DR. ROZNIZA BINTI ALI
Faculty of Computer Science & Mathematics
rozniza@umt.edu.my
https://wise.umt.edu.my/rozniza
Executive Summary
-
Expertise
APPLIED SCIENCE AND TECHNOLOGY
Information And Communication Technology (ict)
Artificial Intelligence and Machine Learning
Other Artificial Intelligence and Machine Learning N.E.C
Publications
Indexed Journal (Scopus & Wos)
Non-Indexed Journal
Books
Chapter In Books
Proceedings
RM65,000.00
Approved Grants
6
H-Index (Scopus)
2
Number of Projects
3
Total Postgraduate Students
PUBLICATIONS
Journals
Note: This list is compiled based on data from the last five years.
| No. | Article Title | Year | Journals | Indexing | Authorship |
|---|---|---|---|---|---|
| 1 | Attention Aware Dual-path Autoencoder With Asymmetric Loss For Recognition In Complex Scenes | 2025 | International Journal Of Advanced Computer Science And Applications | WoS | Corresponding Author |
| 2 | Spatio-frequency Texture Analysis Using Wavelet Increment Entropy: Methodology And Application To Mri In Multiple Sclerosis | 2026 | Information Sciences | Scopus | Co Author |
| 3 | Comparison Of Faster R-cnn And Yolov5 For Overlapping Objects Recognition | 2023 | Baghdad Science Journal | Scopus | Co Author |
| 4 | Detecting Fake News Through Deep Learning: A Current Systematic Review | 2025 | Telkomnika Telecommunication Computing Electronics And Control | Non-Index | Co Author |
| 5 | Integrating Taguchi Method And Support Vector Machine For Enhanced Surface Roughness Modeling And Optimization | 2024 | International Journal Of Advanced Computer Science And Applications | Scopus | Co Author |
| 6 | A New Modification Cnn Using Vgg19 And Resnet50v2 For Classification Of Covid-19 From X-ray Radiograph Images | 2023 | Indonesian Journal Of Electrical Engineering And Computer Science | Scopus | Corresponding Author |
| 7 | Bidimensional Increment Entropy For Texture Analysis: Theoretical Validation And Application To Colon Cancer Images | 2025 | Entropy | WoS | Co Author |
| 8 | Exploring Transfer Learning And Convolutional Autoencoder For Effective Kitchen Utensils Classification | 2025 | Malaysian Journal Of Computing | Non-Index | Corresponding Author |
| 9 | Deep Learning For Overlapping Objects Detection With Noise: A Bibliometric Analysis [pembelajaran Mendalam Untuk Pengesanan Objek Bertindih Dengan Kebisingan: Analisis Bibliometrik] | 2024 | Asia-pacific Journal Of Information Technology And Multimedia | Scopus | Corresponding Author |
| 10 | Advancements In Texture Analysis And Classification: A Bibliometric Review Of Entropy-based Approaches | 2025 | International Journal Of Advanced Computer Science And Applications | WoS | Co Author |
| 11 | Comparison Of Faster R-cnn And Yolov5 For Overlapping Objects Recognition | 2023 | Baghdad Science Journal | WoS | Corresponding Author |
| 12 | Deep Learning Based Method For The Activity Of Nobel Coronavirus Disease Prediction From The Medical Radiograph Chest X-ray Images | 2023 | Journal Of Theoretical And Applied Information Technology | Scopus | Corresponding Author |
| 13 | Liver Fibrosis Detection Using Ensemble Model Of Support Vector Machine And Decision Tree | 2025 | Ned University Journal Of Research | Scopus | Co Author |
Books
| No. | Book Title | Year | Publisher | Authorship |
|---|
Chapter In Books
| No. | Book Title | Chapter Title | Year | Publisher | Authorship |
|---|
Proceeding
| No. | Article Title | Year | Proceeding | Indexing | Authorship |
|---|---|---|---|---|---|
| 1 | Blood Cell Detection And Counting In Microscopy Images Using Overlapping Object Recognizing Model | 2023 | 1st International Postgraduate Conference On Ocean Engineering Technology And Informatics 2021, Ipcoeti 2021 | Scopus | Corresponding Author |
| 2 | Dual-path Autoencoder-densenet Architecture For Robust Object Classification Via Background-free Reconstruction And Multi-task Feature Fusion | 2025 | Scopus | Corresponding Author | |
| 3 | Classification Of Kitchen Utensils In Noisy Condition Using Yolov5 With Multiple Deep Learning Backbones | 2024 | 2024 Ieee International Conference On Automatic Control And Intelligent Systems, I2cacis 2024 - Proceedings | Scopus | Co Author |
| 4 | A Process Of Covid-19 Prediction With The Aid Of Depp Leanring Convolutional Neural Network From Medical X-ray Images | 2022 | International Competition Paper 2022 | none | Corresponding Author |
RESEARCH GRANTS
Note: This list is compiled based on data from the last five years.
