| Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks | Sep 21, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Personalized Online Machine Learning | Sep 21, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Signal Classification using Smooth Coefficients of Multiple wavelets | Sep 21, 2021 | ClassificationTime Series | —Unverified | 0 |
| A new look at the anthropogenic global warming consensus: an econometric forecast based on the ARIMA model of paleoclimate series | Sep 21, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DeepTimeAnomalyViz: A Tool for Visualizing and Post-processing Deep Learning Anomaly Detection Results for Industrial Time-Series | Sep 21, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition | Sep 20, 2021 | Contrastive LearningEEG | —Unverified | 0 |
| Neural forecasting at scale | Sep 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SFFDD: Deep Neural Network with Enriched Features for Failure Prediction with Its Application to Computer Disk Driver | Sep 20, 2021 | Feature EngineeringTime Series | —Unverified | 0 |
| Modeling Regime Shifts in Multiple Time Series | Sep 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning to Forecast Dynamical Systems from Streaming Data | Sep 20, 2021 | regressionTime Series | CodeCode Available | 0 |
| Topology, Convergence, and Reconstruction of Predictive States | Sep 19, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Robust and Efficient Multi-Scale Seasonal-Trend Decomposition | Sep 18, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Hydroelectric Generation Forecasting with Long Short Term Memory (LSTM) Based Deep Learning Model for Turkey | Sep 18, 2021 | Deep LearningTime Series | —Unverified | 0 |
| From Known to Unknown: Knowledge-guided Transformer for Time-Series Sales Forecasting in Alibaba | Sep 17, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Trading styles and long-run variance of asset prices | Sep 16, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Machine learning methods for modelling and analysis of time series signals in geoinformatics | Sep 16, 2021 | BIG-bench Machine Learningblind source separation | —Unverified | 0 |
| Universal Adversarial Attack on Deep Learning Based Prognostics | Sep 15, 2021 | Adversarial AttackDeep Learning | —Unverified | 0 |
| Interpretable Additive Recurrent Neural Networks For Multivariate Clinical Time Series | Sep 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Vaccination strategies and transmission of COVID-19: evidence across advanced countries | Sep 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| WaveCorr: Correlation-savvy Deep Reinforcement Learning for Portfolio Management | Sep 14, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Multiple shooting with neural differential equations | Sep 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning | Sep 14, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams | Sep 13, 2021 | RhythmTime Series | —Unverified | 0 |
| Predicting the outcome of team movements -- Player time series analysis using fuzzy and deep methods for representation learning | Sep 13, 2021 | PositionRepresentation Learning | —Unverified | 0 |
| Prediction of gene expression time series and structural analysis of gene regulatory networks using recurrent neural networks | Sep 13, 2021 | PredictionTime Series | —Unverified | 0 |
| Detecting Handwritten Mathematical Terms with Sensor Based Data | Sep 12, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Study of Joint Graph Inference and Forecasting | Sep 10, 2021 | Graph LearningTime Series | —Unverified | 0 |
| Stationary Density Estimation of Itô Diffusions Using Deep Learning | Sep 9, 2021 | Deep LearningDensity Estimation | —Unverified | 0 |
| Object recognition for robotics from tactile time series data utilising different neural network architectures | Sep 9, 2021 | Object RecognitionTime Series | —Unverified | 0 |
| Surrogate Parameters Optimization for Data and Model Fusion of COVID-19 Time-series Data | Sep 9, 2021 | ManagementTime Series | —Unverified | 0 |
| Modeling Systems with Machine Learning based Differential Equations | Sep 9, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Detecting Attacks on IoT Devices using Featureless 1D-CNN | Sep 9, 2021 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Quantile-based fuzzy clustering of multivariate time series in the frequency domain | Sep 8, 2021 | ClusteringTime Series | —Unverified | 0 |
| DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation | Sep 8, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Fractional Growth Portfolio Investment | Sep 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Mutation frequency time series reveal complex mixtures of clones in the world-wide SARS-CoV-2 viral population | Sep 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Supervised DKRC with Images for Offline System Identification | Sep 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Nonparametric Extrema Analysis in Time Series for Envelope Extraction, Peak Detection and Clustering | Sep 5, 2021 | ClusteringTime Series | —Unverified | 0 |
| Accurate shape and phase averaging of time series through Dynamic Time Warping | Sep 2, 2021 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Computer Vision Self-supervised Learning Methods on Time Series | Sep 2, 2021 | Self-Supervised LearningTime Series | —Unverified | 0 |
| A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection | Sep 1, 2021 | Dynamic Time WarpingTemplate Matching | —Unverified | 0 |
| Clustering of Pain Dynamics in Sickle Cell Disease from Sparse, Uneven Samples | Aug 31, 2021 | ClusteringTime Series | —Unverified | 0 |
| Time Series Prediction using Deep Learning Methods in Healthcare | Aug 30, 2021 | Deep LearningFeature Engineering | —Unverified | 0 |
| Anomaly Detection on IT Operation Series via Online Matrix Profile | Aug 27, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Parallel Machine Learning for Forecasting the Dynamics of Complex Networks | Aug 27, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Sketches for Time-Dependent Machine Learning | Aug 26, 2021 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| Magnetic Field Sensing for Pedestrian and Robot Indoor Positioning | Aug 26, 2021 | Indoor LocalizationTime Series | —Unverified | 0 |
| SOMTimeS: Self Organizing Maps for Time Series Clustering and its Application to Serious Illness Conversations | Aug 26, 2021 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Attention-based Neural Load Forecasting: A Dynamic Feature Selection Approach | Aug 25, 2021 | Decoderfeature selection | —Unverified | 0 |
| Energy time series forecasting-Analytical and empirical assessment of conventional and machine learning models | Aug 24, 2021 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |