| Implementing spectral methods for hidden Markov models with real-valued emissions | Apr 29, 2014 | parameter estimationTime Series | CodeCode Available | 0 |
| Power System Parameters Forecasting Using Hilbert-Huang Transform and Machine Learning | Apr 9, 2014 | BIG-bench Machine LearningHybrid Machine Learning | —Unverified | 0 |
| Ensemble Committees for Stock Return Classification and Prediction | Apr 5, 2014 | Binary ClassificationClassification | —Unverified | 0 |
| Learning the Conditional Independence Structure of Stationary Time Series: A Multitask Learning Approach | Apr 4, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Finding middle ground? Multi-objective Natural Language Generation from time-series data | Apr 1, 2014 | Text GenerationTime Series | —Unverified | 0 |
| Distributed Reconstruction of Nonlinear Networks: An ADMM Approach | Mar 28, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spectral Correlation Hub Screening of Multivariate Time Series | Mar 13, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sleep Analytics and Online Selective Anomaly Detection | Mar 2, 2014 | Anomaly DetectionEEG | —Unverified | 0 |
| Efficient Modeling and Forecasting of the Electricity Spot Price | Feb 27, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Discriminative Functional Connectivity Measures for Brain Decoding | Feb 23, 2014 | Brain DecodingFunctional Connectivity | —Unverified | 0 |
| Automatic Construction and Natural-Language Description of Nonparametric Regression Models | Feb 18, 2014 | Gaussian Processesregression | CodeCode Available | 0 |
| Human Activity Recognition using Smartphone | Jan 30, 2014 | Active LearningActivity Recognition | —Unverified | 0 |
| Kernel Least Mean Square with Adaptive Kernel Size | Jan 23, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Skill Analysis with Time Series Image Data | Jan 21, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Alternating direction method of multipliers for penalized zero-variance discriminant analysis | Jan 21, 2014 | feature selectionGeneral Classification | —Unverified | 0 |
| On change point detection using the fused lasso method | Jan 21, 2014 | Change Point DetectionDenoising | —Unverified | 0 |
| Increasing Server Availability for Overall System Security: A Preventive Maintenance Approach Based on Failure Prediction | Jan 21, 2014 | ManagementTime Series | —Unverified | 0 |
| An Empirical Evaluation of Similarity Measures for Time Series Classification | Jan 16, 2014 | ClassificationClustering | —Unverified | 0 |
| Highly comparative feature-based time-series classification | Jan 15, 2014 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Multi-Step-Ahead Time Series Prediction using Multiple-Output Support Vector Regression | Jan 11, 2014 | Predictionregression | —Unverified | 0 |
| Does Restraining End Effect Matter in EMD-Based Modeling Framework for Time Series Prediction? Some Experimental Evidences | Jan 11, 2014 | PredictionTime Series | —Unverified | 0 |
| A Comparative Study of Reservoir Computing for Temporal Signal Processing | Jan 10, 2014 | MemorizationTime Series | —Unverified | 0 |
| Multiple-output support vector regression with a firefly algorithm for interval-valued stock price index forecasting | Jan 9, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Distinguishing noise from chaos: objective versus subjective criteria using Horizontal Visibility Graph | Jan 9, 2014 | Information PlaneTime Series | —Unverified | 0 |
| Fast nonparametric clustering of structured time-series | Jan 8, 2014 | ClusteringNonparametric Clustering | —Unverified | 0 |