Aitazaz Ahsan Farooque

39 papers Journal 39

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A reliable deep ensemble hybrid model for urban air quality health index forecasting in maritime Canada. Environ. Model. Softw. Mehdi Jamei, Gurjit S. Randhawa, Mumtaz Ali, Masoud Karbasi, Ismail Olumegbon, Saad Javed Cheema, Travis J. Esau, Qamar Uz Zaman, Aitazaz Ahsan Farooque
2026	J	`jnl`	A robust artificial intelligence informed over complete rational dilation wavelet transform technique coupled with deep learning for long-term rainfall prediction. Eng. Appl. Artif. Intell. Mohammed Diykh, Mumtaz Ali, Aitazaz Ahsan Farooque, Anwar Ali Aldhafeeri, Mehdi Jamei, Abdulhaleem H. Labban
2026	J	`jnl`	Advancing sustainable agriculture in Atlantic Canada through HYDRA-SE: A hybrid decision and regression stacked ensemble for yield prediction. Adv. Eng. Informatics Avneet Kaur, Raheleh Malekian, Gurjit S. Randhawa, Aitazaz Ahsan Farooque, Seyyed Ebrahim Hashemi Garmdareh, Bishnu Acharya, Rajandeep Singh, Gurpreet S. Selopal
2026	J	`jnl`	Deep learning driven edge inference for pest detection in potato crops using the AgriScout robot. Comput. Electron. Agric. Yuvraj S. Gill, Hassan Afzaal, Charanpreet Singh, Gurjit S. Randhawa, Kritikiran Angrish, Navpreet Jaura, Zarnab Qamar, Aitazaz Ahsan Farooque
2026	J	`jnl`	Drone-based RGB to thermal image translation: a novel approach for non-destructive crop monitoring. Expert Syst. Appl. Mohammed Diykh, Mumtaz Ali, Aitazaz Ahsan Farooque, Salem Al-Naemi, Raheleh Malekian, Hassan Afzaal, Gurjit S. Randhawa, Paul Sheridan, Travis J. Esau
2026	J	`jnl`	Potato crop disease prediction in Prince Edward Island using machine learning: A decision support approach for farmers. Ecol. Informatics Avneet Kaur, Gurjit S. Randhawa, Aitazaz Ahsan Farooque, Mumtaz Ali, Harmanpreet Singh, Ryan Barrett, Qamar Uz Zaman, Rajandeep Singh
2025	J	`jnl`	A Fisher's exact test justification of the TF-IDF term-weighting scheme. CoRR Paul Sheridan, Zeyad Ahmed, Aitazaz Ahsan Farooque
2025	J	`jnl`	Advancing long-term precipitation pattern forecasting in Atlantic Canada using successive variational mode decomposition, recursive LSTM, and graph-based feature selection. Ecol. Informatics Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Aitazaz Ahsan Farooque, Saad Javed Cheema, Gurjit S. Randhawa, Syed Zubair Habib Gilani, Zaher Mundher Yaseen
2025	J	`jnl`	AgriScout: AI-powered robot for precise detection of PVY-infected potato plants. Comput. Electron. Agric. Charanpreet Singh, Gurjit S. Randhawa, Aitazaz Ahsan Farooque, Yuvraj S. Gill, Andrew Fraser, Lokesh Kumar K. M., Ryan Barrett, Khalil Al-Mughrabi
2025	J	`jnl`	An efficient mathematical-based optimization method to optimize multi-hydropower operating rules. Appl. Soft Comput. Shuguang Li, Iman Ahmadianfar, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen
2025	J	`jnl`	Assessment of pan coefficient performance: A comparative study of empirical and model-driven approaches using a hill-climbing-based alternating model tree and MOORA. Ecol. Informatics Saad Javed Cheema, Aitazaz Ahsan Farooque, Mehdi Jamei, Khabat Khosravi, Farhat Abbas, Suqi Liu, Travis J. Esau, Kuljeet Singh Grewal
2025	J	`jnl`	Enhancing Pan evaporation predictions: Accuracy and uncertainty in hybrid machine learning models. Ecol. Informatics Khabat Khosravi, Aitazaz Ahsan Farooque, Amir Naghibi, Salim Heddam, Ahmad Sharafati, Javad Hatamiafkoueieh, Soroush Abolfathi
2025	J	`jnl`	Improving daily reference evapotranspiration forecasts: Designing AI-enabled recurrent neural networks based long short-term memory. Ecol. Informatics Mumtaz Ali, Jesu Vedha Nayahi, Erfan Abdi, Mohammad Ali Ghorbani, Farzan Mohajeri, Aitazaz Ahsan Farooque, Salman Alamery
2025	J	`jnl`	Meticulous estimation of maize actual evapotranspiration: A comprehensive explainable CatBoost algorithm reinforced with Jackknife uncertainty paradigm. Comput. Electron. Agric. Mina Rahimi, Masoud Karbasi, Mehdi Jamei, Vahid Rezaverdinejad, Anurag Malik, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen
2025	J	`jnl`	Optimizing potato yield mapping and prediction: Integrating satellite-based remote sensing and machine learning for sustainable agriculture. Comput. Electron. Agric. Fatima Imtiaz, Aitazaz Ahsan Farooque, Gurjit S. Randhawa, Xiuquan Wang, Travis J. Esau, Seyyed Ebrahim Hashemi Garmdareh, Bishnu Acharya
2025	J	`jnl`	Remote sensing-based spatiotemporal dynamics of agricultural drought on Prince Edward Island using Google Earth engine. Ecol. Informatics Fatima Imtiaz, Aitazaz Ahsan Farooque, Gurjit S. Randhawa, Seyyed Ebrahim Hashemi Garmdareh, Xiuquan Wang, Travis J. Esau, Bishnu Acharya, Rehan Sadiq
2025	J	`jnl`	eXplainable expert systems for potato tuber yield prediction in the Maritime provinces of Canada. Comput. Electron. Agric. Mehdi Jamei, Aitazaz Ahsan Farooque, Mumtaz Ali, Masoud Karbasi, Hassan Afzaal, Saad Javed Cheema, Qamar Uz Zaman, Kok Sin Woon, Paul Sheridan
2024	J	`jnl`	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. Mehdi Jamei, Mumtaz Ali, Hassan Afzaal, Masoud Karbasi, Anurag Malik, Aitazaz Ahsan Farooque, Zeeshan Haydar, Qamar Uz Zaman
2024	J	`jnl`	Artificial Intelligence Driven Smart Farming for Accurate Detection of Potato Diseases: A Systematic Review. IEEE Access Avneet Kaur, Gurjit S. Randhawa, Farhat Abbas, Mumtaz Ali, Travis J. Esau, Aitazaz Ahsan Farooque, Rajandeep Singh
2024	J	`jnl`	Empirical curvelet transform based deep DenseNet model to predict NDVI using RGB drone imagery data. Comput. Electron. Agric. Mohammed Diykh, Mumtaz Ali, Mehdi Jamei, Shahab A. Abdulla, Md Palash Uddin, Aitazaz Ahsan Farooque, Abdulhaleem H. Labban, Hussein Alabdally
2024	J	`jnl`	Exploiting 2D Neural Network Frameworks for 3D Segmentation Through Depth Map Analytics of Harvested Wild Blueberries (Vaccinium angustifolium Ait.). J. Imaging Connor C. Mullins, Travis J. Esau, Qamar Uz Zaman, Ahmad A. Al-Mallahi, Aitazaz Ahsan Farooque
2024	J	`jnl`	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. Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Bakhtiar Karimi, Neshat Jahannemaei, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen
2024	J	`jnl`	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 Mozhdeh Jamei, Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Aitazaz Ahsan Farooque, Anurag Malik, Saad Javed Cheema, Travis J. Esau, Zaher Mundher Yaseen
2024	J	`jnl`	Recent Advances in Dielectric Properties-Based Soil Water Content Measurements. Remote. Sens. Mukhtar Iderawumi Abdulraheem, Hongjun Chen, Linze Li, Abiodun Yusuff Moshood, Wei Zhang, Yani Xiong, Yanyan Zhang, Lateef Bamidele Taiwo, Aitazaz Ahsan Farooque, Jiandong Hu
2024	J	`jnl`	Robust drought forecasting in Eastern Canada: Leveraging EMD-TVF and ensemble deep RVFL for SPEI index forecasting. Expert Syst. Appl. Masoud Karbasi, Mumtaz Ali, Aitazaz Ahsan Farooque, Mehdi Jamei, Khabat Khosravi, Saad Javed Cheema, Zaher Mundher Yaseen
2023	J	`jnl`	Design data decomposition-based reference evapotranspiration forecasting model: A soft feature filter based deep learning driven approach. Eng. Appl. Artif. Intell. Zihao Johnson Zheng, Mumtaz Ali, Mehdi Jamei, Yong Xiang, Masoud Karbasi, Zaher Mundher Yaseen, Aitazaz Ahsan Farooque
2023	J	`jnl`	Designing pentapartitioned neutrosophic cubic set aggregation operator-based air pollution decision-making model. Complex Intell. Syst. Yi-Ming Li, Majid Khan, Adnan Khurshid, Muhammad Gulistan, Ateeq Ur Rehman, Mumtaz Ali, Shahab A. Abdulla, Aitazaz Ahsan Farooque
2022	J	`jnl`	Comparison of Land Use Land Cover Classifiers Using Different Satellite Imagery and Machine Learning Techniques. Remote. Sens. Sana Basheer, Xiuquan Wang, Aitazaz Ahsan Farooque, Rana Ali Nawaz, Kai Liu, Toyin Adekanmbi, Suqi Liu
2022	J	`jnl`	Integration of Multiple Models with Hybrid Artificial Neural Network-Genetic Algorithm for Soil Cation-Exchange Capacity Prediction. Complex. Mahmood Shahabi, Mohammad Ali Ghorbani, Sujay Raghavendra Naganna, Sungwon Kim, Sinan Jasim Hadi, Samed Inyurt, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen
2022	J	`jnl`	Limiting the Collection of Ground Truth Data for Land Use and Land Cover Maps with Machine Learning Algorithms. ISPRS Int. J. Geo Inf. Usman Ali, Travis J. Esau, Aitazaz Ahsan Farooque, Qamar Uz Zaman, Farhat Abbas, Mathieu F. Bilodeau
2021	J	`jnl`	Application of deep learning to detect Lamb's quarters ( Comput. Electron. Agric. Nazar Hussain, Aitazaz Ahsan Farooque, Arnold W. Schumann, Farhat Abbas, Bishnu Acharya, Andrew McKenzie-Gopsill, Ryan Barrett, Hassan Afzaal, Qamar Uz Zaman, Muhammad Jehanzeb Masud Cheema
2021	J	`jnl`	Detection of a Potato Disease (Early Blight) Using Artificial Intelligence. Remote. Sens. Hassan Afzaal, Aitazaz Ahsan Farooque, Arnold W. Schumann, Nazar Hussain, Andrew McKenzie-Gopsill, Travis J. Esau, Farhat Abbas, Bishnu Acharya
2021	J	`jnl`	Estimation of Agricultural Dykelands Cultivated in Nova Scotia Using Land Property Boundaries and Crop Inventory. ISPRS Int. J. Geo Inf. Mathieu F. Bilodeau, Travis J. Esau, Aitazaz Ahsan Farooque, Qamar Uz Zaman, Brandon Heung
2021	J	`jnl`	Estimation of Soil Surface Roughness Using Stereo Vision Approach. Sensors Afshin Azizi, Yousef Abbaspour-Gilandeh, Tarahom Mesri-Gundoshmian, Aitazaz Ahsan Farooque, Hassan Afzaal
2021	J	`jnl`	Hair Fescue and Sheep Sorrel Identification Using Deep Learning in Wild Blueberry Production. Remote. Sens. Patrick Hennessy, Travis J. Esau, Aitazaz Ahsan Farooque, Arnold W. Schumann, Qamar Uz Zaman, Kenneth W. Corscadden
2021	J	`jnl`	Proposition of New Ensemble Data-Intelligence Models for Surface Water Quality Prediction. IEEE Access Ali Omran Al-Sulttani, Mustafa Al-Mukhtar, Ali B. Roomi, Aitazaz Ahsan Farooque, Khaled Mohamed Khedher, Zaher Mundher Yaseen
2021	J	`jnl`	Total Dissolved Salt Prediction Using Neurocomputing Models: Case Study of Gypsum Soil Within Iraq Region. IEEE Access 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
2020	J	`jnl`	Design and Development of a Smart Variable Rate Sprayer Using Deep Learning. Remote. Sens. Nazar Hussain, Aitazaz Ahsan Farooque, Arnold W. Schumann, Andrew McKenzie-Gopsill, Travis J. Esau, Farhat Abbas, Bishnu Acharya, Qamar Uz Zaman
2020	J	`jnl`	Estimation of water table depth using DUALEM-2 system. Comput. Electron. Agric. Aitazaz Ahsan Farooque, Fahad S. Khan, Qamar Uz Zaman, T. J. Easu, Arnold W. Schumann