| PSO-MISMO Modeling Strategy for Multi-Step-Ahead Time Series Prediction | Dec 31, 2013 | PredictionTime Series | —Unverified | 0 |
| Joint segmentation of multivariate time series with hidden process regression for human activity recognition | Dec 25, 2013 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| A regression model with a hidden logistic process for feature extraction from time series | Dec 25, 2013 | regressionTime Series | —Unverified | 0 |
| Model-based clustering with Hidden Markov Model regression for time series with regime changes | Dec 25, 2013 | Clusteringmodel | —Unverified | 0 |
| Time series modeling by a regression approach based on a latent process | Dec 25, 2013 | global-optimizationregression | —Unverified | 0 |
| Model-based clustering and segmentation of time series with changes in regime | Dec 25, 2013 | ClusteringTime Series | —Unverified | 0 |
| An Unsupervised Approach for Automatic Activity Recognition based on Hidden Markov Model Regression | Dec 25, 2013 | Activity RecognitionGeneral Classification | —Unverified | 0 |
| Invariant Factorization Of Time-Series | Dec 23, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Classifiers With a Reject Option for Early Time-Series Classification | Dec 14, 2013 | ClassificationDecision Making | —Unverified | 0 |
| Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation | Dec 6, 2013 | PositionTime Series | —Unverified | 0 |
| Locally Adaptive Bayesian Multivariate Time Series | Dec 1, 2013 | Bayesian InferenceTime Series | —Unverified | 0 |
| Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators. | Dec 1, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions | Dec 1, 2013 | compressed sensingTime Series | —Unverified | 0 |
| Causal Inference on Time Series using Restricted Structural Equation Models | Dec 1, 2013 | Causal InferenceTime Series | —Unverified | 0 |
| Training and Analysing Deep Recurrent Neural Networks | Dec 1, 2013 | Language ModellingTime Series | —Unverified | 0 |
| Multilinear Dynamical Systems for Tensor Time Series | Dec 1, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparse Linear Dynamical System with Its Application in Multivariate Clinical Time Series | Nov 27, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Universal Codes from Switching Strategies | Nov 26, 2013 | LEMMAPrediction | —Unverified | 0 |
| A Visibility Graph Averaging Aggregation Operator | Nov 17, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Compressive Nonparametric Graphical Model Selection For Time Series | Nov 13, 2013 | Model SelectionTime Series | —Unverified | 0 |
| Constructing Time Series Shape Association Measures: Minkowski Distance and Data Standardization | Nov 7, 2013 | ClusteringTime Series | —Unverified | 0 |
| Joint Estimation of Multiple Graphical Models from High Dimensional Time Series | Nov 1, 2013 | parameter estimationTime Series | —Unverified | 0 |
| Estimating Time-varying Brain Connectivity Networks from Functional MRI Time Series | Oct 14, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Topic Modeling and Bursty Topic Detection of Correlated News and Twitter | Oct 1, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cross-Recurrence Quantification Analysis of Categorical and Continuous Time Series: an R package | Oct 1, 2013 | Computational EfficiencyTime Series | —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 |
| Word Recognition from Continuous Articulatory Movement Time-series Data using Symbolic Representations | Aug 1, 2013 | Speech RecognitionTime Series | —Unverified | 0 |
| Generating Student Feedback from Time-Series Data Using Reinforcement Learning | Aug 1, 2013 | Data-to-Text Generationreinforcement-learning | —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 |
| Deriving land surface phenology indicators from CO2 eddy covariance measurements | Jul 1, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Gaussian Process Conditional Copulas with Applications to Financial Time Series | Jul 1, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Direct Estimation of High Dimensional Stationary Vector Autoregressions | Jul 1, 2013 | parameter estimationTime Series | —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 |
| Hierarchically-coupled hidden Markov models for learning kinetic rates from single-molecule data | May 15, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |