Accepted Papers

Research Track
Industrial and Government Track

Research Track

Paper ID: 613
Title: A Near-linear Time Approximation Algorithm for Angle-based Outlier Detection in High-dimensional Data
Author(s): Ninh Pham*, IT University of Copenhagen; Rasmus Pagh,

Paper ID: 465
Title: A Probabilistic Model for Multimodal Hash Function Learning
Author(s): Yi Zhen*, HKUST; Dit-Yan Yeung, HKUST

Paper ID: 794
Title: A Shapelet Transform for Time Series Classification
Author(s): Jason Lines*, University of East Anglia; Luke Davis, University of East Anglia; Jon Hills, University of East Anglia; Anthony Bagnall, University of East Anglia

Paper ID: 141
Title: A Simple Methodology for Soft Cost-sensitive Classification
Author(s): Te-Kang Jan, Institute of Information Science, Academia Sinica; Da-Wei Wang, Institute of Information Science, Academia Sinica, Taipei, Taiwan; Chi-Hung Lin, Institute of Microbiology and Immunology, National Yang-Ming University; Hsuan-Tien Lin*, Department of Computer Science, National Taiwan University

Paper ID: 78
Title: A Sparsity-Inducing Formulation for Evolutionary Co-Clustering
Author(s): Shuiwang Ji*, Old Dominion Univ; Wenlu Zhang, Old Dominion University; Jun Liu, Siemens Corporate Research at Princeton

Paper ID: 636
Title: A Structural Cluster Kernel for Learning on Graphs
Author(s): Madeleine Seeland*, Technical University Munich; Andreas Karwath, Johannes Gutenberg-Universitaet Mainz; Stefan Kramer,

Paper ID: 92
Title: Accelerated Singular Value Thresholding for Matrix Completion
Author(s): Yao Hu*, Zhejiang university; Debing Zhang, Zhejiang university; Jun Liu, Siemens Corporate Research at Princeton; Jieping Ye, Arizona State University; Xiaofei He,

Paper ID: 464
Title: Active Learning for Online Bayesian Matrix Factorization
Author(s): Jorge Silva*, Duke University; Lawrence Carin, Duke University

Paper ID: 929
Title: Active Sampling for Entity Matching
Author(s): Kedar Bellare, Yahoo! Research; Suresh Iyengar; Aditya Parameswaran*, Stanford University; Vibhor Rastogi, Yahoo! Research

Paper ID: 607
Title: Active Spectral Clustering via Iterative Uncertainty Reduction
Author(s): Fabian Wauthier*, UC, Berkeley; Nebojsa Jojic, Microsoft; Michael Jordan, UC Berkeley

Paper ID: 429
Title: Adversarial Support Vector Machine Learning
Author(s): Yan Zhou*, University of Texas at Dallas; Murat Kantarcioglu, University of Texas at Dallas; Bhavani Thuraisingham, University of Texas at Dallas; Bowei Xi, Purdue University

Paper ID: 835
Title: Aggregating Web Offers to Determine Product Prices
Author(s): Samuel Ieong*, Microsoft Research; Rakesh Agrawal, Microsoft Research

Paper ID: 277
Title: An Enhanced Relevance Criterion For More Concise Supervised Pattern Discovery
Author(s): Henrik Grosskreutz*, Fraunhofer IAIS; Daniel Paurat, Uni Bonn; Stefan Rüping, Fraunhofer IAIS

Paper ID: 419
Title: Anonymizing Set-Valued Data by Nonreciprocal Recoding
Author(s): Mingqiang Xue, National University of Singapore; Panagiotis Karras*, Rutgers University; Chedy Raissi, INRIA; Jaideep Vaidya, Rutgers Univ.; Kian-Lee Tan, National University of Singapore

Paper ID: 836
Title: Automatic Taxonomy Construction from Keywords
Author(s): Xueqing Liu, Microsoft Research Asia; Yangqiu Song*, Microsoft Research Asia; Shixia Liu, Microsoft Research Asia; Haixun Wang, Microsoft Asia

Paper ID: 515
Title: Batch Mode Active Sampling based on Marginal Probability Distribution Matching
Author(s): Rita Chattopadhyay*, Arizona State University; Zheng Wang, Arizona State University; Wei Fan, IBM T.J.Watson Research; Ian Davidson, University of California - Davis; Sethuraman Panchanathan, Arizona State University; Jieping Ye, Arizona State University

Paper ID: 209
Title: Capacitated Team Formation Problem on Social Networks
Author(s): A Majumder*, Bell Labs; Samik Datta, Bell Labs; Naidu KVM, Yahoo Labs, Bangalore

Paper ID: 531
Title: Chromatic Correlation Clustering
Author(s): Francesco Bonchi, Yahoo! Research; Aristides Gionis*, Yahoo Research; Francesco Gullo, Yahoo! Research, Barcelona; Antti Ukkonen, Yahoo!

Paper ID: 371
Title: Circle-based Recommendation in Online Social Networks
Author(s): Xiwang Yang*, ECE department, Polytechnic In; Harald Steck, Bell Labs, Alcatel-Lucent Murray Hill, NJ; yong Liu, ECE department, Polytechnic Institute of New York University

Paper ID: 136
Title: ComSoc: Adaptive Transfer of User Behaviors across Composite Social Networks
Author(s): Erheng Zhong*, HKUST; Wei Fan, IBM Research; Junwei Wang; Lei Xiao; Yong Li

Paper ID: 351
Title: Coordinate Descent Algorithm for Non-Negative Matrix Factorization with Bregman Divergences
Author(s): Liangda Li*, Georgia Tech; Guy Lebanon, Georgia Institute of Technology; Haesun Park, Georgia Tech

Paper ID: 535
Title: Cross-domain Collaboration Recommendation
Author(s): Jie Tang*, Tsinghua University; Sen Wu, Tsinghua University; Jimeng Sun, IBM; Hang Su, Beihang University

Paper ID: 563
Title: DEMON: a Local-First Discovery Method for Overlapping Communities
Author(s): Michele Coscia*, Harvard Kennedy School; Giulio Rossetti, ISTI CNR; Fosca Giannotti, ISTI-CNR; Dino Pedreschi, KDD Lab, Univ. Pisa, Italy

Paper ID: 580
Title: Dependency Clustering Across Measurement Scales
Author(s): Claudia Plant*, Florida State University

Paper ID: 163
Title: Detecting Changes of Clustering Structures Using Normalized Maximum Likelihood Coding
Author(s): So Hirai*, Univ. of Tokyo; Kenji Yamanishi, University of Tokyo

Paper ID: 601
Title: Different Slopes for Different Folks - Mining for Exceptional Regression Models with Cook's Distance
Author(s): Wouter Duivesteijn*, LIACS, Leiden University; Ad Feelders, ICS, Utrecht University; Arno Knobbe, LIACS, Leiden University

Paper ID: 394
Title: Differential Identifiability
Author(s): Jaewoo Lee*, Purdue University; Chris Clifton, Purdue University

Paper ID: 682
Title: Discovering Lag Intervals for Temporal Dependencies
Author(s): Liang Tang*, Florida International Univ; Tao Li, Florida International University; Larisa Shwartz, IBM Watson Research Center

Paper ID: 909
Title: Discovering Value from Community Activity on Focused Question-Answering Sites: A Case Study of Stack Overflow
Author(s): Ashton Anderson*, Stanford; Dan Huttenlocher, Cornell University; Jon Kleinberg, Cornell University; Jure Leskovec, Stanford University

Paper ID: 301
Title: Discriminative Clustering for Market Segmentation
Author(s): Peter Haider*, University of Potsdam; Luca Chiarandini; Ulf Brefeld,

Paper ID: 104
Title: Efficient and Domain-Invariant Competitor Mining
Author(s): Theodoros Lappas*, Boston University; George Valkanas; Dimitrios Gunopulos, University of Athens

Paper ID: 552
Title: Efficient evaluation of large sequence kernels
Author(s): Pavel Kuksa*, NEC Laboratories America, Inc; Vladimir Pavlovic, Rutgers University

Paper ID: 558
Title: Efficient Event Pattern Matching with Match Windows
Author(s): Bruno Cadonna*, Free University of Bolzano; Johann Gamper, Free University of Bolzano; Michael Boehlen, University of Zurich

Paper ID: 467
Title: Efficient Frequent Item Counting in Multi-Core Hardware
Author(s): Pratanu Roy*, ETHZ Zurich; Jens Teubner, ETH Zurich; Gustavo Alonso, ETH Zurich

Paper ID: 258
Title: Efficient Personalized PageRank with Accuracy Assurance
Author(s): Yasuhiro Fujiwara*, NTT Cyber Space Lab; Makoto Nakatsuji, NTT Cyber Solutions La; Takeshi Yamamuro, NTT Cyber Space Lab; Hiroaki Shiokawa, NTT Cyber Space Lab; Makoto Onizuka, NTT Cyber Space Lab

Paper ID: 127
Title: Estimating Entity Importance via Counting Set Covers
Author(s): Aristides Gionis, Yahoo Research; Theodoros Lappas*, Boston University; Evimaria Terzi, Boston University

Paper ID: 99
Title: eTrust: Understanding Trust Evolution in an Online World
Author(s): Jiliang Tang*, ARIZONA STATE UNIVERISTY; Huiji Gao, ARIZONA STATE UNIVERISTY; Huan Liu, ARIZONA STATE UNIVERISTY; Atish Das Sarma, eBay Research Labs

Paper ID: 890
Title: Event-based Social Networks: Linking the Online and Offline Social Worlds
Author(s): Xingjie Liu*, The Pennsalvania State Univ; QI HE, IBM Almaden Research Center; Yuanyuan Tian, IBM Almaden Research; Wang-Chien Lee, Pennsylvania State University; John McPherson, IBM Almaden Research Center; Jiawei Han, University of Illinois at Urbana-Champaign

Paper ID: 893
Title: Factoring Past Exposure in Display Advertising Targeting
Author(s): abhimanyu Das*, Yahoo! Research; Sandeep Pandey, Twitter; Vijay Narayanan, Yahoo; Neha Gupta, University of Maryland, College Park

Paper ID: 569
Title: Fast Algorithms for Comprehensive N-point Correlation Estimates
Author(s): William March*, Georgia Tech; Andrew Connolly, University of Washington; Alexander Gray, Georgia Tech

Paper ID: 414
Title: Fast Algorithms for Maximal Clique Enumeration with Limited Memory
Author(s): James Cheng*, NTU, Singapore; Linhong Zhu, A*Star, Singapore; Yiping Ke, Institute of High Performance Computing, Singapore; Shumo Chu, NTU, Singapore

Paper ID: 183
Title: Fast Mining and Forecasting of Complex Time-Stamped Events
Author(s): Yasuko Matsubara*, Kyoto University; Yasushi Sakurai, NTT; Christos Faloutsos; Tomoharu Iwata, NTT; Masatoshi Yoshikawa, kyoto university

Paper ID: 696
Title: Feature Grouping and Selection Over an Undirected Graph
Author(s): Sen Yang*, Arizona State University; Lei Yuan, Arizona State University; Peter Wonka, Arizona State University; Jieping Ye, Arizona State University

Paper ID: 242
Title: Finding Minimum Representative Pattern Sets
Author(s): Guimei Liu *, NUS; Haojun Zhang, NUS; Limsoon Wong, NUS

Paper ID: 614
Title: Finding Trendsetters in Information Networks
Author(s): Diego Saez-Trumper*, Universitat Pompeu Fabra; Giovanni Comarela, UFMG; Virgilio Almeida, ufmg; Ricardo Baeza-Yates, Yahoo! Reserach; Fabricio Benevenuto , Universidade Federal de Ouro Preto

Paper ID: 620
Title: From User Comments to On-line Conversations
Author(s): Chunyan Wang*, Stanford University; Mao Ye, Social Computing Group, HP Labs, California, USA; bernardo Huberman, Social Computing Group, HP Labs, California, USA

Paper ID: 356
Title: GigaTensor: Scaling Tensor Analysis Up By 100 Times - Algorithms and Discoveries
Author(s): U Kang*, Carnegie Mellon University; Evangelos Papalexakis, Carnegie Mellon University; Abhay Harpale, Carnegie Mellon University; Christos Faloutsos,

Paper ID: 459
Title: Incorporating Heterogenous Information for Personalized Tag Recommendation in Social Tagging Systems
Author(s): Wei Feng*, Tsinghua University; Jianyong Wang, Tsinghua University

Paper ID: 920
Title: Inductive Multi-task Learning with Multiple View Data
Author(s): Jintao Zhang*, University of Kansas; Jun Huan, University of Kansas

Paper ID: 798
Title: Information Diffusion and External Influence in Networks
Author(s): Seth Myers*, Stanford University; Jure Leskovec, Stanford University; Chenguang Zhu, Stanford University

Paper ID: 110
Title: Integrating Community Matching and Outlier Detection for Mining Evolutionary Community Outliers
Author(s): Manish Gupta*, UIUC; Jing Gao, Univ. of Buffalo; Yizhou Sun, UIUC; Jiawei Han, University of Illinois at Urbana-Champaign

Paper ID: 740
Title: Integrating Meta-Path Selection with User Guided Object Clustering in Heterogeneous Information Networks
Author(s): Yizhou Sun*, UIUC; Brandon Norick; Jiawei Han, University of Illinois at Urbana-Champaign; Xifeng Yan, University of California Santa Barbara; Philip Yu, University of Illinois at Chicago; Xiao Yu, UIUC

Paper ID: 22
Title: Intelligible Models for Classification and Regression
Author(s): Yin Lou*, Cornell University; Rich Caruana, Microsoft Research; Johannes Gehrke, Cornell University

Paper ID: 376
Title: Interacting Viruses in Networks: Can Both Survive?
Author(s): Alex Beutel*, Carnegie Mellon University; B. Aditya Prakash, Carnegie Mellon University; Roni Rosenfeld, CMU; Christos Faloutsos,

Paper ID: 781
Title: Intrusion as (Anti)social Communication: Characterization and Detection
Author(s): Qi Ding, Boston University; Natallia Katenka, Boston University; Paul Barford*, University of Wisconsin; Eric Kolaczyk, Boston University; Mark Crovella, Boston University

Paper ID: 235
Title: Joint Optimization of Bid and Budget Allocation in Sponsored Search
Author(s): Weinan Zhang, Shanghai Jiao Tong University; Ying Zhang, Nankai University; Bin Gao*, Microsoft Research Asia; Yong Yu, Shanghai Jiao Tong University; Xiaojie Yuan, Nankai University; Tie-Yan Liu, Microsoft Research

Paper ID: 435
Title: Large-scale Distributed Non-negative Sparse Coding and Sparse Dictionary Learning
Author(s): Vikas Sindhwani*, IBM Research; Amol Ghoting, IBM TJ Watson Research Center

Paper ID: 424
Title: Large-Scale Learning of Word Relatedness with Constraints
Author(s): Guy Halawi, Tel Aviv University; Gideon Dror, Yahoo! Research; Evgeniy Gabrilovich*, Yahoo! Research; Yehuda Koren, Google

Paper ID: 512
Title: Latent Association Analysis of Document Pairs
Author(s): Gengxin Miao*, UCSB; Ziyu Guan, UC Santa Barbara; Louise Moser, UC Santa Barbara; Xifeng Yan, University of California Santa Barbara; Shu Tao, IBM Research; Nikos Anerousis, IBM Research; Jimeng Sun, IBM Research

Paper ID: 749
Title: Learning Binary Codes for Collaborative Filtering
Author(s): Ke Zhou*, Georgia Tech; Hongyuan Zha, Georgia Tech

Paper ID: 456
Title: Learning from Crowds in the Presence of Schools of Thought
Author(s): Yuandong Tian*, Carnegie Mellon University; Jun Zhu, Tsinghua University

Paper ID: 671
Title: Learning in Non-stationary Environments with Class Imbalance
Author(s): Thomas Hoens*, University of Notre Dame; Nitesh Chawla, University of Notre Dame

Paper ID: 901
Title: Learning Personal+Social Latent Factor Model for Social Recommendation
Author(s): Yelong Sheng*, Kent State University; Ruoming Jin, Kent State University

Paper ID: 522
Title: LIEGE: Link Entities in Web Lists with Knowledge Base
Author(s): Wei Shen*, Tsinghua University; Jianyong Wang, Tsinghua University; Ping Luo, HP Lab; Min Wang, HP labs, China

Paper ID: 547
Title: Linear Space Direct Pattern Sampling using Coupling From The Past
Author(s): Mario Boley*, Fraunhofer IAIS; Sandy Moens, University of Antwerp; Thomas Gaertner, Fraunhofer IAIS & University of Bonn

Paper ID: 782
Title: Linear Support Vector Machines via Dual Cached Loops
Author(s): Shin Matsushima*, The University of Tokyo; S. V. N. Vishwanathan, Purdue University; Alex Smola, Yahoo! Research

Paper ID: 593
Title: Locally-Scaled Spectral Clustering using Empty Region Graphs
Author(s): Carlos Correa*, LLNL; Peter Lindstrom, LLNL

Paper ID: 931
Title: Low Rank Modeling for Signed Networks
Author(s): Cho-Jui Hsieh, UT Austin; Kai-Yang Chiang*, University of Texas at Austin; Inderjit Dhillon, University of Texas, Austin

Paper ID: 145
Title: Magnet Community Identification on Social Networks
Author(s): Guan Wang*, UIC; Yuchen Zhao; Xiaoxiao Shi, UIC; Philip S Yu, UIC

Paper ID: 216
Title: Maximum Inner-Product Search using Cone Trees
Author(s): Parikshit Ram*, Geogia Institute of Technology; Alexander Gray, Georgia Tech

Paper ID: 760
Title: Metro Maps of Science
Author(s): Dafna Shahaf*, Carnegie Mellon University; Carlos Guestrin, Carnegie Mellon University

Paper ID: 497
Title: Mining Coherent Subgraphs in Multi-Layer Graphs with Edge Labels
Author(s): Brigitte Boden*, RWTH Aachen University; Stephan Günnemann, RWTH Aachen University; Holger Hoffmann, RWTH Aachen University; Thomas Seidl, RWTH Aachen

Paper ID: 314
Title: Mining Contentions from Discussions and Debates
Author(s): Arjun Mukherjee*, University of Illinois Chicago; Bing Liu, University of Illinois at Chicago

Paper ID: 54
Title: Mining Discriminative Components With Low-Rank And Sparsity Constraints for Face Recognition
Author(s): Qiang Zhang, Arizona State University; Baoxin Li*, Arizona State Univerisity

Paper ID: 373
Title: Mining Emerging Patterns by Streaming Feature Selection
Author(s): Kui Yu*, Hefei University of Technology; Wei Ding, University of Massachusetts Boston; Dan Simovici; Xindong Wu, University of Vermont

Paper ID: 935
Title: Mining Large-Scale, Sparse GPS Traces for Map Inference: Comparison of Approaches
Author(s): Xuemei Liu, Shanghai Jiao Tong University; James Biagioni, Dept. of CS, Univ. of Illinois at Chicago; Yin Wang, HP Labs; Jakob Eriksson, Dept. of CS, Univ. of Illinois at Chicago; George Forman*, HP Labs; Yanmin Zhu, Shanghai Jiao Tong University

Paper ID: 758
Title: Mining Recent Temporal Patterns for Event Detection in Multivariate Time Series Data
Author(s): Iyad Batal*, University of Pittsburgh; Dmitriy Fradkin, Siemens Corporate Research; James Harrison, University of Virginia; Fabian Moerchen, Siemens Corporate Research; Milos Hauskrecht, University of Pittsburgh

Paper ID: 880
Title: Mining Top-K High Utility Itemsets
Author(s): Cheng-Wei Wu, National Cheng Kung University; Bai-En Shie, National Cheng Kung University; Philip Yu, University of Illinois at Chicago; Vincent Tseng*, National Cheng Kung Univ

Paper ID: 284
Title: Model Mining for Robust Feature Selection
Author(s): Adam Woznica*, University of Geneva; Phong Nguyen, University of Geneva; Alexandros Kalousis, University Of Applied Sciences, Western Switzerland

Paper ID: 796
Title: Modeling Disease Progression via Fused Sparse Group Lasso
Author(s): Jiayu Zhou; Jun Liu, Arizona State University; Vaibhav Narayan, Johnson & Johnson Pharmaceutical Research & Development; Jieping Ye*, Arizona State University

Paper ID: 756
Title: Multi-Domain Active Learning for Text Classification
Author(s): Lianghao Li*, Tsinghua University; Xiaoming Jin, Tsinghua University; Sinno Pan, Institute for Infocomm Research; Jian-Tao Sun, Microsoft Research

Paper ID: 723
Title: Multi-Label Hypothesis Reuse
Author(s): Sheng-Jun Huang, Nanjing University; Yang Yu, Nanjing University; Zhi-Hua Zhou*, Nanjing University

Paper ID: 688
Title: Multi-View Clustering Using Mixture Models in Subspace Projections
Author(s): Stephan Günnemann*, RWTH Aachen University; Ines Faerber, RWTH Aachen University; Thomas Seidl, RWTH Aachen

Paper ID: 494
Title: NASA: Achieving Lower Regrets and Faster Rates via Adaptive Stepsizes
Author(s): Hua Ouyang*, Georgia Tech; Alexander Gray, Georgia Tech

Paper ID: 843
Title: On One of the Few Objects
Author(s): You Wu*, Duke University; Pankaj Agarwal, Duke University; Chengkai Li, Univ. of Texas at Arlington; Jun Yang, Duke University; Cong Yu, Google Research

Paper ID: 510
Title: On Nested Palindromes in Clickstream Data
Author(s): Michel Speiser*, IBM Research; Gianluca Antonini, IBM Research; Abderrahim Labbi, IBM Research

Paper ID: 473
Title: On Socio-Spatial Group Query for Location-Based Social Networks
Author(s): De-Nian Yang, Academia Sinica; Chih-Ya Shen*, National Taiwan University; Wang-Chien Lee, Pennsylvania State University; Ming-Syan Chen, NTU

Paper ID: 917
Title: On the Separability of Structural Classes of Communities
Author(s): Bruno Abrahao*, Cornell University; Sucheta Soundarajan, Cornell University; John Hopcroft, Cornell University; Robert Kleinberg, Cornell University

Paper ID: 907
Title: Online Allocation of Display Ads with Smooth Delivery
Author(s): Anand Bhalgat*, University of Pennsylvania; Jon Feldman, Google Inc; Vahab Mirrokni, Google Research

Paper ID: 833
Title: Online Learning to Diversify from Implicit Feedback
Author(s): Karthik Raman*, Cornell University; Pannaga Shivaswamy, Cornell University; Thorsten Joachims, Cornell University

Paper ID: 80
Title: Open Domain Event Extraction from Twitter
Author(s): Alan Ritter*, University of Washington; Mausam Mausam, University of Washington; Oren Etzioni, University of Washington; Sam Clark, University of Washington

Paper ID: 380
Title: Optimal Exact Least Squares Rank Minimization
Author(s): Shuo Xiang*, Arizona State University; Yunzhang Zhu; Xiaotong Shen; Jieping Ye, Arizona State University

Paper ID: 379
Title: Overlapping Community Detection via Bounded Non-Negative Matrix Tri-Factorization
Author(s): Yu Zhang*, HKUST; Dit-Yan Yeung, HKUST

Paper ID: 506
Title: Overlapping Decomposition for Causal Graphical Modeling
Author(s): Han Lei*, Peking University; Song Guojie, Peking University; Gao Cong, Nanyang Technological University; Xie Kunqing, Peking University

Paper ID: 693
Title: PageRank on an Evolving Graph
Author(s): Bahman Bahmani, Stanford; Ravi Kumar*, Yahoo! Research; Mohammad Mahdian, Google; Eli Upfal, Brown U

Paper ID: 226
Title: Parallel Field Ranking
Author(s): Ming Ji*, UIUC; Binbin Lin, Zhejiang University; Xiaofei He, Zhejiang University; Deng Cai, Zhejiang University; Jiawei Han, University of Illinois at Urbana-Champaign

Paper ID: 397
Title: Period Detection for Sparse and Incomplete Event Data
Author(s): Zhenhui Li*, UIUC; Jingjing Wang, UIUC; Jiawei Han, University of Illinois at Urbana-Champaign

Paper ID: 913
Title: Playlist Prediction via Metric Embedding
Author(s): Shuo Chen, Cornell University; Joshua Moore*, Cornell University; Douglas Turnbull, Ithaca College; Thorsten Joachims, Cornell University

Paper ID: 485
Title: Practical Collapsed Variational Bayes Inference for Hierarchical Dirichlet Process
Author(s): Issei Sato*, University of Tokyo; Kenichi Kurihara, Google; Hiroshi Nakagawa, University of Tokyo

Paper ID: 680
Title: Random Forests for Metric Learning with Implicit Pairwise Position Dependence
Author(s): Caiming Xiong*, SUNY at Buffalo; David Johnson, SUNY at Buffalo; Ran Xu, SUNY at Buffalo; Jason Corso, SUNY at Buffalo

Paper ID: 819
Title: Rank-Loss Support Instance Machines for MIML Instance Annotation
Author(s): Forrest Briggs*, Oregon State University; Xiaoli Fern, Oregon State University; Raviv Raich, Oregon State University

Paper ID: 727
Title: RecMax: Exploiting Recommender Systems for Fun and Profit
Author(s): Laks Lakshmanan, The University of British Columbia; Amit Goyal*, University of British Columbia

Paper ID: 41
Title: Review Spam Detection via Temporal Pattern Discovery
Author(s): Sihong Xie*, UIC; Guan Wang, UIC; Shuyang Lin, UIC; Philip S Yu, UIC

Paper ID: 181
Title: Rise and Fall Patterns of Information Diffusion: Model and Implications
Author(s): Yasuko Matsubara*, Kyoto University; Yasushi Sakurai, NTT; B. Aditya Prakash, Carnegie Mellon University; Lei Li, University of California - Berkeley; Christos Faloutsos,

Paper ID: 87
Title: Robust Multi-Task Feature Learning
Author(s): Pinghua Gong*, Tsinghua University; Jieping Ye, Arizona State University; Changshui Zhang, Tsinghua University

Paper ID: 353
Title: RolX: Structural Role Extraction & Mining in Large Graphs
Author(s): Keith Henderson, Lawrence Livermore National Laboratory; Brian Gallagher, Lawrence Livermore National Laboratory; Tina Eliassi-Rad*, Rutgers University; Hanghang Tong, IBM Research; Sugato Basu, Google Research; Leman Akoglu, Carnegie Mellon University; Danai Koutra, Carnegie Mellon University; Lei Li, Carnegie Mellon University; Christos Faloutsos,

Paper ID: 887
Title: Sampling Minimal Frequent Boolean (DNF) Patterns
Author(s): Geng Li, Rensselaer Polytechnic Inst.; Mohammed Zaki*, Rensselaer Polytechnic Institute

Paper ID: 12
Title: Searching and Mining Trillions of Time Series Subsequences under Dynamic Time Warping
Author(s): Thanawin Rakthanmanon*, UC Riverside; Bilson Campana, UC Riverside; Abdullah Mueen, Microsoft Research; Gustavo Batista, University of Sao Paulo; Brandon Westover; Qiang Zhu, UC Riverside; Jesin Zakaria, UC Riverside; Eamonn Keogh, University of California - Riverside

Paper ID: 177
Title: Selecting a Set of Characteristic Reviews
Author(s): Theodoros Lappas*, Boston University; Mark Crovella, Boston University; Evimaria Terzi, Boston University

Paper ID: 288
Title: Semi-supervised Learning with Mixed Knowledge Information
Author(s): Fanhua Shang*, Xidian University ; L.C. Jiao; Fei Wang, IBM Research

Paper ID: 752
Title: SeqiBloc: Mining Multi-time Spanning Blockmodels in Dynamic Graphs
Author(s): Jeffrey Chan*, The University of Melbourne, Australia; Wei Liu, University of Melbourne; Christopher Leckie, The University of Melbourne, Australia; James Bailey, The University of Melbourne; Kotagiri Ramamohanarao, The University of Melbourne, Australia

Paper ID: 720
Title: SHALE: An Efficient Algorithm for Allocation of Guaranteed Display Advertising
Author(s): Vijay Bharadwaj, NetFlix; Peiji Chen, Yahoo! Labs; Wenjing Ma, Yahoo! Labs; Chandrashekar Nagarajan, Yahoo! Labs; John Tomlin, opTomax Solutions; Sergei Vassilvitskii, Yahoo! Research; Erik Vee*, Yahoo! Research; Jian Yang, Yahoo! Labs

Paper ID: 609
Title: Social Sampling
Author(s): Anirban Dasgupta*, Yahoo Research; Ravi Kumar, Yahoo! Research; D Sivakumar, Yahoo Research

Paper ID: 540
Title: Spectral Projected Gradient Descent for Efficient and Large Scale Generalized Multiple Kernel Learning
Author(s): Ashesh Jain*, IIT Delhi; S. V. N. Vishwanathan, Purdue University; Manik Varma, Microsoft Research India

Paper ID: 582
Title: Stratified K-means Clustering Over A Deep Web Data Source
Author(s): Tantan Liu, The Ohio State University; Gagan Agrawal*, The Ohio State University

Paper ID: 325
Title: Streaming Graph Partitioning for Distributing Graphs
Author(s): Isabelle Stanton*, UC Berkeley; Gabriel Kliot, Microsoft Research

Paper ID: 550
Title: Subspace Correlation Clustering: Finding Locally Correlated Dimensions in Subspace Projections of the Data
Author(s): Stephan Günnemann*, RWTH Aachen University; Ines Faerber, RWTH Aachen University; Kittipat Virochsiri, RWTH Aachen University; Thomas Seidl, RWTH Aachen

Paper ID: 469
Title: Summarization-based Mining Bipartite Graphs
Author(s): Jing Feng; Xiao He; Bettina Konte; Christian Boehm; Claudia Plant*, Florida State University

Paper ID: 716
Title: Testing the Significance of Spatio-temporal Teleconnection Patterns
Author(s): Jaya Kawale*, University of Minnesota; Snigdhansu Chatterjee; Dominick Ormsby; Karsten Steinhaueser, University of Minnesota; Stefan Liess; Vipin Kumar, University of Minnisota

Paper ID: 213
Title: The Contextual Focused Topic Model
Author(s): Xu Chen*, Duke Univeristy; Mingyuan Zhou, Duke University; Lawrence Carin, Duke University

Paper ID: 470
Title: The Long and the Short of It: Summarizing Event Sequences with Serial Episodes
Author(s): Nikolaj Tatti*, University of Antwerp; Jilles Vreeken, University of Antwerp, Belgium

Paper ID: 934
Title: The Missing Models: A Data-Driven Approach for Learning How Networks Grow
Author(s): Rob Patro, University of Maryland; Geet Duggal, University of Maryland; Emre Sefer, University of Maryland; Hao Wang, University of Maryland; Darya Filippova, University of Maryland; Carl Kingsford*, University of Maryland

Paper ID: 591
Title: The Untold Story of the Clones: Content-agnostic Factors that Impact YouTube Video Popularity
Author(s): Youmna Borghol, NICTA; Sebastien Ardon, NICTA; Niklas Carlsson*, Linkoping University; Derek Eager, University of Saskatchewan; Anirban Mahanti, National ICT Australia (NICTA)

Paper ID: 640
Title: TM-LDA: Efficient Online Modeling of the Latent Topic Transitions in Social Media
Author(s): Yu Wang*, Emory University; Eugene Agichtein, Emory University; Michele Benzi, Emory University

Paper ID: 398
Title: Towards Heterogeneous Temporal Clinical Event Pattern Discovery: A Convolutional Approach
Author(s): Fei Wang*, IBM Research; Noah Lee; Jianying Hu, IBM T.J. Watson Research Center; Jimeng Sun, IBM; Shahram Ebadollahi, IBM

Paper ID: 89
Title: Towards Social User Profiling: Unified and Discriminative Influence Model for Inferring Home Locations
Author(s): Rui Li*, University of Illinois; Shengjie Wang; Hongbo Deng; Kevin Chang,

Paper ID: 532
Title: Transductive Multi-label Ensemble Classification for Protein Function Prediction
Author(s): Guoxian Yu*, South China Univ of Technology; Carlotta Domeniconi, George Mason University ; Huzefa Rangwala, George Mason University; Guoji Zhang, South China University of Technology; Zhiwen Yu,

Paper ID: 86
Title: Transparent User Models for Personalization
Author(s): Khalid El-Arini*, Carnegie Mellon University; Ulrich Paquet, Microsoft Research; Ralf Herbrich, Facebook, Inc.; Jurgen Van Gael, Rangespan Ltd.; Blaise Aguera y Arcas, Microsoft Corp.

Paper ID: 492
Title: Two Approaches To Understanding When Constraints Help Clustering
Author(s): Ian Davidson*, U.C. Davis

Paper ID: 98
Title: Unsupervised Feature Selection for Linked Social Media Data

Paper ID: 780
Title: USpan: An Efficient Algorithm for Mining High Utility Sequential Patterns
Author(s): Junfu Yin*, AAI, UTS, Australia; Zhigang Zheng; Longbing Cao, UTS

Paper ID: 218
Title: Vertex neighborhoods, low conductance cuts, and good seeds for local community methods
Author(s): David Gleich*, Purdue University; C Seshadhri, Sandia National Laboratories

Paper ID: 200
Title: Web Image Prediction Using Multivariate Point Processes
Author(s): Gunhee Kim*, CMU; Fei-Fei Li, Stanford University; Eric Xing, CMU

Industrial and Government Track

Paper ID: 77
Title: Differentially Private Transit Data Publication: A Case Study on the Montreal Transportation System
Author(s): Rui Chen; Benjamin C. M. Fung; Bipin C. Desai; Nériah M. Sossou

Paper ID: 100
Title: A Framework for Summarizing and Analyzing Twitter Feeds
Author(s): Xintian Yang; Amol Ghoting; Yiye Ruan; Srinivasan Parthasarathy

Paper ID: 147
Title: HySAD: A Semi-Supervised Hybrid Shilling Attack Detector for Trustworthy Product Recommendation
Author(s): Zhiang Wu; Junjie Wu; Jie Cao; Dacheng Tao

Paper ID: 210
Title: Harnessing the Wisdom of the Crowds for Accurate Web Page Clipping
Author(s): Lei Zhang ; Linpeng Tang ; Luo Ping ; Enhong Chen; Limei Jiao; Min Wang; Guiquan Liu

Paper ID: 219
Title: Keyword-Propagation-Based Information Enriching and Noise Removal for Web News Videos
Author(s): Jun Zhang; Xiaoming Fan; Jianyong Wang; Lizhu Zhou

Paper ID: 266
Title: SympGraph: A Framework for Mining Clinical Notes through Symptom Relation Graphs
Author(s): Parikshit Sondhiy; Jimeng Sun; Hanghang Tong; ChengXiang Zhai