| No. | Grant Title | Role | Level | Funder | Value (RM) | Status |
|---|---|---|---|---|---|---|
| 1 | An Enhanced Hybrid Harmony Search With Swarm Based Meta-heuristic Algorithm For Optimization Of Machining Performance | Co-Researcher | University | UMT | RM20,000.00 | In Progress |
| 2 | A Modified Convolution Neural Network For Classifying Overlapping Objects | Project Leader | National | Kementerian Pendidikan Malaysia (KPM) | RM45,000.00 | Completed |
TEACHING
Note: This list is compiled based on data from the last five years.
| No. | Subject Name | Degree Level |
|---|---|---|
| 1 | Final Year Research Project I | Bachelor |
| 2 | Final Year Project Ii | Bachelor |
| 3 | Data Communicatin And Networking | Bachelor |
| 4 | Software Requirement Engineering | Bachelor |
| 5 | Digital Commerce | Bachelor |
| 6 | Web Programming 1 | Bachelor |
| 7 | Intelligent System | Bachelor |
| 8 | Final Year Research Project Ii | Bachelor |
| 9 | Pervasive Software Engineering | Bachelor |
| 10 | Operating System | Bachelor |
| 11 | Latihan Industri | Bachelor |
| 12 | Final Year Project I | Bachelor |
| 13 | Intelligence System | Bachelor |
| 14 | Research Project Ii | Bachelor |
| 15 | Database | Bachelor |
| 16 | Web-based Interface Design | Bachelor |
| 17 | Industrial Training | Bachelor |
| 18 | Special Topics In Maritime Informatic | Bachelor |
POSTGRADUATE STUDENT
Note: This list is compiled based on data from the last five years.
| No. | Student Name | Degree | Status |
|---|---|---|---|
| 1 | Usman Haruna | Doctor of Philosophy | Ongoing |
| 2 | Muqaddas Abid | Doctor of Philosophy | Ongoing |
| 3 | Hashim Bin Rosli | Master | Ongoing |
INTELLECTUAL PROPERTIES
Note: This list is compiled based on data from the last five years.
| No. | IP Title | IP Type | IP Status | Reference ID | Year |
|---|---|---|---|---|---|
| 1 | Perbadanan Harta Intelek Malaysia | Copyright | Awarded | LY2023W02576 | 2023 |
CONSULTANCY
Note: This list is compiled based on data from the last five years.
| No. | Title | Date | Level | Client Name |
|---|
KNOWLEDGE TRANSFER
Note: This list is compiled based on data from the last five years.
| No. | Title | Year | Level | Collaborator | Funder |
|---|---|---|---|---|---|
| 1 | Rakan Kolaborator Ruang Reka Site Keluarga Malaysia Di Projek Perumahan Rakyat (ppr) Padang Hiliran, Kuala Terengganu | 2021 - 2022 | National | Government | MOSTI |
| 2 | Pencetusan Minda Inovasi Melalui Pendidikan Ir 4.0 - | 2021 - 2022 | National | Community | none |
| 3 | Pencetusan Minda Inovasi Melalui Pendidikan Ir 4.0 - | 2020 - 2022 | National | Community | none |
AWARDS
| No. | Name of Awards/Recognition | Awarding Institution | Year Awarded | Level |
|---|---|---|---|---|
| 1 | Best Paper | Usm | 2024 | National |
| 2 | Glim Ai Of The Future - Leveraging Chatgpt For Enhanced Librarian Services | Umt | 2024 | National |
