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Session 01: Link and Click Prediction
[syn] 4528 views, 16:51 Mining Advisor-Advisee Relationships from Research Publication NetworksMining Advisor-Advisee Relationships from Research Publication Networks Chi Wang Chi Wang	[syn] 5268 views, 18:29 Estimating Rates of Rare Events with Multiple Hierarchies through Scalable Log-linear ModelsEstimating Rates of Rare Events with Multiple Hierarchies through Scalable ... Deepak Agarwal Deepak Agarwal	[syn] 2979 views, 17:27 User Browsing Models: Relevance versus ExaminationUser Browsing Models: Relevance versus Examination Ramakrishnan Srikant Ramakrishnan Srikant	[syn] 4029 views, 17:21 Suggesting Friends Using the Implicit Social GraphSuggesting Friends Using the Implicit Social Graph Maayan Roth Maayan Roth	[syn] 4736 views, 10:51 New Perspectives and Methods in Link PredictionNew Perspectives and Methods in Link Prediction Ryan Lichtenwalter Ryan Lichtenwalter
Session 02: Frequent Item Sets Research
[syn] 7431 views, 16:38 UP-Growth: An Efficient Algorithm for High Utility Itemset MiningUP-Growth: An Efficient Algorithm for High Utility Itemset Mining Cheng-Wei Wu Cheng-Wei Wu 2 comments	[syn] 3764 views, 15:10 Frequent Regular Itemset MiningFrequent Regular Itemset Mining Salvatore Ruggieri Salvatore Ruggieri	[syn] 3686 views, 14:57 Mining Uncertain Data with Probabilistic GuaranteesMining Uncertain Data with Probabilistic Guarantees Liwen Sun Liwen Sun	[syn] 5014 views, 16:21 Mining Top-K Frequent Items in a Data Stream with Flexible Sliding WindowsMining Top-K Frequent Items in a Data Stream with Flexible ... Hoang Thanh Lam Hoang Thanh Lam	[syn] 3282 views, 09:49 Probably the Best ItemsetsProbably the Best Itemsets Nikolaj Tatti Nikolaj Tatti
Session 03: Feature Selection Research
[syn] 3848 views, 17:59 Grafting-Light: Fast, Incremental Feature Selection and Structure Learning of Markov Random FieldsGrafting-Light: Fast, Incremental Feature Selection and Structure Learning of Markov ... Jun Zhu Jun Zhu	[syn] 3633 views, 16:09 A Scalable Two-Stage Approach for a Class of Dimensionality Reduction TechniquesA Scalable Two-Stage Approach for a Class of Dimensionality Reduction ... Liang Sun Liang Sun	[syn] 4066 views, 16:29 An Efficient Algorithm for a Class of Fused Lasso ProblemsAn Efficient Algorithm for a Class of Fused Lasso Problems Jun Liu Jun Liu 1 comment	[syn] 6415 views, 21:43 Unsupervised Feature Selection for Multi-Cluster DataUnsupervised Feature Selection for Multi-Cluster Data Deng Cai Deng Cai	[syn] 5443 views, 13:07 Feature Selection for Support Vector Regression Using Probabilistic PredictionFeature Selection for Support Vector Regression Using Probabilistic Prediction Jian-Bo Yang Jian-Bo Yang
Session 04: Privacy-Sensitive Algorithms for Learning, Publishing, and Social Networks
[syn] 3133 views, 18:00 Versatile Publishing For Privacy PreservationVersatile Publishing For Privacy Preservation Xin Jin Xin Jin	[syn] 3104 views, 20:28 Privacy-Preserving Outsourcing Support Vector Machines with Random TransformationPrivacy-Preserving Outsourcing Support Vector Machines with Random Transformation Keng-Pei Lin Keng-Pei Lin	[syn] 2943 views, 17:14 On the Quality of Inferring Interests From Social NeighborsOn the Quality of Inferring Interests From Social Neighbors Zhen Wen Zhen Wen	[syn] 3355 views, 19:29 DUST: A Generalized Notion of Similarity between Uncertain Time SeriesDUST: A Generalized Notion of Similarity between Uncertain Time Series Smruti Ranjan Sarangi Smruti Ranjan Sarangi	[syn] 3195 views, 10:09 Cold Start Link PredictionCold Start Link Prediction Vincent Leroy Vincent Leroy
Session 05: Classification Models and Tools Research
[syn] 3226 views, 19:04 Learning with Cost IntervalsLearning with Cost Intervals Xu-Ying Liu Xu-Ying Liu	[syn] 3586 views, 17:27 The New Iris Data: Modular Data GeneratorsThe New Iris Data: Modular Data Generators Iris Adä Iris Adä
