| MultiSegVA: Using Visual Analytics to Segment Biologging Time Series on Multiple Scales | Sep 1, 2020 | ClusteringSegmentation | —Unverified | 0 |
| Semantics-aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition | Sep 1, 2020 | Action RecognitionImage Generation | CodeCode Available | 1 |
| Effects of Correlated Noise on the Performance of Persistence Based Dynamic State Detection Methods | Aug 31, 2020 | DiagnosticTime Series | —Unverified | 0 |
| The Computational Capacity of LRC, Memristive and Hybrid Reservoirs | Aug 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data Anomaly Detection for Structural Health Monitoring of Bridges using Shapelet Transform | Aug 31, 2020 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Benchmarking adversarial attacks and defenses for time-series data | Aug 30, 2020 | Adversarial DefenseBenchmarking | —Unverified | 0 |
| Computer Model Calibration with Time Series Data using Deep Learning and Quantile Regression | Aug 29, 2020 | quantile regressionregression | —Unverified | 0 |
| Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning | Aug 28, 2020 | Ensemble LearningTime Series | CodeCode Available | 0 |
| Fast Partial Fourier Transform | Aug 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Koopman Mode Decomposition of Oscillatory Temperature Field inside a Room | Aug 27, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting with Multiple Seasonality | Aug 27, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Learning Compact Physics-Aware Delayed Photocurrent Models Using Dynamic Mode Decomposition | Aug 27, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DeepFolio: Convolutional Neural Networks for Portfolios with Limit Order Book Data | Aug 27, 2020 | ManagementTime Series | —Unverified | 0 |
| Investigation of Flash Crash via Topological Data Analysis | Aug 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction | Aug 26, 2020 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Hybrid Deep Neural Networks to Infer State Models of Black-Box Systems | Aug 26, 2020 | Anomaly DetectionC++ code | CodeCode Available | 0 |
| Automated Model Selection for Time-Series Anomaly Detection | Aug 25, 2020 | Anomaly Detectionmodel | —Unverified | 0 |
| Photonic reservoir computer based on frequency multiplexing | Aug 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Counterfactual Explanations for Machine Learning on Multivariate Time Series Data | Aug 25, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| Comparative Computational Analysis of Global Structure in Canonical, Non-Canonical and Non-Literary Texts | Aug 25, 2020 | POSSentence | —Unverified | 0 |
| Prediction of Hilbertian autoregressive processes : a Recurrent Neural Network approach | Aug 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| ATM Cash demand forecasting in an Indian Bank with chaos and deep learning | Aug 24, 2020 | Demand ForecastingTime Series | —Unverified | 0 |
| USAD: UnSupervised Anomaly Detection on Multivariate Time Series | Aug 23, 2020 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Attention based Multi-Modal New Product Sales Time-series Forecasting | Aug 23, 2020 | DecoderNew Product Sales Forecasting | CodeCode Available | 1 |
| Change Point Detection in Time Series Data using Autoencoders with a Time-Invariant Representation | Aug 21, 2020 | Change Point DetectionTime Series | CodeCode Available | 1 |
| Evaluating Machine Learning Models for the Fast Identification of Contingency Cases | Aug 21, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks | Aug 21, 2020 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Exact Tests for Offline Changepoint Detection in Multichannel Binary and Count Data with Application to Networks | Aug 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The Canonical Interval Forest (CIF) Classifier for Time Series Classification | Aug 20, 2020 | ClassificationDescriptive | —Unverified | 0 |
| Reinforcement Learning based dynamic weighing of Ensemble Models for Time Series Forecasting | Aug 20, 2020 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 |
| Reforming the State-Based Forward Guidance through Wage Growth Rate Threshold: Evidence from FRB/US Simulations | Aug 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| MTHetGNN: A Heterogeneous Graph Embedding Framework for Multivariate Time Series Forecasting | Aug 19, 2020 | Decision MakingGraph Embedding | —Unverified | 0 |
| Augmenting Neural Differential Equations to Model Unknown Dynamical Systems with Incomplete State Information | Aug 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Generative Adversarial Networks for Spatio-temporal Data: A Survey | Aug 18, 2020 | ImputationSurvey | —Unverified | 0 |
| Predicting Future Sales of Retail Products using Machine Learning | Aug 18, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Parallel Extraction of Long-term Trends and Short-term Fluctuation Framework for Multivariate Time Series Forecasting | Aug 18, 2020 | Decision MakingMulti-Task Learning | —Unverified | 0 |
| Selecting Data Adaptive Learner from Multiple Deep Learners using Bayesian Networks | Aug 18, 2020 | ClusteringTime Series | —Unverified | 0 |
| RTFN: Robust Temporal Feature Network | Aug 18, 2020 | ClusteringTime Series | —Unverified | 0 |
| A Formally Robust Time Series Distance Metric | Aug 18, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Extension of causal decomposition in the mutual complex dynamic process | Aug 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Neural Networks for automatic extraction of features in time series satellite images | Aug 17, 2020 | Earth ObservationLand Cover Classification | —Unverified | 0 |
| Learning from Irregularly-Sampled Time Series: A Missing Data Perspective | Aug 17, 2020 | DecoderTime Series | CodeCode Available | 1 |
| HiPPO: Recurrent Memory with Optimal Polynomial Projections | Aug 17, 2020 | Permuted-MNISTSequential Image Classification | CodeCode Available | 1 |
| Wavelet Denoising and Attention-based RNN-ARIMA Model to Predict Forex Price | Aug 16, 2020 | DenoisingTime Series | —Unverified | 0 |
| Gait complexity assessed by detrended fluctuation analysis is sensitive to inconsistencies in stride time series: A modeling study | Aug 14, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Network-based Automatic Factor Construction | Aug 14, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Image Processing Tools for Financial Time Series Classification | Aug 13, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Spectral Processing of COVID-19 Time-Series Data | Aug 13, 2020 | ResynthesisTime Series | CodeCode Available | 0 |
| A Survey on Knowledge integration techniques with Artificial Neural Networks for seq-2-seq/time series models | Aug 13, 2020 | Decision MakingTime Series | —Unverified | 0 |
| Learning low-frequency temporal patterns for quantitative trading | Aug 12, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |