Chawla |
| 2010 | Nonnegative shared subspace learning and its application to social media retrieval. Sunil Kumar Gupta, Dinh Q. Phung, Brett Adams, Truyen Tran, Svetha Venkatesh |
| 2010 | On community outliers and their efficient detection in information networks. Jing Gao, Feng Liang, Wei Fan, Chi Wang, Yizhou Sun, Jiawei Han |
| 2010 | On the quality of inferring interests from social neighbors. Zhen Wen, Ching-Yung Lin |
| 2010 | Online discovery and maintenance of time series motifs. Abdullah Mueen, Eamonn J. Keogh |
| 2010 | Online multiscale dynamic topic models. Tomoharu Iwata, Takeshi Yamada, Yasushi Sakurai, Naonori Ueda |
| 2010 | Optimizing debt collections using constrained reinforcement learning. Naoki Abe, Prem Melville, Cezar Pendus, Chandan K. Reddy, David L. Jensen, Vince P. Thomas, James J. Bennett, Gary F. Anderson, Brent R. Cooley, Melissa Kowalczyk, Mark Domick, Timothy Gardinier |
| 2010 | Overlapping experiment infrastructure: more, better, faster experimentation. Diane Tang, Ashish Agarwal, Deirdre O'Brien, Mike Meyer |
| 2010 | PET: a statistical model for popular events tracking in social communities. Cindy Xide Lin, Bo Zhao, Qiaozhu Mei, Jiawei Han |
| 2010 | Parallel SimRank computation on large graphs with iterative aggregation. Guoming He, Haijun Feng, Cuiping Li, Hong Chen |
| 2010 | Privacy-preserving outsourcing support vector machines with random transformation. Keng-Pei Lin, Ming-Syan Chen |
| 2010 | Probably the best itemsets. Nikolaj Tatti |
| 2010 | Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28, 2010 Bharat Rao, Balaji Krishnapuram, Andrew Tomkins, Qiang Yang |
| 2010 | Redefining class definitions using constraint-based clustering: an application to remote sensing of the earth's surface. Dan Preston, Carla E. Brodley, Roni Khardon, Damien Sulla-Menashe, Mark A. Friedl |
| 2010 | Scalable influence maximization for prevalent viral marketing in large-scale social networks. Wei Chen, Chi Wang, Yajun Wang |
| 2010 | Scalable similarity search with optimized kernel hashing. Junfeng He, Wei Liu, Shih-Fu Chang |
| 2010 | Semantic relation extraction with kernels over typed dependency trees. Frank Reichartz, Hannes Korte, Gerhard Paass |
| 2010 | Semi-supervised feature selection for graph classification. Xiangnan Kong, Philip S. Yu |
| 2010 | Semi-supervised sparse metric learning using alternating linearization optimization. Wei Liu, Shiqian Ma, Dacheng Tao, Jianzhuang Liu, Peng Liu |
| 2010 | Social action tracking via noise tolerant time-varying factor graphs. Chenhao Tan, Jie Tang, Jimeng Sun, Quan Lin, Fengjiao Wang |
| 2010 | Suggesting friends using the implicit social graph. Maayan Roth, Assaf Ben-David, David Deutscher, Guy Flysher, Ilan Horn, Ari Leichtberg, Naty Leiser, Yossi Matias, Ron Merom |
| 2010 | TIARA: a visual exploratory text analytic system. Furu Wei, Shixia Liu, Yangqiu Song, Shimei Pan, Michelle X. Zhou, Weihong Qian, Lei Shi, Li Tan, Qiang Zhang |
| 2010 | Temporal recommendation on graphs via long- and short-term preference fusion. Liang Xiang, Quan Yuan, Shiwan Zhao, Li Chen, Xiatian Zhang, Qing Yang, Jimeng Sun |
| 2010 | The community-search problem and how to plan a successful cocktail party. Mauro Sozio, Aristides Gionis |
| 2010 | The new iris data: modular data generators. Iris Adä, Michael R. Berthold |
| 2010 | The next generation of transportation systems, greenhouse emissions, and data mining. Hillol Kargupta, João Gama, Wei Fan |
| 2010 | The quantification of advertising: (+ lessons from building businesses based on large scale data mining). Konrad Feldman |
| 2010 | The topic-perspective model for social tagging systems. Caimei Lu, Xiaohua Hu, Xin Chen, Jung-ran Park, Tingting He, Zhoujun Li |
| 2010 | Topic dynamics: an alternative model of bursts in streams of topics. Dan He, Douglas Stott Parker Jr. |
| 2010 | Topic models with power-law using Pitman-Yor process. Issei Sato, Hiroshi Nakagawa |
| 2010 | Towards mobility-based clustering. Siyuan Liu, Yunhuai Liu, Lionel M. Ni, Jianping Fan, Minglu Li |
| 2010 | Training and testing of recommender systems on data missing not at random. Harald Steck |
| 2010 | Transfer metric learning by learning task relationships. Yu Zhang, Dit-Yan Yeung |
| 2010 | Tropical cyclone event sequence similarity search via dimensionality reduction and metric learning. Shen-Shyang Ho, Wenqing Tang, W. Timothy Liu |
| 2010 | Trust network inference for online rating data using generative models. Freddy Chong Tat Chua, Ee-Peng Lim |
| 2010 | UP-Growth: an efficient algorithm for high utility itemset mining. Vincent S. Tseng, Cheng-Wei Wu, Bai-En Shie, Philip S. Yu |
| 2010 | Unifying dependent clustering and disparate clustering for non-homogeneous data. Mahmud Shahriar Hossain, Satish Tadepalli, Layne T. Watson, Ian Davidson, Richard F. Helm, Naren Ramakrishnan |
| 2010 | Universal multi-dimensional scaling. Arvind Agarwal, Jeff M. Phillips, Suresh Venkatasubramanian |
| 2010 | Unsupervised feature selection for multi-cluster data. Deng Cai, Chiyuan Zhang, Xiaofei He |
| 2010 | Unsupervised transfer classification: application to text categorization. Tianbao Yang, Rong Jin, Anil K. Jain, Yang Zhou, Wei Tong |
| 2010 | User browsing models: relevance versus examination. Ramakrishnan Srikant, Sugato Basu, Ni Wang, Daryl Pregibon |
| 2010 | Using data mining techniques to address critical information exchange needs in disaster affected public-private networks. Li Zheng, Chao Shen, Liang Tang, Tao Li, Steven Luis, Shu-Ching Chen, Vagelis Hristidis |
| 2010 | Versatile publishing for privacy preservation. Xin Jin, Mingyang Zhang, Nan Zhang, Gautam Das |
| 2010 | Why label when you can search?: alternatives to active learning for applying human resources to build classification models under extreme class imbalance. Josh Attenberg, Foster J. Provost |
| 2010 | k-Support anonymity based on pseudo taxonomy for outsourcing of frequent itemset mining. Chih-Hua Tai, Philip S. Yu, Ming-Syan Chen |