Session 06: Bioinformatics Research
[syn] 3259 views, 16:17 Discovering Significant Relaxed Order-Preserving SubmatricesDiscovering Significant Relaxed Order-Preserving Submatrices Qiong Fang Qiong Fang	[syn] 3154 views, 19:57 Topic Dynamics: An Alternative Model of Bursts in Streams of TopicsTopic Dynamics: An Alternative Model of Bursts in Streams of ... Dan He Dan He	[syn] 3044 views, 15:53 Extracting Temporal Signatures for Comprehending Systems Biology ModelsExtracting Temporal Signatures for Comprehending Systems Biology Models Naren Sundaravaradan Naren Sundaravaradan	[syn] 2779 views, 17:55 Negative Correlations in Collaboration:Concepts and AlgorithmsNegative Correlations in Collaboration:Concepts and Algorithms Qian Liu Qian Liu
Session 07: Privacy-Sensitive Mining Research
[syn] 3586 views, 23:25 k-Support Anonymity Based on Pseudo Taxonomy for Outsourcing of Frequent Itemset Miningk-Support Anonymity Based on Pseudo Taxonomy for Outsourcing of Frequent ... Chih-Hua Tai Chih-Hua Tai	[syn] 3550 views, 20:14 Collusion-Resistant Privacy-Preserving Data MiningCollusion-Resistant Privacy-Preserving Data Mining Bin Yang Bin Yang	[syn] 5213 views, 18:47 Data Mining with Differential PrivacyData Mining with Differential Privacy Arik Friedman Arik Friedman	[syn] 4899 views, 14:49 Discovering Frequent Patterns in Sensitive DataDiscovering Frequent Patterns in Sensitive Data Abhradeep Guha Thakurta Abhradeep Guha Thakurta 1 comment
Session 08: Graph Algorithms Research
[syn] 5534 views, 21:18 Fast Nearest Neighbor Search in Disk-resident GraphsFast Nearest Neighbor Search in Disk-resident Graphs Purnamrita Sarkar Purnamrita Sarkar	[syn] 3696 views, 21:12 Balanced Allocation with Succinct RepresentationBalanced Allocation with Succinct Representation Saeed Alaei Saeed Alaei	[syn] 3163 views, 19:40 Neighbor Query Friendly Compression of Social NetworksNeighbor Query Friendly Compression of Social Networks Hossein Maserrat Hossein Maserrat	[syn] 4197 views, 12:57 Parallel SimRank Computation on Large Graphs with Iterative AggregationParallel SimRank Computation on Large Graphs with Iterative Aggregation Guoming He Guoming He	[syn] 3449 views, 12:19 Dynamics of ConversationsDynamics of Conversations Mary McGlohon Mary McGlohon
Session 09: Clustering Research
[syn] 3550 views, 18:00 Flexible Constrained Spectral ClusteringFlexible Constrained Spectral Clustering Xiang Wang Xiang Wang	[syn] 2823 views, 19:59 A Hierarchical Information Theoretic Technique for the Discovery of Non Linear Alternative ClusteringsA Hierarchical Information Theoretic Technique for the Discovery of Non ... James Bailey James Bailey	[syn] 3731 views, 15:46 Clustering by SynchronizationClustering by Synchronization Junming Shao Junming Shao	[syn] 2850 views, 16:49 Unifying Dependent Clustering and Disparate Clustering for Non-homogeneous DataUnifying Dependent Clustering and Disparate Clustering for Non-homogeneous Data M. Shahriar Hossain M. Shahriar Hossain
Session 10: Graph Mining and Classification Research
[syn] 9084 views, 20:19 Fast Euclidean Minimum Spanning Tree: Algorithm, Analysis, and ApplicationsFast Euclidean Minimum Spanning Tree: Algorithm, Analysis, and Applications William March William March	[syn] 2868 views, 16:14 Mining Program Workflow from Interleaved TracesMining Program Workflow from Interleaved Traces Jian-Guang Lou Jian-Guang Lou	[syn] 7357 views, 18:44 KDD 2010 Best Research Paper - Innovative Contribution Connecting the Dots Between News ArticlesConnecting the Dots Between News Articles Dafna Shahaf Dafna Shahaf 1 comment	[syn] 3894 views, 11:50 Discovering Frequent Subgraphs over Uncertain Graph Databases under Probabilistic SemanticsDiscovering Frequent Subgraphs over Uncertain Graph Databases under Probabilistic Semantics Zhaonian Zou Zhaonian Zou	[syn] 2896 views, 10:58 Boosting with Structure Information in the Functional Space: an Application to Graph ClassificationBoosting with Structure Information in the Functional Space: an Application ... Hongliang Fei Hongliang Fei
