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Videos
Clustering Track

Adapting the Right Measures for K-Means Clustering
Sep 14, 2009
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5487 views

Co-Clustering on Manifolds
Sep 14, 2009
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5346 views

Improving Clustering Stability with Combinatorial MRFs
Sep 14, 2009
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4311 views

A Principled and Flexible Framework for Finding Alternative Clusterings
Sep 14, 2009
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3385 views

Ranking-Based Clustering of Heterogeneous Information Networks with Star Network...
Sep 14, 2009
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7419 views

Fast Approximate Spectral Clustering
Sep 14, 2009
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5080 views
Recommender Systems Track

Regression-Based Latent Factor Models
Sep 14, 2009
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7777 views

Collaborative Filtering with Temporal Dynamics
Sep 14, 2009
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16578 views

Mind the Gaps: Weighting the Unknown in Large-Scale One-Class Collaborative Filt...
Sep 4, 2019
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168 views

TANGENT: A Novel, 'Surprise-me' Recommendation Algorithm
Sep 14, 2009
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4519 views

TrustWalker: A Random Walk Model for Combining Trust-Based and Item-Based Recomm...
Sep 14, 2009
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6573 views

Learning Optimal Ranking with Tensor Factorization for Tag Recommendation
Sep 14, 2009
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5395 views
Temporal & Streams Mining Track

Toward Autonomic Grids: Analyzing the Job Flow with Affinity Streaming
Sep 14, 2009
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4371 views

Grouped Graphical Granger Modeling Methods for Temporal Causal Modeling
Sep 14, 2009
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4104 views

Spatial-Temporal Causal Modeling for Climate Change Attribution
Sep 14, 2009
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4435 views

Issues in Evaluation of Stream Learning Algorithms
Sep 14, 2009
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4606 views

New Ensemble Methods for Evolving Data Streams
Sep 14, 2009
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4698 views

Causality Quantification and Its Applications: Structuring and Modeling of Multi...
Sep 14, 2009
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438 views
Social Content Track

Exploiting Wikipedia as External Knowledge for Document Clustering
Sep 14, 2009
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4213 views

Characterizing Individual Communication Patterns
Sep 14, 2009
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3737 views

Collective Annotation of Wikipedia Entities in Web Text
Sep 14, 2009
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5601 views

Analyzing Patterns of User Content Generation in Online Social Networks
Sep 14, 2009
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5194 views
Supervised Learning Track

Cross Domain Distribution Adaptation via Kernel Mapping
Sep 14, 2009
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4455 views

Feature Shaping for Linear SVM Classifiers
Sep 14, 2009
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3793 views

Primal Sparse Max-Margin Markov Networks
Sep 14, 2009
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3995 views

Large-Scale Sparse Logistic Regression
Sep 14, 2009
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7310 views
Anomaly & Streams Track

Learning with a Non-Exhaustive Training Dataset: Detection of Bacteria Cultures ...
Sep 14, 2009
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3743 views

Genre-Based Decomposition of Email Class Noise
Sep 14, 2009
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3027 views

DynaMMo: Mining and Summarization of Coevolving Sequences with Missing Values
Sep 14, 2009
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3739 views

Efficient Anomaly Monitoring Over Moving Object Trajectory Streams
Sep 14, 2009
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4065 views

CoCo: Coding Cost for Parameter-free Outlier Detection
Sep 14, 2009
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3614 views
Text Mining Track

Connections between the Lines: Augmenting Social Networks with Text
Sep 14, 2009
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4581 views

Efficient Methods for Topic Model Inference on Streaming Document Collections
Sep 14, 2009
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4517 views

Structured Correspondence Topic Models for Mining Captioned Figures in Biologica...
Sep 14, 2009
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3843 views

Extracting Discriminative Concepts for Domain Adaptation in Text Mining
Sep 14, 2009
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3780 views

Name-Ethnicity Classification from Open Sources
Sep 14, 2009
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3702 views
Graph Mining Track

Doulion: Counting Triangles in Massive Graphs with a Coin
Aug 14, 2009
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6148 views

Constant-Factor Approximation Algorithms for Identifying Dynamic Communities
Sep 14, 2009
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3843 views

Combining Link and Content for Community Detection: A Discriminative Approach
Sep 14, 2009
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2270 views

Parallel Community Detection on Large Networks with Propinquity Dynamics
Sep 14, 2009
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4656 views

Large-Scale Graph Mining Using Backbone Refinement Classes
Sep 14, 2009
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4242 views
Search & Advertising Track

Mining Broad Latent Query Aspects from Search Sessions
Sep 14, 2009
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3129 views

Mining Rich Session Context to Improve Web Search
Sep 14, 2009
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4027 views

BBM: Bayesian Browsing Model from Petabyte-scale Data
Sep 14, 2009
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3260 views

On Burstiness-Aware Search for Document Sequences
Sep 14, 2009
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3087 views

Audience Selection for On-line Brand Advertising: Privacy-friendly Social Networ...
Sep 14, 2009
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2068 views
Combined: Anomaly Detection Track

A LRT Framework for Fast Spacial Anomaly Detection
Sep 14, 2009
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3900 views

Category Detection Using Hierarchical Mean Shift
Aug 14, 2009
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4379 views

Anomalous Window Discovery through Scan Statistics for Linear Intersecting Paths...
Sep 14, 2009
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3508 views

BGP-lens: Patterns and Anomalies in Internet Routing Updates
Sep 14, 2009
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4781 views

Network Anomaly Detection based on Eigen Equation Compression
Aug 14, 2009
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1980 views
Statistical & Consensus Methods Track

Consensus Group Stable Feature Selection
Sep 14, 2009
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3781 views

Scalable Pseudo-Likelihood Estimation in Hybrid Random Fields
Sep 14, 2009
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3604 views

Heterogeneous Source Consensus Learning via Decision Propagation and Negotiation
Sep 14, 2009
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3442 views

Constrained Optimization for Validation-Guided Conditional Random Field Learning
Sep 14, 2009
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4355 views

Tell Me Something I Don't Know: Randomization Strategies for Iterative Data Mini...
Sep 14, 2009
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3511 views
Privacy & Semi-Supervised Methods Track

Differentially Private Recommender Systems: Building Privacy into the Netflix Pr...
Sep 14, 2009
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4069 views

On the Tradeoff Between Privacy and Utility in Data Publishing
Sep 14, 2009
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4242 views

Collusion-Resistant Anonymous Data Collection Method
Sep 14, 2009
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3935 views

The Offset Tree for Learning with Partial Labels
Sep 14, 2009
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3472 views

Information Theoretic Regularization for Semi-Supervised Boosting
Sep 14, 2009
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3108 views
Pattern Mining Applications Track

WhereNext: a Location Predictor on Trajectory Pattern Mining
Sep 14, 2009
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5500 views

An Association Analysis Approach to Biclustering
Sep 14, 2009
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5275 views

Learning, Indexing, and Diagnosing Network Faults
Sep 14, 2009
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2932 views

Classification of Software Behaviors for Failure Detection: A Discriminative Pat...
Sep 14, 2009
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3980 views

Mining Discrete Patterns via Binary Matrix Factorization
Sep 14, 2009
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4985 views
Social Networks Track

Mining Social Networks for Personalized Email Prioritization
Sep 14, 2009
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3612 views

On Compressing Social Networks
Sep 14, 2009
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4026 views

Social Influence Analysis in Large-scale Networks
Sep 14, 2009
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6620 views

Efficient Influence Maximization in Social Networks
Sep 14, 2009
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2057 views

Finding a Team of Experts in Social Networks
Sep 14, 2009
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4707 views
Web & Behavior Mining Track

Large-Scale Behavioral Targeting
Sep 14, 2009
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8299 views

