Mona Jamjoom

1.8k citations

73 papers · 1.0k indexed · h-index 18

Impact in

Neurology top 5%
- Brain Tumor Detection and Classification
Computer Science Applications top 5%
- Online Learning and Analytics
- Teaching and Learning Programming

Papers in ⓘ

Artificial Intelligence 40
- AI in cancer detection 7
- Imbalanced Data Classification Techniques 7
- Sentiment Analysis and Opinion Mining 6
- Hate Speech and Cyberbullying Detection 4
- Text and Document Classification Technologies 4
Computer Vision and Pattern Recognition 13

Co-authors: Zahid Ullah (22 shared papers)Nagwan Abdel Samee (20 shared papers)Farrukh Saleem (7 shared papers)Amel Ksibi (4 shared papers)Essam H. Houssein (5 shared papers)Ben Othman Soufiene (2 shared papers)Abdelaziz A. Abdelhamid (3 shared papers)El‐Sayed M. El‐kenawy (3 shared papers)
Journals: IEEE Access (11 papers)Computers, materials & continua/Computers, materials & continua (Print) (7 papers)Scientific Reports (6 papers)PeerJ Computer Science (4 papers)Computers in Biology and Medicine (4 papers)
Partner nations: Saudi Arabia Pakistan Egypt

In The Last Decade

Mona Jamjoom

64 papers receiving 970 citations

Peers

Countries citing papers authored by Mona Jamjoom

Since Specialization

Citations

This map shows the geographic impact of Mona Jamjoom's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mona Jamjoom with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mona Jamjoom more than expected).

Fields of papers citing papers by Mona Jamjoom

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mona Jamjoom. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mona Jamjoom. The network helps show where Mona Jamjoom may publish in the future.

