RHiREM: Intelligent diagnostic framework for pipeline Eddy Current Internal Inspection based on reinforcement learning with hierarchical reward exploration mechanism

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

Multivariate LSTM-FCNs for time series classification

Fazle Karim, Somshubra Majumdar, Houshang Darabi et al. · Neural Networks · 2019 · 1.1K citations · Full text

Computing, Computer Science, Machine Learning +10

Multi-Scale Convolutional Neural Networks for Time Series Classification

Zhicheng Cui, Wenlin Chen, Yixin Chen · arXiv (Cornell University) · 2016 · 475 citations · Full text

Computing, Biomedical Engineering, Computer Science +17

Evaluating Probabilistic Forecasts Using Information Theory

Mark S. Roulston, Leonard A. Smith · Monthly Weather Review · 2002 · 362 citations

Natural Sciences, Decision Sciences, Meteorology +16

Generative Adversarial Active Learning for Unsupervised Outlier Detection

Yezheng Liu, Zhe Li, Chong Zhou et al. · IEEE Transactions on Knowledge and Data Engineering · 2019 · 325 citations

Computing, Computer Science, Artificial Intelligence +16