| Learning Network of Multivariate Hawkes Processes: A Time Series Approach | Mar 14, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Clustering Financial Time Series: How Long is Enough? | Mar 13, 2016 | ClusteringTime Series | —Unverified | 0 |
| Scalable Linear Causal Inference for Irregularly Sampled Time Series with Long Range Dependencies | Mar 10, 2016 | Causal InferenceTime Series | —Unverified | 0 |
| Real time error detection in metal arc welding process using Artificial Neural Netwroks | Mar 10, 2016 | ARCClustering | —Unverified | 0 |
| Support Vector Machines with Time Series Distance Kernels for Action Classification | Mar 7, 2016 | Action ClassificationAction Recognition | CodeCode Available | 0 |
| Coordination Event Detection and Initiator Identification in Time Series Data | Mar 4, 2016 | Decision MakingEvent Detection | CodeCode Available | 0 |
| Modeling the Sequence of Brain Volumes by Local Mesh Models for Brain Decoding | Mar 3, 2016 | Brain DecodingObject Recognition | —Unverified | 0 |
| A Langevin model for complex cardiological time series | Feb 29, 2016 | modelTime Series | —Unverified | 0 |
| Seeking for a fingerprint: analysis of point processes in actigraphy recording | Feb 26, 2016 | Point ProcessesTime Series | —Unverified | 0 |
| Causal Discovery from Subsampled Time Series Data by Constraint Optimization | Feb 25, 2016 | Causal DiscoveryTime Series | —Unverified | 0 |
| Parsimonious modeling with Information Filtering Networks | Feb 23, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Variational Inference for On-line Anomaly Detection in High-Dimensional Time Series | Feb 23, 2016 | Anomaly DetectionTime Series | —Unverified | 0 |
| Semi-Markov Switching Vector Autoregressive Model-based Anomaly Detection in Aviation Systems | Feb 21, 2016 | Anomaly DetectionTime Series | —Unverified | 0 |
| The Segmented iHMM: A Simple, Efficient Hierarchical Infinite HMM | Feb 20, 2016 | SegmentationTime Series | —Unverified | 0 |
| Statistical modeling of isoform splicing dynamics from RNA-seq time series data | Feb 19, 2016 | Experimental DesignTime Series | —Unverified | 0 |
| Solar energy production: Short-term forecasting and risk management | Feb 19, 2016 | ManagementTime Series | —Unverified | 0 |
| Scaling up Dynamic Topic Models | Feb 19, 2016 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Machine olfaction using time scattering of sensor multiresolution graphs | Feb 13, 2016 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Learning Over Long Time Lags | Feb 13, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Chaos in Fractionally Integrated Generalized Autoregressive Conditional Heteroskedastic Processes | Feb 12, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Lasso Guarantees for Time Series Estimation Under Subgaussian Tails and β-Mixing | Feb 12, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version | Feb 4, 2016 | General ClassificationTime Series | —Unverified | 0 |
| Graph-based Predictable Feature Analysis | Feb 1, 2016 | Graph EmbeddingTime Series | —Unverified | 0 |
| Kernels for sequentially ordered data | Jan 29, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Shape Distributions of Nonlinear Dynamical Systems for Video-based Inference | Jan 27, 2016 | Activity RecognitionGesture Recognition | —Unverified | 0 |