| Phase Harmonic Correlations and Convolutional Neural Networks | Oct 29, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality | Oct 29, 2018 | Causal InferenceRelation | —Unverified | 0 |
| Bayesian nonparametric sparse VAR models | Oct 29, 2018 | ClusteringTime Series | —Unverified | 0 |
| Time series clustering based on the characterisation of segment typologies | Oct 27, 2018 | ClusteringTime Series | —Unverified | 0 |
| Wi-Motion: A Robust Human Activity Recognition Using WiFi Signals | Oct 27, 2018 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Deep Poisson gamma dynamical systems | Oct 26, 2018 | Data AugmentationTime Series | —Unverified | 0 |
| DeepDPM: Dynamic Population Mapping via Deep Neural Network | Oct 25, 2018 | Population MappingSuper-Resolution | —Unverified | 0 |
| Precipitation Nowcasting: Leveraging bidirectional LSTM and 1D CNN | Oct 24, 2018 | Deep LearningTime Series | —Unverified | 0 |
| Deep Learning with Long Short-Term Memory for Time Series Prediction | Oct 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Using Deep Learning for price prediction by exploiting stationary limit order book features | Oct 23, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach | Oct 23, 2018 | Bayesian InferenceClustering | —Unverified | 0 |
| Dynamic Likelihood-free Inference via Ratio Estimation (DIRE) | Oct 23, 2018 | Bayesian InferenceTime Series | —Unverified | 0 |
| Autowarp: Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders | Oct 23, 2018 | AstronomyDynamic Time Warping | —Unverified | 0 |
| Stochastic Gradient MCMC for State Space Models | Oct 22, 2018 | Bayesian InferenceState Space Models | CodeCode Available | 0 |
| Training Dynamic Exponential Family Models with Causal and Lateral Dependencies for Generalized Neuromorphic Computing | Oct 21, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Study of non-linear viscoelastic behavior of the human red blood cell | Oct 17, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Periodicity-based Parallel Time Series Prediction Algorithm in Cloud Computing Environments | Oct 17, 2018 | Cloud ComputingData Compression | —Unverified | 0 |
| The UCR Time Series Archive | Oct 17, 2018 | Adversarial AttackTime Series | CodeCode Available | 0 |
| Nonlinear methods to quantify Movement Variability in Human-Humanoid Interaction Activities | Oct 17, 2018 | DiagnosticTime Series | CodeCode Available | 0 |
| Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks | Oct 17, 2018 | regressionTime Series | —Unverified | 0 |
| Specific low frequency electromagnetic fields induce epigenetic and functional changes in U937 cells | Oct 15, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spikebench: An open benchmark for spike train time-series classification | Oct 9, 2018 | Feature EngineeringTime Series | CodeCode Available | 0 |
| Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks | Oct 6, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Discretizing Logged Interaction Data Biases Learning for Decision-Making | Oct 6, 2018 | Decision MakingTime Series | —Unverified | 0 |
| Concept-drifting Data Streams are Time Series; The Case for Continuous Adaptation | Oct 4, 2018 | Drift DetectionTime Series | —Unverified | 0 |