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Applications to Healthcare and Medicine I
[syn] 1532 views, 14:16 LUDIA: An Aggregate-Constrained Low-Rank Reconstruction Algorithm to Leverage Publicly Released Health DataLUDIA: An Aggregate-Constrained Low-Rank Reconstruction Algorithm to Leverage Publicly Released ... Yubin Park Yubin Park	[syn] 2135 views, 15:21 People on Drugs: Credibility of User Statements in Health CommunitiesPeople on Drugs: Credibility of User Statements in Health Communities Subhabrata Mukherjee Subhabrata Mukherjee	[syn] 2976 views, 14:13 Unfolding Physiological State: Mortality Modelling in Intensive Care UnitsUnfolding Physiological State: Mortality Modelling in Intensive Care Units Marzyeh Ghassemi Marzyeh Ghassemi	[syn] 2611 views, 16:08 Unsupervised Learning of Disease Progression ModelsUnsupervised Learning of Disease Progression Models David Sontag David Sontag 2 comments	[syn] 1819 views, 15:48 Good-Enough Brain Model: Challenges, Algorithms and Discoveries in Multi-Subject ExperimentsGood-Enough Brain Model: Challenges, Algorithms and Discoveries in Multi-Subject Experiments Evangelos Papalexakis Evangelos Papalexakis
Location-based Services
[syn] 2228 views, 15:20 Prediction of Human Emergency Behavior and their Mobility following Large-scale DisasterPrediction of Human Emergency Behavior and their Mobility following Large-scale ... Xuan Song Xuan Song	[syn] 2009 views, 15:00 Inferring User Demographics and Social Strategies in Mobile Social NetworksInferring User Demographics and Social Strategies in Mobile Social Networks Yuxiao Dong Yuxiao Dong	[syn] 2846 views, 15:26 Travel Time Estimation of a Path using Sparse TrajectoriesTravel Time Estimation of a Path using Sparse Trajectories Yu Zheng Yu Zheng	[syn] 1902 views, 14:47 Modeling Human Location Data with Mixtures of Kernel DensitiesModeling Human Location Data with Mixtures of Kernel Densities Moshe Lichman Moshe Lichman	[syn] 4282 views, 20:20 A Cost-Effective Recommender System for Taxi DriversA Cost-Effective Recommender System for Taxi Drivers Meng Qu Meng Qu
Statistical Techniques for Big Data
[syn] 2323 views, 14:23 Parallel Gibbs Sampling for Hierarchical Dirichlet Processes via Gamma Processes EquivalenceParallel Gibbs Sampling for Hierarchical Dirichlet Processes via Gamma Processes ... Dehua Cheng Dehua Cheng	[syn] 1539 views, 18:41 Empirical Glitch ExplanationsEmpirical Glitch Explanations Tamraparni Dasu Tamraparni Dasu	[syn] 2682 views, 16:12 Learning with Dual Heterogeneity: A Nonparametric Bayes ModelLearning with Dual Heterogeneity: A Nonparametric Bayes Model Hongxia Yang Hongxia Yang	[syn] 2607 views, 15:46 Online Chinese Restaurant ProcessOnline Chinese Restaurant Process Chien-Liang Liu Chien-Liang Liu 1 comment	[syn] 5958 views, 19:17 Knowledge Vault: A Web-Scale Approach to Probabilistic Knowledge FusionKnowledge Vault: A Web-Scale Approach to Probabilistic Knowledge Fusion Kevin P. Murphy Kevin P. Murphy
Dynamic Graph Analysis
