| 2012 | A framework for robust discovery of entity synonyms. Kaushik Chakrabarti, Surajit Chaudhuri, Tao Cheng, Dong Xin |
| 2012 | A framework for summarizing and analyzing twitter feeds. Xintian Yang, Amol Ghoting, Yiye Ruan, Srinivasan Parthasarathy |
| 2012 | A near-linear time approximation algorithm for angle-based outlier detection in high-dimensional data. Ninh Pham, Rasmus Pagh |
| 2012 | A new challenge of information processing under the 21st century. Bo Zhang |
| 2012 | A probabilistic model for multimodal hash function learning. Yi Zhen, Dit-Yan Yeung |
| 2012 | A shapelet transform for time series classification. Jason Lines, Luke M. Davis, Jon Hills, Anthony J. Bagnall |
| 2012 | A simple methodology for soft cost-sensitive classification. Te-Kang Jan, Da-Wei Wang, Chi-Hung Lin, Hsuan-Tien Lin |
| 2012 | A sparsity-inducing formulation for evolutionary co-clustering. Shuiwang Ji, Wenlu Zhang, Jun Liu |
| 2012 | A structural cluster kernel for learning on graphs. Madeleine Seeland, Andreas Karwath, Stefan Kramer |
| 2012 | A system for extracting top-K lists from the web. Zhixian Zhang, Kenny Qili Zhu, Haixun Wang |
| 2012 | Accelerated singular value thresholding for matrix completion. Yao Hu, Debing Zhang, Jun Liu, Jieping Ye, Xiaofei He |
| 2012 | Active learning for online bayesian matrix factorization. Jorge G. Silva, Lawrence Carin |
| 2012 | Active sampling for entity matching. Kedar Bellare, Suresh Iyengar, Aditya G. Parameswaran, Vibhor Rastogi |
| 2012 | Active spectral clustering via iterative uncertainty reduction. Fabian L. Wauthier, Nebojsa Jojic, Michael I. Jordan |
| 2012 | Adversarial support vector machine learning. Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham, Bowei Xi |
| 2012 | Aggregating web offers to determine product prices. Rakesh Agrawal, Samuel Ieong |
| 2012 | Algorithms for mining uncertain graph data. Jianzhong Li |
| 2012 | An enhanced relevance criterion for more concise supervised pattern discovery. Henrik Großkreutz, Daniel Paurat, Stefan Rüping |
| 2012 | An integrated data mining approach to real-time clinical monitoring and deterioration warning. Yi Mao, Wenlin Chen, Yixin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey |
| 2012 | Anonymizing set-valued data by nonreciprocal recoding. Mingqiang Xue, Panagiotis Karras, Chedy Raïssi, Jaideep Vaidya, Kian-Lee Tan |
| 2012 | AssocExplorer: an association rule visualization system for exploratory data analysis. Guimei Liu, Andre Suchitra, Haojun Zhang, Mengling Feng, See-Kiong Ng, Limsoon Wong |
| 2012 | Automatic taxonomy construction from keywords. Xueqing Liu, Yangqiu Song, Shixia Liu, Haixun Wang |
| 2012 | BC-PDM: data mining, social network analysis and text mining system based on cloud computing. Le Yu, Jian Zheng, Wei Chong Shen, Bin Wu, Bai Wang, Long Qian, Bo Ren Zhang |
| 2012 | Batch mode active sampling based on marginal probability distribution matching. Rita Chattopadhyay, Zheng Wang, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye |
| 2012 | Bayesian relational data analysis. Naonori Ueda |
| 2012 | Bid optimizing and inventory scoring in targeted online advertising. Claudia Perlich, Brian Dalessandro, Rod Hook, Ori Stitelman, Troy Raeder, Foster J. Provost |
| 2012 | Bootstrapped language identification for multi-site internet domains. Uwe F. Mayer |
| 2012 | Building an engine for big data. Masaru Kitsuregawa |
| 2012 | Capacitated team formation problem on social networks. Anirban Majumder, Samik Datta, K. V. M. Naidu |
| 2012 | China's national personal credit scoring system: a real-life intelligent knowledge application. Yong Shi |
| 2012 | Chromatic correlation clustering. Francesco Bonchi, Aristides Gionis, Francesco Gullo, Antti Ukkonen |
