بحوث قسم تكنولوجيا المعلومات

تشمل الاهتمامات البحثية لأعضاء هيئة التدريس في قسم إدارة الأعمال ما يلي:

• تحليلات المعلومات متعددة الوسائط

• معالجة الصور الرقمية

• محاكاة مراكز البيانات

• الروبوتات والذكاء الاصطناعي

• تحليلات الأمن السيبراني

• إنترنت الأشياء

• التعلم بمساعدة التكنولوجيا

• خدمات الويب

• البيانات الضخمة

• Siddique, M., Ahmed, T. & Husain, M.S. A Deep Learning-based Approach to Predict the Flood Patterns Using Sentinel-1A Time Series Images. J Indian Soc Remote Sens (2024). https://doi.org/10.1007/s12524-024-02016-8 
• Rafiq, I., Mahmood, A., Ahmed, U. et al. A Novel Approach for Forecasting and Scheduling Building Load through Real-Time Occupant Count Data. Arab J Sci Eng (2024). https://doi.org/10.1007/s13369-024-09296-9 
• Jacintha Menzes. (2024). Analyzing ML/DL Techniques for Detection of Yellow Leaf Curling and Mosaic Virus: A Systematic Literature Review. International Journal of Intelligent Systems and Applications in Engineering, 12(4), 3866 – https://www.ijisae.org/index.php/IJISAE/article/view/6946 
• Menezes, J., Hemachandra, N. & Isidro, K. Role of big data analytics and hyperspectral imaging in waste management for circular economy. Discov Sustain 5, 298 (2024). https://doi.org/10.1007/s43621-024-00483-0 
• Siddique, M., & Ahmed, T. (2024). CCD-Conv1D: A Deep Learning based Coherent Change Detection Technique to Monitor and Forecast Floods using Sentinel-1 Images. Remote Sensing Applications: Society and Environment, 101440. https://doi.org/10.1016/j.rsase.2024.101440 
• Shannaq B, Muniyanayaka DK, Ali O, et al. (2024). Exploring the role of machine learning models in risk assessment models for developed organizations’ management decision policies. Journal of Infrastructure, Policy and Development. 8(13): 9364. https://doi.org/10.24294/jipd9364 
• Shakir M, Shannaq B, Ali O, BaniIsmail B. (2024). Enhancing secure access through time-stamped password analysis: Implications for infrastructure and policy development. Journal of Infrastructure, Policy and Development. 8(15): 9441. https://doi.org/10.24294/jipd9441 
• https://doi.org/10.1016/j.egyr.2025.01.058 
• Ahmed, U., Mahmood, A., Khan, A. R., Kuhlmann, L., Alimgeer, K. S., Razzaq, S., Aziz, I. and Hammad, A. (2025) Parallel boosting neural network with mutual information for day-ahead solar irradiance forecasting. Scientific Reports, (Accepted for Publication)
• Farhan, Y. H., Shannaq, B., Al Maqbali, S. A. I. D., Ali, O., Bani-Ismail, B. A. S. E. L., Abd, M. T., & Shakir, M. (2025). Utilizing Word Embedding’S For Automated Query Expansion In Arabic Information Retrieval: A Blended Methodology. Journal Of Theoretical And Applied Information Technology, 103(2).  https://Www.Jatit.Org/Volumes/Vol103No2/33Vol103No2.Pdf 
• Husain, M.S., Faisal, M., Sadia, H., Ahmed, T., Shukla, S., & Kaleem, A. (Eds.). (2025). Cyberology: An Optimized Approach to the Cyber-World (1st ed.). Chapman and Hall/CRC. https://doi.org/10.1201/9781003409571 
• Afaq, S.A., Dwivedi, S., Faisal, M., Jana, S., Habiba, U., Siddique, M. (2025). Enhancing Fuzzy Multi Criteria Decision Making Technique in Engineering Design Problem. In: Jana, S., Basu Mallik, B., Sarkar, A., Jana, C. (eds) Applications of Fuzzy Logic in Decision Making and Management Science. Information Systems Engineering and Management, vol 29. Springer, Cham. https://doi.org/10.1007/978-3-031-77719-6_24 
