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Data Science & Analytics

4,466 papers (1 classified directly here)

Subtopics

Applications (2,978) Methods (1,725)

Papers per year

2
45
67
440
588
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Papers (including subtopics)

Group Anomaly Detection using Flexible Genre Models NIPS 2011
Randomized Algorithms for Comparison-based Search NIPS 2011
Learning to Search Efficiently in High Dimensions NIPS 2011
Reconstructing Patterns of Information Diffusion from Incomplete Observations NIPS 2011
Gaussian process modulated renewal processes 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
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
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 Stationary Subspace Analysis Toolbox JMLR 2011
The Multidimensional Wisdom of Crowds NIPS 2010
b-Bit Minwise Hashing for Estimating Three-Way Similarities NIPS 2010
Auto-Regressive HMM Inference with Incomplete Data for Short-Horizon Wind Forecasting NIPS 2010
Link Discovery using Graph Feature Tracking NIPS 2010