| 2012 | Circle-based recommendation in online social networks. Xiwang Yang, Harald Steck, Yong Liu |
| 2012 | ComSoc: adaptive transfer of user behaviors over composite social network. Erheng Zhong, Wei Fan, Junwei Wang, Lei Xiao, Yong Li |
| 2012 | Community discovery and profiling with social messages. Wenjun Zhou, Hongxia Jin, Yan Liu |
| 2012 | Constructing popular routes from uncertain trajectories. Ling-Yin Wei, Yu Zheng, Wen-Chih Peng |
| 2012 | Coupled behavior analysis for capturing coupling relationships in group-based market manipulations. Yin Song, Longbing Cao, Xindong Wu, Gang Wei, Wu Ye, Wei Ding |
| 2012 | Cross-domain collaboration recommendation. Jie Tang, Sen Wu, Jimeng Sun, Hang Su |
| 2012 | Cross-media knowledge discovery. Zhongzhi Shi |
| 2012 | D-INDEX: a web environment for analyzing dependences among scientific collaborators. Claudio Schifanella, Luigi Di Caro, Mario Cataldi, Marie-Aude Aufaure |
| 2012 | DAGger: clustering correlated uncertain data (to predict asset failure in energy networks). Dan Olteanu, Sebastiaan J. van Schaik |
| 2012 | DEMON: a local-first discovery method for overlapping communities. Michele Coscia, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi |
| 2012 | Dependency clustering across measurement scales. Claudia Plant |
| 2012 | Design principles of massive, robust prediction systems. Troy Raeder, Ori Stitelman, Brian Dalessandro, Claudia Perlich, Foster J. Provost |
| 2012 | Detecting changes of clustering structures using normalized maximum likelihood coding. So Hirai, Kenji Yamanishi |
| 2012 | Developing data mining applications. Geoff Holmes |
| 2012 | Different slopes for different folks: mining for exceptional regression models with cook's distance. Wouter Duivesteijn, Ad Feelders, Arno J. Knobbe |
| 2012 | Differential identifiability. Jaewoo Lee, Chris Clifton |
| 2012 | Differentially private transit data publication: a case study on the montreal transportation system. Rui Chen, Benjamin C. M. Fung, Bipin C. Desai, Nériah M. Sossou |
| 2012 | Discovering lag intervals for temporal dependencies. Liang Tang, Tao Li, Larisa Shwartz |
| 2012 | Discovering regions of different functions in a city using human mobility and POIs. Jing Yuan, Yu Zheng, Xing Xie |
| 2012 | Discovering value from community activity on focused question answering sites: a case study of stack overflow. Ashton Anderson, Daniel P. Huttenlocher, Jon M. Kleinberg, Jure Leskovec |
| 2012 | Discriminative clustering for market segmentation. Peter Haider, Luca Chiarandini, Ulf Brefeld |
| 2012 | Divide-and-conquer and statistical inference for big data. Michael I. Jordan |
| 2012 | Efficient and domain-invariant competitor mining. Theodoros Lappas, George Valkanas, Dimitrios Gunopulos |
| 2012 | Efficient evaluation of large sequence kernels. Pavel P. Kuksa, Vladimir Pavlovic |
| 2012 | Efficient event pattern matching with match windows. Bruno Cadonna, Johann Gamper, Michael H. Böhlen |
| 2012 | Efficient frequent item counting in multi-core hardware. Pratanu Roy, Jens Teubner, Gustavo Alonso |
| 2012 | Efficient personalized pagerank with accuracy assurance. Yasuhiro Fujiwara, Makoto Nakatsuji, Takeshi Yamamuro, Hiroaki Shiokawa, Makoto Onizuka |
| 2012 | Empowering authors to diagnose comprehension burden in textbooks. Rakesh Agrawal, Sunandan Chakraborty, Sreenivas Gollapudi, Anitha Kannan, Krishnaram Kenthapadi |
| 2012 | Ensembles and model delivery for tax compliance. Graham Williams |
| 2012 | Entity-centric topic-oriented opinion summarization in twitter. Xinfan Meng, Furu Wei, Xiaohua Liu, Ming Zhou, Sujian Li, Houfeng Wang |
