| A Wild Bootstrap for Degenerate Kernel Tests | Aug 23, 2014 | BenchmarkingTime Series | CodeCode Available | 0 |
| Multi-Sensor Event Detection using Shape Histograms | Aug 16, 2014 | Event DetectionTime Series | —Unverified | 0 |
| Automated Machine Learning on Big Data using Stochastic Algorithm Tuning | Jul 30, 2014 | Bayesian OptimisationBenchmarking | —Unverified | 0 |
| Deep Recurrent Neural Networks for Time Series Prediction | Jul 22, 2014 | PredictionTime Series | —Unverified | 0 |
| One-Step or Two-Step Optimization and the Overfitting Phenomenon: A Case Study on Time Series Classification | Jul 16, 2014 | General ClassificationTime Series | —Unverified | 0 |
| Finding Motif Sets in Time Series | Jul 14, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Identifying Cover Songs Using Information-Theoretic Measures of Similarity | Jul 9, 2014 | Cover song identificationTime Series | —Unverified | 0 |
| Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method | Jul 8, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Techniques for clustering interaction data as a collection of graphs | Jun 24, 2014 | ClusteringCommunity Detection | —Unverified | 0 |
| Early Recognition of Human Activities from First-Person Videos Using Onset Representations | Jun 20, 2014 | Activity PredictionPerson Recognition | —Unverified | 0 |
| An Experimental Evaluation of Nearest Neighbour Time Series Classification | Jun 18, 2014 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Variational Gaussian Process State-Space Models | Jun 18, 2014 | Gaussian ProcessesState Space Models | —Unverified | 0 |
| Interval Forecasting of Electricity Demand: A Novel Bivariate EMD-based Support Vector Regression Modeling Framework | Jun 15, 2014 | Demand Forecastingregression | —Unverified | 0 |
| Dimensionality reduction for time series data | Jun 14, 2014 | Dimensionality ReductionEEG | —Unverified | 0 |
| A hybrid neuro--wavelet predictor for QoS control and stability | Jun 12, 2014 | DenoisingTime Series | —Unverified | 0 |
| Variational inference of latent state sequences using Recurrent Networks | Jun 6, 2014 | DenoisingImputation | —Unverified | 0 |
| Supervised classification-based stock prediction and portfolio optimization | Jun 3, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Comparing Multi-label Classification with Reinforcement Learning for Summarisation of Time-series Data | Jun 1, 2014 | General ClassificationMulti-Label Classification | —Unverified | 0 |
| Recognition of Complex Events: Exploiting Temporal Dynamics between Underlying Concepts | Jun 1, 2014 | Action ClassificationEvent Detection | —Unverified | 0 |
| An Ordered Lasso and Sparse Time-Lagged Regression | May 26, 2014 | regressionTime Series | —Unverified | 0 |
| Effective Bayesian Modeling of Groups of Related Count Time Series | May 15, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Training Deep Fourier Neural Networks To Fit Time-Series Data | May 9, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A consistent deterministic regression tree for non-parametric prediction of time series | May 7, 2014 | Predictionregression | —Unverified | 0 |
| Spatial Neural Networks and their Functional Samples: Similarities and Differences | May 3, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions | Apr 29, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| 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 |