| A Single Scalable LSTM Model for Short-Term Forecasting of Disaggregated Electricity Loads | Oct 15, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI | Oct 15, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| ODE guided Neural Data Augmentation Techniques for Time Series Data and its Benefits on Robustness | Oct 15, 2019 | Adversarial AttackData Augmentation | —Unverified | 0 |
| Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network | Oct 14, 2019 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| Adaptive Transfer Learning of Multi-View Time Series Classification | Oct 14, 2019 | ClassificationDensity Estimation | —Unverified | 0 |
| Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability | Oct 14, 2019 | feature selectionTime Series | CodeCode Available | 0 |
| Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems | Oct 13, 2019 | Domain AdaptationFault Detection | —Unverified | 0 |
| Decoding Working Memory Load from EEG with LSTM Networks | Oct 12, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification | Oct 11, 2019 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Classification of Resting-State fMRI using Evolutionary Algorithms: Towards a Brain Imaging Biomarker for Parkinson's Disease | Oct 11, 2019 | Evolutionary AlgorithmsFunctional Connectivity | —Unverified | 0 |
| Evolving Gaussian Process kernels from elementary mathematical expressions | Oct 11, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Predicting dynamical system evolution with residual neural networks | Oct 11, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The Expressivity and Training of Deep Neural Networks: toward the Edge of Chaos? | Oct 11, 2019 | image-classificationImage Classification | —Unverified | 0 |
| Graph Spectral Embedding for Parsimonious Transmission of Multivariate Time Series | Oct 10, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Phase space reconstruction from a biological time series. A PhotoPlethysmoGraphic signal a case study | Oct 10, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On Computational Complexity Reduction Methods for Kalman Filter Extensions | Oct 10, 2019 | State EstimationTime Series | —Unverified | 0 |
| Time series classification for varying length series | Oct 10, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| A Joint Model for IT Operation Series Prediction and Anomaly Detection | Oct 9, 2019 | Anomaly DetectionPrediction | —Unverified | 0 |
| The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth Measure | Oct 9, 2019 | Anomaly DetectionFraud Detection | CodeCode Available | 0 |
| Probabilistic sequential matrix factorization | Oct 9, 2019 | ImputationMultivariate Time Series Forecasting | CodeCode Available | 0 |
| Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies | Oct 8, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes | Oct 7, 2019 | Anomaly DetectionDemand Forecasting | CodeCode Available | 0 |
| On the Duality between Network Flows and Network Lasso | Oct 4, 2019 | ClusteringTime Series | —Unverified | 0 |
| The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion | Oct 4, 2019 | Image ReconstructionLow-Rank Matrix Completion | —Unverified | 0 |
| Unsupervised Representation for EHR Signals and Codes as Patient Status Vector | Oct 4, 2019 | Representation LearningTime Series | —Unverified | 0 |