المشاريع البحثية
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نظام قائم على الذكاء الاصطناعي لتقييم أسئلة المقالات المكتوبة باللغة العربية تلقائيًا (الباحث الرئيسي الدكتور عماد نبيل) (بتمويل من الجامعة الإسلامية بالمدينة المنورة
2022-2024)
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إطار عمل آلي لمراقبة والتحكم في توزيع المياه والضغط لتقليل هدر إمدادات المياه بكفاءة في منطقة المدينة المنورة (الباحث الرئيسي الدكتور توقير علي سيد)
(بتمويل من الجامعة الإسلامية بالمدينة المنورة
2022-2024)
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منصة موثوقة ومدعومة بإمكانية الوصول للمعرفة الإسلامية للناطقين بغير اللغة العربية (الباحث الرئيسي الدكتور وقاص نواز)
(بتمويل من الجامعة الإسلامية بالمدينة المنورة
2022-2024)
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الأوراق العلمية
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Ijaz, Irtaza, Abdallah Namoun, Nasser Aljohani,
Meshari Huwaytim Alanazi, Mohammad N. Alanazi, Junaid Shuja, and Mohammad Ali
Humayun. "Automated Compilation of Urdu Poetry Handwritten Image Datasets
for Optical Character Recognition." MethodsX (2024):
103130. https://www.sciencedirect.com/science/article/pii/S2215016124005818
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Namoun, Abdallah, Ahmad B. Alkhodre, Adnan
Ahmad Abi Sen, Yazed Alsaawy, and Hani Almoamari. "Dataset of infected
date palm leaves for palm tree disease detection and
classification." Data in Brief 57 (2024): 110933. https://www.sciencedirect.com/science/article/pii/S2352340924008965
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Aslam,
Muhammad Muzamil, Ali Tufail, Liyanage Chandratilak De Silva, Rosyzie Anna Awg
Haji Mohd Apong, and Abdallah Namoun. "An improved autoencoder-based
approach for anomaly detection in industrial control
systems." Systems Science & Control Engineering 12, no. 1
(2024): 2334303. https://www.tandfonline.com/doi/full/10.1080/21642583.2024.2334303
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Aamir,
Muhammad, Abdallah Namoun, Sehrish Munir, Nasser Aljohani, Meshari Huwaytim
Alanazi, Yaser Alsahafi, and Faris Alotibi. "Brain Tumor Detection and
Classification Using an Optimized Convolutional Neural
Network." Diagnostics 14, no. 16 (2024): 1714. https://www.mdpi.com/2075-4418/14/16/1714
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Ullah,
Khalil, Sulaiman Sulmi Almutairi, Riaz Ahmad, Siraj Muhammad, Abdallah Namoun,
and Isa Ali Ibrahim. "Muscle Innervation Zone Localization: A Linearity
Measure based Approach with Applications to Post-Stroke Plasticity and
Episiotomy." IEEE Access (2024). https://ieeexplore.ieee.org/abstract/document/10538262/
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Ullah,
Shaheen, Riaz Ahmad, Abdallah Namoun, Siraj Muhammad, Khalil Ullah, Ibrar
Hussain, and Isa Ali Ibrahim. "A Deep Learning-Based Approach for Part of
Speech (PoS) Tagging in the Pashto Language." IEEE
Access (2024). https://ieeexplore.ieee.org/abstract/document/10552703
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Jouini,
Oumayma, Kaouthar Sethom, Abdallah Namoun, Nasser Aljohani, Meshari Huwaytim
Alanazi, and Mohammad N. Alanazi. "A Survey of Machine Learning in Edge
Computing: Techniques, Frameworks, Applications, Issues, and Research
Directions." Technologies 12, no. 6 (2024): 81. https://www.mdpi.com/2227-7080/12/6/81
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Namoun,
Abdallah, Ahmed Alrehaili, Zaib Un Nisa, Hani Almoamari, and Ali Tufail.
"Predicting the usability of mobile applications using AI tools: the rise
of large user interface models, opportunities, and challenges." arXiv
preprint arXiv:2405.03716 (2024). https://arxiv.org/abs/2405.03716
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Ul
Huda, Noor, Sanam Fayaz Sahito, Abdul Rehman Gilal, Ahsanullah Abro, Abdullah
Alshanqiti, Aeshah Alsughayyir, and Abdul Sattar Palli. "Impact of
Contradicting Subtle Emotion Cues on Large Language Models with Various
Prompting Techniques." International Journal of Advanced Computer
Science & Applications 15, no. 4 (2024). http://dx.doi.org/10.14569/IJACSA.2024.0150442
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Palli,
Abdul Sattar, Jafreezal Jaafar, Abdul Rehman Gilal, Aeshah Alsughayyir, Heitor
Murilo Gomes, Abdullah Alshanqiti, and Mazni Omar. "Online Machine
Learning from Non-stationary Data Streams in the Presence of Concept Drift and
Class Imbalance: A Systematic Review." Journal of Information and
Communication Technology 23, no. 1 (2024): 105-139. https://e-journal.uum.edu.my/index.php/jict/article/view/20733
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Namoun,
Abdallah, Mohammad Ali Humayun, Oussama BenRhouma, Burhan Rashid Hussein, Ali
Tufail, Abdullah Alshanqiti, and Waqas Nawaz. "Service selection using an
ensemble meta-learning classifier for students with disabilities." Multimodal
Technologies and Interaction 7, no. 5 (2023): 42. https://www.mdpi.com/2414-4088/7/5/42
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Abdurrab,
Ibrahim, Tariq Mahmood, Sana Sheikh, Saba Aijaz, Muhammad Kashif, Ahson Memon, Imran
Ali et al. "Predicting the length of stay of cardiac patients based on
pre-operative variables—bayesian models vs. machine learning models."
In Healthcare, vol. 12, no. 2, p. 249. MDPI, 2024. https://www.mdpi.com/2227-9032/12/2/249
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Naz,
Amna, Hamayun Khan, Irfan Ud Din, Arshad Ali, and Mohammad Husain. "An
Efficient Optimization System for Early Breast Cancer Diagnosis based on
Internet of Medical Things and Deep Learning." Engineering, Technology
& Applied Science Research 14, no. 4 (2024): 15957-15962. https://www.etasr.com/index.php/ETASR/article/view/8080
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Hassan,
Ammar, Hamayun Khan, Arshad Ali, Abdullah Sajid, Mohammad Husain, Muddassar
Ali, Amna Naz, and Hanfia Fakhar. "An Enhanced Lung Cancer Identification
and Classification Based on Advanced Deep Learning and Convolutional Neural
Network." Bulletin of Business and Economics (BBE) 13, no. 2
(2024): 136-141. https://bbejournal.com/BBE/article/view/814
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Waleed,
Rana, Arshad Ali, Samra Tariq, Ghulam Mustafa, Hussnain Sarwar, Sadia Saif,
Maham Zulfiqar, Hamayun Khan, and Irfan Uddin. "An Efficient Artificial
Intelligence (AI) and Internet of Things (IoT's) Based MEAN Stack Technology
Applications." Bulletin of Business and Economics (BBE) 13, no.
2 (2024): 200-206. https://bbejournal.com/BBE/article/view/822
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Bakro,
Mhamad, Rakesh Ranjan Kumar, Mohammad Husain, Zubair Ashraf, Arshad Ali, Syed
Irfan Yaqoob, Md Nadeem Ahmed, and Nikhat Parveen. "Building a cloud-IDS
by hybrid bio-inspired feature selection algorithms along with random forest
model." IEEE Access (2024). https://ieeexplore.ieee.org/abstract/document/10388239
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Ali,
Muddassar, Hamayun Khan, Muhammad Tausif Afzal Rana, Arshad Ali, Muhammad
Zeeshan Baig, Saif Ur Rehman, and Yazed Alsaawy. "A Machine Learning
Approach to Reduce Latency in Edge Computing for IoT
Devices." Engineering, Technology & Applied Science
Research 14, no. 5 (2024): 16751-16756. https://etasr.com/index.php/ETASR/article/view/8365
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Saif,
Sadia, Arshad Ali Hamayun Khan, Sami Albouq, Muhammad Zunnurain Hussain,
Muhammad Zulkifl Hasan, Irfan Uddin, Shahab Khan, and Mohammad Husain. "An
efficient machine learning-based detection and prediction mechanism for cyber
threats using intelligent framework in iots."" journal of mechanics
of continua and mathematical sciences, Vol 19, No. 8, August 2024 https://doi.org/10.26782/jmcms.2024.00.00014"
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Attiq
Ur Rehman, Hamayun Khan, Arshad Ali, Yazed ALsaawy, Irfan Uddin, Saif ur
Rehman, Rao Muhammad Asif, Mohammad Husain, "Securing cyberspace: an
efficient machine learning based approach to phishing attack
detection"", journal of mechanics of continua and Mathematical
sciences, Vol 19, No. 8, August 2024 https://doi.org/10.26782/jmcms.2024.08.00008"
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Ali,
Sarwan, Muhammad Ahmad, Maham Anwer Beg, Imdad Ullah Khan, Safiullah Faizullah,
and Muhammad Asad Khan. "Ssag: Summarization and sparsification of
attributed graphs." ACM Transactions on Knowledge Discovery from Data 18,
no. 6 (2024): 1-22. https://dl.acm.org/doi/full/10.1145/3651619
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Ansarullah,
Syed Immamul, Sami Alshmrany, Mudasir Manzoor Kirmani, and Abdul Basit Andrabi.
"4 MachineModels for Learning Regression and
Classification." Handbook of Artificial Intelligence and Wearables:
Applications and Case Studies (2024): 65. https://doi.org/10.1201/9781032686714-4
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Ansarullah,
Syed Immamul, Mudasir Manzoor Kirmani, Sami Alshmrany, and Arfat Firdous.
"Ethical issues around artificial intelligence." In A Biologist
s Guide to Artificial Intelligence, pp. 301-314. Academic Press, 2024. https://www.sciencedirect.com/science/article/abs/pii/B978044324001000018X
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Alqahtani,
Abdullah Saleh, Saravanan Pandiaraj, Sami Alshmrany, Ali Jaber Almalki, Sandeep
Prabhu, and U. Arun Kumar. "Enhancing MIMO-OFDM channel estimation in 5G
and beyond with conditional self-attention generative adversarial
networks." Wireless Networks 30, no. 3 (2024): 1719-1736. https://link.springer.com/article/10.1007/s11276-023-03615-y
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Ansarullah,
Syed Immamul, Sajadul Hassan Kumhar, and Sami Alshmrany. "Detection of
Language from Roman Urdu and English Multilingual Corpus." https://europepmc.org/article/ppr/ppr789071
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Ahmed,
S., Khurshid, S., Imran, M., Siddiqui, M. S., Hina, S. & Ahmed, M. (2024).
Analysis of Mental Health Counseling Conversation Using Natural Language
Processing. Journal of Computer Science, 20(3), 303-309. https://doi.org/10.3844/jcssp.2024.303.309
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Maroof,
Afsheen, Shaukat Wasi, Syed Imran Jami, and Muhammad Shoaib Siddiqui.
"Aspect Based Sentiment Analysis for Service Industry." IEEE
Access (2024). https://ieeexplore.ieee.org/abstract/document/10630782
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Gupta,
Ruchi, Anupama Sharma, and Tanweer Alam. "Building Predictive Models with
Machine Learning." In Data Analytics and Machine Learning: Navigating
the Big Data Landscape, pp. 39-59. Singapore: Springer Nature Singapore, 2024. https://link.springer.com/chapter/10.1007/978-981-97-0448-4_3
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Nawaz,
Waqas, Maryam Baig, and Kifayat Ullah Khan. "Efficient Textual Similarity
using Semantic MinHashing." In 2024 IEEE International Conference on
Big Data and Smart Computing (BigComp), pp. 262-269. IEEE, 2024. https://ieeexplore.ieee.org/abstract/document/10488300
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Toqeer,
Muhammad, Kifayat Ullah Khan, and Waqas Nawaz. "Trajectory-based
clustering for enhanced attractive region mining in urban taxi
services." International Journal of Digital Earth 17, no. 1
(2024): 2356160. https://www.tandfonline.com/doi/full/10.1080/17538947.2024.2356160
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Gupta,
Ruchi, and Tanweer Alam. "An efficient federated learning based intrusion
detection system using LS2DNN with PBKA based lightweight privacy preservation
in cloud server." Multimedia Tools and Applications 83, no. 15
(2024): 44685-44697. https://link.springer.com/article/10.1007/s11042-023-17401-7
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Ullah,
Arif, Aziza Chakir, Irshad Ahmed Abbasi, Muhammad Zubair Rehman, and Tanweer
Alam. "Duplicated Tasks Elimination for Cloud Data Center Using Modified
Grey Wolf Optimization Algorithm for Energy Minimization."
In Engineering Applications of Artificial Intelligence, pp. 375-393. Cham:
Springer Nature Switzerland, 2024. https://link.springer.com/chapter/10.1007/978-3-031-50300-9_20
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Namoun,
Abdallah, Isa Ali Ibrahim, Ehzaz Mustafa, Ahmed Alrehaili, Ali Tufail, Junaid
Shuja, and Kashif Bilal. "Generative artificial intelligence in education:
an umbrella review of applications and challenges." (2024). https://www.researchsquare.com/article/rs-4892155/v1
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Mohsin,
Syed Farhan, Syed Imran Jami, Shaukat Wasi, and Muhammad Shoaib Siddiqui.
"An automated information extraction system from the knowledge graph based
annual financial reports." PeerJ Computer Science 10 (2024):
e2004. https://peerj.com/articles/cs-2004/
