Dongya Liu

Time series prediction for the epidemic trends of COVID-19 using the improved LSTM deep learning method: Case studies in Russia, Peru and Iran

Peipei Wang, Xinqi Zheng, Gang Ai et al. · Chaos Solitons & Fractals · 2020 · 171 citations · Full text

Computing, Infectious Diseases, Public Health Informatics +17

Land-use Simulation and Decision-Support system (LandSDS): Seamlessly integrating system dynamics, agent-based model, and cellular automata

Dongya Liu, Xinqi Zheng, Hongbin Wang · Ecological Modelling · 2020 · 93 citations

Planning, Land-use Planning, Environmental Modeling +16

Interoperable scenario simulation of land-use policy for Beijing–Tianjin–Hebei region, China

Dongya Liu, Xinqi Zheng, Hongbin Wang et al. · Land Use Policy · 2018 · 42 citations

Planning, Land-use Planning, Urban Planning +14

A Comparative Analysis of Swarm Intelligence and Evolutionary Algorithms for Feature Selection in SVM-Based Hyperspectral Image Classification

Yiqun Shang, Xinqi Zheng, Jiayang Li et al. · Remote Sensing · 2022 · 38 citations · Full text

Computing, Computer Science, Machine Learning +16

Spatio-temporal evolution characteristics analysis and optimization prediction of urban green infrastructure: a case study of Beijing, China

Yin Ma, Xinqi Zheng, Menglan Liu et al. · Scientific Reports · 2022 · 23 citations · Full text

Social Sciences, Infrastructure Planning, Urban Planning +17