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Methods

1,725 papers (1 classified directly here)

Subtopics

Time Series Analysis (832) Data Mining (651) Time Series (431)

Papers per year

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Papers (including subtopics)

Event Recognition in Photo Collections with a Stopwatch HMM ICCV 2013
Forecastable Component Analysis ICML 2013
Learning Connections in Financial Time Series ICML 2013
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
Dynamic Covariance Models for Multivariate Financial Time Series 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
Tree-Independent Dual-Tree Algorithms ICML 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
Locating Changes in Highly Dependent Data with Unknown Number of Change Points NIPS 2012
Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task NIPS 2012
Learning with Partially Absorbing Random Walks NIPS 2012
Entropy Estimations Using Correlated Symmetric Stable Random Projections NIPS 2012
Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data NIPS 2012
Link Prediction in Graphs with Autoregressive Features NIPS 2012
Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization NIPS 2012
Reducing statistical time-series problems to binary classification NIPS 2012
Adaptive Learning of Smoothing Functions: Application to Electricity Load Forecasting NIPS 2012
A Linear Time Active Learning Algorithm for Link Classification NIPS 2012