| 2012 | Estimating conversion rate in display advertising from past erformance data. Kuang-Chih Lee, Burkay Orten, Ali Dasdan, Wentong Li |
| 2012 | Estimating entity importance via counting set covers. Aristides Gionis, Theodoros Lappas, Evimaria Terzi |
| 2012 | EvaPlanner: an evacuation planner with social-based flocking kinetics. Cheng-Te Li, Shou-De Lin |
| 2012 | Event-based social networks: linking the online and offline social worlds. Xingjie Liu, Qi He, Yuanyuan Tian, Wang-Chien Lee, John McPherson, Jiawei Han |
| 2012 | EventSearch: a system for event discovery and retrieval on multi-type historical data. Dongdong Shan, Wayne Xin Zhao, Rishan Chen, Baihan Shu, Ziqi Wang, Junjie Yao, Hongfei Yan, Xiaoming Li |
| 2012 | Experience with discovering knowledge by acquiring it. Paul Compton |
| 2012 | Experiences and lessons in developing industry-strength machine learning and data mining software. Chih-Jen Lin |
| 2012 | Experiments in social computation: (and the data they generate). Michael J. Kearns |
| 2012 | Factoring past exposure in display advertising targeting. Neha Gupta, Abhimanyu Das, Sandeep Pandey, Vijay K. Narayanan |
| 2012 | Fast algorithms for comprehensive n-point correlation estimates. William B. March, Andrew J. Connolly, Alexander G. Gray |
| 2012 | Fast algorithms for maximal clique enumeration with limited memory. James Cheng, Linhong Zhu, Yiping Ke, Shumo Chu |
| 2012 | Fast bregman divergence NMF using taylor expansion and coordinate descent. Liangda Li, Guy Lebanon, Haesun Park |
| 2012 | Fast mining and forecasting of complex time-stamped events. Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos, Tomoharu Iwata, Masatoshi Yoshikawa |
| 2012 | Feature grouping and selection over an undirected graph. Sen Yang, Lei Yuan, Ying-Cheng Lai, Xiaotong Shen, Peter Wonka, Jieping Ye |
| 2012 | Finding minimum representative pattern sets. Guimei Liu, Haojun Zhang, Limsoon Wong |
| 2012 | Finding trending local topics in search queries for personalization of a recommendation system. Ziad Al Bawab, George H. Mills, Jean-François Crespo |
| 2012 | Finding trendsetters in information networks. Diego Sáez-Trumper, Giovanni Comarela, Virgílio A. F. Almeida, Ricardo Baeza-Yates, Fabrício Benevenuto |
| 2012 | Following the electrons: methods for power management in commercial buildings. Gowtham Bellala, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Cullen E. Bash |
| 2012 | From user comments to on-line conversations. Chunyan Wang, Mao Ye, Bernardo A. Huberman |
| 2012 | GeoSearch: georeferenced video retrieval system. Youngwoo Kim, Jinha Kim, Hwanjo Yu |
| 2012 | GetJar mobile application recommendations with very sparse datasets. Kent Shi, Kamal Ali |
| 2012 | GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries. U Kang, Evangelos E. Papalexakis, Abhay Harpale, Christos Faloutsos |
| 2012 | Harnessing the wisdom of the crowds for accurate web page clipping. Lei Zhang, Linpeng Tang, Ping Luo, Enhong Chen, Limei Jiao, Min Wang, Guiquan Liu |
| 2012 | HeteRecom: a semantic-based recommendation systemin heterogeneous networks. Chuan Shi, Chong Zhou, Xiangnan Kong, Philip S. Yu, Gang Liu, Bai Wang |
| 2012 | HySAD: a semi-supervised hybrid shilling attack detector for trustworthy product recommendation. Zhiang Wu, Junjie Wu, Jie Cao, Dacheng Tao |
| 2012 | Incorporating heterogeneous information for personalized tag recommendation in social tagging systems. Wei Feng, Jianyong Wang |
| 2012 | Inductive multi-task learning with multiple view data. Jintao Zhang, Jun Huan |
| 2012 | Information diffusion and external influence in networks. Seth A. Myers, Chenguang Zhu, Jure Leskovec |
| 2012 | Information processing in social networks. Ming-Syan Chen |