• Afaq, S. A., Faisal, M., Siddique, M., & Uzma, S. (2026). Soft computing: An introduction to intelligent problem-solving techniques. In Smart Heat Transfer and Thermal Management (pp. 161-189). Woodhead Publishing. https://doi.org/10.1016/B978-0-443-33881-6.00016-2 
• Menezes, J. (2025). Artificial Intelligence and Data Science: An Overview. Advanced AI and Data Science Applications, 197-220.
• Rani, S., Ahmed, U., Mahmood, A., Manzoor, S., Razzaq, S., Jamil, U., ... & Benbouzid, M. (2025). Dual Attention‐Empowered Bidirectional Long Short‐Term Memory Network for Short‐Term Electric Load Forecasting. Energy Technology, e202500914. https://doi.org/10.1002/ente.202500914 
• Dr Sohail Razzaq - Sohail Razzaq, Costas Xydeas, Anzar Mahmood, Saeed Ahmed, Naeem Iqbal Ratyal, Jamshed Iqbal. (2023), “Efficient optimization techniques for resource allocation in UAVs mission framework”, Accepted for publication in PLOS ONE. DOI: 10.1371/journal.pone.0283923
• Dr Ramalingam - Ramalingam, D. & Mahalakshmi, D. (2023) ‘Cognitive Intelligent Personal Learning Assistants’, in Intelligent Systems and Sustainable Computational Models: Concepts, architectures and practical applications. 1st edn. CRC Press Taylor & Francis Group.
• Dr. M. Waleed, Mr. M. Siddique - Ashour, M.W., Abdulrazzaq, M.M. and Siddique, M., 2022. Advances in Intelligent Systems & Computing Series. (2023). Machine vision inspection of steel surface using combined global and local features. Accepted for publication in proceedings of the 20th International Conference on Information Technology: New Generations ITNG 2023.
• Dr. M. Waleed, Mr. M. Siddique - Alansari, Z., Siddique, M. and Ashour, M.W., 2022. FCERP: a novel WSNs fuzzy clustering and energy efficient routing protocol. Annals of Emerging Technologies in Computing (AETiC), 6(1), pp.31-42. http://aetic.theiaer.org/archive/v6/v6n1/p2.pdf  
• Mr. M. Siddique - M. Siddique, T. Ahmed and M. S. Husain, “Random Forest Based Flood Monitoring Using Sentinel-1 Images: A Case Study of Flood Prone Regions of North-East India”, 2022 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2022), 2022, pp. 4883-4886, DOI: 10.1109/IGARSS46834.2022.9884483 https://ieeexplore.ieee.org/document/9884483 
• Mr. M. Siddique - M. Siddique, T. Ahmed and M. S. Husain, “An Empirical Approach to Monitor the Flood-Prone Regions of North India Using Sentinel-1 Images”, Annals of Emerging Technologies in Computing (AETiC), Print ISSN: 2516-0281, Online ISSN: 2516-029X, pp. 1-14, Vol. 6, No. 4, 1st October 2022, Published by International Association of Educators and Researchers (IAER), DOI: 10.33166/AETiC.2022.03.001 http://aetic.theiaer.org/archive/v6/v6n4/p1.pdf 
• Dr Ramalingam - Ramalingam, D., Ugail, H., and Shivasankarappa, A.N. & V. Dharmalingam. (2022) ‘Framework for Digitally Managing Academic Records Using Blockchain Technology’, in Shakya Subarnaand Bestak, R. and P. R. and K. K. A. (ed.) Mobile Computing and Sustainable Informatics. Singapore: Springer Singapore, pp. 633–645. DOI: 10.1007/978-981-16-1866-6_45
• Dr Syed Ziaur Rahman - Kumar, C. N. S. ., M. . Sailaja, M. A. . Hussain, and S. Z. . Rahman. “Applications of Machine Learning for Fake News Detection in Social Networks”. International Journal on Recent and Innovation Trends in Computing and Communication, vol. 10, no. 2s, Dec. 2022, pp. 146-50, doi:10.17762/ijritcc.v10i2s.5921.
  https://ijritcc.org/index.php/ijritcc/article/view/5921 
• Dr Sohail Razzaq - Shumaila Javeed, Mustafa Inc, Muhammad Awais Abbasi, K.H. Mahmoud, Zain Ul Abadin Zafar, Sohail Razzaq, “Soliton solutions of some nonlinear evolution equations in shallow water theory”, Results in Physics, Volume 38, 2022. https://www.sciencedirect.com/science/article/pii/S2211379722002777 
• Dr Sohail Razzaq - Irfanullah, Hina Munsif, Sohail Razzaq and Ali Imran Najam “Cylindrical phased array with adaptive nulling using eigen-correlation technique”, International Journal of RF and Microwave Computer-Aided Engineering, 32 (2), p. 1-12, Feb. 2022. https://onlinelibrary.wiley.com/doi/full/10.1002/mmce.22969 
• Dr. M. Waleed - Siddiqui, M.Q. and Ashour, M.W., 2021, November. Object/Obstacles detection system for self-driving cars. In 4th Smart Cities Symposium (SCS 2021) (Vol. 2021, pp. 164-169). IET. https://ieeexplore.ieee.org/abstract/document/9770722 
• Dr. M. Waleed - Isidro, K.S. and Ashour, M.W., 2021. Integration of remote sensing techniques into oil and gas upstream operations: a comparative study. https://digital-library.theiet.org/content/conferences/10.1049/icp.2022.0332 
• Dr. M. Waleed - Chaki, N.M. and Ashour, M.W., 2021, November. Automated border control systems: a literature review. In 4th Smart Cities Symposium (SCS 2021) (Vol. 2021, pp. 152-157). IET. https://ieeexplore.ieee.org/abstract/document/9770712 
• Dr. M. Waleed - Sayed, J. and Ashour, M.W., 2021. Digital intelligent virtual assistant (DIVA) with natural speech and accent recognition. https://digital-library.theiet.org/content/conferences/10.1049/icp.2022.0334 
• Mr. M. Siddique - E. John and M. Siddique, "Efficient Semantic Web Services Development Approaches using REST and JSON," 2021 International Conference on Decision Aid Sciences and Application (DASA), 2021, pp. 231-235, DOI: 10.1109/DASA53625.2021.9682324 https://ieeexplore.ieee.org/document/9682324 
• Mr. M. Siddique - M. N. Waheed and M. Siddique, "Real-Time Scheduling Models in Diverse Multi-core OpenMP Applications," 2021 International Conference on Decision Aid Sciences and Application (DASA), 2021, pp. 702-705, DOI: 10.1109/DASA53625.2021.9682396 https://ieeexplore.ieee.org/document/9682396 
• Mr. M. Siddique - S. T. Ataullah and M. Siddique, "Optimisation Techniques for Multicore Architectures and Parallel Processing using OpenMP," 2021 International Conference on Decision Aid Sciences and Application (DASA), 2021, pp. 187-191, DOI: 10.1109/DASA53625.2021.9682392 https://ieeexplore.ieee.org/document/9682392 
• Dr Ramalingam - Alwahaibi, Y. A. et al. (2021) ‘Proposing an m-government framework for the ministry of housing in Oman: For efficient digital literacy and services’, International Journal of Mobile and Blended Learning, 13(4). doi: 10.4018/IJMBL.2021100102. DOI: 10.4018/IJMBL.2021100102.
• Dr Manju Jose - Prakash Kumar and Manju Jose (2021)Machine Learning regression models for road accident injury and mortality predictions in Oman. Accepted for publication in proceedings of International Conference on Innovation in Information Technology and Business (ICIITB) 2022.
• Dr Manju Jose - Manju Jose and Prakash Kumar (2021), Offline Cursive Handwriting Recognition using Convolutional Neural Network, Journal of Xidian University 15(8):287 – 293. DOI: 10.37896/jxu15.8/029
• Dr Manju Jose - Ahmed Al Ajmi and Manju Jose (2021), IoT based Counting System, Journal of Xidian University 15(8):375-381. DOI: 10.37896/jxu15.8/037
• Dr Manju Jose - Nadia Al Nassri and Manju Jose (2021), Secured and Sustainable Data Exchange using Smart Technologies, Journal of Xidian University 15(9):196 – 205. DOI: 10.37896/jxu15.9/019
• Dr Sohail Razzaq - Khan, Muhammad Saydal, Ali Tahir, Imtiaz Alam, Sohail Razzaq, Muhammad Usman, Wajahat Ullah Khan Tareen, Nauman Anwar Baig, Salman Atif, and Mehwish Riaz. 2021. "Assessment of Solar Photovoltaic Water Pumping of WASA Tube Wells for Irrigation in Quetta Valley Aquifer" Energies 14, no. 20: 6676. https://www.mdpi.com/1996-1073/14/20/6676 
• Dr Sohail Razzaq - Khurram Ali, Adeel Mehmood, Israr Muhammad, Sohail Razzaq, Jamshed Iqbal, “Control of an Anthropomorphic Manipulator using LuGre Friction Model - Design and Experimental Validation”. Strojniški vestnik - Journal of Mechanical Engineering, [S.l.], v. 67, n. 9, p. 401-410, sep. 2021. ISSN 0039-2480. https://ojs.sv-jme.eu/index.php/sv-jme/article/view/sv-jme.2021.7258 
• Dr Sohail Razzaq - A. Tariq, S. Khattak, H. Munsif, S. Razzaq, Irfanullah, “Linear Pattern Correction Technique for Compensating the Effects of Mutual Coupling and Deformation in Wedge-Shaped Conformal Antenna Arrays”, in Applied Computational Electromagnetics Society (ACES) Journal, Volume 36, Number 5, pages 533-541, 2021, https://aces-society.org/includes/downloadpaper.php?of=ACES_Journal_May_2021_Paper_7&nf=21-5-7 
• Dr. M. Waleed - Ashour, M.W., Khalid, F., Halin, A.A., Darwish, S.H. and Abdulrazzaq, M.M., 2020. A Review on Steel Surface Image Features Extraction and Representation Methods. In Emerging Technologies in Computing: Third EAI International Conference, iCETiC 2020, London, UK, August 19–20, 2020, Proceedings 3 (pp. 239-250). Springer International Publishing. https://link.springer.com/chapter/10.1007/978-3-030-60036-5_17 
• Dr. M. Waleed - Abdulrazzaq, M.M., Yaseen, I.F.T., Noah, S.A., Fadhil, M.A. and Ashour, M.W., 2020. XMIAR: X-ray medical image annotation and retrieval. In Advances in Computer Vision: Proceedings of the 2019 Computer Vision Conference (CVC), Volume 2 1 (pp. 638-651). Springer International Publishing. https://link.springer.com/chapter/10.1007/978-3-030-17798-0_51 
• Dr Ramalingam - Alwahaibi, Y., Arrieya Ariffin, D.S., Garfan, S., Binti Saad, D.A. & Dharmalingam, D.R. (2020). Proposing a M-Government Framework for the Ministry of Housing in Oman for Efficient Digital Literacy and Services: Work-in-Progress. Retrieved March 20, 2023 from https://www.learntechlib.org/p/218893/. 
• Dr Ramalingam - Dharmalingam, R. (2020) ‘Challenges in imparting practical skills of technological modules: A case study’, in Online Curriculum Symposium, Advance HE, UK. https://www.advance-he.ac.uk/sites/default/files/2020-06/Draft-Online-Curriculum-Symposium-Programme-160620.pdf 
• Dr Manju Jose - Maisa Al Hinai, Manju Jose. (2020), An Exploratory Study: The role of Internet of Things (IoT) in reducing traffic congestion in Muscat Governorate, Global Scientific Journals, Vol:8, Issue:8. ISSN 2320-9186
• Dr Manju Jose - Aisha Al Wahaibi, Manju Jose. (2020), Merging Artificial Intelligence and BlockChain Technologies to solve academic qualification forgery issues. Journal of Student Research,DOI: https://doi.org/10.47611/jsr.vi.856 
• Dr Sohail Razzaq - U. Mussadiq, A. Mahmood, S. Ahmed, S. Razzaq and I. Koo, "Economic and Climatic Impacts of Different Peer-to-Peer Game Theoretic–Based Energy Trading Systems," in IEEE Access, vol. 8, pp. 195632-195644, 2020, doi: 10.1109/ACCESS.2020.3033811.  https://ieeexplore.ieee.org/document/9239957