A Memory-Network Based Solution for Multivariate Time-Series Forecasting Sep 6, 2018 Multivariate Time Series Forecasting Question Answering
Code Code Available VLSTM: Very Long Short-Term Memory Networks for High-Frequency Trading Sep 5, 2018 Time Series Time Series Analysis
— Unverified Correlated Time Series Forecasting using Deep Neural Networks: A Summary of Results Aug 29, 2018 Correlated Time Series Forecasting Multi-Task Learning
— Unverified SeriesNet:A Generative Time Series Forecasting Model Aug 23, 2018 model Time Series
— Unverified Combining time-series and textual data for taxi demand prediction in event areas: a deep learning approach Aug 16, 2018 Demand Forecasting Time Series
— Unverified Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction Aug 15, 2018 Imputation Missing Values
— Unverified A Capsule Network for Traffic Speed Prediction in Complex Road Networks Jul 23, 2018 Time Series Time Series Analysis
Code Code Available Deep Learning for Epidemiological Predictions Jul 21, 2018 Deep Learning Epidemiology
— Unverified To Post or Not to Post: Using Online Trends to Predict Popularity of Offline Content Jul 17, 2018 Articles Time Series
— Unverified Accurate Uncertainties for Deep Learning Using Calibrated Regression Jul 1, 2018 Deep Learning Model-based Reinforcement Learning
Code Code Available Foundations of Sequence-to-Sequence Modeling for Time Series May 9, 2018 Time Series Time Series Analysis
— Unverified Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery Apr 23, 2018 Decoder Epidemiology
— Unverified MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting Mar 26, 2018 Astronomy regression
Code Code Available Theory and Algorithms for Forecasting Time Series Mar 15, 2018 Time Series Time Series Analysis
— Unverified Sales forecasting using WaveNet within the framework of the Kaggle competition Mar 11, 2018 Time Series Time Series Analysis
— Unverified Construction of neural networks for realization of localized deep learning Mar 9, 2018 Deep Learning Dimensionality Reduction
— Unverified Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction Feb 23, 2018 image-classification Image Classification
Code Code Available Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation Feb 6, 2018 Time Series Time Series Analysis
— Unverified Dilated Convolutional Neural Networks for Time Series Forecasting Jan 2, 2018 Time Series Time Series Analysis
Code Code Available Bayesian Time Series Forecasting with Change Point and Anomaly Detection Jan 1, 2018 Anomaly Detection Change Point Detection
— Unverified Spatial-temporal wind field prediction by Artificial Neural Networks Dec 13, 2017 Prediction Time Series
— Unverified Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis Dec 4, 2017 Time Series Time Series Analysis
Code Code Available Time Series Prediction : Predicting Stock Price Oct 16, 2017 Prediction Time Series
— Unverified Deep Learning in Multiple Multistep Time Series Prediction Oct 12, 2017 Deep Learning Prediction
— Unverified Forecasting Across Time Series Databases using Recurrent Neural Networks on Groups of Similar Series: A Clustering Approach Oct 9, 2017 Benchmarking Clustering
Code Code Available Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting Sep 14, 2017 Time Series Time Series Analysis
Code Code Available R2N2: Residual Recurrent Neural Networks for Multivariate Time Series Forecasting Sep 10, 2017 Multivariate Time Series Forecasting Time Series
— Unverified Deep and Confident Prediction for Time Series at Uber Sep 6, 2017 Anomaly Detection Prediction
Code Code Available Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting Jul 6, 2017 Decoder Multivariate Time Series Forecasting
Code Code Available Empirical analysis of daily cash flow time series and its implications for forecasting Jun 29, 2017 Management Time Series
— Unverified Neural Decomposition of Time-Series Data for Effective Generalization May 25, 2017 Time Series Time Series Analysis
— Unverified DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks Apr 13, 2017 Multivariate Time Series Forecasting Probabilistic Time Series Forecasting
Code Code Available Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs Mar 29, 2017 Position Time Series
— Unverified Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks Mar 21, 2017 Multivariate Time Series Forecasting Time Series
Code Code Available Conditional Time Series Forecasting with Convolutional Neural Networks Mar 14, 2017 Time Series Time Series Analysis
Code Code Available Robust Online Time Series Prediction with Recurrent Neural Networks Dec 26, 2016 Prediction Time Series
— Unverified An Evolving Cascade System Based on A Set Of Neo Fuzzy Nodes Oct 20, 2016 Time Series Time Series Analysis
— Unverified Adaptive Forecasting of Non-Stationary Nonlinear Time Series Based on the Evolving Weighted Neuro-Neo-Fuzzy-ANARX-Model Oct 20, 2016 Time Series Time Series Analysis
— Unverified Identification of market trends with string and D2-brane maps Jul 18, 2016 Time Series Time Series Analysis
— Unverified PSF : Introduction to R Package for Pattern Sequence Based Forecasting Algorithm Jun 17, 2016 Clustering Prediction
— Unverified Forecasting Emerging Trends from Scientific Literature May 1, 2016 regression Time Series
— Unverified Learning Theory and Algorithms for Forecasting Non-stationary Time Series Dec 1, 2015 Learning Theory Time Series
— Unverified p-Markov Gaussian Processes for Scalable and Expressive Online Bayesian Nonparametric Time Series Forecasting Oct 9, 2015 Gaussian Processes regression
— Unverified Forecasting Method for Grouped Time Series with the Use of k-Means Algorithm Sep 15, 2015 Clustering Time Series
— Unverified Modeling Website Workload Using Neural Networks Jul 26, 2015 Time Series Time Series Analysis
— Unverified GEFCOM 2014 - Probabilistic Electricity Price Forecasting Jun 23, 2015 regression Time Series
— Unverified Robust Structured Low-Rank Approximation on the Grassmannian Jun 12, 2015 Time Series Time Series Analysis
— Unverified Online Learning Algorithm for Time Series Forecasting Suitable for Low Cost Wireless Sensor Networks Nodes Apr 21, 2015 Time Series Time Series Analysis
— Unverified Sequence to Sequence Learning with Neural Networks Sep 10, 2014 Machine Translation Sentence
Code Code Available Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method Jul 8, 2014 Time Series Time Series Analysis
— Unverified 