[syn] 2333 views, 15:53 Non-Parametric Scan Statistics for Event Detection and Forecasting in Heterogeneous Social Media GraphsNon-Parametric Scan Statistics for Event Detection and Forecasting in Heterogeneous ... Feng Chen Feng Chen	[syn] 2625 views, 12:49 Event Detection in Activity NetworksEvent Detection in Activity Networks Polina Rozenshtein Polina Rozenshtein	[syn] 2739 views, 13:42 FEMA: Flexible Evolutionary Multi-faceted Analysis for Dynamic Behavioral Pattern DiscoveryFEMA: Flexible Evolutionary Multi-faceted Analysis for Dynamic Behavioral Pattern Discovery Meng Jiang Meng Jiang	[syn] 1627 views, 12:57 Profit-maximizing Cluster HiresProfit-maximizing Cluster Hires Behzad Golshan Behzad Golshan	[syn] 2312 views, 13:07 On Social Event OrganizationOn Social Event Organization Keqian Li Keqian Li
Supervised Learning I
[syn] 3510 views, 12:50 FastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label LearningFastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label ... Yashoteja Prabhu Yashoteja Prabhu	[syn] 1741 views, 15:36 A Multi-class Boosting Method with Direct OptimizationA Multi-class Boosting Method with Direct Optimization Shaodan Zhai Shaodan Zhai	[syn] 2400 views, 14:20 Best Research Track Student Paper An Efficient Algorithm For Weak Hierarchical LassoAn Efficient Algorithm For Weak Hierarchical Lasso Yashu Liu Yashu Liu	[syn] 2059 views, 17:54 Online Multiple Kernel RegressionOnline Multiple Kernel Regression Steven C.H. Hoi Steven C.H. Hoi	[syn] 1660 views, 17:12 Class-Distribution Regularized Consensus Maximization for Alleviating Overfitting in Model CombinationClass-Distribution Regularized Consensus Maximization for Alleviating Overfitting in Model Combination Sihong Xie Sihong Xie
Scaling-up Methods for Big Data
[syn] 1501 views, 11:46 Improving the Modified Nyström Method Using Spectral ShiftingImproving the Modified Nyström Method Using Spectral Shifting Chao Zhang Chao Zhang	[syn] 2464 views, 15:03 Best Research Track Student Runner-up Paper Fast Flux Discriminant for Large-Scale Sparse Nonlinear ClassificationFast Flux Discriminant for Large-Scale Sparse Nonlinear Classification Wenlin Chen Wenlin Chen	[syn] 1550 views, 13:12 Scalable Histograms on Large Probabilistic Datase Nonlinear ClassificationScalable Histograms on Large Probabilistic Datase Nonlinear Classification Mingwang Tang Mingwang Tang	[syn] 2630 views, 20:06 Correlation Clustering in MapReduceCorrelation Clustering in MapReduce Flavio Chierichetti Flavio Chierichetti	[syn] 2411 views, 10:33 Scaling Out Big Data Missing Value ImputationsScaling Out Big Data Missing Value Imputations Christos Anagnostopoulos Christos Anagnostopoulos
Data Streams
[syn] 2895 views, 16:22 Prototype-based Learning on Concept-drifting Data StreamsPrototype-based Learning on Concept-drifting Data Streams Zahra Ahmadi Zahra Ahmadi	[syn] 1937 views, 14:22 Detecting Moving Object Outliers In Massive-Scale Trajectory StreamsDetecting Moving Object Outliers In Massive-Scale Trajectory Streams Lei Cao Lei Cao	[syn] 2687 views, 17:37 The Setwise Stream Classification ProblemThe Setwise Stream Classification Problem Charu Aggarwal Charu Aggarwal	[syn] 1702 views, 13:49 Streamed Approximate Counting of Distinct ElementsStreamed Approximate Counting of Distinct Elements Daniel Ting Daniel Ting	[syn] 1708 views, 14:31 Time-Varying Learning and Content Analytics via Sparse Factor AnalysisTime-Varying Learning and Content Analytics via Sparse Factor Analysis Andrew S. Lan Andrew S. Lan
Scaling-up Graph Algorithms
[syn] 1701 views, 14:24 Almost Linear-Time Algorithms for Adaptive Betweenness Centrality using Hypergraph SketchesAlmost Linear-Time Algorithms for Adaptive Betweenness Centrality using Hypergraph Sketches Yuichi Yoshida Yuichi Yoshida	[syn] 2348 views, 12:21 Efficient SimRank Computation via LinearizationEfficient SimRank Computation via Linearization Takanori Maehara Takanori Maehara 2 comments	[syn] 1954 views, 12:02 FAST-PPR: Scaling Personalized PageRank Estimation for Large GraphsFAST-PPR: Scaling Personalized PageRank Estimation for Large Graphs Peter Lofgren Peter Lofgren	[syn] 2119 views, 15:32 Graph Sample and Hold: A Framework for Big-Graph AnalyticsGraph Sample and Hold: A Framework for Big-Graph Analytics Nesreen K. Ahmed Nesreen K. Ahmed	[syn] 1845 views, 16:05 Balanced Graph Edge PartitionBalanced Graph Edge Partition Milan Vojnovic Milan Vojnovic
Text Mining
[syn] 3674 views, 14:14 Mining Topics in Documents: Standing on the Shoulders of Big DataMining Topics in Documents: Standing on the Shoulders of Big ... Zhiyuan (Brett) Chen Zhiyuan (Brett) Chen 1 comment	[syn] 2582 views, 13:58 Integrating Spreadsheet Data via Accurate and Low-Effort ExtractionIntegrating Spreadsheet Data via Accurate and Low-Effort Extraction Zhe (Shirley) Chen Zhe (Shirley) Chen	[syn] 1734 views, 11:01 Sentiment Expression Conditioned by Affective Transitions and Social ForcesSentiment Expression Conditioned by Affective Transitions and Social Forces Moritz Sudhof Moritz Sudhof	[syn] 1804 views, 12:27 Entity Profiling with Varying Source ReliabilitiesEntity Profiling with Varying Source Reliabilities Furong Li Furong Li
Supervised Learning II
[syn] 1892 views, 15:11 Large Margin Distribution MachineLarge Margin Distribution Machine Ming Li Ming Li	[syn] 2728 views, 10:39 Distance Metric Learning Using Dropout: A Structured Regularization ApproachDistance Metric Learning Using Dropout: A Structured Regularization Approach Juhua Hu Juhua Hu	[syn] 2220 views, 09:15 Box Drawings for Learning with Imbalanced DataBox Drawings for Learning with Imbalanced Data Siong Thye Goh Siong Thye Goh	[syn] 1782 views, 14:38 Incremental and Decremental Training for Linear ClassificationIncremental and Decremental Training for Linear Classification Ching-Pei Lee Ching-Pei Lee	[syn] 2670 views, 15:16 Supervised Deep Learning with Auxiliary NetworksSupervised Deep Learning with Auxiliary Networks Wei Fan Wei Fan
Applications to Healthcare and Medicine II
[syn] 2939 views, 14:26 FUNNEL: Automatic Mining of Spatially Coevolving EpidemicsFUNNEL: Automatic Mining of Spatially Coevolving Epidemics Yasuko Matsubara Yasuko Matsubara	[syn] 1910 views, 11:54 Marble: High-throughput Phenotyping from Electronic Health Records via Sparse Nonnegative Tensor FactorizationMarble: High-throughput Phenotyping from Electronic Health Records via Sparse Nonnegative ... Joyce C. Ho Joyce C. Ho	1517 views, 11:28 Scalable Noise Mining in Long-Term Electrocardiographic Time-Series to Predict Death Following Heart AttacksScalable Noise Mining in Long-Term Electrocardiographic Time-Series to Predict Death ... Chih-Chun Chia Chih-Chun Chia	[syn] 2246 views, 14:08 From Micro to Macro: Data Driven Phenotyping by Densification of Longitudinal Electronic Medical RecordsFrom Micro to Macro: Data Driven Phenotyping by Densification of ... Jiayu Zhou Jiayu Zhou	[syn] 2056 views, 15:16 Clinical Risk Prediction with Multilinear Sparse Logistic RegressionClinical Risk Prediction with Multilinear Sparse Logistic Regression Fei Wang Fei Wang
[syn] 1559 views, 13:59 Dual Beta Process Priors for Latent Cluster Discovery in Chronic Obstructive Pulmonary DiseaseDual Beta Process Priors for Latent Cluster Discovery in Chronic ... James C. Ross James C. Ross
Diffusion in Social and Information Networks
[syn] 1836 views, 16:41 A Bayesian Framework for Estimating Properties of Network DiffusionsA Bayesian Framework for Estimating Properties of Network Diffusions Indrajit Bhattacharya Indrajit Bhattacharya	[syn] 1912 views, 19:31 Scalable Diffusion-Aware Optimization of Network TopologyScalable Diffusion-Aware Optimization of Network Topology Elias Boutros Khalil Elias Boutros Khalil	[syn] 2209 views, 13:15 Probabilistic Latent Network Visualization: Inferring and Embedding Diffusion NetworksProbabilistic Latent Network Visualization: Inferring and Embedding Diffusion Networks Takeshi Kurashima Takeshi Kurashima	[syn] 2221 views, 17:35 MMRate: Inferring Multi-aspect Diffusion Networks with Multi-pattern CascadesMMRate: Inferring Multi-aspect Diffusion Networks with Multi-pattern Cascades Senzhang Wang Senzhang Wang	[syn] 2189 views, 15:46 Stability of Influence MaximizationStability of Influence Maximization Xinran He Xinran He
Recommender Systems
[syn] 2696 views, 20:32 COM: a Generative Model for Group RecommendationCOM: a Generative Model for Group Recommendation Chin-Yew Lin Chin-Yew Lin	[syn] 2641 views, 14:50 Leveraging User Libraries to Bootstrap Collaborative FilteringLeveraging User Libraries to Bootstrap Collaborative Filtering Laurent Charlin Laurent Charlin	[syn] 1641 views, 15:58 Topic-Factorized Ideal Point Estimation Model for Legislative Voting NetworkTopic-Factorized Ideal Point Estimation Model for Legislative Voting Network Yupeng Gu Yupeng Gu	[syn] 3061 views, 13:12 Jointly Modeling Aspects, Ratings and Sentiments for Movie Recommendation (JMARS)Jointly Modeling Aspects, Ratings and Sentiments for Movie Recommendation (JMARS) Chao-Yuan Wu Chao-Yuan Wu 1 comment	[syn] 1380 views, 14:56 User Effort Minimization Through Adaptive DiversificationUser Effort Minimization Through Adaptive Diversification Mahbub Hasan Mahbub Hasan
Security and Privacy
[syn] 2091 views, 14:21 Differentially Private Network Data Release via Structural InferenceDifferentially Private Network Data Release via Structural Inference Qian Xiao Qian Xiao	[syn] 1508 views, 15:54 Exponential Random Graph Estimation under Differential PrivacyExponential Random Graph Estimation under Differential Privacy Wentian Lu Wentian Lu	[syn] 2067 views, 17:34 Top-k Frequent Itemsets via Differentially Private FP-treesTop-k Frequent Itemsets via Differentially Private FP-trees Jaewoo Lee Jaewoo Lee	[syn] 2705 views, 14:32 CatchSync: Catching Synchronized Behavior in Large Directed GraphsCatchSync: Catching Synchronized Behavior in Large Directed Graphs Meng Jiang Meng Jiang	[syn] 1985 views, 14:06 Mobile App Recommendations with Security and Privacy AwarenessMobile App Recommendations with Security and Privacy Awareness Hengshu Zhu Hengshu Zhu
Active Learning
[syn] 1773 views, 16:09 Active-Transductive Learning with Label-Adapted KernelsActive-Transductive Learning with Label-Adapted Kernels Dan Kushnir Dan Kushnir	[syn] 2434 views, 13:49 Active Learning For Sparse Bayesian Multilabel ClassificationActive Learning For Sparse Bayesian Multilabel Classification Deepak Vasisht Deepak Vasisht	[syn] 1630 views, 12:58 Large-Scale Adaptive Semi-Supervised Learning via Unified Inductive and Transductive ModelLarge-Scale Adaptive Semi-Supervised Learning via Unified Inductive and Transductive Model Heng Huang Heng Huang 1 comment	[syn] 1636 views, 15:15 Active Semi-Supervised Learning Using Sampling Theory for Graph SignalsActive Semi-Supervised Learning Using Sampling Theory for Graph Signals Akshay Gadde Akshay Gadde	[syn] 2091 views, 14:53 Active Collaborative Permutation LearningActive Collaborative Permutation Learning Jialei Wang Jialei Wang
Graph Mining and Modeling
[syn] 3554 views, 17:04 Core Decomposition of Uncertain GraphsCore Decomposition of Uncertain Graphs Yana Volkovich Yana Volkovich	[syn] 1586 views, 13:32 Learning Multifractal Structure in Large NetworksLearning Multifractal Structure in Large Networks Austin R. Benson, Sven Peter Schmit Austin R. Benson, Sven Peter Schmit	[syn] 2822 views, 16:31 Temporal Skeletonization on Sequential Data: Patterns, Categorization, and VisualizationTemporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization Chuanren Liu Chuanren Liu	[syn] 1836 views, 12:08 Focused Clustering and Outlier Detection in Large Attributed GraphsFocused Clustering and Outlier Detection in Large Attributed Graphs Bryan Perozzi Bryan Perozzi	[syn] 1623 views, 14:07 Inside the Atoms: Ranking on a Network of NetworksInside the Atoms: Ranking on a Network of Networks Jingchao Ni Jingchao Ni
Clustering
[syn] 2293 views, 13:47 Relevant Overlapping Subspace Clusters on Categorical DataRelevant Overlapping Subspace Clusters on Categorical Data Xiao He Xiao He	[syn] 2115 views, 15:32 Batch Discovery of Recurring Rare Classes toward Identifying Anomalous SamplesBatch Discovery of Recurring Rare Classes toward Identifying Anomalous Samples M. Murat Dundar M. Murat Dundar	[syn] 2302 views, 17:49 SMVC: Semi-Supervised Multi-View Clustering in Subspace ProjectionsSMVC: Semi-Supervised Multi-View Clustering in Subspace Projections Ines Färber Ines Färber
Trend, Anomaly, and Novelty Detection
[syn] 1652 views, 15:35 Sleep Analytics and Online Selective Anomaly DetectionSleep Analytics and Online Selective Anomaly Detection Tahereh Babaie Tahereh Babaie	[syn] 1930 views, 13:59 FBLG: A Simple and Effective Approach for Temporal Dependence Discovery from Time Series DataFBLG: A Simple and Effective Approach for Temporal Dependence Discovery ... Dehua Cheng Dehua Cheng	[syn] 2910 views, 13:38 Learning Time-Series ShapeletsLearning Time-Series Shapelets Josif Grabocka Josif Grabocka	[syn] 1631 views, 17:58 Utilizing Temporal Patterns for Estimating Uncertainty in Interpretable Early Decision MakingUtilizing Temporal Patterns for Estimating Uncertainty in Interpretable Early Decision ... Zoran Obradovic Zoran Obradovic
Social Network Analysis
[syn] 2341 views, 15:03 Using Strong Triadic Closure to Characterize Ties in Social NetworksUsing Strong Triadic Closure to Characterize Ties in Social Networks Stavros Sintos Stavros Sintos	[syn] 1979 views, 12:09 Network Structural Analysis via Core-Tree-DecompositionNetwork Structural Analysis via Core-Tree-Decomposition Takanori Maehara Takanori Maehara	[syn] 5394 views, 15:20 Analyzing Expert Behaviors in Collaborative NetworksAnalyzing Expert Behaviors in Collaborative Networks Huan Sun Huan Sun	[syn] 1456 views, 09:48 Predicting Long-Term Impact of CQA Posts: A Comprehensive ViewpointPredicting Long-Term Impact of CQA Posts: A Comprehensive Viewpoint Yuan Yao Yuan Yao	[syn] 1851 views, 15:08 Who Are Experts Specializing in Landscape Photography?Who Are Experts Specializing in Landscape Photography? Bin Bi Bin Bi
