| Identifying Pairs in Simulated Bio-Medical Time-Series | May 12, 2013 | ClassificationGeneral Classification | —Unverified | 0 |
| Fractal structures in Adversarial Prediction | Apr 29, 2013 | PredictionTime Series | —Unverified | 0 |
| Unsupervised model-free representation learning | Apr 17, 2013 | modelRepresentation Learning | —Unverified | 0 |
| Learning Heteroscedastic Models by Convex Programming under Group Sparsity | Apr 16, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| ClusterCluster: Parallel Markov Chain Monte Carlo for Dirichlet Process Mixtures | Apr 8, 2013 | Density EstimationTime Series | —Unverified | 0 |
| Highly comparative time-series analysis: The empirical structure of time series and their methods | Apr 3, 2013 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Towards The Inductive Acquisition of Temporal Knowledge | Mar 27, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A dependent partition-valued process for multitask clustering and time evolving network modelling | Mar 13, 2013 | ClusteringGaussian Processes | —Unverified | 0 |
| An Introductory Study on Time Series Modeling and Forecasting | Feb 26, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Structure Discovery in Nonparametric Regression through Compositional Kernel Search | Feb 20, 2013 | regressionscientific discovery | CodeCode Available | 0 |
| A Latent Source Model for Nonparametric Time Series Classification | Feb 14, 2013 | ClassificationGeneral Classification | —Unverified | 0 |
| Macro-Economic Time Series Modeling and Interaction Networks | Dec 10, 2012 | regressionSymbolic Regression | —Unverified | 0 |
| Nonparametric risk bounds for time-series forecasting | Dec 3, 2012 | State Space ModelsTime Series | —Unverified | 0 |
| Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task | Dec 1, 2012 | ClassificationDiagnostic | —Unverified | 0 |
| Locating Changes in Highly Dependent Data with Unknown Number of Change Points | Dec 1, 2012 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Modelling Reciprocating Relationships with Hawkes Processes | Dec 1, 2012 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Expectation Propagation in Gaussian Process Dynamical Systems | Dec 1, 2012 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Effective Split-Merge Monte Carlo Methods for Nonparametric Models of Sequential Data | Dec 1, 2012 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Optimally fuzzy temporal memory | Nov 22, 2012 | Future predictionPrediction | —Unverified | 0 |
| Physics constrained nonlinear regression models for time series | Nov 20, 2012 | regressionTime Series | CodeCode Available | 0 |
| Cross-Lingual Topic Alignment in Time Series Japanese / Chinese News | Nov 1, 2012 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Reducing statistical time-series problems to binary classification | Oct 22, 2012 | Binary ClassificationClassification | —Unverified | 0 |
| Locally adaptive factor processes for multivariate time series | Oct 7, 2012 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Online Learning with Predictable Sequences | Aug 18, 2012 | Model SelectionTime Series | —Unverified | 0 |
| Expectation Propagation in Gaussian Process Dynamical Systems: Extended Version | Jul 12, 2012 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Identifying Constant and Unique Relations by using Time-Series Text | Jul 1, 2012 | Natural Language InferenceQuestion Answering | —Unverified | 0 |
| Forecastable Component Analysis (ForeCA) | May 21, 2012 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| Multiple Change Point Estimation in Stationary Ergodic Time Series | Mar 7, 2012 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Infinite Shift-invariant Grouped Multi-task Learning for Gaussian Processes | Mar 5, 2012 | Gaussian ProcessesModel Selection | —Unverified | 0 |
| Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation | Mar 2, 2012 | Change Point DetectionDensity Ratio Estimation | CodeCode Available | 0 |
| Variational Gaussian Process Dynamical Systems | Dec 1, 2011 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Learning Auto-regressive Models from Sequence and Non-sequence Data | Dec 1, 2011 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition | Aug 16, 2011 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The Influence of Global Constraints on Similarity Measures for Time-Series Databases | Jul 1, 2011 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Rademacher complexity of stationary sequences | Jun 3, 2011 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting Time Series With Complex Seasonal Patterns Using Exponential Smoothing | Jan 24, 2011 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Rescaling, thinning or complementing? On goodness-of-fit procedures for point process models and Generalized Linear Models | Dec 1, 2010 | Point ProcessesTime Series | —Unverified | 0 |
| Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks | Dec 1, 2010 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Movement extraction by detecting dynamics switches and repetitions | Dec 1, 2010 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference | Dec 1, 2010 | Causal Inferenceregression | —Unverified | 0 |
| Twitter mood predicts the stock market | Oct 14, 2010 | Decision MakingStock Market Prediction | CodeCode Available | 0 |
| The tourism forecasting competition | Sep 2, 2010 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On Recursive Edit Distance Kernels with Application to Time Series Classification | May 27, 2010 | General ClassificationTime Series | —Unverified | 0 |
| Estimación del Exponente de Hurst en Flujos de Tráfico Autosimilares | Mar 11, 2010 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Traffic Flows Analysis in High-Speed Computer Networks Using Time Series | Mar 5, 2010 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On the LRD of the Aggregated Traffic Flows in High-Speed Computer Networks | Mar 5, 2010 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time-Varying Dynamic Bayesian Networks | Dec 1, 2009 | Computational EfficiencyTime Series | —Unverified | 0 |
| A Neural Implementation of the Kalman Filter | Dec 1, 2009 | Bayesian InferenceTime Series | —Unverified | 0 |
| Canonical Time Warping for Alignment of Human Behavior | Dec 1, 2009 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Non-stationary continuous dynamic Bayesian networks | Dec 1, 2009 | Time SeriesTime Series Analysis | —Unverified | 0 |