Siti Zaiton Mohd Hashim

Utilizing the YOLOv8 model for accurate hand recognition with complex background Open

Budhi Kristianto, Christine Dewi, Hindriyanto Dwi Purnomo, Kristoko Dwi Hartomo, Siti Zaiton Mohd Hashim · 2025

Background The recognition of human hands is essential in the pre-processing stage of several computer vision tasks, as they are actively involved in these actions. This task encompasses hand posture estimation, hand gesture recognition, h…

Application of Fuzzy Hierarchical Analysis for Developing Near-field Communication Chip for Tracking Aromatherapy Products Open

Yan Wu, Hsin‐Hung Lin, Hwee-Ling Siek, Shu-Chun Chien, Weimin Shen , et al. · 2025

Closed K-Wire Fixation for the Treatment of Peri-Lunate Dislocation – A Case Series Open

Osama Bin Zia, Mohd Hazizan Mohd Hashim, Muhammad Athar Khan, Hiba Khan, Siti Zaiton Mohd Hashim , et al. · 2025

Perilunate dislocations and trans-scaphoid perilunate fracture dislocations are serious wrist injuries with the potential for lasting dysfunction if not treated appropriately. This case series presents three male patients with perilunate i…

Effect of Tualang Honey Concentration on the Morphology of Electrospun PVA Nanofibers for Wound Healing Application Open

Salsabila Freesmartly Lisfar, Amir Syahir, Muadz Ahmad Mazian, Nurliyana Ahmad Zawawi, Siti Zaiton Mohd Hashim , et al. · 2025

Introduction: Tualang Honey (TH) is known for its antimicrobial and anti-inflammatory properties, making it a potential candidate for wound healing applications. Chronic wounds present a significant challenge in medical treatment due to th…

Smart villages: a systematic review of trends, models, and metrics Open

Apri Junaidi, Mohd Shahizan Othman, Siti Zaiton Mohd Hashim, Mohd Murtadha Mohamad, Deni Danial Kesa , et al. · 2025

Identifying the smart village model is crucial due to the diverse conditions and landscapes of villages. Rice fields, coastal areas and mountainous regions each require different smart village models. This review of smart village is based …

A systematic literature review: exploring the challenges of ensemble model for medical imaging Open

Muhamad Rodhi Supriyadi, Azurah A Samah, Jemie Muliadi, Raja Azman Awang, Noor Huda Ismail , et al. · 2025

Researchers have observed the emergence of an ensemble model for disease diagnosis using medical imaging since it has demonstrated improved accuracy and may guide future studies by highlighting the limitations of the ensemble model.

Machine Translation Performance for Low-Resource Languages: A Systematic Literature Review Open

Taofik O. Tafa, Siti Zaiton Mohd Hashim, Mohd Shahizan Othman, Hitham Alhussian, Maged Nasser , et al. · 2025

Machine translation (MT) for low-resource languages continues to face significant challenges because of limited digital resources and parallel corpora, despite remarkable developments in neural machine translation (NMT). Addressing these c…

Deep Learning and Edge Computing in Agriculture: A Comprehensive Review of Recent Trends and Innovations Open

Apri Junaidi, Siti Zaiton Mohd Hashim, Mohd Shahizan Othman, Mohd Murtadha Mohamad, Hitham Alhussian , et al. · 2025

Rice is a vital staple for over half of the global population, yet its production is significantly threatened by leaf diseases caused by fungal and bacterial pathogens. Early and accurate detection of such diseases is critical to minimizin…

Empirical Validation and Enhancement of ADiBA: A Framework for Big Data Analytics Implementation Open

Norhayati Daut, Naomie Salim, Sharin Hazlin Huspi, Anazida Zainal, Weng Howe Chan , et al. · 2025

Enhanced Vehicle Tracking: A GPS-GSM-IoT Approach Open

Abdullahi Ahmed Abdirahman, Abdirahman Osman Hashi, Ubaid Mohamed Dahir, Mohamed Abdirahman Elmi, Siti Zaiton Mohd Hashim · 2025

Analyzing Dynamic Source Routing Protocol Behavior in MANETs Open

Siti Zaiton Mohd Hashim, Ekhlas Kadhum Hamza, Nasir Mostofa Kamal · 2024

CAE-ResVGG FusionNet: A Feature Extraction Framework Integrating Convolutional Autoencoders and Transfer Learning for Immature White Blood Cells in Acute Myeloid Leukemia Open

Tusneem Elhassan, Ahmed Hamza Osman, Mohd Shafry Mohd Rahim, Siti Zaiton Mohd Hashim, Abdulalem Ali , et al. · 2024

Dynamic Adaptation in Deep Learning for Enhanced Hand Gesture Recognition Open

Abdirahman Osman Hashi, Siti Zaiton Mohd Hashim, Azurah Bte Asamah · 2024

The field of Human-Computer Interaction (HCI) is progressing quickly with the incorporation of gesture recognition, which requires advanced systems capable of comprehending intricate human movements. This study introduces a new Dynamic Ada…

Oil spill classification based on satellite image using deep learning techniques Open

A. Abba, Noorfa Haszlinna Mustaffa, Siti Zaiton Mohd Hashim, Razana Alwee · 2024

التسرب النفطي هو تسرب في خطوط الأنابيب أو السفن أو منصات النفط أو الناقلات يؤدي إلى انطلاق المنتجات البترولية في البيئة البحرية أو على اليابسة بشكل طبيعي أو بسبب عمل بشري، مما يؤدي إلى أضرار جسيمة وخسائر مالية. تعد صور الأقمار الصناعية إحد…

A Systematic Review of Hand Gesture Recognition: An Update From 2018 to 2024 Open

Abdirahman Osman Hashi, Siti Zaiton Mohd Hashim, Azurah Bte Asamah · 2024

Hand gesture is the main method of communication for people who are hearing-impaired, which poses a difficulty for millions of individuals worldwide when engaging with those who do not have hearing impairments. The significance of technolo…

Utilizing the Yolov8 Model for Accurate Hand Gesture Recognition with Complex Background Open

Hindriyanto Dwi Purnomo, Christine Dewi, Budhi Kristanto, Kristoko Dwi Hartomo, Siti Zaiton Mohd Hashim · 2024

YOLO: A Competitive Analysis of Modern Object Detection Algorithms for Road Defects Detection Using Drone Images Open

Amit Hasan Sadhin, Siti Zaiton Mohd Hashim, Hussein Samma, Nurulaqilla Khamis · 2023

يعد التحديد الفعال لعيوب الطرق مصدر قلق بالغ لما له من اثر على السلامة على الطرق وصيانة البنية التحتية. يستخدم هذا البحث الصور الملتقطة بطائرات بدون طيار وخوارزميات متقدمة للكشف عن الأشياء لتسريع عملية التعرف على العيوب، مع التركيز بشكل خا…

Content-based filtering algorithm in social media Open

Siti Zaiton Mohd Hashim, Johan Waden · 2023

Content-based filtering is a recommendation algorithm that analyzes user activity and profile data to provide personalized recommendations for content that matches a user's interests and preferences. This algorithm is widely used by social…

New Feature-level Algorithm for a Face-fingerprint Integral Multi-biometrics Identification System Open

Bayan Omar, Hamsa D. Majeed, Siti Zaiton Mohd Hashim, Muzhir Shaban Al-Ani · 2022

This article delves into the power of multi-biometric fusion for individual identification. a new feature-level algorithm is proposed that is the Dis-Eigen algorithm. Here, a feature-fusion framework is proposed for attaining better accura…

Feature Extraction of White Blood Cells Using CMYK-Moment Localization and Deep Learning in Acute Myeloid Leukemia Blood Smear Microscopic Images Open

Tusneem Elhassan, Mohd Shafry Mohd Rahim, Tan Tian Swee, Siti Zaiton Mohd Hashim, Mahmoud Aljurf · 2022

Artificial intelligence has revolutionized medical diagnosis, particularly for cancers. Acute myeloid leukemia (AML) diagnosis is a tedious protocol that is prone to human and machine errors. In several instances, it is difficult to make a…

