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Clustering Track
[syn] 5461 views, 24:27 Adapting the Right Measures for K-Means ClusteringAdapting the Right Measures for K-Means Clustering Junjie Wu Junjie Wu	[syn] 3370 views, 12:56 A Principled and Flexible Framework for Finding Alternative ClusteringsA Principled and Flexible Framework for Finding Alternative Clusterings Ian Davidson Ian Davidson	[syn] 4283 views, 26:57 Improving Clustering Stability with Combinatorial MRFsImproving Clustering Stability with Combinatorial MRFs Ron Bekkerman Ron Bekkerman	[syn] 7389 views, 23:08 Ranking-Based Clustering of Heterogeneous Information Networks with Star Network SchemaRanking-Based Clustering of Heterogeneous Information Networks with Star Network Schema Yizhou Sun Yizhou Sun	[syn] 5305 views, 11:43 Co-Clustering on ManifoldsCo-Clustering on Manifolds Jie Zhou Jie Zhou
[syn] 5039 views, 16:11 Fast Approximate Spectral ClusteringFast Approximate Spectral Clustering Donghui Yan Donghui Yan
Recommender Systems Track
[syn] 16469 views, 24:07 Collaborative Filtering with Temporal DynamicsCollaborative Filtering with Temporal Dynamics Yehuda Koren Yehuda Koren	[syn] 6547 views, 20:55 TrustWalker: A Random Walk Model for Combining Trust-Based and Item-Based RecommendationTrustWalker: A Random Walk Model for Combining Trust-Based and Item-Based ... Mohsen Jamali Mohsen Jamali	[syn] 7748 views, 16:52 Regression-Based Latent Factor ModelsRegression-Based Latent Factor Models Deepak Agarwal Deepak Agarwal	[syn] 5368 views, 11:22 Learning Optimal Ranking with Tensor Factorization for Tag RecommendationLearning Optimal Ranking with Tensor Factorization for Tag Recommendation Steffen Rendle Steffen Rendle	[syn] 4506 views, 15:30 TANGENT: A Novel, 'Surprise-me' Recommendation AlgorithmTANGENT: A Novel, 'Surprise-me' Recommendation Algorithm Kensuke Onuma Kensuke Onuma
Temporal & Streams Mining Track
[syn] 4414 views, 25:53 Spatial-Temporal Causal Modeling for Climate Change AttributionSpatial-Temporal Causal Modeling for Climate Change Attribution Aurélie C. Lozano Aurélie C. Lozano	[syn] 4083 views, 13:45 Grouped Graphical Granger Modeling Methods for Temporal Causal ModelingGrouped Graphical Granger Modeling Methods for Temporal Causal Modeling Aurélie C. Lozano Aurélie C. Lozano	[syn] 4569 views, 26:03 Issues in Evaluation of Stream Learning AlgorithmsIssues in Evaluation of Stream Learning Algorithms João Gama João Gama	[syn] 4664 views, 18:23 New Ensemble Methods for Evolving Data StreamsNew Ensemble Methods for Evolving Data Streams Albert Bifet Albert Bifet	[syn] 4321 views, 11:32 Toward Autonomic Grids: Analyzing the Job Flow with Affinity StreamingToward Autonomic Grids: Analyzing the Job Flow with Affinity Streaming Xiangliang Zhang Xiangliang Zhang
Social Content Track
[syn] 5177 views, 23:41 Analyzing Patterns of User Content Generation in Online Social NetworksAnalyzing Patterns of User Content Generation in Online Social Networks Lei Guo Lei Guo	[syn] 4180 views, 20:10 Exploiting Wikipedia as External Knowledge for Document ClusteringExploiting Wikipedia as External Knowledge for Document Clustering Xiaohua Tony Hu Xiaohua Tony Hu	[syn] 5570 views, 23:16 Collective Annotation of Wikipedia Entities in Web TextCollective Annotation of Wikipedia Entities in Web Text Sayali Kulkarni Sayali Kulkarni 1 comment	[syn] 3717 views, 16:50 Characterizing Individual Communication PatternsCharacterizing Individual Communication Patterns Robert Dean Malmgren Robert Dean Malmgren
Supervised Learning Track
[syn] 3780 views, 15:05 Feature Shaping for Linear SVM ClassifiersFeature Shaping for Linear SVM Classifiers Martin Scholz Martin Scholz	[syn] 3960 views, 23:21 Primal Sparse Max-Margin Markov Networks Primal Sparse Max-Margin Markov Networks Jun Zhu Jun Zhu	[syn] 7264 views, 25:57 Large-Scale Sparse Logistic Regression Large-Scale Sparse Logistic Regression Jieping Ye Jieping Ye	[syn] 4427 views, 14:30 Cross Domain Distribution Adaptation via Kernel Mapping Cross Domain Distribution Adaptation via Kernel Mapping Wei Fan Wei Fan
Anomaly & Streams Track
[syn] 3005 views, 26:23 Genre-Based Decomposition of Email Class NoiseGenre-Based Decomposition of Email Class Noise Aleksander Kołcz Aleksander Kołcz	[syn] 4029 views, 11:52 Efficient Anomaly Monitoring Over Moving Object Trajectory StreamsEfficient Anomaly Monitoring Over Moving Object Trajectory Streams Yingyi Bu Yingyi Bu	[syn] 3576 views, 04:58 CoCo: Coding Cost for Parameter-free Outlier DetectionCoCo: Coding Cost for Parameter-free Outlier Detection Nikola Müller Nikola Müller	[syn] 3710 views, 25:20 Learning with a Non-Exhaustive Training Dataset: Detection of Bacteria Cultures Using Optical-Scattering TechnologyLearning with a Non-Exhaustive Training Dataset: Detection of Bacteria Cultures ... M. Murat Dundar M. Murat Dundar	[syn] 3709 views, 12:25 DynaMMo: Mining and Summarization of Coevolving Sequences with Missing ValuesDynaMMo: Mining and Summarization of Coevolving Sequences with Missing Values Christos Faloutsos Christos Faloutsos
Text Mining Track
[syn] 4407 views, 17:18 Connections between the Lines: Augmenting Social Networks with TextConnections between the Lines: Augmenting Social Networks with Text Jonathan Chang Jonathan Chang	[syn] 3818 views, 19:29 Structured Correspondence Topic Models for Mining Captioned Figures in Biological LiteratureStructured Correspondence Topic Models for Mining Captioned Figures in Biological ... Amr Ahmed Amr Ahmed	[syn] 3688 views, 16:42 Name-Ethnicity Classification from Open SourcesName-Ethnicity Classification from Open Sources Swapna Male Swapna Male	[syn] 4499 views, 12:43 Efficient Methods for Topic Model Inference on Streaming Document CollectionsEfficient Methods for Topic Model Inference on Streaming Document Collections David Mimno David Mimno	[syn] 3748 views, 14:44 Extracting Discriminative Concepts for Domain Adaptation in Text MiningExtracting Discriminative Concepts for Domain Adaptation in Text Mining Bo Chen Bo Chen
Graph Mining Track
[syn] 4636 views, 24:49 Parallel Community Detection on Large Networks with Propinquity Dynamics Parallel Community Detection on Large Networks with Propinquity Dynamics Yuzhou Zhang Yuzhou Zhang	[syn] 3812 views, 22:22 Constant-Factor Approximation Algorithms for Identifying Dynamic Communities Constant-Factor Approximation Algorithms for Identifying Dynamic Communities Chayant Tantipathananandh Chayant Tantipathananandh	[syn] 4223 views, 14:57 Large-Scale Graph Mining Using Backbone Refinement Classes Large-Scale Graph Mining Using Backbone Refinement Classes Andreas Maunz Andreas Maunz	[syn] 6107 views, 15:00 Doulion: Counting Triangles in Massive Graphs with a Coin Doulion: Counting Triangles in Massive Graphs with a Coin Charalampos E. Tsourakakis Charalampos E. Tsourakakis	[syn] 2270 views, 14:57 Combining Link and Content for Community Detection: A Discriminative Approach Combining Link and Content for Community Detection: A Discriminative Approach Jieping Ye Jieping Ye
Search & Advertising Track
[syn] 3241 views, 16:34 BBM: Bayesian Browsing Model from Petabyte-scale DataBBM: Bayesian Browsing Model from Petabyte-scale Data Chao Liu Chao Liu	[syn] 3997 views, 26:08 Mining Rich Session Context to Improve Web SearchMining Rich Session Context to Improve Web Search Guangyu Zhu Guangyu Zhu	[syn] 3064 views, 15:22 On Burstiness-Aware Search for Document SequencesOn Burstiness-Aware Search for Document Sequences Theodoros Lappas Theodoros Lappas	2068 views, 16:18 Audience Selection for On-line Brand Advertising: Privacy-friendly Social Network TargetingAudience Selection for On-line Brand Advertising: Privacy-friendly Social Network Targeting Foster Provost Foster Provost	[syn] 3104 views, 18:10 Mining Broad Latent Query Aspects from Search SessionsMining Broad Latent Query Aspects from Search Sessions Kunal Punera Kunal Punera
Combined: Anomaly Detection Track