Session 11: Topic Modeling Research
[syn] 5045 views, 19:52 Discriminative Topic Modeling based on Manifold LearningDiscriminative Topic Modeling based on Manifold Learning Seungil Huh Seungil Huh	[syn] 3839 views, 17:38 Online Multiscale Dynamic Topic ModelsOnline Multiscale Dynamic Topic Models Tomoharu Iwata Tomoharu Iwata	[syn] 4624 views, 17:21 Topic Models with Power-Law Using Pitman-Yor ProcessTopic Models with Power-Law Using Pitman-Yor Process Issei Sato Issei Sato	[syn] 2896 views, 20:48 The Topic-Perspective Model for Social Tagging SystemsThe Topic-Perspective Model for Social Tagging Systems Caimei Lu Caimei Lu
Session 12: Algorithms for Recommendations
[syn] 5225 views, 21:36 Combining Predictions for Accurate Recommender SystemsCombining Predictions for Accurate Recommender Systems Michael Jahrer Michael Jahrer	[syn] 4054 views, 23:46 Fast Online Learning through Offline Initialization for Time-sensitive RecommendationFast Online Learning through Offline Initialization for Time-sensitive Recommendation Bee-Chung Chen Bee-Chung Chen	[syn] 5540 views, 22:11 Training and Testing of Recommender Systems on Data Missing Not at RandomTraining and Testing of Recommender Systems on Data Missing Not ... Harald Steck Harald Steck	[syn] 4308 views, 12:05 Temporal Recommendation on Graphs via Long- and Short-term Preference FusionTemporal Recommendation on Graphs via Long- and Short-term Preference Fusion Quan Yuan Quan Yuan	[syn] 3015 views, 11:15 Generative Models for Ticket Resolution in Expert NetworksGenerative Models for Ticket Resolution in Expert Networks Gengxin Miao Gengxin Miao
Session 13: Text Analysis
[syn] 3645 views, 20:14 Learning to Combine Discriminative ClassifiersLearning to Combine Discriminative Classifiers Chi-Hoon Lee Chi-Hoon Lee	[syn] 3699 views, 17:00 Mining Positive and Negative Patterns for Relevance Feature DiscoveryMining Positive and Negative Patterns for Relevance Feature Discovery Yuefeng Li Yuefeng Li	[syn] 5692 views, 17:02 Document Clustering via Dirichlet Process Mixture Model with Feature SelectionDocument Clustering via Dirichlet Process Mixture Model with Feature Selection Guan Yu Guan Yu 1 comment	[syn] 3756 views, 11:14 Semantic Relation Extraction With Kernels Over Typed Dependency TreesSemantic Relation Extraction With Kernels Over Typed Dependency Trees Frank Reichartz Frank Reichartz	[syn] 4223 views, 10:47 Latent Aspect Rating Analysis on Review Text Data: A Rating Regression ApproachLatent Aspect Rating Analysis on Review Text Data: A Rating ... Hongning Wang Hongning Wang
Session 14: Social Classification and Clustering
[syn] 4533 views, 20:57 Semi-supervised Feature Selection for Graph ClassificationSemi-supervised Feature Selection for Graph Classification Xiangnan Kong Xiangnan Kong	[syn] 3068 views, 19:11 Modeling Relational Events via Latent ClassesModeling Relational Events via Latent Classes Christopher DuBois Christopher DuBois	[syn] 4477 views, 23:32 On Community Outliers and their Efficient Detection in Information NetworksOn Community Outliers and their Efficient Detection in Information Networks Jing Gao Jing Gao 1 comment	[syn] 3372 views, 16:34 Redefining Class Definitions using Constraint-Based Clustering: An Application to Remote Sensing of the Earth's SurfaceRedefining Class Definitions using Constraint-Based Clustering: An Application to Remote ... Dan R. Preston Dan R. Preston
Session 15: Classification Algorithms and Analyses