Monitoring and Optimizing Solar Power Generation of Flat-Fixed and Auto-Tracking Solar Panels with IoT System Open

Ku Azmie Ku Husin, Norfatihah Mohd Adenam, Muhamad Yuzaini Azrai Mat Yunin, Khairul Nizar Syazwan Wan Salihin Wong, Siti Zaiton Mohd Hashim , et al. · 2021

In this work, the integration of recent digital technology of Internet of Things (IoT) with solar energy management was made to monitor real-time data of panel voltage (Vpv) and current (Ipv) of the solar panel. The solar panels were insta…

Signaling Overhead Reduction Techniques in Device-to-Device Communications: Paradigm for 5G and Beyond Open

Omar Hayat, Zeeshan Kaleem, Muhammad Zafarullah, Razali Ngah, Siti Zaiton Mohd Hashim · 2021

Device-to-Device (D2D) communications have recently attracted researchers, attention because of their numerous applications in industry verticals. It enables communications among devices without or with the partial involvement of a central…

Fast attribute selection based on the rough set boundary region Open

Muftah Mohamed Baroud, Siti Zaiton Mohd Hashim, Jamal Uddin Ahsan, Anazida Zainal, Hussein Khalaff · 2020

The problem of clustering exists in numerous fields such as bioinformatics, data mining, and the recognition of patterns. The function of techniques is to suitably select the best attribute from numerous contending attribute(s). RST-based …

Positive region: An enhancement of partitioning attribute based rough set for categorical data Open

Muftah Mohamed Baroad, Siti Zaiton Mohd Hashim, Jamal Uddin Ahsan, Anazida Zainal · 2020

Datasets containing multi-value attributes are often involved in several domains, like pattern recognition, machine learning and data mining. Data partition is required in such cases. Partitioning attributes is the clustering process for t…

Bat echolocation-based algorithm for device discovery in D2D communication Open

Omar Hayat, Razali Ngah, Siti Zaiton Mohd Hashim · 2020

Feature Engineering for Predicting MOOC Performance Open

Nadirah Mohamad, Nor Bahiah Ahmad, Dayang N. A. Jawawi, Siti Zaiton Mohd Hashim · 2020

Increasing data recorded in massive open online course (MOOC) requires more automated analysis. The analysis, which includes making student’s prediction requires better strategy to produce good features and reduces prediction error. This p…

A Survey on Security and Privacy Challenges in Device Discovery for Next-Generation Systems Open

Omar Hayat, Razali Ngah, Zeeshan Kaleem, Siti Zaiton Mohd Hashim, Joel J. P. C. Rodrigues · 2020

Device to Device (D2D) communications is a candidate technology for the fifth-generation (5G) and beyond mobile networks and certainly that results in high throughput, less energy consumption, reduce delay, and data traffic offload. Proxim…

Energy-Efficient Mobile-Sink Sojourn Location Optimization Scheme for Consumer Home Networks Open

Niayesh Gharaei, Sharaf J. Malebary, Kamalrulnizam Abu Bakar, Siti Zaiton Mohd Hashim, Suhail Ashfaq Butt , et al. · 2019

With the fast development of wireless communication and semiconductor devices, home networking has gained considerable attention in the past few years. In Wireless Sensor Networks (WSNs), Sensing coverage is known as one of the most import…

Device Discovery in D2D Communication: A Survey Open

Omar Hayat, Razali Ngah, Siti Zaiton Mohd Hashim, Muhammad Hashim Dahri, Reza Firsandaya Malik , et al. · 2019

Device to Device (D2D) communication was first considered in out-band to manage energy issues in the wireless sensor networks. The primary target was to secure information about system topology for successive communication. Now the D2D com…

A New Swarm-Based Simulated Annealing Hyper-Heuristic Algorithm for Clustering Problem Open

Mohammad Babrdel Bonab, Siti Zaiton Mohd Hashim, Yong Haur Tay, Goh Yong Kheng · 2019

Hyper-heuristic is a new generation of heuristic algorithms which include a set of heuristics that could generate a set of heuristics or automate the process of selecting a batch of heuristics to address different optimization problems. Mo…

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