| 2012 | Information propagation game: a tool to acquire humanplaying data for multiplayer influence maximization on social networks. Hung-Hsuan Chen, Yan-Bin Ciou, Shou-De Lin |
| 2012 | Integrating community matching and outlier detection for mining evolutionary community outliers. Manish Gupta, Jing Gao, Yizhou Sun, Jiawei Han |
| 2012 | Integrating meta-path selection with user-guided object clustering in heterogeneous information networks. Yizhou Sun, Brandon Norick, Jiawei Han, Xifeng Yan, Philip S. Yu, Xiao Yu |
| 2012 | Intelligent advertising framework for digital signage. Phil Tian, Addicam V. Sanjay, Kunapareddy Chiranjeevi, Shahzad Malik Malik |
| 2012 | Intelligible models for classification and regression. Yin Lou, Rich Caruana, Johannes Gehrke |
| 2012 | Interacting viruses in networks: can both survive? Alex Beutel, B. Aditya Prakash, Roni Rosenfeld, Christos Faloutsos |
| 2012 | Interaction and collective intelligence in internet computing. Deyi Li |
| 2012 | Intrusion as (anti)social communication: characterization and detection. Qi Ding, Natallia Katenka, Paul Barford, Eric D. Kolaczyk, Mark Crovella |
| 2012 | Joint optimization of bid and budget allocation in sponsored search. Weinan Zhang, Ying Zhang, Bin Gao, Yong Yu, Xiaojie Yuan, Tie-Yan Liu |
| 2012 | Key lessons learned building recommender systems for large-scale social networks. Christian Posse |
| 2012 | Keyword-propagation-based information enriching and noise removal for web news videos. Jun Zhang, Xiaoming Fan, Jianyong Wang, Lizhu Zhou |
| 2012 | LIEGE: : link entities in web lists with knowledge base. Wei Shen, Jianyong Wang, Ping Luo, Min Wang |
| 2012 | Large-scale distributed non-negative sparse coding and sparse dictionary learning. Vikas Sindhwani, Amol Ghoting |
| 2012 | Large-scale learning of word relatedness with constraints. Guy Halawi, Gideon Dror, Evgeniy Gabrilovich, Yehuda Koren |
| 2012 | Latent association analysis of document pairs. Gengxin Miao, Ziyu Guan, Louise E. Moser, Xifeng Yan, Shu Tao, Nikos Anerousis, Jimeng Sun |
| 2012 | Learning binary codes for collaborative filtering. Ke Zhou, Hongyuan Zha |
| 2012 | Learning from crowds in the presence of schools of thought. Yuandong Tian, Jun Zhu |
| 2012 | Learning in non-stationary environments with class imbalance. Thomas Ryan Hoens, Nitesh V. Chawla |
| 2012 | Learning personal + social latent factor model for social recommendation. Yelong Shen, Ruoming Jin |
| 2012 | Leveraging predictive modeling to reduce signal theft in a multi-service organization environment. Seymour Douglas |
| 2012 | Linear space direct pattern sampling using coupling from the past. Mario Boley, Sandy Moens, Thomas Gärtner |
| 2012 | Linear support vector machines via dual cached loops. Shin Matsushima, S. V. N. Vishwanathan, Alexander J. Smola |
| 2012 | Locally-scaled spectral clustering using empty region graphs. Carlos D. Correa, Peter Lindstrom |
| 2012 | Low rank modeling of signed networks. Cho-Jui Hsieh, Kai-Yang Chiang, Inderjit S. Dhillon |
| 2012 | Magnet community identification on social networks. Guan Wang, Yuchen Zhao, Xiaoxiao Shi, Philip S. Yu |
| 2012 | Maximizing return and minimizing cost with the right decision management systems. Rich Holada |
| 2012 | Maximum inner-product search using cone trees. Parikshit Ram, Alexander G. Gray |
| 2012 | Metro maps of science. Dafna Shahaf, Carlos Guestrin, Eric Horvitz |
| 2012 | Mining coherent subgraphs in multi-layer graphs with edge labels. Brigitte Boden, Stephan Günnemann, Holger Hoffmann, Thomas Seidl |
| 2012 | Mining contentions from discussions and debates. Arjun Mukherjee, Bing Liu |
| 2012 | Mining discriminative components with low-rank and sparsity constraints for face recognition. Qiang Zhang, Baoxin Li |
