Machine learning models with innovative outlier detection techniques for predicting heavy metal contamination in soils

Hybrid robust convolutional autoencoder for unsupervised anomaly detection of machine tools under noises

Shen Yan, Haidong Shao, Yiming Xiao et al. · Robotics and Computer-Integrated Manufacturing · 2022 · 190 citations · Full text

Computing, Computer Engineering, Computer Science +13

Data to intelligence: The role of data-driven models in wastewater treatment

Majid Bahramian, Recep Kaan Dereli, Wanqing Zhao et al. · Expert Systems with Applications · 2022 · 160 citations · Full text

Engineering, Environmental Engineering, Environmental Sciences +14

Accurate Prediction of Soil Heavy Metal Pollution Using an Improved Machine Learning Method: A Case Study in the Pearl River Delta, China

Wenhao Zhao, Jin Ma, Qiyuan Liu et al. · Environmental Science & Technology · 2023 · 152 citations

Computing, Earth Sciences, Geoinformatics +17

Integrated pollution analysis, pollution area identification and source apportionment of heavy metal contamination in agricultural soil

Fang Xia, Zefang Zhao, Xiang Niu et al. · Journal of Hazardous Materials · 2023 · 145 citations

Natural Sciences, Environmental Sciences, Soil Sciences +17

Modeling phytoremediation of heavy metal contaminated soils through machine learning

Liang Shi, Jie Li, Kumuduni Niroshika Palansooriya et al. · Journal of Hazardous Materials · 2022 · 139 citations

Natural Sciences, Environmental Sciences, Soil Sciences +14