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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)

A Survey of Accuracy Evaluation Metrics of Recommendation Tasks JMLR 2009
Structured ranking learning using cumulative distribution networks NIPS 2008
Kernel Change-point Analysis NIPS 2008
Influence of graph construction on graph-based clustering measures NIPS 2008
Inferring rankings under constrained sensing NIPS 2008
Efficient Inference in Phylogenetic InDel Trees NIPS 2008
Probabilistic detection of short events, with application to critical care monitoring NIPS 2008
Spectral Clustering with Perturbed Data NIPS 2008
Stochastic Relational Models for Large-scale Dyadic Data using MCMC NIPS 2008
Online Models for Content Optimization NIPS 2008
Clustering via LP-based Stabilities NIPS 2008
Cyclizing Clusters via Zeta Function of a Graph NIPS 2008
Kernel-ARMA for Hand Tracking and Brain-Machine interfacing During 3D Motor Control NIPS 2008
An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering NIPS 2008
Fast Prediction on a Tree NIPS 2008
Reconciling Real Scores with Binary Comparisons: A New Logistic Based Model for Ranking NIPS 2008
Mortal Multi-Armed Bandits NIPS 2008
Adapting to a Market Shock: Optimal Sequential Market-Making NIPS 2008
Nonparametric Bayesian Learning of Switching Linear Dynamical Systems NIPS 2008
Measures of Clustering Quality: A Working Set of Axioms for Clustering NIPS 2008
On the Reliability of Clustering Stability in the Large Sample Regime NIPS 2008
Transfer Learning by Distribution Matching for Targeted Advertising NIPS 2008
Estimating Robust Query Models with Convex Optimization NIPS 2008
Learning Taxonomies by Dependence Maximization NIPS 2008
Global Ranking Using Continuous Conditional Random Fields NIPS 2008