| 2012 | Mining emerging patterns by streaming feature selection. Kui Yu, Wei Ding, Dan A. Simovici, Xindong Wu |
| 2012 | Mining event periodicity from incomplete observations. Zhenhui Li, Jingjing Wang, Jiawei Han |
| 2012 | Mining heterogeneous information networks: the next frontier. Jiawei Han |
| 2012 | Mining large-scale, sparse GPS traces for map inference: comparison of approaches. Xuemei Liu, James Biagioni, Jakob Eriksson, Yin Wang, George Forman, Yanmin Zhu |
| 2012 | Mining recent temporal patterns for event detection in multivariate time series data. Iyad Batal, Dmitriy Fradkin, James H. Harrison Jr., Fabian Moerchen, Milos Hauskrecht |
| 2012 | Mining top-K high utility itemsets. Cheng-Wei Wu, Bai-En Shie, Vincent S. Tseng, Philip S. Yu |
| 2012 | Model mining for robust feature selection. Adam Woznica, Phong Nguyen, Alexandros Kalousis |
| 2012 | Modeling disease progression via fused sparse group lasso. Jiayu Zhou, Jun Liu, Vaibhav A. Narayan, Jieping Ye |
| 2012 | MoodLens: an emoticon-based sentiment analysis system for chinese tweets. Jichang Zhao, Li Dong, Junjie Wu, Ke Xu |
| 2012 | Multi-domain active learning for text classification. Lianghao Li, Xiaoming Jin, Sinno Jialin Pan, Jian-Tao Sun |
| 2012 | Multi-label hypothesis reuse. Sheng-Jun Huang, Yang Yu, Zhi-Hua Zhou |
| 2012 | Multi-source learning for joint analysis of incomplete multi-modality neuroimaging data. Lei Yuan, Yalin Wang, Paul M. Thompson, Vaibhav A. Narayan, Jieping Ye |
| 2012 | Multi-view clustering using mixture models in subspace projections. Stephan Günnemann, Ines Färber, Thomas Seidl |
| 2012 | Multimedia features for click prediction of new ads in display advertising. Haibin Cheng, Roelof van Zwol, Javad Azimi, Eren Manavoglu, Ruofei Zhang, Yang Zhou, Vidhya Navalpakkam |
| 2012 | NASA: achieving lower regrets and faster rates via adaptive stepsizes. Hua Ouyang, Alexander G. Gray |
| 2012 | Navigating information facets on twitter (NIF-T). Shamanth Kumar, Fred Morstatter, Grant Marshall, Huan Liu, Ullas Nambiar |
| 2012 | Nine real hard problems we'd like you to solve. Robin Li |
| 2012 | On "one of the few" objects. You Wu, Pankaj K. Agarwal, Chengkai Li, Jun Yang, Cong Yu |
| 2012 | On nested palindromes in clickstream data. Michel Speiser, Gianluca Antonini, Abderrahim Labbi, Juliana Sutanto |
| 2012 | On socio-spatial group query for location-based social networks. De-Nian Yang, Chih-Ya Shen, Wang-Chien Lee, Ming-Syan Chen |
| 2012 | On the separability of structural classes of communities. Bruno D. Abrahao, Sucheta Soundarajan, John E. Hopcroft, Robert Kleinberg |
| 2012 | Online allocation of display ads with smooth delivery. Anand Bhalgat, Jon Feldman, Vahab S. Mirrokni |
| 2012 | Online learning to diversify from implicit feedback. Karthik Raman, Pannaga Shivaswamy, Thorsten Joachims |
| 2012 | Open domain event extraction from twitter. Alan Ritter, Mausam, Oren Etzioni, Sam Clark |
| 2012 | Optimal exact least squares rank minimization. Shuo Xiang, Yunzhang Zhu, Xiaotong Shen, Jieping Ye |
| 2012 | Overlapping community detection via bounded nonnegative matrix tri-factorization. Yu Zhang, Dit-Yan Yeung |
| 2012 | Overlapping decomposition for causal graphical modeling. Lei Han, Guojie Song, Gao Cong, Kunqing Xie |
| 2012 | PageRank on an evolving graph. Bahman Bahmani, Ravi Kumar, Mohammad Mahdian, Eli Upfal |
| 2012 | Parallel field ranking. Ming Ji, Binbin Lin, Xiaofei He, Deng Cai, Jiawei Han |
| 2012 | PatentMiner: topic-driven patent analysis and mining. Jie Tang, Bo Wang, Yang Yang, Po Hu, Yanting Zhao, Xinyu Yan, Bo Gao, Minlie Huang, Peng Xu, Weichang Li, Adam K. Usadi |
| 2012 | Playlist prediction via metric embedding. Shuo Chen, Joshua L. Moore, Douglas R. Turnbull, Thorsten Joachims |
| 2012 | Position-normalized click prediction in search advertising. Ye Chen, Tak W. Yan |
| 2012 | Practical collapsed variational bayes inference for hierarchical dirichlet process. Issei Sato, Kenichi Kurihara, Hiroshi Nakagawa |
| 2012 | PubMed search and exploration with real-time semantic network construction. Jinoh Oh, Taehoon Kim, Sun Park, Hwanjo Yu |
| 2012 | Query-driven discovery of semantically similar substructures in heterogeneous networks. Xiao Yu, Yizhou Sun, Peixiang Zhao, Jiawei Han |
| 2012 | RainMon: an integrated approach to mining bursty timeseries monitoring data. Ilari Shafer, Kai Ren, Vishnu Naresh Boddeti, Yoshihisa Abe, Gregory R. Ganger, Christos Faloutsos |
| 2012 | Random forests for metric learning with implicit pairwise position dependence. Caiming Xiong, David M. Johnson, Ran Xu, Jason J. Corso |
| 2012 | Rank-loss support instance machines for MIML instance annotation. Forrest Briggs, Xiaoli Z. Fern, Raviv Raich |
| 2012 | RecMax: exploiting recommender systems for fun and profit. Amit Goyal, Laks V. S. Lakshmanan |
| 2012 | Review spam detection via temporal pattern discovery. Sihong Xie, Guan Wang, Shuyang Lin, Philip S. Yu |
| 2012 | Rise and fall patterns of information diffusion: model and implications. Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos |
| 2012 | Robust multi-task feature learning. Pinghua Gong, Jieping Ye, Changshui Zhang |
| 2012 | RolX: structural role extraction & mining in large graphs. Keith Henderson, Brian Gallagher, Tina Eliassi-Rad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Christos Faloutsos, Lei Li |
| 2012 | SHALE: an efficient algorithm for allocation of guaranteed display advertising. Vijay Bharadwaj, Peiji Chen, Wenjing Ma, Chandrashekhar Nagarajan, John A. Tomlin, Sergei Vassilvitskii, Erik Vee, Jian Yang |
| 2012 | SPF-GMKL: generalized multiple kernel learning with a million kernels. Ashesh Jain, S. V. N. Vishwanathan, Manik Varma |
| 2012 | Sampling minimal frequent boolean (DNF) patterns. Geng Li, Mohammed J. Zaki |
| 2012 | Scalable misbehavior detection in online video chat services. Xinyu Xing, Yu-Li Liang, Sui Huang, Hanqiang Cheng, Richard Han, Qin Lv, Xue Liu, Shivakant Mishra, Yi Zhu |
| 2012 | Searching and mining trillions of time series subsequences under dynamic time warping. Thanawin Rakthanmanon, Bilson J. L. Campana, Abdullah Mueen, Gustavo E. A. P. A. Batista, M. Brandon Westover, Qiang Zhu, Jesin Zakaria, Eamonn J. Keogh |
| 2012 | Selecting a characteristic set of reviews. Theodoros Lappas, Mark Crovella, Evimaria Terzi |
| 2012 | Semantic search and a new moore's law effect in knowledge engineering. Wei-Ying Ma |
| 2012 | Semi-supervised learning with mixed knowledge information. Fanhua Shang, Licheng Jiao, Fei Wang |
| 2012 | SeqiBloc: mining multi-time spanning blockmodels in dynamic graphs. Jeffrey Chan, Wei Liu, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao |
| 2012 | Similarity search in real world networks. Cuiping Li |
| 2012 | Siren: an interactive tool for mining and visualizing geospatial redescriptions. Esther Galbrun, Pauli Miettinen |
| 2012 | SmartDispatch: enabling efficient ticket dispatch in an IT service environment. Shivali Agarwal, Renuka Sindhgatta, Bikram Sengupta |
| 2012 | Social media data analysis for revealing collective behaviors. Aoying Zhou, Weining Qian, Haixin Ma |
| 2012 | Social sampling. Anirban Dasgupta, Ravi Kumar, D. Sivakumar |
| 2012 | Storytelling in entity networks to support intelligence analysts. Mahmud Shahriar Hossain, Patrick Butler, Arnold P. Boedihardjo, Naren Ramakrishnan |
| 2012 | Stratified k-means clustering over a deep web data source. Tantan Liu, Gagan Agrawal |
| 2012 | Streaming graph partitioning for large distributed graphs. Isabelle Stanton, Gabriel Kliot |
| 2012 | Subspace correlation clustering: finding locally correlated dimensions in subspace projections of the data. Stephan Günnemann, Ines Färber, Kittipat Virochsiri, Thomas Seidl |
| 2012 | Summarization-based mining bipartite graphs. Jing Feng, Xiao He, Bettina Konte, Christian Böhm, Claudia Plant |
| 2012 | SympGraph: a framework for mining clinical notes through symptom relation graphs. Parikshit Sondhi, Jimeng Sun, Hanghang Tong, ChengXiang Zhai |
| 2012 | TM-LDA: efficient online modeling of latent topic transitions in social media. Yu Wang, Eugene Agichtein, Michele Benzi |
| 2012 | Testing the significance of spatio-temporal teleconnection patterns. Jaya Kawale, Snigdhansu Chatterjee, Dominick Ormsby, Karsten Steinhaeuser, Stefan Liess, Vipin Kumar |
| 2012 | The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012 Qiang Yang, Deepak Agarwal, Jian Pei |
| 2012 | The contextual focused topic model. Xu Chen, Mingyuan Zhou, Lawrence Carin |
| 2012 | The long and the short of it: summarising event sequences with serial episodes. Nikolaj Tatti, Jilles Vreeken |
| 2012 | The missing models: a data-driven approach for learning how networks grow. Rob Patro, Geet Duggal, Emre Sefer, Hao Wang, Darya Filippova, Carl Kingsford |
| 2012 | The untold story of the clones: content-agnostic factors that impact YouTube video popularity. Youmna Borghol, Sebastien Ardon, Niklas Carlsson, Derek L. Eager, Anirban Mahanti |
| 2012 | TourViz: interactive visualization of connection pathways in large graphs. Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos |
| 2012 | Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach. Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi |
| 2012 | Towards social user profiling: unified and discriminative influence model for inferring home locations. Rui Li, Shengjie Wang, Hongbo Deng, Rui Wang, Kevin Chen-Chuan Chang |
| 2012 | Transductive multi-label ensemble classification for protein function prediction. Guo-Xian Yu, Carlotta Domeniconi, Huzefa Rangwala, Guoji Zhang, Zhiwen Yu |
| 2012 | Transparent user models for personalization. Khalid El-Arini, Ulrich Paquet, Ralf Herbrich, Jurgen Van Gael, Blaise Agüera y Arcas |
| 2012 | Trustworthy online controlled experiments: five puzzling outcomes explained. Ron Kohavi, Alex Deng, Brian Frasca, Roger Longbotham, Toby Walker, Ya Xu |
| 2012 | Two approaches to understanding when constraints help clustering. Ian Davidson |
| 2012 | UFIMT: an uncertain frequent itemset mining toolbox. Yongxin Tong, Lei Chen, Philip S. Yu |
| 2012 | USpan: an efficient algorithm for mining high utility sequential patterns. Junfu Yin, Zhigang Zheng, Longbing Cao |
| 2012 | Understanding users' satisfaction for search engine evaluation. Gordon Sun |
| 2012 | Unsupervised feature selection for linked social media data. Jiliang Tang, Huan Liu |
| 2012 | VOXSUP: a social engagement framework. Yusheng Xie, Daniel Honbo, Alok N. Choudhary, Kunpeng Zhang, Yu Cheng, Ankit Agrawal |
| 2012 | Vertex neighborhoods, low conductance cuts, and good seeds for local community methods. David F. Gleich, C. Seshadhri |
| 2012 | Visual exploration of collaboration networks based on graph degeneracy. Christos Giatsidis, Klaus Berberich, Dimitrios M. Thilikos, Michalis Vazirgiannis |
| 2012 | Web image prediction using multivariate point processes. Gunhee Kim, Li Fei-Fei, Eric P. Xing |
| 2012 | eTrust: understanding trust evolution in an online world. Jiliang Tang, Huiji Gao, Huan Liu, Atish Das Sarma |