Sani Isah Abba

25 papers Journal 24Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Gaussian random fuzzy and nature-inspired neural networks: a novel approach to Brent oil price prediction.
Neural Comput. Appl.
Sagiru Mati, Goran Yousif Ismael, Abdullahi Garba Usman, Ahmed Samour, Nazifi Aliyu, Raad Abdelhalim Ibrahim Alsakarneh, Sani Isah Abba
2025 J jnl
Groundwater modelling and GIS-based vulnerability mapping coupled with evolutionary metaheuristic optimization in the eastern coast of Saudi Arabia.
Earth Sci. Informatics
Sani Isah Abba, Mohammed Benaafi, Abdullahi Garba Usman, Dilber Uzun Ozsahin, Bassam Tawabini, Isam H. Aljundi
2025 J jnl
Machine learning enhanced prediction of sensible heat storage potential based on thermogravimetric analysis.
Discov. Artif. Intell.
Abubakar D. Maiwada, Abdullahi A. Adamu, Jamilu Usman, Umar Danjuma Maiwada, Suleiman Abdulrahman, Sani Isah Abba
2025 J jnl
Optimizing sustainable desalination plants with advanced ML-based uncertainty analysis.
Appl. Soft Comput.
Sani Isah Abba, Jamilu Usman, Abdullah Bafaqeer, Babatunde A. Salami, Zaharaddeen Karami Lawal, Abdulmajid Lawal, Abdullahi Garba Usman, Isam H. Aljundi
2024 — conf
Demystifying Knitr Package: Essential Recipes and Easy Steps for Adding Knit-Engines in R.
ISDFS
Sagiru Mati, Irfan Civcir, Salim Jibrin Danbatta, Asaf Varol, Ahad Nasab, Ahmad Muhammad, Sani Isah Abba
2024 J jnl
Development of optimized machine learning models for predicting flat plate solar collectors thermal efficiency associated with Al2O3-water nanofluids.
Eng. Appl. Artif. Intell.
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
2024 J jnl
Flood subsidence susceptibility mapping using persistent scatterer SAR interferometry technique coupled with novel metaheuristic approaches from Jeddah, Saudi Arabia.
Neural Comput. Appl.
Sani Isah Abba, Ahmed M. Al-Areeq, Mustafa Ghaleb, Atef Q. Kawara, Seyed Vahid Razavi Termeh
2024 J jnl
Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions.
Eng. Appl. Artif. Intell.
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, Iman Ahmadianfar, Suraj Kumar Bhagat, Bijay Halder, Tianli Guo, Daniel S. Helman, Mumtaz Ali, Sabaa Sattar, Zainab Al-Khafaji, Shamsuddin Shahid, Zaher Mundher Yaseen
2024 J jnl
New formulation for predicting total dissolved gas supersaturation in dam reservoir: application of hybrid artificial intelligence models based on multiple signal decomposition.
Artif. Intell. Rev.
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
2024 J jnl
Optimized Ensemble Methods for Classifying Imbalanced Water Quality Index Data.
IEEE Access
Zaharaddeen Karami Lawal, Ali Aldrees, Hayati Yassin, Salisu Dan'azumi, Sujay Raghavendra Naganna, Sani Isah Abba, Saad Sh. Sammen
2024 J jnl
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.
Eng. Appl. Artif. Intell.
Sagiru Mati, Goran Yousif Ismael, Abdullahi Ahmed Mohammed, Mustapha Hussaini, Abdullahi Garba Usman, Nazifi Aliyu, Raad Abdelhalim Ibrahim Alsakarneh, Sani Isah Abba
2023 J jnl
An intelligent hybridized computing technique for the prediction of roadway traffic noise in urban environment.
Soft Comput.
Ibrahim Khalil Umar, Vahid Nourani, Hüseyin Gökçekus, Sani Isah Abba
2023 J jnl
Digital elevation model for flood hazards analysis in complex terrain: Case study from Jeddah, Saudi Arabia.
Int. J. Appl. Earth Obs. Geoinformation
Ahmed M. Al-Areeq, Hatim O. Sharif, Sani Isah Abba, Shakhawat Chowdhury, Mohammed Al-Suwaiyan, Mohammed Benaafi, Mohamed A. Yassin, Isam H. Aljundi
2023 J jnl
EviewsR: An R Package for Dynamic and Reproducible Research Using EViews, R, R Markdown and Quarto.
R J.
Sagiru Mati, Irfan Civcir, Sani Isah Abba
2023 J jnl
Log-Kumaraswamy distribution: its features and applications.
Frontiers Appl. Math. Stat.
Aliyu Ismail Ishaq, Ahmad Abubakar Suleiman, Hanita Daud, Narinderjit Singh Sawaran Singh, Mahmod Othman, Rajalingam Sokkalingam, Pitchaya Wiratchotisatian, Abdullahi Garba Usman, Sani Isah Abba
2023 J jnl
Transfer learning for streamflow forecasting using unguaged MOPEX basins data set.
Earth Sci. Informatics
Abdullahi Uwaisu Muhammad, Sani Isah Abba
2022 J jnl
Computational Machine Learning Approach for Flood Susceptibility Assessment Integrated with Remote Sensing and GIS Techniques from Jeddah, Saudi Arabia.
Remote. Sens.
Ahmed M. Al-Areeq, Sani Isah Abba, Mohamed A. Yassin, Mohammed Benaafi, Mustafa Ghaleb, Isam H. Aljundi
2022 J jnl
Earth skin temperature long-term prediction using novel extended Kalman filter integrated with Artificial Intelligence models and information gain feature selection.
Sustain. Comput. Informatics Syst.
Mehdi Jamei, Masoud Karbasi, Omer A. Alawi, Haslinda Mohamed Kamar, Khaled Mohamed Khedher, Sani Isah Abba, Zaher Mundher Yaseen
2022 J jnl
Groundwater level prediction using machine learning models: A comprehensive review.
Neurocomputing
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, Jasni Mohamad Zain, Mayadah Waheed Falah, Mehdi Jamei, Neeraj Dhanraj Bokde, Maryam Bayatvarkeshi, Mustafa Al-Mukhtar, Suraj Kumar Bhagat, Tiyasha Tiyasha, Khaled Mohamed Khedher, Nadhir Al-Ansari, Shamsuddin Shahid, Zaher Mundher Yaseen
2022 J jnl
Integrating feature extraction approaches with hybrid emotional neural networks for water quality index modeling.
Appl. Soft Comput.
Sani Isah Abba, Rabiu Aliyu Abdulkadir, Saad Sh. Sammen, Quoc Bao Pham, Abdulmalik Ahmad Lawan, Parvaneh Esmaili, Anurag Malik, Nadhir Al-Ansari
2022 J jnl
Inverse groundwater salinization modeling in a sandstone's aquifer using stand-alone models with an improved non-linear ensemble machine learning technique.
J. King Saud Univ. Comput. Inf. Sci.
Sani Isah Abba, Mohammed Benaafi, Abdullahi Garba Usman, Isam H. Aljundi
2022 J jnl
New generation neurocomputing learning coupled with a hybrid neuro-fuzzy model for quantifying water quality index variable: A case study from Saudi Arabia.
Ecol. Informatics
Mohammad Saood Manzar, Mohammed Benaafi, Romulus Costache, Omar Alagha, Nuhu Dalhat Mu'azu, Mukarram Zubair, Jazuli Abdullahi, Sani Isah Abba
2020 J jnl
Flash-Flood Susceptibility Assessment Using Multi-Criteria Decision Making and Machine Learning Supported by Remote Sensing and GIS Techniques.
Remote. Sens.
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
2020 J jnl
Hybrid Machine Learning Ensemble Techniques for Modeling Dissolved Oxygen Concentration.
IEEE Access
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
2019 J jnl
Non-Linear Input Variable Selection Approach Integrated With Non-Tuned Data Intelligence Model for Streamflow Pattern Simulation.
IEEE Access
Sinan Jasim Hadi, Sani Isah Abba, Saad Sh. Sammen, Sinan Q. Salih, Nadhir Al-Ansari, Zaher Mundher Yaseen