Jun 28, 2009 
108 videos 
Research Track
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Clustering Track
Adapting the Right Measures for K-Means Clustering
Sep 14, 2009 5497 views
Co-Clustering on Manifolds
Sep 14, 2009 5358 views
Improving Clustering Stability with Combinatorial MRFs
Sep 14, 2009 4326 views
A Principled and Flexible Framework for Finding Alternative Clusterings
Sep 14, 2009 3391 views
Ranking-Based Clustering of Heterogeneous Information Networks with Star Network...
Sep 14, 2009 7435 views
Fast Approximate Spectral Clustering
Sep 14, 2009 5098 views
Recommender Systems Track
Regression-Based Latent Factor Models
Sep 14, 2009 7785 views
Collaborative Filtering with Temporal Dynamics
Sep 14, 2009 16614 views
Mind the Gaps: Weighting the Unknown in Large-Scale One-Class Collaborative Filt...
Sep 4, 2019 168 views
TANGENT: A Novel, 'Surprise-me' Recommendation Algorithm
Sep 14, 2009 4527 views
TrustWalker: A Random Walk Model for Combining Trust-Based and Item-Based Recomm...
Sep 14, 2009 6582 views
Learning Optimal Ranking with Tensor Factorization for Tag Recommendation
Sep 14, 2009 5403 views
Temporal & Streams Mining Track
Toward Autonomic Grids: Analyzing the Job Flow with Affinity Streaming
Sep 14, 2009 4386 views
Grouped Graphical Granger Modeling Methods for Temporal Causal Modeling
Sep 14, 2009 4114 views
Spatial-Temporal Causal Modeling for Climate Change Attribution
Sep 14, 2009 4445 views
Issues in Evaluation of Stream Learning Algorithms
Sep 14, 2009 4618 views
New Ensemble Methods for Evolving Data Streams
Sep 14, 2009 4711 views
Causality Quantification and Its Applications: Structuring and Modeling of Multi...
Sep 14, 2009 438 views
Social Content Track
Exploiting Wikipedia as External Knowledge for Document Clustering
Sep 14, 2009 4225 views
Characterizing Individual Communication Patterns
Sep 14, 2009 3754 views
Collective Annotation of Wikipedia Entities in Web Text
Sep 14, 2009 5608 views
Analyzing Patterns of User Content Generation in Online Social Networks
Sep 14, 2009 5202 views
Supervised Learning Track
Cross Domain Distribution Adaptation via Kernel Mapping
Sep 14, 2009 4469 views
Feature Shaping for Linear SVM Classifiers
Sep 14, 2009 3807 views
Primal Sparse Max-Margin Markov Networks
Sep 14, 2009 4008 views
Large-Scale Sparse Logistic Regression
Sep 14, 2009 7329 views
Anomaly & Streams Track
Learning with a Non-Exhaustive Training Dataset: Detection of Bacteria Cultures ...
Sep 14, 2009 3757 views
Genre-Based Decomposition of Email Class Noise
Sep 14, 2009 3035 views
DynaMMo: Mining and Summarization of Coevolving Sequences with Missing Values
Sep 14, 2009 3757 views
Efficient Anomaly Monitoring Over Moving Object Trajectory Streams
Sep 14, 2009 4091 views
CoCo: Coding Cost for Parameter-free Outlier Detection
Sep 14, 2009 3631 views
Text Mining Track
Connections between the Lines: Augmenting Social Networks with Text
Sep 14, 2009 4706 views
Efficient Methods for Topic Model Inference on Streaming Document Collections
Sep 14, 2009 4531 views
Structured Correspondence Topic Models for Mining Captioned Figures in Biologica...
Sep 14, 2009 3848 views
Extracting Discriminative Concepts for Domain Adaptation in Text Mining
Sep 14, 2009 3791 views
Name-Ethnicity Classification from Open Sources
Sep 14, 2009 3715 views
Graph Mining Track
Doulion: Counting Triangles in Massive Graphs with a Coin
Aug 14, 2009 6159 views
Constant-Factor Approximation Algorithms for Identifying Dynamic Communities
Sep 14, 2009 3856 views
Combining Link and Content for Community Detection: A Discriminative Approach
Sep 14, 2009 2270 views
Parallel Community Detection on Large Networks with Propinquity Dynamics
Sep 14, 2009 4670 views
Large-Scale Graph Mining Using Backbone Refinement Classes
Sep 14, 2009 4250 views
Search & Advertising Track
Mining Broad Latent Query Aspects from Search Sessions
Sep 14, 2009 3141 views
Mining Rich Session Context to Improve Web Search
Sep 14, 2009 4037 views
BBM: Bayesian Browsing Model from Petabyte-scale Data
Sep 14, 2009 3267 views
On Burstiness-Aware Search for Document Sequences
Sep 14, 2009 3096 views
Audience Selection for On-line Brand Advertising: Privacy-friendly Social Networ...
Sep 14, 2009 2068 views
Combined: Anomaly Detection Track
A LRT Framework for Fast Spacial Anomaly Detection
Sep 14, 2009 3911 views
Category Detection Using Hierarchical Mean Shift
Aug 14, 2009 4388 views
Anomalous Window Discovery through Scan Statistics for Linear Intersecting Paths...
Sep 14, 2009 3517 views
BGP-lens: Patterns and Anomalies in Internet Routing Updates
Sep 14, 2009 4788 views
Network Anomaly Detection based on Eigen Equation Compression
Aug 14, 2009 1980 views
Statistical & Consensus Methods Track
Consensus Group Stable Feature Selection
Sep 14, 2009 3794 views
Scalable Pseudo-Likelihood Estimation in Hybrid Random Fields
Sep 14, 2009 3617 views
Heterogeneous Source Consensus Learning via Decision Propagation and Negotiation
Sep 14, 2009 3450 views
Constrained Optimization for Validation-Guided Conditional Random Field Learning
Sep 14, 2009 4359 views
Tell Me Something I Don't Know: Randomization Strategies for Iterative Data Mini...
Sep 14, 2009 3522 views
Privacy & Semi-Supervised Methods Track
Differentially Private Recommender Systems: Building Privacy into the Netflix Pr...
Sep 14, 2009 4082 views
On the Tradeoff Between Privacy and Utility in Data Publishing
Sep 14, 2009 4252 views
Collusion-Resistant Anonymous Data Collection Method
Sep 14, 2009 3984 views
The Offset Tree for Learning with Partial Labels
Sep 14, 2009 3484 views
Information Theoretic Regularization for Semi-Supervised Boosting
Sep 14, 2009 3125 views
Pattern Mining Applications Track
WhereNext: a Location Predictor on Trajectory Pattern Mining
Sep 14, 2009 5515 views
An Association Analysis Approach to Biclustering
Sep 14, 2009 5293 views
Learning, Indexing, and Diagnosing Network Faults
Sep 14, 2009 2942 views
Classification of Software Behaviors for Failure Detection: A Discriminative Pat...
Sep 14, 2009 3987 views
Mining Discrete Patterns via Binary Matrix Factorization
Sep 14, 2009 4996 views
Social Networks Track
Mining Social Networks for Personalized Email Prioritization
Sep 14, 2009 3626 views
On Compressing Social Networks
Sep 14, 2009 4035 views
Social Influence Analysis in Large-scale Networks
Sep 14, 2009 6629 views
Efficient Influence Maximization in Social Networks
Sep 14, 2009 2057 views
Finding a Team of Experts in Social Networks
Sep 14, 2009 4721 views
Web & Behavior Mining Track
Large-Scale Behavioral Targeting
Sep 14, 2009 8321 views
User Grouping Behavior in Online Forums
Sep 14, 2009 5327 views
Mining for the Most Certain Predictions from Dyadic Data
Sep 14, 2009 3581 views
Exploring Social Tagging Graph for Web Object Classification
Sep 14, 2009 3600 views
Active Learning Track
Regret-based Online Ranking for a Growing Digital Library
Sep 14, 2009 3308 views
Improving Data Mining Utility with Projective Sampling
Sep 14, 2009 3799 views
Effective Multi-Label Active Learning for Text Classification
Sep 14, 2009 5448 views
Efficiently Learning the Accuracy of Labeling Sources for Selective Sampling
Sep 14, 2009 4042 views
Dynamic Social Networks Track
Co-evolution of Social and Affiliation Networks
Sep 14, 2009 425 views
Measuring the Effects of Preprocessing Decisions and Network Forces in Dynamic N...
Sep 14, 2009 2900 views
Learning Patterns in the Dynamics of Biological Networks
Sep 14, 2009 3147 views
Meme-tracking and the dynamics of the news cycle
Sep 14, 2009 9556 views
Multi-Relational Mining Track
A Multi-Relational Approach to Spatial Classification
Sep 14, 2009 4642 views
MetaFac: Community Discovery via Relational Hypergraph Factorization
Sep 14, 2009 4302 views
Using Graph-based Metrics with Empirical Risk Minimization to Speed Up Active Le...
Sep 14, 2009 3238 views
Characteristic Relational Patterns
Sep 14, 2009 3610 views
Relational Learning via Latent Social Dimensions
Sep 14, 2009 1949 views
on and Management of Data Center Chillers using Temporal
Detection of Unique Temporal Segments by Information Theoretic Meta-clustering
Sep 14, 2009 3306 views
Learning Dynamic Temporal Graphs for Oil-production Equipment Monitoring System
Aug 14, 2009 2139 views
Sustainable Operation and Management of Data Center Chillers using Temporal Data...
Aug 14, 2009 1772 views
Temporal mining for interactive workflow data analysis
Sep 14, 2009 4052 views
Time Series Shapelets: A New Primitive for Data Mining
Sep 14, 2009 7387 views
Frequent Patterns Track
Towards Efficient Mining of Proportional Fault-Tolerant Frequent Itemsets
Sep 14, 2009 3519 views
Correlated Itemset Mining in ROC Space: A Constraint Programming Approach
Sep 14, 2009 4217 views
Probabilistic Frequent Itemset Mining in Uncertain Databases
Sep 14, 2009 3318 views
Web Mining Track
Optimizing Web Traffic via the Media Scheduling Problem
Sep 14, 2009 3696 views
A Viewpoint-based Approach for Interaction Graph Analysis
Sep 14, 2009 4211 views
A Generalized Co-HITS Algorithm and Its Application to Bipartite Graphs
Sep 14, 2009 5518 views
Turning Down the Noise in the Blogosphere
Sep 14, 2009 3968 views
Scalable Graph Clustering Using Stochastic Flows: Applications to Community Disc...
Sep 14, 2009 4433 views
Combined: Applications Track
Enabling Analysts in Managed Services for CRM Analytics
Sep 14, 2009 3886 views
COA: Finding Novel Patents through Text Analysis
Jan 11, 2010 4376 views
Drosophila Gene Expression Pattern Annotation Using Sparse Features and Term-ter...
Sep 14, 2009 3523 views
Quantification and Semi-supervised Classification Methods for Handling Changes i...
Sep 14, 2009 3651 views
Augmenting the Generalized Hough Transform to Enable the Mining of Petroglyphs
Sep 14, 2009 3773 views
Mining Brain Region Connectivity for Alzheimer's Disease Study via Sparse Invers...
Sep 14, 2009 3892 views
Multi-focal Learning and Its Application to Customer Service Support
Sep 14, 2009 3321 views