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Applications

2,978 papers (27 classified directly here)

Subtopics

Recommender Systems (1,030) Clustering (756) Information Retrieval (481) Mobility Analysis (237) Social Media Analysis (224) Risk Management (181) Disease Surveillance (161) Anomaly Detection (7)

Papers per year

2
25
47
308
426
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Papers (including subtopics)

A Machine Learning Approach to Predict Chemical Reactions NIPS 2011
Shaping Level Sets with Submodular Functions NIPS 2011
Iterative Learning for Reliable Crowdsourcing Systems NIPS 2011
Minimax Localization of Structural Information in Large Noisy Matrices NIPS 2011
Crowdclustering NIPS 2011
Manifold Precis: An Annealing Technique for Diverse Sampling of Manifolds NIPS 2011
Selective Prediction of Financial Trends with Hidden Markov Models NIPS 2011
Group Anomaly Detection using Flexible Genre Models NIPS 2011
Randomized Algorithms for Comparison-based Search NIPS 2011
Reconstructing Patterns of Information Diffusion from Incomplete Observations NIPS 2011
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities AISTATS 2011
A Dynamic Relational Infinite Feature Model for Longitudinal Social Networks AISTATS 2011
Multiscale Community Blockmodel for Network Exploration AISTATS 2011
Evolving Cluster Mixed-Membership Blockmodel for Time-Evolving Networks AISTATS 2011
On Time Varying Undirected Graphs AISTATS 2011
Bayesian Hierarchical Cross-Clustering AISTATS 2011
TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents AISTATS 2011
Spectral Clustering on a Budget AISTATS 2011
Estimating Probabilities in Recommendation Systems AISTATS 2011
Sequential Event Prediction with Association Rules COLT 2011
Collaborative Filtering with the Trace Norm: Learning, Bounding, and Transducing COLT 2011
Adaptive Density Level Set Clustering COLT 2011
Clustering Algorithms for Chains JMLR 2011
LPmade: Link Prediction Made Easy JMLR 2011
The Multidimensional Wisdom of Crowds NIPS 2010