Time-series forecasting with deep learning: a survey

Recent Trends in Deep Learning Based Natural Language Processing [Review Article]

(2018) Tom Young et al.   IEEE Computational Intelligence Magazine

Statistical and Machine Learning forecasting methods: Concerns and ways forward

(2018) Spyros Makridakis et al.   PLoS One

High-performance medicine: the convergence of human and artificial intelligence

(2018) Eric J. Topol   NATURE MEDICINE

Trend analysis of climate time series: A review of methods

(2018) Manfred Mudelsee   EARTH-SCIENCE REVIEWS

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Editorial: Special issue on time series analysis in the biological sciences

(2012) David S. Stoffer et al.   JOURNAL OF TIME SERIES ANALYSIS

An Empirical Comparison of Machine Learning Models for Time Series Forecasting

(2010) Nesreen K. Ahmed et al.   Econometric Reviews

Multiple-output modeling for multi-step-ahead time series forecasting

(2010) Souhaib Ben Taieb et al.   NEUROCOMPUTING