Dan Guo

Data-Driven Evolutionary Optimization: An Overview and Case Studies

Yaochu Jin, Handing Wang, Tinkle Chugh et al. · IEEE Transactions on Evolutionary Computation · 2018 · 656 citations · Full text

Computing, Data Science, Data Engineering +8

Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems

Dan Guo, Yaochu Jin, Jinliang Ding et al. · IEEE Transactions on Cybernetics · 2018 · 247 citations

Computing, Computational Engineering, Machine Learning +16

Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective Expensive Problems Assisted by a Dropout Neural Network

Dan Guo, Xilu Wang, Kailai Gao et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2021 · 186 citations

Computing, Computer Science, Artificial Intelligence +16

Machine Learning for Evaluating the Cytotoxicity of Mixtures of Nano-TiO2 and Heavy Metals: QSAR Model Apply Random Forest Algorithm after Clustering Analysis

Leqi Sang, Yun-Lin Wang, Cheng Zong et al. · Molecules · 2022 · 18 citations · Full text

Pharmacy, Materials Science, Toxicology +15