دكتور عادل بن دباش أحمد رجب

Dr. Adel Dabash A. Rajab

أستاذ مشارك
كلية علوم الحاسب ونظم المعلومات
قسم علوم الحاسب

تشمل اهتمامات د. عادل رجب البحثية: المعلوماتية الحيوية، أمن الشبكات، شبكات الألياف البصري، تعلم الآلة، وشبكات الاستشعار اللاسلكية.


المؤهلات العلمية

    دكتوراه. في علوم وهندسة الكمبيوتر
جامعة جنوب كارولينا - الولايات المتحدة الأمريكية 2017
    ماجستير هندسة في علوم وهندسة الحاسبات
جامعة جنوب كارولينا - الولايات المتحدة الأمريكية 2007
    بكالوريوس العلوم في نظم المعلومات الحاسوبية
جامعة جنوب كارولينا - الولايات المتحدة الأمريكية 2005

الخبرات

    أستاذ مشارك – كلية علوم الحاسب ونظم المعلومات
جامعة نجران – المملكة العربية السعودية، من 09/05/2022 حتى الآن

    إدارة والإشراف على موقع كلية علوم الحاسب ونظم المعلومات
جامعة نجران – المملكة العربية السعودية، من 11/05/2018 حتى الآن

    وكيل عمادة الدراسات العليا للشؤون الأكاديمية
جامعة نجران – المملكة العربية السعودية، من 24/11/2019 حتى 2023

    إدارة والإشراف على موقع عمادة الدراسات العليا
جامعة نجران – المملكة العربية السعودية، من 24/11/2019 حتى 2023

    أستاذ مساعد – كلية علوم الحاسب ونظم المعلومات
جامعة نجران – المملكة العربية السعودية، من 2017 حتى 09/05/2022

    محاضر – كلية علوم الحاسب ونظم المعلومات
جامعة نجران – المملكة العربية السعودية، من 2011 إلى 2012

التخصصات والمهارات

    إتقان برامج  InDesign، Photoshop، Paint.net

    إتقان لغات البرمجة: C، C++، Java، ASP، COBOL، HTML، Visio، JavaScript، VB.net

    أنظمة التشغيل: Windows وUNIX

    مهارات عالية في صيانة الحاسب الآلي وإصلاحه

الدورات التدربية

الدورات التدربية

الأبحاث العلمية

 

1.    Elmagzoub, M. A., Wahidur Rahman, Kaniz Roksana, Md Tarequl Islam, AHM Saifullah Sadi, Mohammad Motiur Rahman, Adel Rajab, Khairan Rajab, and Asadullah Shaikh. "Paddy insect identification using deep features with lion optimization algorithm." Heliyon 10, no. 12 (2024).
2.    Elmagzoub, Mohamed A., Swapandeep Kaur, Sheifali Gupta, Adel Rajab, Khairan Rajab, Mana Saleh Al Reshan, Hani Alshahrani, and Asadullah Shaikh. "Improving endoscopic image analysis: Attention mechanism integration in grid search fine-tuned transfer learning model for multi-class gastrointestinal disease classification." IEEE Access (2024).
3.    Sulaiman, Adel, Vatsala Anand, Sheifali Gupta, Adel Rajab, Hani Alshahrani, Mana Saleh Al Reshan, Asadullah Shaikh, and Mohammed Hamdi. "Attention based UNet model for breast cancer segmentation using BUSI dataset." Scientific Reports 14, no. 1 (2024): 22422.
4.    Mastoi, Qurat-ul-Ain, Ali Alqahtani, Sultan Almakdi, Adel Sulaiman, Adel Rajab, Asadullah Shaikh, and Samar M. Alqhtani. "Heart patient health monitoring system using invasive and non-invasive measurement." Scientific Reports 14, no. 1 (2024): 9614.
5.    Ahmed, Faheem, Muhammad Ali Memon, Khairan Rajab, Hani Alshahrani, Mohamed Elmagzoub Abdalla, Adel Rajab, Raymond Houe, and Asadullah Shaikh. "Demand prediction for urban air mobility using deep learning." PeerJ Computer Science 10 (2024): e1946.
6.    Hussain, Shumaila, Muhammad Nadeem, Junaid Baber, Mohammed Hamdi, Adel Rajab, Mana Saleh Al Reshan, and Asadullah Shaikh. "Vulnerability detection in Java source code using a quantum convolutional neural network with self-attentive pooling, deep sequence, and graph-based hybrid feature extraction." Scientific Reports 14, no. 1 (2024): 7406.
7.    Noman, Hira, Naeem Mahoto, Sania Bhatti, Adel Rajab, and Asadullah Shaikh. "Towards sustainable software systems: A software sustainability analysis framework." Information and Software Technology 169 (2024): 107411.
8.    Sharma, Neha, Sheifali Gupta, Adel Rajab, Mohamed A. Elmagzoub, Khairan Rajab, and Asadullah Shaikh. "Semantic segmentation of gastrointestinal tract in mri scans using pspnet model with resnet34 feature encoding network." IEEE Access 11 (2023): 132532-132543.
9.    Rajab, Adel, Hira Farman, Noman Islam, Darakhshan Syed, M. A. Elmagzoub, Asadullah Shaikh, Muhammad Akram, and Mesfer Alrizq. "Flood forecasting by using machine learning: a study leveraging historic climatic records of Bangladesh." Water 15, no. 22 (2023): 3970.
10.    Dahiya, Neelam, Sartajvir Singh, Sheifali Gupta, Adel Rajab, Mohammed Hamdi, Mohamed A. Elmagzoub, Adel Sulaiman, and Asadullah Shaikh. "Detection of multitemporal changes with artificial neural network-based change detection algorithm using hyperspectral dataset." Remote Sensing 15, no. 5 (2023): 1326.
11.    Raza, Muhammad Owais, Naeem Ahmed Mahoto, Mohammed Hamdi, Mana Saleh Al Reshan, Adel Rajab, and Asadullah Shaikh. "Detection of offensive terms in resource-poor language using machine learning algorithms." PeerJ Computer Science 9 (2023): e1524.
12.    Sulaiman, Adel, Vatsala Anand, Sheifali Gupta, Hani Alshahrani, Mana Saleh Al Reshan, Adel Rajab, Asadullah Shaikh, and Ahmad Taher Azar. "Sustainable apple disease management using an intelligent fine-tuned transfer learning-based model." Sustainability 15, no. 17 (2023): 13228.
13.    Sohail, Hamza, Mahmood ul Hassan, Mohamed A. Elmagzoub, Adel Rajab, Khairan Rajab, Adeel Ahmed, Asadullah Shaikh, Abid Ali, and Harun Jamil. "Bbsf: Blockchain-based secure weather forecasting information through routing protocol in vanet." Sensors 23, no. 11 (2023): 5259.
14.    Aqlan, Wadhah Mohammed M., Ghassan Ahmed Ali, Khairan Rajab, Adel Rajab, Asadullah Shaikh, Fekry Olayah, Shehab Abdulhabib Saeed Alzaeemi, Kim Gaik Tay, Mohd Adib Omar, and Ernest Mangantig. "Thalassemia Screening by Sentiment Analysis on Social Media Platform Twitter." Computers, Materials & Continua 76, no. 1 (2023).
15.    Ihsan, Imran, Hameedur Rahman, Asadullah Shaikh, Adel Sulaiman, Khairan Rajab, and Adel Rajab. "Improving in-text citation reason extraction and classification using supervised machine learning techniques." Computer Speech & Language 82 (2023): 101526.
16.    Memon, Saifullah, Jingyu Wang, Adnan Ahmed, Adel Rajab, Mana Saleh Al Reshan, Asadullah Shaikh, and Muhammad Awais Rajput. "Enhanced probabilistic route stability (EPRS) protocol for healthcare applications of WBAN." IEEE Access 11 (2023): 4466-4477.
17.    Memon, Saifullah, Jingyu Wang, Adnan Ahmed, Adel Rajab, Mana Saleh Al Reshan, Asadullah Shaikh, and Muhammad Awais Rajput. "Enhanced Probabilistic Route Stability (EPRS) Protocol for Healthcare Applications of WBAN." IEEE Access 11 (2023): 4466-4477.
18.    Mahoto, Naeem Ahmed, Asadullah Shaikh, Adel Sulaiman, Mana Saleh Al Reshan, Adel Rajab, and Khairan Rajab. "A machine learning based data modeling for medical diagnosis." Biomedical Signal Processing and Control 81 (2023): 104481.
19.    Adil, Muhammad, Hani Alshahrani, Adel Rajab, Asadullah Shaikh, Houbing Song, and Ahmed Farouk. "QoS review: smart sensing in wake of COVID-19, current trends and specifications with future research directions." IEEE Sensors Journal 23, no. 2 (2022): 865-876.
20.    Uppal, Mudita, Deepali Gupta, Sapna Juneja, Adel Sulaiman, Khairan Rajab, Adel Rajab, M. A. Elmagzoub, and Asadullah Shaikh. 2022. "Cloud-Based Fault Prediction for Real-Time Monitoring of Sensor Data in Hospital Environment Using Machine Learning" Sustainability 14, no. 18: 11667. https://doi.org/10.3390/su141811667
21.    Y. Jiang, X. Xu, H. Gao, A. D. Rajab, F. Xiao and X. Wang, "LBlockchainE: A Lightweight Blockchain for Edge IoT-Enabled Maritime Transportation Systems," in IEEE Transactions on Intelligent Transportation Systems, doi: 10.1109/TITS.2022.3157447.
22.    Rajab K, Hamdi M, Al Reshan MS, Asiri Y, Shaikh A, Rajab A. Implementation of Virtual Training: The Example of a Faculty of Computer Science during COVID-19 for Sustainable Development in Engineering Education. Electronics. 2022; 11(5):694. https://doi.org/10.3390/electronics11050694
23.    Rajab, Adel, Abdul Hafeez, Asadullah Shaikh, Abdullah Alghamdi, Mana Saleh Al Reshan, Mohammed Hamdi, and Khairan Rajab. 2022. "UCLAONT: Ontology-Based UML Class Models Verification Tool" Applied Sciences 12, no. 3: 1397. https://doi.org/10.3390/app12031397
24.    M. Shahzeb Ali, A. Alqahtani, A. Munir Shah, A. Rajab, M. Ul Hassan et al., "Improved-equalized cluster head election routing protocol for wireless sensor networks," Computer Systems Science and Engineering, vol. 44, no.1, pp. 845–858, 2023.
25.    A. Rajab, “Genetic Algorithm-Based Multi-Hop Routing to Improve the Lifetime of Wireless Sensor Networks”, Eng. Technol. Appl. Sci. Res., vol. 11, no. 6, pp. 7770–7775, Dec. 2021.
26.    Adel Rajab, Sehrish Aqeel, Mana Saleh Al Reshan, Awais Ashraf, Sultan Almakdi, Khairan Rajab  "Cryptography based Techniques of Encryption for Security of Data in Cloud Computing Paradigm" International Journal of Engineering Trends and Technology 69.10(2021):1-6.
27.    Adel D. Rajab (2020) “CONTENTION RESOLUTION BASED ON NODE TRUST CLASSIFIER TO GUARANTEES QUALITY OF SERVICE IN OPTICAL BURST SWITCHED NETWORK”, International Journal of Advanced Computer Systems and Software Engineering, 1(1), pp. 24-32. Available at: https://journal.scientiaca.org/index.php/ijacsse/article/view/244 (Accessed: 15 October 2021).
28.    Adel. Rajab, “Detecting BHP Flood Attacks in OBS Networks: A Machine
Learning Prospective.” International Journal of Science and Applied Information Technology, Volume 8, No.6, November –December (2019).

