| Time Series Topic Modeling and Bursty Topic Detection of Correlated News and Twitter | Oct 1, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection | Sep 23, 2013 | Heuristic SearchTime Series | —Unverified | 0 |
| Mixed Membership Models for Time Series | Sep 13, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal Autoencoding Improves Generative Models of Time Series | Sep 12, 2013 | DenoisingTime Series | —Unverified | 0 |
| Learning from the past, predicting the statistics for the future, learning an evolving system | Sep 1, 2013 | Dimensionality Reductionregression | CodeCode Available | 0 |
| Joint modeling of multiple time series via the beta process with application to motion capture segmentation | Aug 22, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting | Aug 15, 2013 | PredictionTime Series | —Unverified | 0 |
| Time series modeling with pruned multi-layer perceptron and 2-stage damped least-squares method | Aug 8, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Nonlinear Time Series Modeling: A Unified Perspective, Algorithm, and Application | Aug 3, 2013 | AllTime Series | —Unverified | 0 |
| Generating Student Feedback from Time-Series Data Using Reinforcement Learning | Aug 1, 2013 | Data-to-Text Generationreinforcement-learning | —Unverified | 0 |
| Word Recognition from Continuous Articulatory Movement Time-series Data using Symbolic Representations | Aug 1, 2013 | Speech RecognitionTime Series | —Unverified | 0 |
| Time-Series Classification Through Histograms of Symbolic Polynomials | Jul 24, 2013 | ClassificationEconometrics | —Unverified | 0 |
| Multi-horizon solar radiation forecasting for Mediterranean locations using time series models | Jul 22, 2013 | PredictionTime Series | —Unverified | 0 |
| A Direct Estimation of High Dimensional Stationary Vector Autoregressions | Jul 1, 2013 | parameter estimationTime Series | —Unverified | 0 |
| Gaussian Process Conditional Copulas with Applications to Financial Time Series | Jul 1, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deriving land surface phenology indicators from CO2 eddy covariance measurements | Jul 1, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparse Principal Component Analysis for High Dimensional Vector Autoregressive Models | Jun 30, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Frequency-Domain Stochastic Modeling of Stationary Bivariate or Complex-Valued Signals | Jun 25, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparse Auto-Regressive: Robust Estimation of AR Parameters | Jun 14, 2013 | regressionTime Series | —Unverified | 0 |
| Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC | Jun 12, 2013 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Emotional Expression Classification using Time-Series Kernels | Jun 8, 2013 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Motif Detection Inspired by Immune Memory (JORS) | May 31, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Structural and Functional Discovery in Dynamic Networks with Non-negative Matrix Factorization | May 30, 2013 | Community DetectionTime Series | —Unverified | 0 |
| Dynamic Covariance Models for Multivariate Financial Time Series | May 18, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Evolution of Covariance Functions for Gaussian Process Regression using Genetic Programming | May 16, 2013 | Gaussian Processesregression | —Unverified | 0 |