| Deep Temporal Clustering : Fully Unsupervised Learning of Time-Domain Features | Feb 4, 2018 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| One-class Collective Anomaly Detection based on Long Short-Term Memory Recurrent Neural Networks | Jan 31, 2018 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| ReNN: Rule-embedded Neural Networks | Jan 30, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding | Jan 29, 2018 | Action ClassificationAction Segmentation | —Unverified | 0 |
| Nonlinear Dimensionality Reduction on Graphs | Jan 29, 2018 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Spurious seasonality detection: a non-parametric test proposal | Jan 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Empirical observations of ultraslow diffusion driven by the fractional dynamics in languages: Dynamical statistical properties of word counts of already popular words | Jan 24, 2018 | ArticlesTime Series | —Unverified | 0 |
| Non-parametric Sparse Additive Auto-regressive Network Models | Jan 23, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Hybrid Gradient Boosting Trees and Neural Networks for Forecasting Operating Room Data | Jan 23, 2018 | Representation LearningTime Series | —Unverified | 0 |
| News-based forecasts of macroeconomic indicators: A semantic path model for interpretable predictions | Jan 22, 2018 | Feature EngineeringTime Series | —Unverified | 0 |
| Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs | Jan 21, 2018 | ClassificationElectrocardiography (ECG) | —Unverified | 0 |
| Fractal analyses of networks of integrate-and-fire stochastic spiking neurons | Jan 19, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A First Option Calibration of the GARCH Diffusion Model by a PDE Method | Jan 18, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Large-Scale Simulation of Multi-Asset Ising Financial Markets | Jan 18, 2018 | ClusteringTime Series | —Unverified | 0 |
| Invariants of multidimensional time series based on their iterated-integral signature | Jan 18, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Seismic-Net: A Deep Densely Connected Neural Network to Detect Seismic Events | Jan 17, 2018 | Event DetectionTime Series | —Unverified | 0 |
| Time Series Segmentation through Automatic Feature Learning | Jan 16, 2018 | Activity RecognitionEEG | —Unverified | 0 |
| Deep Canonically Correlated LSTMs | Jan 16, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification | Jan 14, 2018 | ClassificationEEG | —Unverified | 0 |
| Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification | Jan 13, 2018 | Deep LearningGeneral Classification | —Unverified | 0 |
| Non Intrusive Load Monitoring in Chaotic Switching Networks | Jan 12, 2018 | Non-Intrusive Load Monitoringregression | —Unverified | 0 |
| Deep Classification of Epileptic Signals | Jan 11, 2018 | ClassificationEEG | —Unverified | 0 |
| Multivariate Bayesian Structural Time Series Model | Jan 10, 2018 | feature selectionmodel | —Unverified | 0 |
| Data-driven forecasting of solar irradiance | Jan 10, 2018 | Predictionregression | —Unverified | 0 |
| Greenhouse: A Zero-Positive Machine Learning System for Time-Series Anomaly Detection | Jan 9, 2018 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |