Non-Linear Input Variable Selection Approach Integrated With Non-Tuned Data Intelligence Model for Streamflow Pattern Simulation. - Sinan Jasim Hadi; Sani Isah Abba; Saad Sh. Sammen; Sinan Q. Salih; Nadhir Al-Ansari; Zaher Mundher Yaseen (IEEE Access, 2019)

Hybrid Machine Learning Ensemble Techniques for Modeling Dissolved Oxygen Concentration. - Sani Isah Abba; Nguyen Thi Thuy Linh; Jazuli Abdullahi; Shaban Ismael Albrka Ali; Quoc Bao Pham; Rabiu Aliyu Abdulkadir; Romulus Costache; Van Thai Nam; Duong Tran Anh (IEEE Access, 2020)

Flash-Flood Susceptibility Assessment Using Multi-Criteria Decision Making and Machine Learning Supported by Remote Sensing and GIS Techniques. - Romulus Costache; Quoc Bao Pham; Ehsan Sharifi; Nguyen Thi Thuy Linh; Sani Isah Abba; Matej Vojtek; Jana Vojteková; Pham Thi Thao Nhi; Dao Nguyen Khoi (Remote. Sens., 2020)

A comparative study between dynamic and soft computing models for sediment forecasting. - Sarita Gajbhiye Meshram; Hamid Reza Pourghasemi; Sani Isah Abba; Ehsan Alvandi; Chandrashekhar Meshram; Khaled Mohamed Khedher (Soft Comput., 2021)

Integrating feature extraction approaches with hybrid emotional neural networks for water quality index modeling. - Sani Isah Abba; Rabiu Aliyu Abdulkadir; Saad Sh. Sammen; Quoc Bao Pham; Abdulmalik Ahmad Lawan; Parvaneh Esmaili; Anurag Malik; Nadhir Al-Ansari (Appl. Soft Comput., 2022)

New generation neurocomputing learning coupled with a hybrid neuro-fuzzy model for quantifying water quality index variable: A case study from Saudi Arabia. - Mohammad Saood Manzar; Mohammed Benaafi; Romulus Costache; Omar Alagha; Nuhu Dalhat Mu'azu; Mukarram Zubair; Jazuli Abdullahi; Sani Isah Abba (Ecol. Informatics, 2022)

Groundwater level prediction using machine learning models: A comprehensive review. - Hai Tao; Mohammed Majeed Hameed; Haydar Abdulameer Marhoon; Mohammad Zounemat-Kermani; Salim Heddam; Sungwon Kim; Sadeq Oleiwi Sulaiman; Mou Leong Tan; Zulfaqar Sa'adi; Ali Danandeh Mehr; Mohammed Falah Allawi; Sani Isah Abba; et al. (Neurocomputing, 2022)

Inverse groundwater salinization modeling in a sandstone's aquifer using stand-alone models with an improved non-linear ensemble machine learning technique. - Sani Isah Abba; Mohammed Benaafi; Abdullahi Garba Usman; Isam H. Aljundi (J. King Saud Univ. Comput. Inf. Sci., 2022)

Computational Machine Learning Approach for Flood Susceptibility Assessment Integrated with Remote Sensing and GIS Techniques from Jeddah, Saudi Arabia. - Ahmed M. Al-Areeq; Sani Isah Abba; Mohamed A. Yassin; Mohammed Benaafi; Mustafa Ghaleb; Isam H. Aljundi (Remote. Sens., 2022)

Earth skin temperature long-term prediction using novel extended Kalman filter integrated with Artificial Intelligence models and information gain feature selection. - Mehdi Jamei; Masoud Karbasi; Omer A. Alawi; Haslinda Mohamed Kamar; Khaled Mohamed Khedher; Sani Isah Abba; Zaher Mundher Yaseen (Sustain. Comput. Informatics Syst., 2022)

Log-Kumaraswamy distribution: its features and applications. - Aliyu Ismail Ishaq; Ahmad Abubakar Suleiman; Hanita Daud; Narinderjit Singh Sawaran Singh; Mahmod Othman; Rajalingam Sokkalingam; Pitchaya Wiratchotisatian; Abdullahi Garba Usman; Sani Isah Abba (Frontiers Appl. Math. Stat., 2023)

Digital elevation model for flood hazards analysis in complex terrain: Case study from Jeddah, Saudi Arabia. - Ahmed M. Al-Areeq; Hatim O. Sharif; Sani Isah Abba; Shakhawat Chowdhury; Mohammed Al-Suwaiyan; Mohammed Benaafi; Mohamed A. Yassin; Isam H. Aljundi (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Transfer learning for streamflow forecasting using unguaged MOPEX basins data set. - Abdullahi Uwaisu Muhammad; Sani Isah Abba (Earth Sci. Informatics, 2023)

EviewsR: An R Package for Dynamic and Reproducible Research Using EViews, R, R Markdown and Quarto. - Sagiru Mati; Irfan Civcir; Sani Isah Abba (R J., 2023)

An intelligent hybridized computing technique for the prediction of roadway traffic noise in urban environment. - Ibrahim Khalil Umar; Vahid Nourani; Hüseyin Gökçekus; Sani Isah Abba (Soft Comput., 2023)

Demystifying Knitr Package: Essential Recipes and Easy Steps for Adding Knit-Engines in R. - Sagiru Mati; Irfan Civcir; Salim Jibrin Danbatta; Asaf Varol; Ahad Nasab; Ahmad Muhammad; Sani Isah Abba (ISDFS, 2024)

Optimized Ensemble Methods for Classifying Imbalanced Water Quality Index Data. - Zaharaddeen Karami Lawal; Ali Aldrees; Hayati Yassin; Salisu Dan'azumi; Sujay Raghavendra Naganna; Sani Isah Abba; Saad Sh. Sammen (IEEE Access, 2024)

New formulation for predicting total dissolved gas supersaturation in dam reservoir: application of hybrid artificial intelligence models based on multiple signal decomposition. - Salim Heddam; Ahmed M. Al-Areeq; Mou Leong Tan; Iman Ahmadianfar; Bijay Halder; Vahdettin Demir; Huseyin Cagan Kilinc; Sani Isah Abba; Atheer Y. Oudah; Zaher Mundher Yaseen (Artif. Intell. Rev., 2024)

Development of optimized machine learning models for predicting flat plate solar collectors thermal efficiency associated with Al2O3-water nanofluids. - Omer A. Alawi; Haslinda Mohamed Kamar; Sinan Q. Salih; Sani Isah Abba; Waqar Ahmed; Raad Z. Homod; Mehdi Jamei; Shafik S. Shafik; Zaher Mundher Yaseen (Eng. Appl. Artif. Intell., 2024)

Predicting Consumer Price Index amidst uncertainty: Gaussian Random Fuzzy Number-based Evidential Neural Network for West African economies with COVID-19 and Russia-Ukraine war dynamics. - Sagiru Mati; Goran Yousif Ismael; Abdullahi Ahmed Mohammed; Mustapha Hussaini; Abdullahi Garba Usman; Nazifi Aliyu; Raad Abdelhalim Ibrahim Alsakarneh; Sani Isah Abba (Eng. Appl. Artif. Intell., 2024)

Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions. - Hai Tao; Sani Isah Abba; Ahmed M. Al-Areeq; Fredolin Tangang; Sandeep Samantaray; Abinash Sahoo; Hugo Valadares Siqueira; Saman Maroufpoor; Vahdettin Demir; Neeraj Dhanraj Bokde; Leonardo Goliatt; Mehdi Jamei; et al. (Eng. Appl. Artif. Intell., 2024)

Flood subsidence susceptibility mapping using persistent scatterer SAR interferometry technique coupled with novel metaheuristic approaches from Jeddah, Saudi Arabia. - Sani Isah Abba; Ahmed M. Al-Areeq; Mustafa Ghaleb; Atef Q. Kawara; Seyed Vahid Razavi Termeh (Neural Comput. Appl., 2024)

Optimizing sustainable desalination plants with advanced ML-based uncertainty analysis. - Sani Isah Abba; Jamilu Usman; Abdullah Bafaqeer; Babatunde A. Salami; Zaharaddeen Karami Lawal; Abdulmajid Lawal; Abdullahi Garba Usman; Isam H. Aljundi (Appl. Soft Comput., 2025)

Groundwater modelling and GIS-based vulnerability mapping coupled with evolutionary metaheuristic optimization in the eastern coast of Saudi Arabia. - Sani Isah Abba; Mohammed Benaafi; Abdullahi Garba Usman; Dilber Uzun Ozsahin; Bassam Tawabini; Isam H. Aljundi (Earth Sci. Informatics, 2025)

Gaussian random fuzzy and nature-inspired neural networks: a novel approach to Brent oil price prediction. - Sagiru Mati; Goran Yousif Ismael; Abduallahi Garba Usman; Ahmed Samour; Nazifi Aliyu; Raad Abdelhalim Ibrahim Alsakarneh; Sani Isah Abba (Neural Comput. Appl., 2025)