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ORCIDAitazaz Ahsan Farooque
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Journal Articles
- 2025
[j20]Khabat Khosravi, Aitazaz Ahsan Farooque, Amir Naghibi, Salim Heddam, Ahmad Sharafati, Javad Hatamiafkoueieh, Soroush Abolfathi:
Enhancing Pan evaporation predictions: Accuracy and uncertainty in hybrid machine learning models. Ecol. Informatics 85: 102933 (2025)- [j19]Mumtaz Ali, Jesu Vedha Nayahi, Erfan Abdi, Mohammad Ali Ghorbani, Farzan Mohajeri, Aitazaz Ahsan Farooque, Salman Alamery:
Improving daily reference evapotranspiration forecasts: Designing AI-enabled recurrent neural networks based long short-term memory. Ecol. Informatics 85: 102995 (2025) - 2024
- [j18]Avneet Kaur
, Gurjit S. Randhawa, Farhat Abbas, Mumtaz Ali, Travis J. Esau, Aitazaz Ahsan Farooque, Rajandeep Singh:
Artificial Intelligence Driven Smart Farming for Accurate Detection of Potato Diseases: A Systematic Review. IEEE Access 12: 193902-193922 (2024) - [j17]Mehdi Jamei, Mumtaz Ali, Hassan Afzaal, Masoud Karbasi, Anurag Malik, Aitazaz Ahsan Farooque, Zeeshan Haydar, Qamar U. Zaman:
Accurate monitoring of micronutrients in tilled potato soils of eastern Canada: Application of an eXplainable inspired-adaptive boosting framework coupled with SelectKbest. Comput. Electron. Agric. 216: 108479 (2024) - [j16]Mohammed Diykh, Mumtaz Ali, Mehdi Jamei, Shahab A. Abdulla, Md. Palash Uddin, Aitazaz Ahsan Farooque, Abdulhaleem H. Labban, Hussein Alabdally:
Empirical curvelet transform based deep DenseNet model to predict NDVI using RGB drone imagery data. Comput. Electron. Agric. 221: 108964 (2024) - [j15]Mozhdeh Jamei, Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Aitazaz Ahsan Farooque, Anurag Malik, Saad Javed Cheema, Travis J. Esau, Zaher Mundher Yaseen:
Quantitative improvement of streamflow forecasting accuracy in the Atlantic zones of Canada based on hydro-meteorological signals: A multi-level advanced intelligent expert framework. Ecol. Informatics 80: 102455 (2024) - [j14]Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Bakhtiar Karimi, Neshat Jahannemaei, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen:
Monthly sodium adsorption ratio forecasting in rivers using a dual interpretable glass-box complementary intelligent system: Hybridization of ensemble TVF-EMD-VMD, Boruta-SHAP, and eXplainable GPR. Expert Syst. Appl. 237(Part B): 121512 (2024) - [j13]Masoud Karbasi, Mumtaz Ali, Aitazaz Ahsan Farooque, Mehdi Jamei, Khabat Khosravi, Saad Javed Cheema, Zaher Mundher Yaseen:
Robust drought forecasting in Eastern Canada: Leveraging EMD-TVF and ensemble deep RVFL for SPEI index forecasting. Expert Syst. Appl. 256: 124900 (2024) - 2023
- [j12]Zihao Johnson Zheng, Mumtaz Ali, Mehdi Jamei, Yong Xiang, Masoud Karbasi, Zaher Mundher Yaseen, Aitazaz Ahsan Farooque:
Design data decomposition-based reference evapotranspiration forecasting model: A soft feature filter based deep learning driven approach. Eng. Appl. Artif. Intell. 121: 105984 (2023) - 2022
- [j11]Mahmood Shahabi, Mohammad Ali Ghorbani, Sujay Raghavendra Naganna, Sungwon Kim, Sinan Jasim Hadi, Samed Inyurt, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen:
Integration of Multiple Models with Hybrid Artificial Neural Network-Genetic Algorithm for Soil Cation-Exchange Capacity Prediction. Complex. 2022: 3123475:1-3123475:15 (2022) - [j10]Usman Ali, Travis J. Esau, Aitazaz Ahsan Farooque, Qamar U. Zaman, Farhat Abbas, Mathieu F. Bilodeau:
Limiting the Collection of Ground Truth Data for Land Use and Land Cover Maps with Machine Learning Algorithms. ISPRS Int. J. Geo Inf. 11(6): 333 (2022) - 2021
- [j9]Neeraj Dhanraj Bokde, Zainab Hasan Ali, Maysam Th. Al-Hadidi, Aitazaz Ahsan Farooque, Mehdi Jamei, Ali Abdulridha Al Maliki, Beste Hamiye Beyaztas, Hossam Faris, Zaher Mundher Yaseen:
Total Dissolved Salt Prediction Using Neurocomputing Models: Case Study of Gypsum Soil Within Iraq Region. IEEE Access 9: 53617-53635 (2021) - [j8]Ali Omran Al-Sulttani, Mustafa Al-Mukhtar, Ali B. Roomi, Aitazaz Ahsan Farooque, Khaled Mohamed Khedher, Zaher Mundher Yaseen:
Proposition of New Ensemble Data-Intelligence Models for Surface Water Quality Prediction. IEEE Access 9: 108527-108541 (2021) - [j7]Nazar Hussain, Aitazaz Ahsan Farooque, Arnold W. Schumann, Farhat Abbas, Bishnu Acharya, Andrew McKenzie-Gopsill, Ryan Barrett, Hassan Afzaal, Qamar U. Zaman, Muhammad Jehanzeb Masud Cheema:
Application of deep learning to detect Lamb's quarters (Chenopodium album L.) in potato fields of Atlantic Canada. Comput. Electron. Agric. 182: 106040 (2021) - [j6]Mathieu F. Bilodeau, Travis J. Esau, Aitazaz Ahsan Farooque, Qamar U. Zaman, Brandon Heung:
Estimation of Agricultural Dykelands Cultivated in Nova Scotia Using Land Property Boundaries and Crop Inventory. ISPRS Int. J. Geo Inf. 10(12): 801 (2021) - [j5]Hassan Afzaal, Aitazaz Ahsan Farooque, Arnold W. Schumann, Nazar Hussain, Andrew McKenzie-Gopsill, Travis J. Esau, Farhat Abbas, Bishnu Acharya:
Detection of a Potato Disease (Early Blight) Using Artificial Intelligence. Remote. Sens. 13(3): 411 (2021) - [j4]Patrick Hennessy, Travis J. Esau, Aitazaz Ahsan Farooque, Arnold W. Schumann, Qamar U. Zaman, Kenneth W. Corscadden:
Hair Fescue and Sheep Sorrel Identification Using Deep Learning in Wild Blueberry Production. Remote. Sens. 13(5): 943 (2021) - [j3]Afshin Azizi, Yousef Abbaspour-Gilandeh, Tarahom Mesri-Gundoshmian, Aitazaz Ahsan Farooque, Hassan Afzaal:
Estimation of Soil Surface Roughness Using Stereo Vision Approach. Sensors 21(13): 4386 (2021) - 2020
- [j2]Aitazaz Ahsan Farooque, Fahad S. Khan, Qamar U. Zaman, T. J. Easu, Arnold W. Schumann:
Estimation of water table depth using DUALEM-2 system. Comput. Electron. Agric. 169: 105227 (2020) - [j1]Nazar Hussain, Aitazaz Ahsan Farooque, Arnold W. Schumann, Andrew McKenzie-Gopsill, Travis J. Esau, Farhat Abbas, Bishnu Acharya, Qamar U. Zaman:
Design and Development of a Smart Variable Rate Sprayer Using Deep Learning. Remote. Sens. 12(24): 4091 (2020)
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