Large-scale Optimization and Learning
[syn] 2271 views, 13:03 Efficient Mini-batch Training for Stochastic OptimizationEfficient Mini-batch Training for Stochastic Optimization Mu Li Mu Li	[syn] 2576 views, 14:43 Streaming Submodular Maximization: Massive Data Summarization on the FlyStreaming Submodular Maximization: Massive Data Summarization on the Fly Baharan Mirzasoleiman Baharan Mirzasoleiman	[syn] 1465 views, 16:50 Distance Queries from Sampled Data: Accurate and EfficientDistance Queries from Sampled Data: Accurate and Efficient Edith Cohen Edith Cohen	[syn] 1452 views, 13:23 Improved Testing of Low Rank MatricesImproved Testing of Low Rank Matrices Yi Li Yi Li	[syn] 4289 views, 12:18 DeepWalk: Online Learning of Social RepresentationsDeepWalk: Online Learning of Social Representations Bryan Perozzi Bryan Perozzi
Topic Modeling
[syn] 2429 views, 17:19 TCS: Efficient Topic Discovery over Crowd-oriented Service DataTCS: Efficient Topic Discovery over Crowd-oriented Service Data Lei Chen Lei Chen	[syn] 3067 views, 13:44 SigniTrend: Scalable Detection of Emerging Topics in Textual Streams by Hashed Significance ThresholdsSigniTrend: Scalable Detection of Emerging Topics in Textual Streams by ... Michael Weiler Michael Weiler	[syn] 2025 views, 16:18 Experiments with Non-parametric Topic ModelsExperiments with Non-parametric Topic Models Wray Buntine, Swapnil Mishra Wray Buntine, Swapnil Mishra	[syn] 3095 views, 11:55 Best Research Track Paper Reducing the Sampling Complexity of Topic ModelsReducing the Sampling Complexity of Topic Models Aaron Li Aaron Li	[syn] 1577 views, 18:21 Dynamics of News Events and Social Media ReactionDynamics of News Events and Social Media Reaction Mikalai Tsytsarau Mikalai Tsytsarau
Network Community Detection
[syn] 2013 views, 16:13 Community Membership Identification from Small Seed SetsCommunity Membership Identification from Small Seed Sets Isabel M. Kloumann Isabel M. Kloumann	[syn] 1921 views, 13:49 Community Detection in Graphs through CorrelationCommunity Detection in Graphs through Correlation Lian Duan Lian Duan	[syn] 1654 views, 11:34 Heat Kernel Based Community DetectionHeat Kernel Based Community Detection Kyle Kloster Kyle Kloster	[syn] 2335 views, 15:10 On the Permanence of Vertices in Network CommunitiesOn the Permanence of Vertices in Network Communities Tanmoy Chakraborty Tanmoy Chakraborty	[syn] 1721 views, 15:06 The Interplay Between Dynamics and Networks: Centrality, Communities, and Cheeger InequalityThe Interplay Between Dynamics and Networks: Centrality, Communities, and Cheeger ... Rumi Ghosh Rumi Ghosh
Dimensionality Reduction
[syn] 2154 views, 15:18 Fast DTT - A Near Linear Algorithm for Decomposing a Tensor into Factor TensorsFast DTT - A Near Linear Algorithm for Decomposing a ... Xiaomin Fang Xiaomin Fang	[syn] 2482 views, 14:35 Clustering and Projected Clustering with Adaptive NeighborsClustering and Projected Clustering with Adaptive Neighbors Heng Huang Heng Huang 1 comment	[syn] 1971 views, 13:52 LWI-SVD: Low-rank, Windowed, Incremental Singular Value Decompositions on Time-Evolving Data SetsLWI-SVD: Low-rank, Windowed, Incremental Singular Value Decompositions on Time-Evolving Data ... Xilun Chen Xilun Chen	[syn] 1675 views, 16:55 Provable Deterministic Leverage Score SamplingProvable Deterministic Leverage Score Sampling Christos Boutsidis Christos Boutsidis	[syn] 1534 views, 12:55 Semantic Visualization for Spherical RepresentationSemantic Visualization for Spherical Representation Tuan M. V. Le Tuan M. V. Le
