Qian Yang

Financial Time Series Forecasting with the Deep Learning Ensemble Model

Kaijian He, Qian Yang, Lei Ji et al. · Mathematics · 2023 · 109 citations · Full text

Forecasting Methodology, Convolutional Neural Network, Engineering +16

LSTM-SNP: A long short-term memory model inspired from spiking neural P systems

Qian Liu, Lifan Long, Qian Yang et al. · Knowledge-Based Systems · 2021 · 81 citations

Synaptic Plasticity, Cognitive Science, Storage (Memory) +10

A deep learning approach to anomaly detection in geological carbon sequestration sites using pressure measurements

Zhi Zhong, Alexander Y. Sun, Qian Yang et al. · Journal of Hydrology · 2019 · 78 citations · Full text

Geochemical Anomaly, Anomaly Detection, Machine Learning +11

Sentiment classification using bidirectional LSTM-SNP model and attention mechanism

Yanping Huang, Qian Liu, Hong Peng et al. · Expert Systems with Applications · 2023 · 73 citations

Natural Language Processing, Engineering, Computational Linguistics +9

Edge Detection Method Based on Nonlinear Spiking Neural Systems

Ronghao Xian, Rikong Lugu, Hong Peng et al. · International Journal of Neural Systems · 2022 · 65 citations

Image Analysis, Engineering, Computational Neuroscience +14