| Remote atrial fibrillation burden estimation using deep recurrent neural network | Aug 5, 2020 | Electrocardiography (ECG)Prognosis | —Unverified | 0 |
| Central object segmentation by deep learning for fruits and other roundish objects | Aug 4, 2020 | Image SegmentationPosition | CodeCode Available | 0 |
| Conditional Latent Block Model: a Multivariate Time Series Clustering Approach for Autonomous Driving Validation | Aug 3, 2020 | Autonomous DrivingClustering | CodeCode Available | 0 |
| Ubicomp Digital 2020 -- Handwriting classification using a convolutional recurrent network | Aug 3, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction | Aug 2, 2020 | Contrastive LearningDimensionality Reduction | —Unverified | 0 |
| DeepCOVIDNet: An Interpretable Deep Learning Model for Predictive Surveillance of COVID-19 Using Heterogeneous Features and their Interactions | Jul 31, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Prediction of hierarchical time series using structured regularization and its application to artificial neural networks | Jul 30, 2020 | Computational EfficiencyPrediction | —Unverified | 0 |
| Anomaly Detection at Scale: The Case for Deep Distributional Time Series Models | Jul 30, 2020 | Anomaly DetectionTime Series | —Unverified | 0 |
| Multioutput Gaussian Processes with Functional Data: A Study on Coastal Flood Hazard Assessment | Jul 28, 2020 | Gaussian ProcessesTime Series | CodeCode Available | 0 |
| Regularized Flexible Activation Function Combinations for Deep Neural Networks | Jul 26, 2020 | Image CompressionPhilosophy | —Unverified | 0 |
| Benchmarking Multivariate Time Series Classification Algorithms | Jul 26, 2020 | BenchmarkingClassification | —Unverified | 0 |
| Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning | Jul 26, 2020 | Deep LearningTime Series | —Unverified | 0 |
| Graph Gamma Process Generalized Linear Dynamical Systems | Jul 25, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Multi-stream RNN for Merchant Transaction Prediction | Jul 25, 2020 | Fraud DetectionPrediction | —Unverified | 0 |
| Storywrangler: A massive exploratorium for sociolinguistic, cultural, socioeconomic, and political timelines using Twitter | Jul 25, 2020 | Cultural Vocal Bursts Intensity PredictionTime Series | CodeCode Available | 0 |
| Improving Robustness on Seasonality-Heavy Multivariate Time Series Anomaly Detection | Jul 25, 2020 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| Multinomial Sampling for Hierarchical Change-Point Detection | Jul 24, 2020 | Change Point DetectionTime Series | —Unverified | 0 |
| Hide-and-Seek Privacy Challenge | Jul 23, 2020 | De-identificationSynthetic Data Generation | CodeCode Available | 0 |
| A Novel Ensemble Deep Learning Model for Stock Prediction Based on Stock Prices and News | Jul 23, 2020 | Deep LearningPhilosophy | —Unverified | 0 |
| bootUR: An R Package for Bootstrap Unit Root Tests | Jul 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Towards Social & Engaging Peer Learning: Predicting Backchanneling and Disengagement in Children | Jul 22, 2020 | Pupil DilationTime Series | —Unverified | 0 |
| Fused-Lasso Regularized Cholesky Factors of Large Nonstationary Covariance Matrices of Longitudinal Data | Jul 22, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture | Jul 22, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Shape-CD: Change-Point Detection in Time-Series Data with Shapes and Neurons | Jul 22, 2020 | Change Point DetectionTime Series | —Unverified | 0 |
| Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables | Jul 21, 2020 | regressionTime Series | CodeCode Available | 0 |
| MAGMA: Inference and Prediction with Multi-Task Gaussian Processes | Jul 21, 2020 | Gaussian ProcessesPrediction | CodeCode Available | 0 |
| Lasso Inference for High-Dimensional Time Series | Jul 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Permutation-based tests for discontinuities in event studies | Jul 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Source Separation with Slow Flows | Jul 20, 2020 | blind source separationTime Series | —Unverified | 0 |
| Machine Learning a Molecular Hamiltonian for Predicting Electron Dynamics | Jul 19, 2020 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach | Jul 19, 2020 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| Can we Estimate Truck Accident Risk from Telemetric Data using Machine Learning? | Jul 17, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Comparison of Different Methods for Time Sequence Prediction in Autonomous Vehicles | Jul 16, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| A fast noise filtering algorithm for time series prediction using recurrent neural networks | Jul 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Leveraging the Self-Transition Probability of Ordinal Pattern Transition Graph for Transportation Mode Classification | Jul 16, 2020 | General ClassificationTime Series | CodeCode Available | 0 |
| timeXplain -- A Framework for Explaining the Predictions of Time Series Classifiers | Jul 15, 2020 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
| MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry | Jul 15, 2020 | BIG-bench Machine LearningDomain Adaptation | —Unverified | 0 |
| Understanding fluctuations through Multivariate Circulant Singular Spectrum Analysis | Jul 15, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Attention Mechanism for Multivariate Time Series Recurrent Model Interpretability Applied to the Ironmaking Industry | Jul 15, 2020 | Deep LearningMultivariate Time Series Forecasting | —Unverified | 0 |
| Generating Trading Signals by ML algorithms or time series ones? | Jul 14, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| SRDCNN: Strongly Regularized Deep Convolution Neural Network Architecture for Time-series Sensor Signal Classification Tasks | Jul 14, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| GeoStat Representations of Time Series for Fast Classification | Jul 13, 2020 | ClassificationDynamic Time Warping | —Unverified | 0 |
| A unified machine learning approach to time series forecasting applied to demand at emergency departments | Jul 13, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Identifying Latent Stochastic Differential Equations | Jul 12, 2020 | Self-Supervised LearningTime Series | CodeCode Available | 0 |
| Prediction of Traffic Flow via Connected Vehicles | Jul 10, 2020 | PredictionTime Series | —Unverified | 0 |
| On the variability of functional connectivity and network measures in source-reconstructed EEG time-series | Jul 10, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multi-future Merchant Transaction Prediction | Jul 10, 2020 | DecoderFraud Detection | —Unverified | 0 |
| Graph Signal Processing: Vertex Multiplication | Jul 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Penalized Estimation and Forecasting of Multiple Subject Intensive Longitudinal Data | Jul 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Improving the Robustness of Trading Strategy Backtesting with Boltzmann Machines and Generative Adversarial Networks | Jul 9, 2020 | ManagementTime Series | —Unverified | 0 |