Novel Applications
[syn] 1700 views, 15:14 Grouping Students in Educational SettingsGrouping Students in Educational Settings Behzad Golshan Behzad Golshan 1 comment	[syn] 2781 views, 16:05 Inferring Gas Consumption and Pollution Emission of Vehicles throughout a CityInferring Gas Consumption and Pollution Emission of Vehicles throughout a ... Yu Zheng Yu Zheng	[syn] 2313 views, 16:44 Methods for Ordinal Peer GradingMethods for Ordinal Peer Grading Karthik Raman Karthik Raman	[syn] 2342 views, 12:36 Exploiting Geographic Dependencies for Real Estate AppraisalExploiting Geographic Dependencies for Real Estate Appraisal Yanjie Fu Yanjie Fu 1 comment	[syn] 1546 views, 14:41 Towards Scalable Critical Alert MiningTowards Scalable Critical Alert Mining Bo Zong Bo Zong
Crowds and Markets
[syn] 1909 views, 16:20 From Labor to Trader: Opinion Elicitation via Online Crowds as a MarketFrom Labor to Trader: Opinion Elicitation via Online Crowds as ... Caleb Chen Cao Caleb Chen Cao	[syn] 2771 views, 15:36 Optimal Real-Time Bidding for Display AdvertisingOptimal Real-Time Bidding for Display Advertising Weinan Zhang Weinan Zhang	[syn] 1678 views, 13:51 Quantifying Herding Effects in Crowd WisdomQuantifying Herding Effects in Crowd Wisdom Ting Wang Ting Wang	[syn] 1857 views, 15:03 Modeling Delayed Feedback in Display AdvertisingModeling Delayed Feedback in Display Advertising Olivier Chapelle Olivier Chapelle	[syn] 1923 views, 14:15 Networked Bandits with Disjoint Linear PayoffsNetworked Bandits with Disjoint Linear Payoffs Meng Fang Meng Fang
Social and Information Networks
[syn] 2774 views, 14:21 Who to Follow and Why: Link Prediction with ExplanationsWho to Follow and Why: Link Prediction with Explanations Nicola Barbieri Nicola Barbieri	[syn] 1886 views, 17:01 Activity-edge Centric Multi-label Classification for Mining Heterogeneous Information NetworksActivity-edge Centric Multi-label Classification for Mining Heterogeneous Information Networks Yang Zhou Yang Zhou	[syn] 2389 views, 18:21 Meta-path based Multi-network Collective Link PredictionMeta-path based Multi-network Collective Link Prediction Jiawei Zhang Jiawei Zhang	[syn] 1604 views, 19:48 Fast Influence-based Coarsening for Large NetworksFast Influence-based Coarsening for Large Networks B. Aditya Prakash B. Aditya Prakash	[syn] 1693 views, 13:17 Minimizing Seed Set Selection with Probabilistic Coverage Guarantee in a Social NetworkMinimizing Seed Set Selection with Probabilistic Coverage Guarantee in a ... Peng Zhang Peng Zhang
Web Mining
[syn] 1768 views, 15:45 Open-domain Quantity Queries on Web Tables: Annotation, Response, and Consensus ModelsOpen-domain Quantity Queries on Web Tables: Annotation, Response, and Consensus ... Sunita Sarawagi Sunita Sarawagi	[syn] 2277 views, 11:21 Crowdsourced Time-sync Video Tagging using Temporal and Personalized Topic ModelingCrowdsourced Time-sync Video Tagging using Temporal and Personalized Topic Modeling Bin Wu Bin Wu	[syn] 1668 views, 12:02 Identifying and Labeling Search Tasks via Query-based Hawkes ProcessesIdentifying and Labeling Search Tasks via Query-based Hawkes Processes Liangda Li Liangda Li	[syn] 1700 views, 13:43 LaSEWeb: Automating Search Strategies over Semi-structured Web DataLaSEWeb: Automating Search Strategies over Semi-structured Web Data Oleksandr Polozov Oleksandr Polozov	[syn] 2066 views, 12:41 Personalized Search Result Diversification via Structured LearningPersonalized Search Result Diversification via Structured Learning Maarten de Rijke Maarten de Rijke
Recommendations and Rankings
[syn] 2368 views, 13:55 Optimal Recommendations under Attraction, Aversion, and Social InfluenceOptimal Recommendations under Attraction, Aversion, and Social Influence Wei Lu Wei Lu	[syn] 2281 views, 15:39 ClusCite: Effective Citation Recommendation by Information Network-Based ClusteringClusCite: Effective Citation Recommendation by Information Network-Based Clustering Xiang Ren Xiang Ren	[syn] 3149 views, 17:21 GeoMF: Joint Geographical Modeling and Matrix Factorization for Point-of-Interest RecommendationGeoMF: Joint Geographical Modeling and Matrix Factorization for Point-of-Interest Recommendation Xing Xie Xing Xie	[syn] 1783 views, 18:32 Detecting Anomalies in Dynamic Rating Data: A Robust Probabilistic Model for Rating EvolutionDetecting Anomalies in Dynamic Rating Data: A Robust Probabilistic Model ... Stephan Günnemann Stephan Günnemann	[syn] 3597 views, 14:18 Product Selection Problem: Improve Market Share by Learning Consumer BehaviorProduct Selection Problem: Improve Market Share by Learning Consumer Behavior Silei Xu Silei Xu
Transfer Learning
[syn] 2182 views, 14:36 Efficient Multi-Task Feature Learning with CalibrationEfficient Multi-Task Feature Learning with Calibration Pinghua Gong Pinghua Gong	[syn] 1586 views, 12:20 Multi-task Copula by Sparse Graph RegressionMulti-task Copula by Sparse Graph Regression	[syn] 1848 views, 16:34 Unifying Learning to Rank and Domain Adaptation: Enabling Cross-Task Document ScoringUnifying Learning to Rank and Domain Adaptation: Enabling Cross-Task Document ... Mianwei Zhou Mianwei Zhou	[syn] 2284 views, 16:57 Scalable Heterogeneous Translated HashingScalable Heterogeneous Translated Hashing Ying Wei Ying Wei	[syn] 2420 views, 12:41 Matching Users and Items Across Domains to Improve the Recommendation QualityMatching Users and Items Across Domains to Improve the Recommendation ... Chung-Yi Li Chung-Yi Li

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1 Jason, October 10, 2014 at 10:20 p.m.:

Where is the feature selection session?

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Topic taxonomy

Type of content

Language

Year

Research Sessions

Event sections

Applications to Healthcare and Medicine I

Location-based Services

Statistical Techniques for Big Data

Dynamic Graph Analysis

Supervised Learning I

Scaling-up Methods for Big Data

Data Streams

Scaling-up Graph Algorithms

Text Mining

Supervised Learning II

Applications to Healthcare and Medicine II

Diffusion in Social and Information Networks

Recommender Systems

Security and Privacy

Active Learning

Graph Mining and Modeling

Clustering

Trend, Anomaly, and Novelty Detection

Social Network Analysis

Large-scale Optimization and Learning

Topic Modeling

Network Community Detection

Dimensionality Reduction

Novel Applications

Crowds and Markets

Social and Information Networks

Web Mining

Recommendations and Rankings

Transfer Learning

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