Concepedia

Deep learning-based feature engineering for stock price movement prediction

Wen Long, Zhichen Lu, Ling-Xiao Cui

Knowledge-Based Systems · 2018 · 479 citations · 56 references

Concepts

ComputingComputer ScienceFinanceFeature EngineeringMachine LearningPredictive AnalyticsDeep LearningNeural NetworksTime Series Feature EngineeringTime Series Feature ExtractionTime Series ForecastingTime Series PredictionDeep Feature LearningDeep Learning-based ForecastingFeature Engineering For Financial DataFeature Engineering For ForecastingMachine Learning Feature Engineering

References

56

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15