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Data Mining

651 papers

Papers per year

12
9
66
56
'10
'15
'20
'25

Papers

Detecting Network Cliques with Radon Basis Pursuit AISTATS 2012
Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling AISTATS 2012
Pattern for Python JMLR 2012
Bayesian Bias Mitigation for Crowdsourcing NIPS 2011
Large-Scale Sparse Principal Component Analysis with Application to Text Data NIPS 2011
Ranking annotators for crowdsourced labeling tasks NIPS 2011
Bayesian Partitioning of Large-Scale Distance Data NIPS 2011
Data Skeletonization via Reeb Graphs NIPS 2011
History distribution matching method for predicting effectiveness of HIV combination therapies NIPS 2011
Improving Topic Coherence with Regularized Topic Models NIPS 2011
Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NIPS 2011
Confidence Sets for Network Structure NIPS 2011
Learning a Distance Metric from a Network NIPS 2011
Learning to Search Efficiently in High Dimensions NIPS 2011
A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data COLT 2011
Sequential Event Prediction with Association Rules COLT 2011
b-Bit Minwise Hashing for Estimating Three-Way Similarities NIPS 2010
Link Discovery using Graph Feature Tracking NIPS 2010
Subgraph Detection Using Eigenvector L1 Norms NIPS 2010
Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression NIPS 2010
Robust PCA via Outlier Pursuit NIPS 2010
Single versus Multiple Sorting in All Pairs Similarity Search ACML 2010
Generative Models of Information Diffusion with Asynchronous Timedelay ACML 2010
Decision Tree for Dynamic and Uncertain Data Streams ACML 2010
Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking ACML 2010