Unsupervised learning for economic risk evaluation in the context of Covid-19 pandemic Nov 26, 2020 Time Series Time Series Analysis
— Unverified Functional Time Series Forecasting: Functional Singular Spectrum Analysis Approaches Nov 26, 2020 Time Series Time Series Analysis
— Unverified Analysis of Empirical Mode Decomposition-based Load and Renewable Time Series Forecasting Nov 23, 2020 Time Series Time Series Analysis
— Unverified Two-Step Meta-Learning for Time-Series Forecasting Ensemble Nov 20, 2020 Diversity Meta-Learning
— Unverified Visual Time Series Forecasting: An Image-driven Approach Nov 18, 2020 Quantization Time Series
— Unverified Energy consumption forecasting using a stacked nonparametric Bayesian approach Nov 11, 2020 Time Series Time Series Analysis
— Unverified Deep Neural Networks and Neuro-Fuzzy Networks for Intellectual Analysis of Economic Systems Nov 11, 2020 Deep Learning Time Series
— Unverified Forecasting and Analyzing the Military Expenditure of India Using Box-Jenkins ARIMA Model Nov 10, 2020 Management Time Series
— Unverified Forecasting Emergency Department Capacity Constraints for COVID Isolation Beds Nov 9, 2020 Time Series Time Series Analysis
— Unverified Predicting the Future is like Completing a Painting! Nov 9, 2020 Image Inpainting Philosophy
— Unverified Predictive Process Model Monitoring using Recurrent Neural Networks Nov 5, 2020 model Predictive Process Monitoring
— Unverified Statistical analysis of Wasserstein GANs with applications to time series forecasting Nov 5, 2020 Time Series Time Series Analysis
— Unverified Time Series Forecasting with Stacked Long Short-Term Memory Networks Nov 2, 2020 Time Series Time Series Analysis
— Unverified Comparison of ARIMA, ETS, NNAR and hybrid models to forecast the second wave of COVID-19 hospitalizations in Italy Oct 22, 2020 Time Series Analysis Time Series Forecasting
— Unverified Model selection in reconciling hierarchical time series Oct 21, 2020 model Model Selection
Code Code Available A novel method of fuzzy time series forecasting based on interval index number and membership value using support vector machine Oct 20, 2020 Clustering Time Series
— Unverified Variational Dynamic Mixtures Oct 20, 2020 Probabilistic Time Series Forecasting Time Series
— Unverified DATSING: Data Augmented Time Series Forecasting with Adversarial Domain Adaptation Oct 19, 2020 Domain Adaptation Time Series
— Unverified Nowcasting of COVID-19 confirmed cases: Foundations, trends, and challenges Oct 10, 2020 Time Series Time Series Analysis
— Unverified Asset Price Forecasting using Recurrent Neural Networks Oct 10, 2020 Time Series Time Series Analysis
Code Code Available Stochastically forced ensemble dynamic mode decomposition for forecasting and analysis of near-periodic systems Oct 8, 2020 GPR Load Forecasting
— Unverified Universal time-series forecasting with mixture predictors Oct 1, 2020 Time Series Time Series Analysis
— Unverified Few-shot Learning for Time-series Forecasting Sep 30, 2020 Few-Shot Learning Time Series
— Unverified Forecasting Short-term load using Econometrics time series model with T-student Distribution Sep 28, 2020 Econometrics Load Forecasting
— Unverified Transient Classification in low SNR Gravitational Wave data using Deep Learning Sep 20, 2020 Astronomy Deep Learning
— Unverified Evaluation of Local Explanation Methods for Multivariate Time Series Forecasting Sep 18, 2020 BIG-bench Machine Learning Multivariate Time Series Forecasting
— Unverified Explainable boosted linear regression for time series forecasting Sep 18, 2020 Decision Making Prediction Intervals
— Unverified Recurrent Graph Tensor Networks: A Low-Complexity Framework for Modelling High-Dimensional Multi-Way Sequence Sep 18, 2020 Tensor Networks Time Series Analysis
— Unverified Demand Forecasting of Individual Probability Density Functions with Machine Learning Sep 15, 2020 BIG-bench Machine Learning Decision Making
— Unverified Prediction-Coherent LSTM-based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People Sep 8, 2020 Prediction Time Series Analysis
— Unverified LAVARNET: Neural Network Modeling of Causal Variable Relationships for Multivariate Time Series Forecasting Sep 2, 2020 Multivariate Time Series Forecasting Time Series
— Unverified Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning Aug 28, 2020 Ensemble Learning Time Series
Code Code Available Photonic reservoir computer based on frequency multiplexing Aug 25, 2020 Time Series Time Series Analysis
— Unverified Reinforcement Learning based dynamic weighing of Ensemble Models for Time Series Forecasting Aug 20, 2020 reinforcement-learning Reinforcement Learning (RL)
— Unverified MTHetGNN: A Heterogeneous Graph Embedding Framework for Multivariate Time Series Forecasting Aug 19, 2020 Decision Making Graph Embedding
— Unverified Parallel Extraction of Long-term Trends and Short-term Fluctuation Framework for Multivariate Time Series Forecasting Aug 18, 2020 Decision Making Multi-Task Learning
— Unverified Image Processing Tools for Financial Time Series Classification Aug 13, 2020 BIG-bench Machine Learning Classification
— Unverified Regularized Flexible Activation Function Combinations for Deep Neural Networks Jul 26, 2020 Image Compression Philosophy
— Unverified MAGMA: Inference and Prediction with Multi-Task Gaussian Processes Jul 21, 2020 Gaussian Processes Prediction
Code Code Available Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables Jul 21, 2020 regression Time Series
Code Code Available Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil Jul 21, 2020 Decision Making Ensemble Learning
Code Code Available Attention Mechanism for Multivariate Time Series Recurrent Model Interpretability Applied to the Ironmaking Industry Jul 15, 2020 Deep Learning Multivariate Time Series Forecasting
— Unverified A unified machine learning approach to time series forecasting applied to demand at emergency departments Jul 13, 2020 BIG-bench Machine Learning Time Series
— Unverified Classification with 2-D Convolutional Neural Networks for breast cancer diagnosis Jul 7, 2020 Classification Diagnostic
Code Code Available Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural Networks Jul 6, 2020 Graph Neural Network Time Series
Code Code Available Forecasting Precipitable Water Vapor Using LSTMs Jun 26, 2020 Time Series Time Series Analysis
Code Code Available PECAIQR: A Model for Infectious Disease Applied to the Covid-19 Epidemic Jun 17, 2020 Multivariate Time Series Forecasting Numerical Integration
— Unverified Fairness in Forecasting and Learning Linear Dynamical Systems Jun 12, 2020 Fairness Time Series
— Unverified Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting Jun 11, 2020 Machine Translation Time Series
— Unverified Entanglement-Embedded Recurrent Network Architecture: Tensorized Latent State Propagation and Chaos Forecasting Jun 10, 2020 Tensor Decomposition Time Series
— Unverified 