[syn] 3875 views, 19:54 Best Research Paper Award Runner-Up A LRT Framework for Fast Spacial Anomaly DetectionA LRT Framework for Fast Spacial Anomaly Detection Christopher M. Jermaine Christopher M. Jermaine	[syn] 3473 views, 19:10 Anomalous Window Discovery through Scan Statistics for Linear Intersecting Paths (SSLIP)Anomalous Window Discovery through Scan Statistics for Linear Intersecting Paths ... Lei Shi Lei Shi	[syn] 4343 views, 12:23 Category Detection Using Hierarchical Mean ShiftCategory Detection Using Hierarchical Mean Shift Weng-Keen Wong Weng-Keen Wong	[syn] 1980 views, 11:04 Network Anomaly Detection based on Eigen Equation CompressionNetwork Anomaly Detection based on Eigen Equation Compression Shunsuke Hirose Shunsuke Hirose	[syn] 4755 views, 11:17 BGP-lens: Patterns and Anomalies in Internet Routing UpdatesBGP-lens: Patterns and Anomalies in Internet Routing Updates B. Aditya Prakash B. Aditya Prakash
Statistical & Consensus Methods Track
[syn] 3495 views, 27:14 Tell Me Something I Don't Know: Randomization Strategies for Iterative Data MiningTell Me Something I Don't Know: Randomization Strategies for Iterative ... Sami Hanhijärvi Sami Hanhijärvi	[syn] 4338 views, 14:41 Constrained Optimization for Validation-Guided Conditional Random Field LearningConstrained Optimization for Validation-Guided Conditional Random Field Learning Minmin Chen Minmin Chen	[syn] 3588 views, 15:41 Scalable Pseudo-Likelihood Estimation in Hybrid Random FieldsScalable Pseudo-Likelihood Estimation in Hybrid Random Fields Antonino Freno Antonino Freno	[syn] 3421 views, 14:36 Heterogeneous Source Consensus Learning via Decision Propagation and NegotiationHeterogeneous Source Consensus Learning via Decision Propagation and Negotiation Wei Fan Wei Fan	[syn] 3740 views, 15:32 Consensus Group Stable Feature SelectionConsensus Group Stable Feature Selection Steven Loscalzo Steven Loscalzo
Privacy & Semi-Supervised Methods Track
[syn] 3918 views, 25:23 Collusion-Resistant Anonymous Data Collection Method Collusion-Resistant Anonymous Data Collection Method Mafruz Zaman Ashrafi Mafruz Zaman Ashrafi	[syn] 4007 views, 16:05 Differentially Private Recommender Systems: Building Privacy into the Netflix Prize Contenders Differentially Private Recommender Systems: Building Privacy into the Netflix Prize ... Frank McSherry Frank McSherry	[syn] 4221 views, 15:52 On the Tradeoff Between Privacy and Utility in Data Publishing On the Tradeoff Between Privacy and Utility in Data Publishing Tiancheng Li Tiancheng Li	[syn] 3444 views, 23:19 The Offset Tree for Learning with Partial Labels The Offset Tree for Learning with Partial Labels John Langford John Langford	[syn] 3078 views, 12:09 Information Theoretic Regularization for Semi-Supervised Boosting Information Theoretic Regularization for Semi-Supervised Boosting Lei Zheng Lei Zheng
Pattern Mining Applications Track
[syn] 3968 views, 17:25 Classification of Software Behaviors for Failure Detection: A Discriminative Pattern Mining ApproachClassification of Software Behaviors for Failure Detection: A Discriminative Pattern ... David Lo David Lo	[syn] 4951 views, 29:05 Mining Discrete Patterns via Binary Matrix FactorizationMining Discrete Patterns via Binary Matrix Factorization Jieping Ye Jieping Ye	[syn] 5244 views, 11:01 An Association Analysis Approach to BiclusteringAn Association Analysis Approach to Biclustering Gaurav Pandey Gaurav Pandey	[syn] 2917 views, 10:58 Learning, Indexing, and Diagnosing Network FaultsLearning, Indexing, and Diagnosing Network Faults Mudhakar Srivatsa Mudhakar Srivatsa	[syn] 5428 views, 10:14 WhereNext: a Location Predictor on Trajectory Pattern MiningWhereNext: a Location Predictor on Trajectory Pattern Mining Roberto Trasarti Roberto Trasarti
Social Networks Track
[syn] 4007 views, 29:13 On Compressing Social NetworksOn Compressing Social Networks Ravi Kumar Ravi Kumar	[syn] 2057 views, 15:18 Efficient Influence Maximization in Social NetworksEfficient Influence Maximization in Social Networks Yajun Wang Yajun Wang	[syn] 6591 views, 14:19 Social Influence Analysis in Large-scale NetworksSocial Influence Analysis in Large-scale Networks Jie Tang Jie Tang	[syn] 4682 views, 16:18 Finding a Team of Experts in Social NetworksFinding a Team of Experts in Social Networks Theodoros Lappas Theodoros Lappas	[syn] 3581 views, 13:07 Mining Social Networks for Personalized Email PrioritizationMining Social Networks for Personalized Email Prioritization Shinjae Yoo Shinjae Yoo
Web & Behavior Mining Track
[syn] 3553 views, 18:24 Mining for the Most Certain Predictions from Dyadic Data Mining for the Most Certain Predictions from Dyadic Data Meghana Deodhar Meghana Deodhar	[syn] 3567 views, 28:26 Exploring Social Tagging Graph for Web Object Classification Exploring Social Tagging Graph for Web Object Classification Zhijun Yin Zhijun Yin	[syn] 8241 views, 24:02 Large-Scale Behavioral Targeting Large-Scale Behavioral Targeting Ye Chen Ye Chen	[syn] 5287 views, 15:13 User Grouping Behavior in Online Forums User Grouping Behavior in Online Forums Xiaolin Shi Xiaolin Shi 2 comments
Active Learning Track
[syn] 3737 views, 21:24 Improving Data Mining Utility with Projective SamplingImproving Data Mining Utility with Projective Sampling Mark Last Mark Last	[syn] 5406 views, 18:43 Effective Multi-Label Active Learning for Text ClassificationEffective Multi-Label Active Learning for Text Classification Bishan Yang Bishan Yang	[syn] 3275 views, 21:45 Regret-based Online Ranking for a Growing Digital LibraryRegret-based Online Ranking for a Growing Digital Library Erick Delage Erick Delage	[syn] 4000 views, 19:20 Efficiently Learning the Accuracy of Labeling Sources for Selective SamplingEfficiently Learning the Accuracy of Labeling Sources for Selective Sampling Pinar Donmez Pinar Donmez
Dynamic Social Networks Track
[syn] 3118 views, 24:13 Learning Patterns in the Dynamics of Biological NetworksLearning Patterns in the Dynamics of Biological Networks Chang hun You Chang hun You	[syn] 9471 views, 18:39 Meme-tracking and the dynamics of the news cycleMeme-tracking and the dynamics of the news cycle Jure Leskovec Jure Leskovec	[syn] 2865 views, 15:38 Measuring the Effects of Preprocessing Decisions and Network Forces in Dynamic Network AnalysisMeasuring the Effects of Preprocessing Decisions and Network Forces in ... Jerry Scripps Jerry Scripps
Multi-Relational Mining Track
[syn] 4573 views, 22:24 A Multi-Relational Approach to Spatial Classification A Multi-Relational Approach to Spatial Classification Richard Frank Richard Frank	[syn] 1949 views, 15:43 Relational Learning via Latent Social Dimensions Relational Learning via Latent Social Dimensions Xinhai Liu Xinhai Liu	[syn] 3572 views, 14:29 Characteristic Relational Patterns Characteristic Relational Patterns Arne Koopman Arne Koopman	[syn] 4269 views, 15:44 MetaFac: Community Discovery via Relational Hypergraph Factorization MetaFac: Community Discovery via Relational Hypergraph Factorization Yu-Ru Lin Yu-Ru Lin	[syn] 3193 views, 15:45 Using Graph-based Metrics with Empirical Risk Minimization to Speed Up Active Learning on Networked Data Using Graph-based Metrics with Empirical Risk Minimization to Speed Up ... Sofus Attila Macskassy Sofus Attila Macskassy
on and Management of Data Center Chillers using Temporal
[syn] 1772 views, 22:18 Sustainable Operation and Management of Data Center Chillers using Temporal Data MiningSustainable Operation and Management of Data Center Chillers using Temporal ... Manish Marwah Manish Marwah	[syn] 7305 views, 18:43 Time Series Shapelets: A New Primitive for Data MiningTime Series Shapelets: A New Primitive for Data Mining Lexiang Ye Lexiang Ye	[syn] 3270 views, 13:38 Detection of Unique Temporal Segments by Information Theoretic Meta-clusteringDetection of Unique Temporal Segments by Information Theoretic Meta-clustering Shin Ando Shin Ando	[syn] 4018 views, 13:28 Temporal mining for interactive workflow data analysisTemporal mining for interactive workflow data analysis Michele Berlingerio Michele Berlingerio	[syn] 2139 views, 22:14 Learning Dynamic Temporal Graphs for Oil-production Equipment Monitoring SystemLearning Dynamic Temporal Graphs for Oil-production Equipment Monitoring System Yan Liu Yan Liu
Frequent Patterns Track
[syn] 3280 views, 22:37 Probabilistic Frequent Itemset Mining in Uncertain DatabasesProbabilistic Frequent Itemset Mining in Uncertain Databases Florian Verhein Florian Verhein	[syn] 3472 views, 34:46 Towards Efficient Mining of Proportional Fault-Tolerant Frequent ItemsetsTowards Efficient Mining of Proportional Fault-Tolerant Frequent Itemsets Vivekanand Gopalkrishnan Vivekanand Gopalkrishnan	[syn] 4149 views, 13:38 Correlated Itemset Mining in ROC Space: A Constraint Programming ApproachCorrelated Itemset Mining in ROC Space: A Constraint Programming Approach Siegfried Nijssen Siegfried Nijssen
Web Mining Track
[syn] 3656 views, 23:11 Optimizing Web Traffic via the Media Scheduling Problem Optimizing Web Traffic via the Media Scheduling Problem Lars Backstrom Lars Backstrom	[syn] 3938 views, 26:04 Turning Down the Noise in the Blogosphere Turning Down the Noise in the Blogosphere Gaurav Veda Gaurav Veda	[syn] 4384 views, 14:06 Scalable Graph Clustering Using Stochastic Flows: Applications to Community Discovery Scalable Graph Clustering Using Stochastic Flows: Applications to Community Discovery Venu Satuluri Venu Satuluri	[syn] 4165 views, 14:48 A Viewpoint-based Approach for Interaction Graph Analysis A Viewpoint-based Approach for Interaction Graph Analysis Sitaram Asur Sitaram Asur 3 comments	[syn] 5480 views, 15:34 A Generalized Co-HITS Algorithm and Its Application to Bipartite Graphs A Generalized Co-HITS Algorithm and Its Application to Bipartite Graphs Hongbo Deng Hongbo Deng
Combined: Applications Track
[syn] 3851 views, 29:02 Mining Brain Region Connectivity for Alzheimer's Disease Study via Sparse Inverse Covariance EstimationMining Brain Region Connectivity for Alzheimer's Disease Study via Sparse ... Jieping Ye Jieping Ye	[syn] 3278 views, 21:57 Multi-focal Learning and Its Application to Customer Service SupportMulti-focal Learning and Its Application to Customer Service Support Yong Ge Yong Ge	[syn] 3726 views, 19:22 Augmenting the Generalized Hough Transform to Enable the Mining of PetroglyphsAugmenting the Generalized Hough Transform to Enable the Mining of ... Qiang Zhu Qiang Zhu	[syn] 4348 views, 11:53 COA: Finding Novel Patents through Text AnalysisCOA: Finding Novel Patents through Text Analysis W. Scott Spangler W. Scott Spangler	[syn] 3476 views, 16:26 Drosophila Gene Expression Pattern Annotation Using Sparse Features and Term-term InteractionsDrosophila Gene Expression Pattern Annotation Using Sparse Features and Term-term ... Jieping Ye Jieping Ye
[syn] 3829 views, 11:31 Enabling Analysts in Managed Services for CRM AnalyticsEnabling Analysts in Managed Services for CRM Analytics Shantanu Godbole Shantanu Godbole	[syn] 3612 views, 13:06 Quantification and Semi-supervised Classification Methods for Handling Changes in Class DistributionQuantification and Semi-supervised Classification Methods for Handling Changes in Class ... Gary M. Weiss Gary M. Weiss

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Topic taxonomy

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Language

Year

Research Track

Event sections

Clustering Track

Recommender Systems Track

Temporal & Streams Mining Track

Social Content Track

Supervised Learning Track

Anomaly & Streams Track

Text Mining Track

Graph Mining Track

Search & Advertising Track

Combined: Anomaly Detection Track

Statistical & Consensus Methods Track

Privacy & Semi-Supervised Methods Track

Pattern Mining Applications Track

Social Networks Track

Web & Behavior Mining Track

Active Learning Track

Dynamic Social Networks Track

Multi-Relational Mining Track

on and Management of Data Center Chillers using Temporal

Frequent Patterns Track

Web Mining Track

Combined: Applications Track

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