Muhannad Abu-Hashem

Muhannad Abu-Hashem


Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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28 March 2022 in Computers in Biology and Medicine
Verified
Journal Article
Closed access
MSMohammad Shehab
Mohammad Shehab
Laith AbualigahLaith Abualigah
Laith Abualigah
QSQusai Shambour
Qusai Shambour
MAMuhannad Abu-Hashem
Muhannad Abu-Hashem
Mohd Khaled ShambourMohd Khaled Shambour
Mohd Khaled Shambour
AGAmir H. Gandomi
Amir H. Gandomi

2 June 2024 in Symmetry
Verified
Journal Article
Open access
PDF file
HHHusam Hamad
Husam Hamad
MSMohammad Shehab
Mohammad Shehab
Mohd Khaled ShambourMohd Khaled Shambour
Mohd Khaled Shambour
MAMuhannad Abu-Hashem
Muhannad Abu-Hashem
AAAla Abuthawabeh
Ala Abuthawabeh
FSFatima B Shannaq
Fatima B Shannaq
Given the prevalence of handwritten documents in human interactions, optical character recognition (OCR) for documents holds immense practical value. OCR is a field that empowers the translation of various document types and images into data that can be analyzed, edited, and searched. In handwritten recognition techniques, symmetry can be crucial to improving accuracy. It can be used as a preprocessing step to normalize the input data, making it easier for the recognition algorithm to identify and classify characters accurately. This review paper aims to summarize the research conducted on character recognition for handwritten documents and offer insights into future research directions. Within this review, the research articles focused on handwritten OCR were gathered, synthesized, and examined, along with closely related topics, published between 2019 and the first quarter of 2024. Well-established electronic databases and a predefined review protocol were utilized for article selection. The articles were identified through keyword, forward, and backward reference searches to comprehensively cover all relevant literature. Following a rigorous selection process, 116 articles were included in this systematic literature review. This review article presents cutting-edge achievements and techniques in OCR and underscores areas where further research is needed.


10 May 2023 in Journal of Umm Al-Qura University for Engineering and Architecture
Verified
Journal Article
Open access
PDF file
MAMuhannad Abu-Hashem
Muhannad Abu-Hashem
AGAdnan Gutub
Adnan Gutub
OSOsama Salem
Osama Salem
Mohd Khaled ShambourMohd Khaled Shambour
Mohd Khaled Shambour
QSQusai Shambour
Qusai Shambour
MAMufda Alrawashdeh
Mufda Alrawashdeh
The coronavirus disease (COVID-19) changed the world’s lifestyle switching many techno-services to be provided remotely instead of direct usual physical interactions between people. This study focused on university students’ perceptions of this virtual technology-engineering change as discrepancies to be analyzed. The research surveyed 777 different students from four Arab middle-east neighboring countries, with related demographics and specifications, expressing full remarkable experiences of e-technology in virtual as well as traditional performances helping reveal overall tolerance possibilities. The study adopted examination technology via ANOVA to test discrepancies within students' perceptions for overall multi-factors deep analysis classification. The exploration highlighted an interesting range of pros and cons remarks including feminism and economic effect as well as other cultural and engineering interaction issues, raising signals to essentially consider and mutually benefit from adequate future generation e-techno adaptation within the region.

22 March 2023 in Soft Computing
Verified
Journal Article
Closed access
PDF file
Mohd Khaled ShambourMohd Khaled Shambour
Mohd Khaled Shambour
MAMuhannad Abu-Hashem
Muhannad Abu-Hashem

2 August 2025 in Engineering, Technology & Applied Science Research
Verified
Journal Article
Open access
PDF file
ASAhmad Showail
Ahmad Showail
Mohd Khaled ShambourMohd Khaled Shambour
Mohd Khaled Shambour
HJHosam Jaradat
Hosam Jaradat
MAMuhannad Abu-Hashem
Muhannad Abu-Hashem
HAHani Aldhubaib
Hani Aldhubaib
The widespread use of technology has led to the need for data protection frameworks to regulate the collection, processing, sharing, and disposal of personal data. This study assesses the compliance of 66 Hajj and Umrah-related mobile applications with the Saudi Personal Data Protection Law (PDPL), focusing on applications available on Google Play and the Apple App Store. As a pioneering assessment in the religious tourism sector, this study examines the extent to which these applications meet the requirements of the PDPL, including consent, user rights, and data security. The findings show significant deficiencies in app developers' adherence to both user personal data requirements and user data protection principles, with compliance rates ranging from 18.2% to 33.3% and from 12.1% to 33.3%, respectively. These findings indicate the lack of data protection protocols in app development, underlining the vital need for developers to strictly adhere to personal data protection standards. The study emphasizes the crucial importance of preserving user personal information and encourages developers to prioritize data security, thus enhancing trust in the digital experiences of pilgrims.