Co-authors

The 25 scholars most cited alongside Mona Jamjoom, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Mona Jamjoom Line = papers co-authored together Mona Jamjoom links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 73 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	A novel approach for brain tumour detection using deep learning based technique Biomedical Signal Processing and Control ·Kameswara Rao Pedada, B. R. Tapas Bapu N.A., Kiran Kumar Patro, Allam Jaya Prakash, Mona Jamjoom, Nagwan Abdel Samee	2022	82
2	Wildfire and Smoke Detection Using Staged YOLO Model and Ensemble CNN Electronics ·Chayma Bahhar, Amel Ksibi, Manel Ayadi, Mona Jamjoom, Zahid Ullah, Ben Othman Soufiene, Hédi Sakli	2023	58
3	Advanced Meta-Heuristic Algorithm Based on Particle Swarm and Al-Biruni Earth Radius Optimization Methods for Oral Cancer Detection IEEE Access ·Myriam Hadjouni, Abdelaziz A. Abdelhamid, El‐Sayed M. El‐kenawy, Abdelhameed Ibrahim‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬, Marwa M. Eid, Mona Jamjoom, Doaa Sami Khafaga	2023	52
4	The effect of automatic assessment on novice programming: Strengths and limitations of existing systems Computer Applications in Engineering Education ·Zahid Ullah, Adidah Lajis, Mona Jamjoom, Abdulrahman Altalhi, Ahmed A. Al‐Ghamdi, Farrukh Saleem	2018	51
5	Computer-assisted learning for improving ADHD individuals’ executive functions through gamified interventions: A review Entertainment Computing ·Eatedal Alabdulakareem, Mona Jamjoom	2020	47
6	Optimized deep learning architecture for brain tumor classification using improved Hunger Games Search Algorithm Computers in Biology and Medicine ·Marwa M. Emam, Nagwan Abdel Samee, Mona Jamjoom, Essam H. Houssein	2023	46
7	Adaptive Dynamic Dipper Throated Optimization for Feature Selection in Medical Data Computers, materials & continua/Computers, materials & continua (Print) ·Ghada Atteia, El‐Sayed M. El‐kenawy, Nagwan Abdel Samee, Mona Jamjoom, Abdelhameed Ibrahim‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬, Abdelaziz A. Abdelhamid, Ahmad Taher Azar, Nima Khodadadi, Reham A. Ghanem, Mahmoud Y. Shams	2023	45
8	MobiRes-Net: A Hybrid Deep Learning Model for Detecting and Classifying Olive Leaf Diseases Applied Sciences ·Amel Ksibi, Manel Ayadi, Ben Othman Soufiene, Mona Jamjoom, Zahid Ullah	2022	41
9	Metaheuristic Optimization Through Deep Learning Classification of燙OVID-19 in Chest X-Ray Images Computers, materials & continua/Computers, materials & continua (Print) ·Nagwan Abdel Samee, El‐Sayed M. El‐kenawy, Ghada Atteia, Mona Jamjoom, Abdelhameed Ibrahim‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬, Abdelaziz A. Abdelhamid, Noha E. El-Attar, Tarek Gaber, Adam Słowik, Mahmoud Y. Shams	2022	37
10	EffiMob-Net: A Deep Learning-Based Hybrid Model for Detection and Identification of Tomato Diseases Using Leaf Images Agriculture ·Zahid Ullah, Najah Alsubaie, Mona Jamjoom, Samah H. Alajmani, Farrukh Saleem	2023	34
11	Aggression Detection in Social Media from Textual Data Using Deep Learning Models Applied Sciences ·Umair Khan, Salabat Khan, Atif Rizwan, Ghada Atteia, Mona Jamjoom, Nagwan Abdel Samee	2022	32
12	Computer-aided diagnosis for burnt skin images using deep convolutional neural network Multimedia Tools and Applications ·Fakhri Alam Khan, Ateeq Ur Rehman Butt, Muhammad Asif, Waqar Ahmad, M. Nawaz, Mona Jamjoom, Eatedal Alabdulkreem	2020	31
13	Reliable Prediction Models Based on Enriched Data for Identifying the Mode of Childbirth by Using Machine Learning Methods: Development Study Journal of Medical Internet Research ·Zahid Ullah, Farrukh Saleem, Mona Jamjoom, Bahjat Fakieh	2021	26
14	DeepPoly: Deep Learning-Based Polyps Segmentation and Classification for Autonomous Colonoscopy Examination IEEE Access ·Md Shakhawat Hossain, Md Mahmudur Rahman, M. M. Mahbubul Syeed, Mohammad Faisal Uddin, Mahady Hasan, Md. Aulad Hossain, Amel Ksibi, Mona Jamjoom, Zahid Ullah, Md Abdus Samad	2023	26
15	MHADBOR: AI-Enabled Administrative-Distance-Based Opportunistic Load Balancing Scheme for an Agriculture Internet of Things Network IEEE Micro ·Muhammad Adil, Muhammad Khurram Khan, Mona Jamjoom, Ahmed Farouk	2021	26
16	A Rule-Based Method for Cognitive Competency Assessment in Computer Programming Using Bloom’s Taxonomy IEEE Access ·Zahid Ullah, Adidah Lajis, Mona Jamjoom, Abdulrahman Altalhi, Jalal Shah, Farrukh Saleem	2019	23
17	An intelligent approach for Arabic handwritten letter recognition using convolutional neural network PeerJ Computer Science ·Zahid Ullah, Mona Jamjoom	2022	20
18	Roman Urdu Sentiment Analysis Using Transfer Learning Applied Sciences ·Dun Li, Kanwal Ahmed, Zhiyun Zheng, Syed Agha Hassnain Mohsan, Mohammed H. Alsharif, Myriam Hadjouni, Mona Jamjoom, Samih M. Mostafa	2022	19
19	Plant Leaf Diseases Classification Using Improved K-Means Clustering and SVM Algorithm for Segmentation Computers, materials & continua/Computers, materials & continua (Print) ·Mona Jamjoom, Ahmed Elhadad, Hussein Abulkasim, Safia Abbas	2023	17
20	AE-Net: Novel Autoencoder-Based Deep Features for SQL Injection Attack Detection IEEE Access ·Nisrean Thalji, Ali Raza, Mohammad Shariful Islam, Nagwan Abdel Samee, Mona Jamjoom	2023	17

About Mona Jamjoom

Mona Jamjoom is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Radiology, Nuclear Medicine and Imaging and Computer Networks and Communications, having authored 73 papers that have together received 1.0k indexed citations. Recurring topics across this work include AI in cancer detection (7 papers), Imbalanced Data Classification Techniques (7 papers), Sentiment Analysis and Opinion Mining (6 papers), Brain Tumor Detection and Classification (6 papers), COVID-19 diagnosis using AI (4 papers), Hate Speech and Cyberbullying Detection (4 papers), Text and Document Classification Technologies (4 papers) and Vehicle License Plate Recognition (4 papers). The work is most often cited by research in Neurology (140 citations), Computer Science Applications (86 citations), Health Information Management (53 citations), Artificial Intelligence (363 citations) and Computer Vision and Pattern Recognition (204 citations). Mona Jamjoom has collaborated with scholars based in Saudi Arabia, Pakistan and Egypt. Frequent co-authors include Zahid Ullah, Nagwan Abdel Samee, Farrukh Saleem, Amel Ksibi, Essam H. Houssein, Ben Othman Soufiene, Abdelaziz A. Abdelhamid, El‐Sayed M. El‐kenawy, Manel Ayadi and Abdelhameed Ibrahim‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬. Their work appears in journals such as IEEE Access, Computers, materials & continua/Computers, materials & continua (Print), Scientific Reports, PeerJ Computer Science and Computers in Biology and Medicine.

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