| Telling cause from effect in deterministic linear dynamical systems | Mar 4, 2015 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Low-dimensional Models in Spatio-Temporal Wind Speed Forecasting | Mar 4, 2015 | Compressive SensingTime Series | —Unverified | 0 |
| Signal Processing on Graphs: Causal Modeling of Unstructured Data | Feb 28, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Iteratively reweighted adaptive lasso for conditional heteroscedastic time series with applications to AR-ARCH type processes | Feb 23, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Contour map of estimation error for Expected Shortfall | Feb 22, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal Embedding in Convolutional Neural Networks for Robust Learning of Abstract Snippets | Feb 18, 2015 | PredictionTime Series | —Unverified | 0 |
| Real time clustering of time series using triangular potentials | Feb 18, 2015 | ClusteringTime Series | —Unverified | 0 |
| Generalized Gradient Learning on Time Series under Elastic Transformations | Feb 17, 2015 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Dependent Matérn Processes for Multivariate Time Series | Feb 11, 2015 | Computational EfficiencyTime Series | —Unverified | 0 |
| Variable and Fixed Interval Exponential Smoothing | Feb 11, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Product Reservoir Computing: Time-Series Computation with Multiplicative Neurons | Feb 3, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Particle swarm optimization for time series motif discovery | Jan 29, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Ordinal Pattern Approach to Detect and to Model Leverage Effects and Dependence Structures Between Financial Time Series | Jan 29, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Interpreting 16S metagenomic data without clustering to achieve sub-OTU resolution | Jan 29, 2015 | ClusteringTAG | —Unverified | 0 |
| A novel spectral method for inferring general diploid selection from time series genetic data | Jan 26, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data manipulation detection via permutation information theory quantifiers | Jan 16, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatiotemporal clustering, climate periodicity, and social-ecological risk factors for dengue during an outbreak in Machala, Ecuador, in 2010 | Jan 13, 2015 | Model SelectionTime Series | —Unverified | 0 |
| Efficiently Discovering Frequent Motifs in Large-scale Sensor Data | Jan 2, 2015 | Anomaly DetectionClustering | —Unverified | 0 |
| An Empirical Study of the L2-Boost technique with Echo State Networks | Jan 2, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Reasoning for Improved Sensor Data Interpretation in a Smart Home | Dec 26, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Generative Modeling of Hidden Functional Brain Networks | Dec 20, 2014 | Functional ConnectivityTime Series | —Unverified | 0 |
| Reverse Engineering Chemical Reaction Networks from Time Series Data | Dec 19, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Pooled Motion Features for First-Person Videos | Dec 19, 2014 | Activity RecognitionActivity Recognition In Videos | CodeCode Available | 0 |
| High Dimensional Forecasting via Interpretable Vector Autoregression | Dec 17, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| ANN Model to Predict Stock Prices at Stock Exchange Markets | Dec 17, 2014 | PredictionTime Series | —Unverified | 0 |