User Grouping Behavior in Online Forums
Sep 14, 2009
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5313 views

Mining for the Most Certain Predictions from Dyadic Data
Sep 14, 2009
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3571 views

Exploring Social Tagging Graph for Web Object Classification
Sep 14, 2009
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3593 views
Active Learning Track

Regret-based Online Ranking for a Growing Digital Library
Sep 14, 2009
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3301 views

Improving Data Mining Utility with Projective Sampling
Sep 14, 2009
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3756 views

Effective Multi-Label Active Learning for Text Classification
Sep 14, 2009
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5434 views

Efficiently Learning the Accuracy of Labeling Sources for Selective Sampling
Sep 14, 2009
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4032 views
Dynamic Social Networks Track

Co-evolution of Social and Affiliation Networks
Sep 14, 2009
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425 views

Measuring the Effects of Preprocessing Decisions and Network Forces in Dynamic N...
Sep 14, 2009
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2884 views

Learning Patterns in the Dynamics of Biological Networks
Sep 14, 2009
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3142 views

Meme-tracking and the dynamics of the news cycle
Sep 14, 2009
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9529 views
Multi-Relational Mining Track

A Multi-Relational Approach to Spatial Classification
Sep 14, 2009
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4629 views

MetaFac: Community Discovery via Relational Hypergraph Factorization
Sep 14, 2009
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4289 views

Using Graph-based Metrics with Empirical Risk Minimization to Speed Up Active Le...
Sep 14, 2009
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3225 views

Characteristic Relational Patterns
Sep 14, 2009
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3599 views

Relational Learning via Latent Social Dimensions
Sep 14, 2009
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1949 views
on and Management of Data Center Chillers using Temporal

Detection of Unique Temporal Segments by Information Theoretic Meta-clustering
Sep 14, 2009
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3294 views

Learning Dynamic Temporal Graphs for Oil-production Equipment Monitoring System
Aug 14, 2009
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2139 views

Sustainable Operation and Management of Data Center Chillers using Temporal Data...
Aug 14, 2009
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1772 views

Temporal mining for interactive workflow data analysis
Sep 14, 2009
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4046 views

Time Series Shapelets: A New Primitive for Data Mining
Sep 14, 2009
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7351 views
Frequent Patterns Track

Towards Efficient Mining of Proportional Fault-Tolerant Frequent Itemsets
Sep 14, 2009
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3500 views

Correlated Itemset Mining in ROC Space: A Constraint Programming Approach
Sep 14, 2009
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4189 views

Probabilistic Frequent Itemset Mining in Uncertain Databases
Sep 14, 2009
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3306 views
Web Mining Track

Optimizing Web Traffic via the Media Scheduling Problem
Sep 14, 2009
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3684 views

A Viewpoint-based Approach for Interaction Graph Analysis
Sep 14, 2009
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4199 views

A Generalized Co-HITS Algorithm and Its Application to Bipartite Graphs
Sep 14, 2009
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5509 views

Turning Down the Noise in the Blogosphere
Sep 14, 2009
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3956 views

Scalable Graph Clustering Using Stochastic Flows: Applications to Community Disc...
Sep 14, 2009
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4414 views
Combined: Applications Track

Enabling Analysts in Managed Services for CRM Analytics
Sep 14, 2009
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3844 views

COA: Finding Novel Patents through Text Analysis
Jan 11, 2010
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4368 views

Drosophila Gene Expression Pattern Annotation Using Sparse Features and Term-ter...
Sep 14, 2009
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3509 views

Quantification and Semi-supervised Classification Methods for Handling Changes i...
Sep 14, 2009
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3642 views

Augmenting the Generalized Hough Transform to Enable the Mining of Petroglyphs
Sep 14, 2009
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3760 views

Mining Brain Region Connectivity for Alzheimer's Disease Study via Sparse Invers...
Sep 14, 2009
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3881 views

Multi-focal Learning and Its Application to Customer Service Support
Sep 14, 2009
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3309 views