Improving air quality prediction accuracy at larger temporal resolutions using deep learning and transfer learning techniques

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations

Computing, Computer Science, Data Mining +12

LSTM: A Search Space Odyssey

Klaus Greff, Rupesh K. Srivastava, Jan Koutník et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 6.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Framewise phoneme classification with bidirectional LSTM and other neural network architectures

Alex Graves, Jürgen Schmidhuber · Neural Networks · 2005 · 5.5K citations

Computing, Computer Science, Machine Learning +9

Long short-term memory neural network for air pollutant concentration predictions: Method development and evaluation

Li Xiang, Ling Peng, Xiaojing Yao et al. · Environmental Pollution · 2017 · 627 citations

Natural Sciences, Environmental Engineering, Environmental Sciences +16