Photonic reservoir computer based on frequency multiplexing Aug 25, 2020 Time Series Time Series Analysis
— Unverified Attention based Multi-Modal New Product Sales Time-series Forecasting Aug 23, 2020 Decoder New Product Sales Forecasting
Code Code Available 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 FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting Jul 30, 2020 Management Time Series
Code Code Available Regularized Flexible Activation Function Combinations for Deep Neural Networks Jul 26, 2020 Image Compression Philosophy
— Unverified Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil Jul 21, 2020 Decision Making Ensemble Learning
Code Code Available 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 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 Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction Jul 7, 2020 CPU Time Series Analysis
Code Code Available 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 Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting Jul 6, 2020 Graph Generation Graph Neural Network
Code Code Available Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach Jul 4, 2020 BIG-bench Machine Learning Classification
Code Code Available Forecasting Precipitable Water Vapor Using LSTMs Jun 26, 2020 Time Series Time Series Analysis
Code Code Available Time Series Extrinsic Regression Jun 23, 2020 regression Time Series
Code Code Available Monash University, UEA, UCR Time Series Extrinsic Regression Archive Jun 19, 2020 Benchmarking Missing Values
Code Code Available Low-Rank Autoregressive Tensor Completion for Multivariate Time Series Forecasting Jun 18, 2020 Imputation Missing Values
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 Inductive Graph Neural Networks for Spatiotemporal Kriging Jun 13, 2020 Graph Neural Network Time Series
Code Code Available 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 Hybrid Model for Anomaly Detection on Call Detail Records by Time Series Forecasting Jun 7, 2020 Anomaly Detection Time Series
— Unverified A machine learning approach for forecasting hierarchical time series May 31, 2020 BIG-bench Machine Learning Time Series
— Unverified Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks May 24, 2020 Graph Learning Graph Neural Network
Code Code Available Emotion-Inspired Deep Structure (EiDS) for EEG Time Series Forecasting May 23, 2020 EEG Electroencephalogram (EEG)
— Unverified DEFM: Delay E mbedding based Forecast Machine for Time Series Forecasting by Spatiotemporal Information Transformation May 16, 2020 Time Series Time Series Analysis
Code Code Available AtsPy: Automated Time Series Forecasting in Python May 14, 2020 Survey Time Series
Code Code Available Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems May 14, 2020 regression Time Series
— Unverified A network-based transfer learning approach to improve sales forecasting of new products May 13, 2020 Time Series Time Series Analysis
— Unverified If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN May 3, 2020 Multivariate Time Series Forecasting Probabilistic Time Series Forecasting
Code Code Available Multivariate Time Series Forecasting with Transfer Entropy Graph May 3, 2020 Causal Inference Decision Making
Code Code Available Time Series Forecasting With Deep Learning: A Survey Apr 28, 2020 Decoder Deep Learning
— Unverified Improving the Decision-Making Process of Self-Adaptive Systems by Accounting for Tactic Volatility Apr 23, 2020 Decision Making Time Series
— Unverified Deep Learning for Time Series Forecasting: Tutorial and Literature Survey Apr 21, 2020 BIG-bench Machine Learning Deep Learning
Code Code Available Characterizing the memory capacity of transmon qubit reservoirs Apr 15, 2020 Open-Ended Question Answering Time Series Analysis
— Unverified Hidden Markov Neural Networks Apr 15, 2020 Continual Learning Time Series
— Unverified Industrial Forecasting with Exponentially Smoothed Recurrent Neural Networks Apr 9, 2020 Load Forecasting Time Series
— Unverified Mixture Density Conditional Generative Adversarial Network Models (MD-CGAN) Apr 8, 2020 Generative Adversarial Network Time Series
— Unverified Recognizing Long Grammatical Sequences Using Recurrent Networks Augmented With An External Differentiable Stack Apr 4, 2020 Language Modelling Machine Translation
— Unverified ForecastTB An R Package as a Test-Bench for Time Series Forecasting Application of Wind Speed and Solar Radiation Modeling Apr 4, 2020 Time Series Time Series Analysis
— Unverified Coronavirus Optimization Algorithm: A bioinspired metaheuristic based on the COVID-19 propagation model Mar 30, 2020 Load Forecasting Time Series
Code Code Available Correlated daily time series and forecasting in the M4 competition Mar 28, 2020 Time Series Time Series Analysis
Code Code Available Zero-shot and few-shot time series forecasting with ordinal regression recurrent neural networks Mar 26, 2020 regression Time Series
— Unverified Deep Markov Spatio-Temporal Factorization Mar 22, 2020 Clustering Time Series
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