Aitazaz Ahsan Farooque

According to our database, Aitazaz Ahsan Farooque authored at least 29 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Fisher's exact test justification of the TF-IDF term-weighting scheme.

Paul Sheridan, Zeyad Ahmed, Aitazaz Ahsan Farooque

CoRR, July, 2025

Enhancing Pan evaporation predictions: Accuracy and uncertainty in hybrid machine learning models.

Khabat Khosravi, Aitazaz Ahsan Farooque, Amir Naghibi, Salim Heddam, Ahmad Sharafati, Javad Hatamiafkoueieh, Soroush Abolfathi

Ecol. Informatics, 2025

Remote sensing-based spatiotemporal dynamics of agricultural drought on Prince Edward Island using Google Earth engine.

Fatima Imtiaz, Aitazaz Ahsan Farooque, Gurjit S. Randhawa, Seyyed Ebrahim Hashemi Garmdareh, Xiuquan Wang, Travis J. Esau, Bishnu Acharya, Rehan Sadiq

Ecol. Informatics, 2025

Assessment of pan coefficient performance: A comparative study of empirical and model-driven approaches using a hill-climbing-based alternating model tree and MOORA.

Saad Javed Cheema, Aitazaz Ahsan Farooque, Mehdi Jamei, Khabat Khosravi, Farhat Abbas, Suqi Liu, Travis J. Esau, Kuljeet Singh Grewal

Ecol. Informatics, 2025

Improving daily reference evapotranspiration forecasts: Designing AI-enabled recurrent neural networks based long short-term memory.

Mumtaz Ali, Jesu Vedha Nayahi, Erfan Abdi, Mohammad Ali Ghorbani, Farzan Mohajeri, Aitazaz Ahsan Farooque, Salman Alamery

Ecol. Informatics, 2025

Meticulous estimation of maize actual evapotranspiration: A comprehensive explainable CatBoost algorithm reinforced with Jackknife uncertainty paradigm.

Mina Rahimi, Masoud Karbasi, Mehdi Jamei, Vahid Rezaverdinejad, Anurag Malik, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen

Comput. Electron. Agric., 2025

eXplainable expert systems for potato tuber yield prediction in the Maritime provinces of Canada.

Mehdi Jamei, Aitazaz Ahsan Farooque, Mumtaz Ali, Masoud Karbasi, Hassan Afzaal, Saad Javed Cheema, Qamar Uz Zaman, Kok Sin Woon, Paul Sheridan

Comput. Electron. Agric., 2025

Optimizing potato yield mapping and prediction: Integrating satellite-based remote sensing and machine learning for sustainable agriculture.

Fatima Imtiaz, Aitazaz Ahsan Farooque, Gurjit S. Randhawa, Xiuquan Wang, Travis J. Esau, Seyyed Ebrahim Hashemi Garmdareh, Bishnu Acharya

Comput. Electron. Agric., 2025

An efficient mathematical-based optimization method to optimize multi-hydropower operating rules.

Shuguang Li, Iman Ahmadianfar, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen

Appl. Soft Comput., 2025

2024

Recent Advances in Dielectric Properties-Based Soil Water Content Measurements.

Mukhtar Iderawumi Abdulraheem, Hongjun Chen, Linze Li, Abiodun Yusuff Moshood, Wei Zhang, Yani Xiong, Yanyan Zhang, Lateef Bamidele Taiwo, Aitazaz Ahsan Farooque, Jiandong Hu

Remote. Sens., April, 2024

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.

Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Bakhtiar Karimi, Neshat Jahannemaei, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen

Expert Syst. Appl., March, 2024

Accurate monitoring of micronutrients in tilled potato soils of eastern Canada: Application of an eXplainable inspired-adaptive boosting framework coupled with SelectKbest.

Mehdi Jamei, Mumtaz Ali, Hassan Afzaal, Masoud Karbasi, Anurag Malik, Aitazaz Ahsan Farooque, Zeeshan Haydar, Qamar U. Zaman

Comput. Electron. Agric., January, 2024

Robust drought forecasting in Eastern Canada: Leveraging EMD-TVF and ensemble deep RVFL for SPEI index forecasting.

Masoud Karbasi, Mumtaz Ali, Aitazaz Ahsan Farooque, Mehdi Jamei, Khabat Khosravi, Saad Javed Cheema, Zaher Mundher Yaseen

Expert Syst. Appl., 2024

Quantitative improvement of streamflow forecasting accuracy in the Atlantic zones of Canada based on hydro-meteorological signals: A multi-level advanced intelligent expert framework.

Mozhdeh Jamei, Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Aitazaz Ahsan Farooque, Anurag Malik, Saad Javed Cheema, Travis J. Esau, Zaher Mundher Yaseen

Ecol. Informatics, 2024

Empirical curvelet transform based deep DenseNet model to predict NDVI using RGB drone imagery data.

Mohammed Diykh, Mumtaz Ali, Mehdi Jamei, Shahab A. Abdulla, Md. Palash Uddin, Aitazaz Ahsan Farooque, Abdulhaleem H. Labban, Hussein Alabdally

Comput. Electron. Agric., 2024

Artificial Intelligence Driven Smart Farming for Accurate Detection of Potato Diseases: A Systematic Review.

Avneet Kaur, Gurjit S. Randhawa, Farhat Abbas, Mumtaz Ali, Travis J. Esau, Aitazaz Ahsan Farooque, Rajandeep Singh

IEEE Access, 2024

2023

Design data decomposition-based reference evapotranspiration forecasting model: A soft feature filter based deep learning driven approach.

Zihao Johnson Zheng, Mumtaz Ali, Mehdi Jamei, Yong Xiang, Masoud Karbasi, Zaher Mundher Yaseen, Aitazaz Ahsan Farooque

Eng. Appl. Artif. Intell., May, 2023

2022

Comparison of Land Use Land Cover Classifiers Using Different Satellite Imagery and Machine Learning Techniques.

Sana Basheer, Xiuquan Wang, Aitazaz Ahsan Farooque, Rana Ali Nawaz, Kai Liu, Toyin Adekanmbi, Suqi Liu

Remote. Sens., 2022

Limiting the Collection of Ground Truth Data for Land Use and Land Cover Maps with Machine Learning Algorithms.

Usman Ali, Travis J. Esau, Aitazaz Ahsan Farooque, Qamar U. Zaman, Farhat Abbas, Mathieu F. Bilodeau

ISPRS Int. J. Geo Inf., 2022

Integration of Multiple Models with Hybrid Artificial Neural Network-Genetic Algorithm for Soil Cation-Exchange Capacity Prediction.

Mahmood Shahabi, Mohammad Ali Ghorbani, Sujay Raghavendra Naganna, Sungwon Kim, Sinan Jasim Hadi, Samed Inyurt, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen

Complex., 2022

2021

Estimation of Soil Surface Roughness Using Stereo Vision Approach.

Afshin Azizi, Yousef Abbaspour-Gilandeh, Tarahom Mesri-Gundoshmian, Aitazaz Ahsan Farooque, Hassan Afzaal

Sensors, 2021

Hair Fescue and Sheep Sorrel Identification Using Deep Learning in Wild Blueberry Production.

Patrick Hennessy, Travis J. Esau, Aitazaz Ahsan Farooque, Arnold W. Schumann, Qamar U. Zaman, Kenneth W. Corscadden

Remote. Sens., 2021

Detection of a Potato Disease (Early Blight) Using Artificial Intelligence.

Hassan Afzaal, Aitazaz Ahsan Farooque, Arnold W. Schumann, Nazar Hussain, Andrew McKenzie-Gopsill, Travis J. Esau, Farhat Abbas, Bishnu Acharya

Remote. Sens., 2021

Estimation of Agricultural Dykelands Cultivated in Nova Scotia Using Land Property Boundaries and Crop Inventory.

Mathieu F. Bilodeau, Travis J. Esau, Aitazaz Ahsan Farooque, Qamar U. Zaman, Brandon Heung

ISPRS Int. J. Geo Inf., 2021

Application of deep learning to detect Lamb's quarters (<i>Chenopodium album</i> L.) in potato fields of Atlantic Canada.

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

Comput. Electron. Agric., 2021

Total Dissolved Salt Prediction Using Neurocomputing Models: Case Study of Gypsum Soil Within Iraq Region.

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

IEEE Access, 2021

Proposition of New Ensemble Data-Intelligence Models for Surface Water Quality Prediction.

Ali Omran Al-Sulttani, Mustafa Al-Mukhtar, Ali B. Roomi, Aitazaz Ahsan Farooque, Khaled Mohamed Khedher, Zaher Mundher Yaseen

IEEE Access, 2021

2020

Design and Development of a Smart Variable Rate Sprayer Using Deep Learning.

Nazar Hussain, Aitazaz Ahsan Farooque, Arnold W. Schumann, Andrew McKenzie-Gopsill, Travis J. Esau, Farhat Abbas, Bishnu Acharya, Qamar U. Zaman

Remote. Sens., 2020

Estimation of water table depth using DUALEM-2 system.

Aitazaz Ahsan Farooque, Fahad S. Khan, Qamar U. Zaman, T. J. Easu, Arnold W. Schumann

Comput. Electron. Agric., 2020