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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)

Transition Matrix Estimation in High Dimensional Time Series ICML 2013
Hierarchically-coupled hidden Markov models for learning kinetic rates from single-molecule data ICML 2013
Efficient Ranking from Pairwise Comparisons ICML 2013
A Local Algorithm for Finding Well-Connected Clusters ICML 2013
Entropic Affinities: Properties and Efficient Numerical Computation ICML 2013
Dynamic Covariance Models for Multivariate Financial Time Series ICML 2013
Feature Multi-Selection among Subjective Features ICML 2013
The Extended Parameter Filter ICML 2013
Copy or Coincidence? A Model for Detecting Social Influence and Duplication Events ICML 2013
Learning Triggering Kernels for Multi-dimensional Hawkes Processes ICML 2013
Semi-supervised Clustering by Input Pattern Assisted Pairwise Similarity Matrix Completion ICML 2013
Tree-Independent Dual-Tree Algorithms ICML 2013
Fast Generalized Subset Scan for Anomalous Pattern Detection JMLR 2013
Orange: Data Mining Toolbox in Python JMLR 2013
Optimally Fuzzy Temporal Memory JMLR 2013
A Binary-Classification-Based Metric between Time-Series Distributions and Its Use in Statistical and Learning Problems JMLR 2013
QuantMiner for Mining Quantitative Association Rules JMLR 2013
A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion JMLR 2013
Separating Fact from Fear: Tracking Flu Infections on Twitter NAACL 2013
Clustering Aggregation as Maximum-Weight Independent Set NIPS 2012
FastEx: Hash Clustering with Exponential Families NIPS 2012
Learning Label Trees for Probabilistic Modelling of Implicit Feedback NIPS 2012
Topic-Partitioned Multinetwork Embeddings NIPS 2012
Human memory search as a random walk in a semantic network NIPS 2012
Clustering Sparse Graphs NIPS 2012