Movement forecasting of financial time series based on adaptive LSTM-BN network

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

Random search for hyper-parameter optimization

James Bergstra, Yoshua Bengio · 2012 · 7.9K citations

Natural Sciences, Computer Science, Algorithms +8

Predicting Excess Stock Returns Out of Sample: Can Anything Beat the Historical Average?

John Y. Campbell, Samuel B. Thompson · Review of Financial Studies · 2007 · 3K citations · Full text

Business, Economics, Finance +16

Deep learning with long short-term memory networks for financial market predictions

Thomas Fischer · European Journal of Operational Research · 2017 · 2.6K citations

Business, Economics, Finance +16