[syn] 4094 views, 22:02 KDD 2010 Best Research Paper: Technical Contribution Large Linear Classification When Data Cannot Fit In MemoryLarge Linear Classification When Data Cannot Fit In Memory Hsiang-Fu Yu Hsiang-Fu Yu	[syn] 2738 views, 15:48 Class-Specific Error Bounds for Ensemble ClassifiersClass-Specific Error Bounds for Ensemble Classifiers Ryan J. Prenger Ryan J. Prenger	[syn] 3597 views, 20:55 Designing Efficient Cascaded Classifiers: Tradeoff between Accuracy and CostDesigning Efficient Cascaded Classifiers: Tradeoff between Accuracy and Cost Balaji Krishnapuram Balaji Krishnapuram	[syn] 3121 views, 13:29 Direct Mining of Discriminative Patterns for Classifying Uncertain DataDirect Mining of Discriminative Patterns for Classifying Uncertain Data Jianyong Wang Jianyong Wang	[syn] 3204 views, 08:30 Ensemble Pruning via Individual Contribution OrderingEnsemble Pruning via Individual Contribution Ordering Zhenyu Lu Zhenyu Lu
Session 16: Recommendations: User Models and Mobility
[syn] 3023 views, 17:55 Fast Query Execution for Retrieval Models Based on Path-Constrained Random WalksFast Query Execution for Retrieval Models Based on Path-Constrained Random ... Ni Lao Ni Lao	[syn] 2838 views, 14:15 Trust Network Inference for Online Rating Data Using Generative ModelsTrust Network Inference for Online Rating Data Using Generative Models Freddy Chong Tat Chua Freddy Chong Tat Chua	[syn] 3910 views, 19:51 An Energy-Efficient Mobile Recommender SystemAn Energy-Efficient Mobile Recommender System Yong Ge Yong Ge	[syn] 2800 views, 12:17 Mixture Models for Learning Low-dimensional Roles in High-dimensional DataMixture Models for Learning Low-dimensional Roles in High-dimensional Data Manas Somaiya Manas Somaiya	[syn] 3485 views, 11:35 Towards Mobility-based ClusteringTowards Mobility-based Clustering Siyuan Liu Siyuan Liu
Session 17: Social Network
[syn] 7743 views, 21:15 PET: A Statistical Model for Popular Events Tracking in Social CommunitiesPET: A Statistical Model for Popular Events Tracking in Social ... Cindy Xide Lin Cindy Xide Lin	[syn] 3923 views, 23:03 The community-search problem and how to plan a successful cocktail partyThe community-search problem and how to plan a successful cocktail ... Mauro Sozio Mauro Sozio	[syn] 2713 views, 19:59 Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured MetadataGrowing a Tree in the Forest: Constructing Folksonomies by Integrating ... Anon Plangprasopchok Anon Plangprasopchok	[syn] 3831 views, 09:26 A Probabilistic Model for Personalized Tag PredictionA Probabilistic Model for Personalized Tag Prediction Dawei Yin Dawei Yin	[syn] 3106 views, 09:57 BioSnowball: Automated Population of WikisBioSnowball: Automated Population of Wikis Zaiqing Nie Zaiqing Nie
Session 18: Ranking and Multi-Label Learning
[syn] 5305 views, 14:35 Combined Regression and RankingCombined Regression and Ranking D. Sculley D. Sculley	[syn] 3077 views, 22:53 Mass Estimation and Its ApplicationsMass Estimation and Its Applications Kai Ming Ting Kai Ming Ting	[syn] 3627 views, 18:06 Multi-Label Learning by Exploiting Label DependencyMulti-Label Learning by Exploiting Label Dependency Min-Ling Zhang Min-Ling Zhang	[syn] 3470 views, 10:40 DivRank: the Interplay of Prestige and Diversity in Information NetworksDivRank: the Interplay of Prestige and Diversity in Information Networks Qiaozhu Mei Qiaozhu Mei
Session 19: Propagation in Social Networks
[syn] 4633 views, 15:02 Inferring Networks of Diffusion and InfluenceInferring Networks of Diffusion and Influence Manuel Gomez Rodriguez Manuel Gomez Rodriguez	[syn] 4572 views, 17:58 Scalable Influence Maximization for Prevalent Viral Marketing in Large-Scale Social NetworksScalable Influence Maximization for Prevalent Viral Marketing in Large-Scale Social ... Wei Chen Wei Chen	[syn] 5651 views, 11:18 Community-based Greedy Algorithm for Mining Top-K Influential Nodes in Mobile Social NetworksCommunity-based Greedy Algorithm for Mining Top-K Influential Nodes in Mobile ... Yu Wang Yu Wang 1 comment	[syn] 3923 views, 10:07 Finding Effectors in Social NetworksFinding Effectors in Social Networks Evimaria Terzi Evimaria Terzi 1 comment	[syn] 4436 views, 08:53 Social Action Tracking via Noise Tolerant Time-varying Factor GraphsSocial Action Tracking via Noise Tolerant Time-varying Factor Graphs Chenhao Tan Chenhao Tan
