日期 影响因子
日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:
–

Towards intelligent air quality forecasting using integrated machine learning framework with variational mode decomposition and catboost feature selection

基于集成机器学习框架、变分模态分解和CatBoost特征选择的智能空气质量预测

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-025-33785-y
Ahmadianfar, Iman; Yaseen, Zaher Mundher; Marhoon, Haydar Abdulameer; Halder, Bijay; Tan, Mou Leong; Kilinc, Huseyin Cagan; Abba, Sani I; Heddam, Salim; Goliatt, Leonardo; Demir, Vahdettin; Al-Areeq, Ahmed M
发表日期：2026
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Kernel principal component analysis-based water quality index modelling for coastal aquifers in Saudi Arabia

基于核主成分分析的沙特阿拉伯沿海含水层水质指数建模

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-025-18980-1
Aldrees, Ali; Jibrin, Abdulhayat M; Dan'azumi, Salisu; Al-Suwaiyan, Mohammad; Abba, Sani I; Yaseen, Zaher Mundher
发表日期：2025
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Flood-prone area mapping using a synergistic approach with swarm intelligence and gradient boosting algorithms

利用群体智能和梯度提升算法的协同方法进行洪水易发区测绘

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-025-12022-6
Razavi-Termeh, Seyed Vahid; Sadeghi-Niaraki, Abolghasem; Abba, Sani I; Hussain, Jamil; Choi, Soo-Mi
发表日期：2025
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Optimized SVR with nature-inspired algorithms for environmental modelling of mycotoxins in food virtual-water samples

基于自然启发式算法的优化支持向量回归模型用于食品虚拟水样本中霉菌毒素的环境建模

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-025-99908-7
Usman, Abdullahi G; Mati, Sagiru; Daud, Hanita; Suleiman, Ahmad Abubakar; Abba, Sani I; Ahmad, Hijaz; Radwan, Taha
发表日期：2025
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Correction: Enhanced desalination with polyamide thin-film membranes using ensemble ML chemometric methods and SHAP analysis

更正：利用集成机器学习化学计量学方法和SHAP分析增强聚酰胺薄膜膜的脱盐性能

期刊:RSC Advances
影响因子:4.6
doi:10.1039/d4ra90141j
Usman, Jamilu; Abba, Sani I; Abdu, Fahad Jibrin; Yogarathinam, Lukka Thuyavan; Usman, Abdullah G; Lawal, Dahiru; Salhi, Billel; Aljundi, Isam H
发表日期：2024
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Enhanced desalination with polyamide thin-film membranes using ensemble ML chemometric methods and SHAP analysis

利用集成机器学习化学计量学方法和SHAP分析增强聚酰胺薄膜膜的脱盐性能

期刊:RSC Advances
影响因子:4.6
doi:10.1039/d4ra06078d
Usman, Jamilu; Abba, Sani I; Abdu, Fahad Jibrin; Yogarathinam, Lukka Thuyavan; Usman, Abdullah G; Lawal, Dahiru; Salhi, Billel; Aljundi, Isam H
发表日期：2024
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Predicting micropollutant removal through nanopore-sized membranes using several machine-learning approaches based on feature engineering

利用基于特征工程的多种机器学习方法预测纳米孔膜对微污染物的去除效果

期刊:RSC Advances
影响因子:4.6
doi:10.1039/d4ra02475c
Yogarathinam, Lukka Thuyavan; Abba, Sani I; Usman, Jamilu; Lawal, Dahiru U; Aljundi, Isam H
发表日期：2024
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Enhancing Li(+) recovery in brine mining: integrating next-gen emotional AI and explainable ML to predict adsorption energy in crown ether-based hierarchical nanomaterials

提高卤水开采中锂(+)的回收率：整合新一代情感人工智能和可解释机器学习来预测冠醚基分级纳米材料的吸附能

期刊:RSC Advances
影响因子:4.6
doi:10.1039/d4ra02385d
Abba, Sani I; Usman, Jamilu; Abdulazeez, Ismail; Yogarathinam, Lukka Thuyavan; Usman, A G; Lawal, Dahiru; Salhi, Billel; Baig, Nadeem; Aljundi, Isam H
发表日期：2024
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Global big data laboratory experiment, integrated with kernel-based algorithm with an improved nonlinear ensemble for compressive strength modeling

全球大数据实验室实验，结合基于核函数的算法和改进的非线性集成方法，用于抗压强度建模。

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-024-58908-9
Salami, Babatunde Abiodun; Usman, Jamilu; Gbadamosi, Afeez; Malami, Salim Idris; Abba, Sani I
发表日期：2024
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Machine learning predictive insight of water pollution and groundwater quality in the Eastern Province of Saudi Arabia

利用机器学习预测沙特阿拉伯东部省份水污染和地下水质量

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-024-70610-4
Jibrin, Abdulhayat M; Al-Suwaiyan, Mohammad; Aldrees, Ali; Dan'azumi, Salisu; Usman, Jamilu; Abba, Sani I; Yassin, Mohamed A; Scholz, Miklas; Sammen, Saad Sh
发表日期：2024
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