Paper ID: 275
Title: Coupled Behavior Analysis for Capturing Coupling Relationships in Group-based Market Manipulations
Author(s): Yin Song; Longbing Cao; Xindong Wu; Gang Wei; Wu Ye; Wei Ding

Paper ID: 315
Title: PatentMiner: A Topic-driven Patent Analysis and Mining System
Author(s): Jie Tang; Bo Wang; Yang Yang; Po Hu; Yanting Zhao; Xinyu Yan; Bo Gao; Minlie Huang; Peng Xu; Weichang Li; and Adam K. Usadi

Paper ID: 341
Title: Multi-Source Learning for Joint Analysis of Incomplete Multi-Modality Neuroimaging Data
Author(s): Lei Yuan; Yalin Wang; Paul M. Thompson; Vaibhav A. Narayan; Jieping Ye

Paper ID: 354
Title: Empowering Authors to Diagnose Comprehension Burden in Textbooks
Author(s): Rakesh Agrawal; Sunandan Chakraborty; Sreenivas Gollapudi; Anitha Kannan; Krishnaram Kenthapadi

Paper ID: 358
Title: Entity-Centric Topic-Oriented Opinion Summarization in Twitter
Author(s): Xinfan Meng; Furu Wei; Xiaohua Liu; Ming Zhou; Houfeng Wang

Paper ID: 362
Title: Finding Trending Local Topics in Search Queries for Personalization of a Recommendation System
Author(s): Ziad Al Bawab; George Mills; Jean-Francois Crespo

Paper ID: 375
Title: RainMon: An Integrated Approach to Mining Bursty Timeseries Monitoring Data
Author(s): Ilari Shafer; Kai Ren; Vishnu Naresh Boddeti; Yoshihisa Abe; Christos Faloutsos

Paper ID: 404
Title: Constructing Popular Routes from Uncertain Trajectories
Author(s): Ling-Yin Wei; Yu Zheng; Wen-Chih Peng

Paper ID: 413
Title: Position-Normalized Click Prediction in Search Advertising
Author(s): Ye Chen; Tak Yan

Paper ID: 446
Title: Discovering Regions of Different Functions in a City Using Human Mobility and POIs
Author(s): Jing Yuan; Yu Zheng; Xing Xie

Paper ID: 461
Title: Community Discovery and Profiling with Social Messages
Author(s): Wenjun Zhou ; Hongxia Jin; Yan Liu

Paper ID: 541
Title: SmartDispatch: Enabling Efficient Ticket Dispatch in an IT Service Environment
Author(s): Shivali Agarwal; Renuka Sindhgatta; Bikram Sengupta

Paper ID: 548
Title: Bootstrapped Language Identification For Multi-Site Internet Domains
Author(s): Uwe Mayer

Paper ID: 549
Title: Trustworthy Online Controlled Experiments: Six Puzzling Outcomes Explained
Author(s): Ron Kohavi; Alex Deng; Brian Frasca; Roger Longbotham; Toby Walker; Ya Xu

Paper ID: 561
Title: "Design Principles of Massive, Robust Prediction Systems"
Author(s): Troy Raeder; Ori Stitelman; Brian Dalessandro; Claudia Perlich; Foster Provost

Paper ID: 600
Title: Bid Optimizing and Inventory Scoring in Targeted Online Advertising
Author(s): Claudia Perlich; Brian Dalessandro; Ori Stitelman; Troy Raeder; Foster Provost

Paper ID: 630
Title: Storytelling in Entity Networks to Support Intelligence Analysts
Author(s): Mahmud Hossain; Patrick Butler; Naren Ramakrishnan; arnold Boedihardjo

Paper ID: 633
Title: GetJar Mobile Application Recommendations with Very Sparse Datasets
Author(s): Kent Shi ; Kamal Ali

Paper ID: 639
Title: Following the Electrons: Methods for Power Management in Commercial Buildings
Author(s): Gowtham Bellala; Manish Marwah; Martin Arlitt; Geoff Lyon; Cullen Bash

Paper ID: 789
Title: Multimedia Features for Click Prediction of New Ads in Display Advertising
Author(s): Haibin Cheng; Roelof van Zwol; Javad Azimi; Eren Manavoglu; Ruofei Zhang; Yang Zhou; Vidhya Navalpakkam

Paper ID: 811
Title: A Framework for Robust Discovery of Entity Synonyms
Author(s): Kaushik Chakrabarti; Surajit Chaudhuri; Tao Cheng; Dong Xin

Paper ID: 813
Title: Scalable Misbehavior Detection in Online Video Chat Services
Author(s): Xinyu Xing; Yu-li Liang; Sui Huang; Hanqiang Cheng; Richard Han; Qin Lv; Xue Liu; Shivakant Mishra; Yi Zhu

Paper ID: 895
Title: An Integrated Data Mining Approach to Real-time Clinical Monitoring and Deterioration Warning
Author(s): Yi Mao; Wenlin Chen; Yixin Chen; Chenyang Lu; Marin Kollef; Thomas Bailey

Paper ID: 900
Title: Estimating Conversion Rate in Display Advertising from Past Performance Data
Author(s): Kuang-chih Lee; Burkay Orten; Ali Dasdan