| Online Advertising Revenue Forecasting: An Interpretable Deep Learning Approach | Nov 16, 2021 | Deep LearningTime Series | —Unverified | 0 |
| A similarity measurement for time series and its application to the stock market | Nov 15, 2021 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Machine Learning for Genomic Data | Nov 15, 2021 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Learning Graph Neural Networks for Multivariate Time Series Anomaly Detection | Nov 15, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation | Nov 15, 2021 | Synthetic Data GenerationTime Series | CodeCode Available | 1 |
| On Sparse High-Dimensional Graphical Model Learning For Dependent Time Series | Nov 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning Approach | Nov 14, 2021 | Algorithmic TradingGeneral Reinforcement Learning | CodeCode Available | 1 |
| Forecasting Crude Oil Price Using Event Extraction | Nov 14, 2021 | Event ExtractionSentiment Analysis | —Unverified | 0 |
| Decoding Causality by Fictitious VAR Modeling | Nov 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Evaluating Contrastive Learning on Wearable Timeseries for Downstream Clinical Outcomes | Nov 13, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Nyström Regularization for Time Series Forecasting | Nov 13, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| LoMEF: A Framework to Produce Local Explanations for Global Model Time Series Forecasts | Nov 13, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| GraSSNet: Graph Soft Sensing Neural Networks | Nov 12, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Quantile Functions without Quantile Crossing for Distribution-free Time Series Forecasting | Nov 12, 2021 | quantile regressionTime Series | —Unverified | 0 |
| Soft Sensing Model Visualization: Fine-tuning Neural Network from What Model Learned | Nov 12, 2021 | Deep Learningmodel | —Unverified | 0 |
| A Time-Series Scale Mixture Model of EEG with a Hidden Markov Structure for Epileptic Seizure Detection | Nov 12, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Identifying On-road Scenarios Predictive of ADHD usingDriving Simulator Time Series Data | Nov 12, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Exploiting the Power of Levenberg-Marquardt Optimizer with Anomaly Detection in Time Series | Nov 11, 2021 | Anomaly DetectionChange Detection | —Unverified | 0 |
| Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series | Nov 11, 2021 | Decision MakingEEG | —Unverified | 0 |
| Model-Based Reinforcement Learning via Stochastic Hybrid Models | Nov 11, 2021 | Imitation Learningmodel | —Unverified | 0 |
| Observation Error Covariance Specification in Dynamical Systems for Data assimilation using Recurrent Neural Networks | Nov 11, 2021 | Computational EfficiencyTime Series | —Unverified | 0 |
| Soft Sensing Transformer: Hundreds of Sensors are Worth a Single Word | Nov 10, 2021 | SentenceTime Series | CodeCode Available | 0 |
| American Hate Crime Trends Prediction with Event Extraction | Nov 9, 2021 | Event ExtractionHate Speech Detection | —Unverified | 0 |
| Learning from Multiple Time Series: A Deep Disentangled Approach to Diversified Time Series Forecasting | Nov 9, 2021 | DecoderQuantization | —Unverified | 0 |
| Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information | Nov 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| ARISE: ApeRIodic SEmi-parametric Process for Efficient Markets without Periodogram and Gaussianity Assumptions | Nov 8, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| A toolkit for data-driven discovery of governing equations in high-noise regimes | Nov 8, 2021 | Equation DiscoveryModel Discovery | CodeCode Available | 0 |
| Mimic: An adaptive algorithm for multivariate time series classification | Nov 8, 2021 | ClassificationTime Series | —Unverified | 0 |
| A Comparison of Model-Free and Model Predictive Control for Price Responsive Water Heaters | Nov 8, 2021 | CPUmodel | —Unverified | 0 |
| Stock Portfolio Optimization Using a Deep Learning LSTM Model | Nov 8, 2021 | Deep LearningPortfolio Optimization | —Unverified | 0 |
| Use of 1D-CNN for input data size reduction of LSTM in Hourly Rainfall-Runoff modeling | Nov 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| CoughTrigger: Earbuds IMU Based Cough Detection Activator Using An Energy-efficient Sensitivity-prioritized Time Series Classifier | Nov 7, 2021 | SensitivitySpecificity | —Unverified | 0 |
| DVS: Deep Visibility Series and its Application in Construction Cost Index Forecasting | Nov 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Transferable Time-Series Forecasting under Causal Conditional Shift | Nov 5, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 1 |
| Dynamic Data Augmentation with Gating Networks for Time Series Recognition | Nov 5, 2021 | Data AugmentationTime Series | CodeCode Available | 1 |
| Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts | Nov 5, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Meta-Forecasting by combining Global Deep Representations with Local Adaptation | Nov 5, 2021 | Meta-LearningTime Series | —Unverified | 0 |
| Unsupervised Change Detection of Extreme Events Using ML On-Board | Nov 4, 2021 | Change DetectionManagement | CodeCode Available | 1 |
| Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series | Nov 4, 2021 | Data IntegrationDecoder | CodeCode Available | 0 |
| TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation | Nov 4, 2021 | Crop ClassificationDomain Adaptation | CodeCode Available | 1 |
| Roadmap on Signal Processing for Next Generation Measurement Systems | Nov 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multiple-index Nonstationary Time Series Models: Robust Estimation Theory and Practice | Nov 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Comparisons in Deep Space Network | Nov 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A novel rule-based evolving Fuzzy System applied to the thermal modeling of power transformers | Nov 1, 2021 | Decision MakingTime Series | CodeCode Available | 0 |
| Markus Thill Temporal convolutional autoencoder for unsupervised anomaly detection in time series | Nov 1, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Metaphor Development in Public Discourse Using an ARIMA Time Series Analysis Approach | Nov 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Truth-Conditional Captions for Time Series Data | Nov 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data | Nov 1, 2021 | ArticlesTime Series | CodeCode Available | 1 |
| A Modified Dynamic Time Warping (MDTW) Approach and Innovative Average Non-Self Match Distance (ANSD) Method for Anomaly Detection in ECG Recordings | Nov 1, 2021 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 |
| Sig-Wasserstein GANs for Time Series Generation | Nov 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |