| Multimodal Meta-Learning for Time Series Regression | Aug 5, 2021 | Meta-Learningregression | —Unverified | 0 |
| A New State-of-the-Art Transformers-Based Load Forecaster on the Smart Grid Domain | Aug 5, 2021 | energy managementLoad Forecasting | —Unverified | 0 |
| High dimensional Bayesian Optimization Algorithm for Complex System in Time Series | Aug 4, 2021 | Bayesian OptimizationDimensionality Reduction | —Unverified | 0 |
| Reconstructing a dynamical system and forecasting time series by self-consistent deep learning | Aug 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bayesian forecast combination using time-varying features | Aug 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Random Convolution Kernels with Multi-Scale Decomposition for Preterm EEG Inter-burst Detection | Aug 4, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data | Aug 3, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Dynamic Prediction Model for NOx Emission of SCR System Based on Hybrid Data-driven Algorithms | Aug 3, 2021 | feature selectionFLUE | —Unverified | 0 |
| Synthetic Active Distribution System Generation via Unbalanced Graph Generative Adversarial Network | Aug 2, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Learning who is in the market from time series: market participant discovery through adversarial calibration of multi-agent simulators | Aug 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions | Aug 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series | Aug 2, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Using Deep Learning to Correlate Reddit Posts with Economic Time Series During the COVID-19 Pandemic | Aug 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Predicting in-hospital mortality by combining clinical notes with time-series data | Aug 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Multi-module Recurrent Convolutional Neural Network with Transformer Encoder for ECG Arrhythmia Classification | Aug 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Understanding the merging behavior patterns and evolutionary mechanism at freeway on-ramps | Jul 31, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Statistical learning method for predicting density-matrix based electron dynamics | Jul 31, 2021 | regressionTime Series | —Unverified | 0 |
| Opinion Prediction with User Fingerprinting | Jul 31, 2021 | PredictionSentiment Analysis | CodeCode Available | 0 |
| Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks | Jul 31, 2021 | Graph Neural NetworkImputation | CodeCode Available | 1 |
| Random vector functional link neural network based ensemble deep learning for short-term load forecasting | Jul 30, 2021 | Load ForecastingRepresentation Learning | —Unverified | 0 |
| Previsão dos preços de abertura, mínima e máxima de índices de mercados financeiros usando a associação de redes neurais LSTM | Jul 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series | Jul 29, 2021 | ImputationMortality Prediction | CodeCode Available | 1 |
| Otimizacao de pesos e funcoes de ativacao de redes neurais aplicadas na previsao de series temporais | Jul 29, 2021 | global-optimizationTime Series | —Unverified | 0 |
| Inference in heavy-tailed non-stationary multivariate time series | Jul 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal Dependencies in Feature Importance for Time Series Predictions | Jul 29, 2021 | Feature ImportanceTime Series | CodeCode Available | 1 |
| Analysis of complex circadian time series data using wavelets | Jul 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatio-temporal graph neural networks for multi-site PV power forecasting | Jul 29, 2021 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Snippet Policy Network for Multi-class Varied-length ECG Early Classification | Jul 28, 2021 | Arrhythmia DetectionClassification | —Unverified | 0 |
| Demand Forecasting in Smart Grid Using Long Short-Term Memory | Jul 28, 2021 | Demand ForecastingManagement | —Unverified | 0 |
| AutoML Meets Time Series Regression Design and Analysis of the AutoSeries Challenge | Jul 28, 2021 | AutoMLFeature Engineering | CodeCode Available | 0 |
| Vision-Guided Forecasting -- Visual Context for Multi-Horizon Time Series Forecasting | Jul 27, 2021 | Autonomous DrivingState Estimation | —Unverified | 0 |
| Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals | Jul 27, 2021 | Activity RecognitionAnomaly Detection | —Unverified | 0 |
| Massive feature extraction for explaining and foretelling hydroclimatic time series forecastability at the global scale | Jul 25, 2021 | DescriptiveTime Series | —Unverified | 0 |
| A Signal Detection Scheme Based on Deep Learning in OFDM Systems | Jul 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Comparing Prophet and Deep Learning to ARIMA in Forecasting Wholesale Food Prices | Jul 23, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Heteroscedastic Temporal Variational Autoencoder For Irregular Time Series | Jul 23, 2021 | Deep LearningIrregular Time Series | CodeCode Available | 1 |
| Generative adversarial networks in time series: A survey and taxonomy | Jul 23, 2021 | SurveyTime Series | CodeCode Available | 1 |
| Automatic Detection Of Noise Events at Shooting Range Using Machine Learning | Jul 23, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| COVID-19 and the gig economy in Poland | Jul 23, 2021 | counterfactualTime Series | CodeCode Available | 0 |
| Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces | Jul 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| FNetAR: Mixing Tokens with Autoregressive Fourier Transforms | Jul 22, 2021 | Language ModellingTime Series | CodeCode Available | 0 |
| Tsformer: Time series Transformer for tourism demand forecasting | Jul 22, 2021 | DecoderDemand Forecasting | —Unverified | 0 |
| Neural Ordinary Differential Equation Model for Evolutionary Subspace Clustering and Its Applications | Jul 22, 2021 | ClusteringTime Series | —Unverified | 0 |
| A Framework for Imbalanced Time-series Forecasting | Jul 22, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Adaptive Inducing Points Selection For Gaussian Processes | Jul 21, 2021 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Approximation Theory of Convolutional Architectures for Time Series Modelling | Jul 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| High-dimensional Multivariate Time Series Forecasting in IoT Applications using Embedding Non-stationary Fuzzy Time Series | Jul 20, 2021 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Predicting the 2020 US Presidential Election with Twitter | Jul 19, 2021 | PredictionTime Series | —Unverified | 0 |
| OnlineSTL: Scaling Time Series Decomposition by 100x | Jul 19, 2021 | Anomaly DetectionChange Point Detection | —Unverified | 0 |
| Long-term series forecasting with Query Selector -- efficient model of sparse attention | Jul 19, 2021 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |