| Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art | Apr 1, 2020 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| When Ramanujan meets time-frequency analysis in complicated time series analysis | Mar 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The fractal time growth of COVID-19 pandemic: an accurate self-similar model, and urgent conclusions | Mar 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A wavelet analysis of inter-dependence, contagion and long memory among global equity markets | Mar 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Current state of nonlinear-type time-frequency analysis and applications to high-frequency biomedical signals | Mar 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Financial Market Trend Forecasting and Performance Analysis Using LSTM | Mar 31, 2020 | PredictionTime Series | —Unverified | 0 |
| Machine Learning Algorithms for Financial Asset Price Forecasting | Mar 31, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Adversarial Attacks on Multivariate Time Series | Mar 31, 2020 | ClassificationDynamic Time Warping | —Unverified | 0 |
| A Spatio-Temporal Spot-Forecasting Framework for Urban Traffic Prediction | Mar 31, 2020 | Spatio-Temporal ForecastingTime Series | CodeCode Available | 1 |
| Half-empty or half-full? A Hybrid Approach to Predict Recycling Behavior of Consumers to Increase Reverse Vending Machine Uptime | Mar 30, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Coronavirus Optimization Algorithm: A bioinspired metaheuristic based on the COVID-19 propagation model | Mar 30, 2020 | Load ForecastingTime Series | CodeCode Available | 0 |
| Difference Attention Based Error Correction LSTM Model for Time Series Prediction | Mar 30, 2020 | PredictionTime Series | —Unverified | 0 |
| High-dimensional mixed-frequency IV regression | Mar 30, 2020 | regressionTime Series | —Unverified | 0 |
| A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting | Mar 29, 2020 | Load ForecastingTime Series | —Unverified | 0 |
| Ensemble Forecasting of Monthly Electricity Demand using Pattern Similarity-based Methods | Mar 29, 2020 | Demand ForecastingDiversity | —Unverified | 0 |
| Proximity-Based Active Learning on Streaming Data: A Personalized Eating Moment Recognition | Mar 29, 2020 | Active LearningActivity Recognition | CodeCode Available | 0 |
| Circulant Singular Spectrum Analysis: A new automated procedure for signal extraction | Mar 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Correlated daily time series and forecasting in the M4 competition | Mar 28, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data | Mar 27, 2020 | Incremental LearningTime Series | —Unverified | 0 |
| Spatiotemporal Adaptive Neural Network for Long-term Forecasting of Financial Time Series | Mar 27, 2020 | Decision MakingRepresentation Learning | —Unverified | 0 |
| ABBA: Adaptive Brownian bridge-based symbolic aggregation of time series | Mar 27, 2020 | Anomaly DetectionClustering | —Unverified | 0 |
| Triad State Space Construction for Chaotic Signal Classification with Deep Learning | Mar 26, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Zero-shot and few-shot time series forecasting with ordinal regression recurrent neural networks | Mar 26, 2020 | regressionTime Series | —Unverified | 0 |
| FastDTW is approximate and Generally Slower than the Algorithm it Approximates | Mar 25, 2020 | Anomaly DetectionClustering | CodeCode Available | 1 |
| Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis | Mar 24, 2020 | Functional ConnectivityTime Series | CodeCode Available | 1 |