← Methods
Data Science & Analytics › Methods ›

Data Mining

643 directly classified papers

Papers per year

Papers

Sequential Event Prediction with Association Rules COLT 2011
Large-Scale Sparse Principal Component Analysis with Application to Text Data NIPS 2011
Bayesian Partitioning of Large-Scale Distance Data NIPS 2011
A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data COLT 2011
History distribution matching method for predicting effectiveness of HIV combination therapies 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
Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization JMLR 2010
b-Bit Minwise Hashing for Estimating Three-Way Similarities NIPS 2010
Link Discovery using Graph Feature Tracking 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
Hierarchical Convex NMF for Clustering Massive Data ACML 2010
Subgraph Detection Using Eigenvector L1 Norms NIPS 2010
Decision Tree for Dynamic and Uncertain Data Streams ACML 2010
Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking ACML 2010
Mining Recurring Concept Drifts with Limited Labeled Streaming Data ACML 2010
Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression NIPS 2010
A Survey of Accuracy Evaluation Metrics of Recommendation Tasks JMLR 2009
Anomaly Detection with Score functions based on Nearest Neighbor Graphs NIPS 2009
Java-ML: A Machine Learning Library JMLR 2009
Linear-time Algorithms for Pairwise Statistical Problems NIPS 2009
Streaming Pointwise Mutual Information NIPS 2009