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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)

Automatic Generation of Social Tags for Music Recommendation NIPS 2007
Measuring Neural Synchrony by Message Passing NIPS 2007
Probabilistic Matrix Factorization NIPS 2007
Catching Change-points with Lasso NIPS 2007
COFI RANK - Maximum Margin Matrix Factorization for Collaborative Ranking NIPS 2007
Consistent Minimization of Clustering Objective Functions NIPS 2007
Unified Inference for Variational Bayesian Linear Gaussian State-Space Models NIPS 2006
Blind source separation for over-determined delayed mixtures NIPS 2006
Towards a general independent subspace analysis NIPS 2006
In-Network PCA and Anomaly Detection NIPS 2006
Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure NIPS 2006
Aggregating Classification Accuracy across Time: Application to Single Trial EEG NIPS 2006
Online Clustering of Moving Hyperplanes NIPS 2006
Recursive Attribute Factoring NIPS 2006
Information Bottleneck for Non Co-Occurrence Data NIPS 2006
Doubly Stochastic Normalization for Spectral Clustering NIPS 2006
Stratification Learning: Detecting Mixed Density and Dimensionality in High Dimensional Point Clouds NIPS 2006
Stability of $K$-Means Clustering NIPS 2006
Handling Advertisements of Unknown Quality in Search Advertising NIPS 2006
A recipe for optimizing a time-histogram NIPS 2006
Learning Time-Intensity Profiles of Human Activity using Non-Parametric Bayesian Models NIPS 2006
Differential Entropic Clustering of Multivariate Gaussians NIPS 2006
A Kernel Subspace Method by Stochastic Realization for Learning Nonlinear Dynamical Systems NIPS 2006
Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees NIPS 2006
PG-means: learning the number of clusters in data NIPS 2006