Session 20: Evolving and Spatial Data
[syn] 3402 views, 16:16 GLS-SOD: A Generalized Local Statistical Approach for Spatial Outlier DetectionGLS-SOD: A Generalized Local Statistical Approach for Spatial Outlier Detection Feng Chen Feng Chen	[syn] 3346 views, 16:17 Evolutionary Hierarchical Dirichlet Processes for Multiple Correlated Time-varying CorporaEvolutionary Hierarchical Dirichlet Processes for Multiple Correlated Time-varying Corpora Jianwen Zhang Jianwen Zhang	[syn] 3492 views, 20:36 Online Discovery and Maintenance of Time Series MotifsOnline Discovery and Maintenance of Time Series Motifs Abdullah Al Mueen Abdullah Al Mueen	[syn] 5929 views, 18:42 Mining Periodic Behaviors for Moving ObjectsMining Periodic Behaviors for Moving Objects Zhenhui Jessie Li Zhenhui Jessie Li
Session 21: KDD Methodology
[syn] 3457 views, 15:17 An Efficient Causal Discovery Algorithm for Linear ModelsAn Efficient Causal Discovery Algorithm for Linear Models Laiwan Chan Laiwan Chan	[syn] 3753 views, 17:09 Compressed Fisher Linear Discriminant Analysis: Classification of Randomly Projected DataCompressed Fisher Linear Discriminant Analysis: Classification of Randomly Projected Data Robert J. Durrant Robert J. Durrant	[syn] 3402 views, 17:42 Scalable Similarity Search with Optimized Kernel HashingScalable Similarity Search with Optimized Kernel Hashing Junfeng He Junfeng He	[syn] 3203 views, 12:07 Universal Multi-Dimensional ScalingUniversal Multi-Dimensional Scaling Arvind Agarwal Arvind Agarwal 1 comment	[syn] 3902 views, 17:20 Semi-Supervised Sparse Metric Learning Using Alternating Linearization OptimizationSemi-Supervised Sparse Metric Learning Using Alternating Linearization Optimization Wei Liu Wei Liu
Session 22: Transfer and Multi-Task Learning
[syn] 3820 views, 14:45 Unsupervised Transfer Classification: Application to Text CategorizationUnsupervised Transfer Classification: Application to Text Categorization Tianbao Yang Tianbao Yang	[syn] 3038 views, 12:38 Nonnegative Shared Subspace Learning and Its Application to Social Media RetrievalNonnegative Shared Subspace Learning and Its Application to Social Media ... Sunil Kumar Gupta Sunil Kumar Gupta	[syn] 3770 views, 15:55 Learning Incoherent Sparse and Low-Rank Patterns from Multiple TasksLearning Incoherent Sparse and Low-Rank Patterns from Multiple Tasks Jianhui Chen Jianhui Chen	[syn] 4529 views, 14:36 Multi-Task Learning for Boosting with Application to Web Search RankingMulti-Task Learning for Boosting with Application to Web Search Ranking Srinivas Vadrevu Srinivas Vadrevu	[syn] 3723 views, 11:47 Transfer Metric Learning by Learning Task RelationshipsTransfer Metric Learning by Learning Task Relationships Yu Zhang Yu Zhang

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Topic taxonomy

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Language

Year

Research Sessions

Event sections

Session 01: Link and Click Prediction

Session 02: Frequent Item Sets Research

Session 03: Feature Selection Research

Session 04: Privacy-Sensitive Algorithms for Learning, Publishing, and Social Networks

Session 05: Classification Models and Tools Research

Session 06: Bioinformatics Research

Session 07: Privacy-Sensitive Mining Research

Session 08: Graph Algorithms Research

Session 09: Clustering Research

Session 10: Graph Mining and Classification Research

Session 11: Topic Modeling Research

Session 12: Algorithms for Recommendations

Session 13: Text Analysis

Session 14: Social Classification and Clustering

Session 15: Classification Algorithms and Analyses

Session 16: Recommendations: User Models and Mobility

Session 17: Social Network

Session 18: Ranking and Multi-Label Learning

Session 19: Propagation in Social Networks

Session 20: Evolving and Spatial Data

Session 21: KDD Methodology

Session 22: Transfer and Multi-Task Learning

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