PROFILE

UPM's Staff Profile

DR. HAZLINA BINTI HAMDAN

SENIOR LECTURER

FACULTY OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY

hazlina@upm.edu.my

PROFESSIONAL

UPM WEBSITE

PROFILE

hazlina

PROFESSIONAL

NAME :

(Dr.) HAZLINA BINTI HAMDAN

POST :

SENIOR LECTURER

ENTITY :

Faculty of Computer Science and Information Technology

FIELD OF SUPERVISION

APPLIED AND COMPUTATIONAL STATISTICS / COMPUTATIONAL OPERATIONS RESEARCH / DATA SCIENCE / INFORMATION SYSTEMS / INTELLIGENT SYSTEMS

EDUCATION

PHD
UNIVERSITY OF NOTTINGHAM
Graduated : 2013

SARJANA TEKNOLOGI MAKLUMAT
UNIVERSITI MALAYA, KUALA LUMPUR
Graduated : 2004

SARJANA MUDA SAINS KOMPUTER
UNIVERSITI TEKNOLOGI MARA, SHAH ALAM, SELANGOR
Graduated : 1997

DIPLOMA SAINS KOMPUTER
UNIVERSITI PERTANIAN MALAYSIA, SERDANG, SELANGOR
Graduated : 1995

BOOK PUBLICATION

1. Mereka Bentuk Logo Produk dengan PowerPoint
ISPN: 9789672989349

JOURNAL PUBLICATION

1. Attributes Correspondence Discovery in Ontology Instance-based Matching and RDF Data Linkage using Clustering Method
Journal type: Citation-Indexed - Scopus

2. Multi-Objective PSO-fuzzy Optimization Approach to Improve Interpretability and Accuracy in Medical Data
Journal type: Citation-Indexed - Scopus

3. Bootsrapping instance-based ontology matching via unsupervised generation of training samples
Journal type: Citation-Indexed - Scopus

4. AIBD - A data-driven model for ontology property alignment
Journal type: Citation-Indexed - Scopus

5. Multi-objective clustering algorithm using particle swarm optimization with crowding distance (MCPSO-CD)
Journal type: Citation-Indexed - Scopus

6. FEDERATED LEARNING OPTIMIZATION TECHNIQUES FOR NON-IID DATA: A REVIEW
Journal type: Citation-Indexed - Scopus

7. Review on the parameter settings in harmony search algorithm applied to combinatorial optimization problems
Journal type: Citation-Indexed - Scopus

8. Personalized Federated Learning for In-Hospital Mortality Prediction of Multi-Center ICU
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

9. Tackling the Berth Allocation Problem via Harmony Search Algorithm
Journal type: Citation-Indexed - Scopus

10. Exploring COVID-19 vaccine sentiment: a Twitter-based analysis of text processing and machine learning approaches
Journal type: Citation-Indexed - Scopus

11. Segmentation and Classification of Skin Cancer Diseases Based on Deep Learning: Challenges and Future Directions
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

12. 3D Convolutional Neural Networks for Brain Tumor Analysis in Multimodal MRI: A Systematic Review
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

EDUCATIONAL BACKGROUND

PhD. (Artificial Intelligence), University of Nottingham, United Kingdom

Master of Computer Science (Artificial Intelligence), University of Malaya Kuala Lumpur, Malaysia

Bachelor of Science (Hons.) (Computer Science), Universiti Kebangsaan Malaysia-Universiti Teknologi MARA, Malaysia

Diploma in Computer Science, University Putra Malaysia

WORKING EXPERIENCE

Senior Lecturer at Department of Computer Science, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Malaysia (November 2013 - current)

Lecturer at Department of Computer Science, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Malaysia (March 2005 - October 2013)

Tutor at Department of Computer Science, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Malaysia (November 1999 - February 2005)

Application Programmer at Telekom Applied Business Sdn. Bhd. Malaysia (May 1997 - October 1999)

SKILL

Neural Network - backpropagation
Fuzzy System - fuzzy inference system
Hybrid - Adaptive Neuro Fuzzy Inference System
Survival Analysis - survival prediction
Medical informatics
Database

TEACHING

Current Classes
Intelligent Computing (undergraduate)
Seminar in Computer Science (postgraduate)

Previous Classes
Programming I (undergraduate)
Programming II (undergraduate)
Data Structure (undergraduate)
Database Application (undergraduate)
Intelligent Computing ((undergraduate)
Coordinator Final Year Project (undergraduate)Advan

PUBLICATION

2025

3D Convolutional Neural Networks for Brain Tumor Analysis in Multimodal MRI: A Systematic Review

2025

Segmentation and Classification of Skin Cancer Diseases Based on Deep Learning: Challenges and Future Directions

2024

Exploring COVID-19 vaccine sentiment: a Twitter-based analysis of text processing and machine learning approaches

2024

Tackling the Berth Allocation Problem via Harmony Search Algorithm

2023

Personalized Federated Learning for In-Hospital Mortality Prediction of Multi-Center ICU

2022

Review on the parameter settings in harmony search algorithm applied to combinatorial optimization problems

2020

Multi-objective clustering algorithm using particle swarm optimization with crowding distance (MCPSO-CD)

2020

FEDERATED LEARNING OPTIMIZATION TECHNIQUES FOR NON-IID DATA: A REVIEW

2019

AIBD - A data-driven model for ontology property alignment

2019

Bootsrapping instance-based ontology matching via unsupervised generation of training samples

2018

Attributes Correspondence Discovery in Ontology Instance-based Matching and RDF Data Linkage using Clustering Method

2018

Multi-Objective PSO-fuzzy Optimization Approach to Improve Interpretability and Accuracy in Medical Data

DISCLAIMER: All contents are my personal view & experience. UPM will not be held responsible or liable for any issue including misfortune, accidents, injury, death, damage, lost, delay or inconvenience.

All rights reserved. Any materials cannot be reproduced or stored in any form without the written consent of the publisher. If there are contents that inappropriate, infringe any copyright or against any Malaysia law or regulation, please report it here.

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