| Analysis of chaotic dynamical systems with autoencoders | Sep 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Wavelet Method for Panel Models with Jump Discontinuities in the Parameters | Sep 22, 2021 | Algorithmic TradingTime Series | CodeCode Available | 0 |
| Learning Predictive and Interpretable Timeseries Summaries from ICU Data | Sep 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques | Sep 22, 2021 | ClusteringClustering Multivariate Time Series | —Unverified | 0 |
| Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals | Sep 22, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Personalized Online Machine Learning | Sep 21, 2021 | BIG-bench Machine LearningTime 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 |
| Signal Classification using Smooth Coefficients of Multiple wavelets | Sep 21, 2021 | ClassificationTime Series | —Unverified | 0 |
| Early and Revocable Time Series Classification | Sep 21, 2021 | ClassificationDecision Making | —Unverified | 0 |
| Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks | 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 |
| Well Googled is Half Done: Multimodal Forecasting of New Fashion Product Sales with Image-based Google Trends | Sep 20, 2021 | New Product Sales ForecastingTime Series | CodeCode Available | 1 |
| 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 |
| Merlion: A Machine Learning Library for Time Series | Sep 20, 2021 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| 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 |
| TS-MULE: Local Interpretable Model-Agnostic Explanations for Time Series Forecast Models | Sep 17, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Machine learning methods for modelling and analysis of time series signals in geoinformatics | Sep 16, 2021 | BIG-bench Machine Learningblind source separation | —Unverified | 0 |
| Trading styles and long-run variance of asset prices | Sep 16, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |