| Discrete MDL Predicts in Total Variation | Dec 1, 2009 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| A Neural Implementation of the Kalman Filter | Dec 1, 2009 | Bayesian InferenceTime Series | —Unverified | 0 |
| Discovering Volatile Events in Your Neighborhood: Local-Area Topic Extraction from Blog Entries | Oct 21, 2009 | ClusteringTime Series | —Unverified | 0 |
| Sparsistent Estimation of Time-Varying Discrete Markov Random Fields | Jul 14, 2009 | regressionTime Series | —Unverified | 0 |
| Hierarchical Fisher Kernels for Longitudinal Data | Dec 1, 2008 | General ClassificationTime Series | —Unverified | 0 |
| Non-stationary dynamic Bayesian networks | Dec 1, 2008 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Using Bayesian Dynamical Systems for Motion Template Libraries | Dec 1, 2008 | Imitation LearningState Space Models | —Unverified | 0 |
| Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes | Dec 1, 2008 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| A Spectral Algorithm for Learning Hidden Markov Models | Nov 26, 2008 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Faster Retrieval with a Two-Pass Dynamic-Time-Warping Lower Bound | Nov 20, 2008 | Dynamic Time WarpingRetrieval | CodeCode Available | 0 |
| Stability Bounds for Non-i.i.d. Processes | Dec 1, 2007 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Fast Variational Inference for Large-scale Internet Diagnosis | Dec 1, 2007 | Bayesian InferenceTime Series | —Unverified | 0 |
| Regulator Discovery from Gene Expression Time Series of Malaria Parasites: a Hierachical Approach | Dec 1, 2007 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bayesian Online Changepoint Detection | Oct 19, 2007 | Change Point DetectionTime Series | CodeCode Available | 0 |
| A kernel for time series based on global alignments | Oct 6, 2006 | Dynamic Time Warpingspeech-recognition | —Unverified | 0 |
| A user-driven case-based reasoning tool for infilling missing values in daily mean river flow records | Aug 1, 2006 | Dynamic Time WarpingManagement | CodeCode Available | 0 |
| A Better Alternative to Piecewise Linear Time Series Segmentation | May 24, 2006 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| On Periodicity Detection and Structural Periodic Similarity | Apr 21, 2005 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky–Golay filter | Jan 30, 2004 | Time SeriesTime Series Analysis | —Unverified | 0 |