29.    A. Rajab, C.T. Huang, M. Alshargabi, and J. Cobb, “Decision tree rule learning approach to counter burst header packet flooding attack in Optical Burst Switching Network.” Optical Switching and Networking, Vol 29, pp. 15–26, Mar 12 (2018).

30.    Rajab, A., (2017) Burst Header Packet (BHP) flooding attack on Optical Burst Switching (OBS) Network Data Set. University of California Irvine Data Repository, 2017.

31.    A. Rajab, C.-T. Huang, M. Al-Shargabi, and J. Cobb, “Countering burst header packet flooding attack in optical burst switching network,” in Proceedings of the International Conference on Information Security Practice and Experience (ISPEC), pp. 315–329, Springer, Melbourne, Australia, December 2016.
 

 

المقررات التدرسية

 

أمن الشبكات (مرحلة البكالوريوس والماجستير)

أمن الحاسوب (مرحلة البكالوريوس والماجستير)

أساسيات البرمجة (جافا)

البرمجة الشيئية(جافا)
 

الساعات المكتبية

 

  8 - 9 9 - 10 10 - 11 11 - 12 12 - 1 1 - 2
الأحد
Sunday
        OH (Office: B034)  
الاثنين
Monday
        OH (Office: B034)  
الثلاثاء
Tuesday
        OH (Office: B034)  
الأربعاء
Wednesday
  OH (Office: B034) OH (Office: B034) OH (Office: B034) OH (Office: B034)  
الخميس
Thursday
  OH (Office: B034) OH (Office: B034) OH (Office: B034) OH (Office: B034)