time series analysis

bandicoot: a Python Toolbox for Mobile Phone Metadata JMLR 2016 Deep Canonical Time Warping CVPR 2016 Disentrainment may be a Positive Thing: A Novel Measure of Unsigned Acoustic-Prosodic Synchrony, and its Relation to Speaker Engagement Interspeech 2016 ForecastICU: A Prognostic Decision Support System for Timely Prediction of Intensive Care Unit Admission ICML 2016 Regime Aware Learning PGM 2016 A Direct Estimation of High Dimensional Stationary Vector Autoregressions JMLR 2015 Asymptotically consistent estimation of the number of change points in highly dependent time series ICML 2014 A Wild Bootstrap for Degenerate Kernel Tests NeurIPS 2014 Detecting Click Fraud in Online Advertising: A Data Mining Approach JMLR 2014 Dynamic Rank Factor Model for Text Streams NeurIPS 2014 A Binary-Classification-Based Metric between Time-Series Distributions and Its Use in Statistical and Learning Problems JMLR 2013 Causal Inference on Time Series using Restricted Structural Equation Models NeurIPS 2013 Forecastable Component Analysis ICML 2013 Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators. NeurIPS 2013 Expectation Propagation in Gaussian Process Dynamical Systems NeurIPS 2012 Finding Recurrent Patterns from Continuous Sign Language Sentences for Automated Extraction of Signs JMLR 2012 Locating Changes in Highly Dependent Data with Unknown Number of Change Points NeurIPS 2012 Multiresolution Gaussian Processes NeurIPS 2012 Reducing statistical time-series problems to binary classification NeurIPS 2012 Estimating time-varying input signals and ion channel states from a single voltage trace of a neuron NeurIPS 2011 Learning Auto-regressive Models from Sequence and Non-sequence Data NeurIPS 2011 Priors over Recurrent Continuous Time Processes NeurIPS 2011 Selective Prediction of Financial Trends with Hidden Markov Models NeurIPS 2011 The Stationary Subspace Analysis Toolbox JMLR 2011 Unsupervised Similarity-Based Risk Stratification for Cardiovascular Events Using Long-Term Time-Series Data JMLR 2011