| 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 |