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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)

Single versus Multiple Sorting in All Pairs Similarity Search ACML 2010
Exploiting the High Predictive Power of Multi-class Subgroups 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
Mining Recurring Concept Drifts with Limited Labeled Streaming Data ACML 2010
Hierarchical Convex NMF for Clustering Massive Data ACML 2010
Multi-task Learning for Recommender System ACML 2010
Deterministic Bayesian inference for the $p*$ model AISTATS 2010
Graphical Gaussian modelling of multivariate time series with latent variables AISTATS 2010
Collaborative Filtering via Rating Concentration AISTATS 2010
Collaborative Filtering on a Budget AISTATS 2010
Hartigan’s Method: k-means Clustering without Voronoi AISTATS 2010
State-Space Inference and Learning with Gaussian Processes AISTATS 2010
Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization JMLR 2010
Stochastic Modeling of the Expected Time to Search for an Intermittent Signal Source Under a Limited Sensing Range RSS 2010
White Functionals for Anomaly Detection in Dynamical Systems NIPS 2009
Non-stationary continuous dynamic Bayesian networks NIPS 2009
Streaming Pointwise Mutual Information NIPS 2009
Factor Modeling for Advertisement Targeting NIPS 2009
Linear-time Algorithms for Pairwise Statistical Problems NIPS 2009
Canonical Time Warping for Alignment of Human Behavior NIPS 2009
Ranking Measures and Loss Functions in Learning to Rank NIPS 2009
Modeling Social Annotation Data with Content Relevance using a Topic Model NIPS 2009
Variational Gaussian-process factor analysis for modeling spatio-temporal data NIPS 2009