Ts. Dr. SHUHAIDA BINTI ISMAIL
DS51 PENSYARAH KANAN
Jabatan Kejuruteraan Perisian
Fakulti Sains Komputer dan Teknologi Maklumat
PENYELIDIK BERSEKUTU
Fakulti Sains Komputer dan Teknologi Maklumat
CONTACT DETAILS
PROFESSIONAL APPOINTMENTS
DS51 Pensyarah Kanan
ACADEMIC QUALIFICATION
| DOKTOR FALSAFAH MATEMATIK , UNIVERSITI TEKNOLOGI MALAYSIA (2015) |
| SARJANA MATEMATIK , UNIVERSITI TEKNOLOGI MALAYSIA (2012) |
| SARJANA MUDA KOMPUTER & KAWALAN , UNIVERSITI TEKNOLOGI MALAYSIA (2008) |
| DIPLOMA TEKNOLOGI MAKLUMAT , POLITEKNIK SEBERANG PERAI (2004) |
| SC/MCE/SPM/SPVM , SMK DATO' JAAFAR BUKIT KETERI PERLIS (2000) |
FIELD OF EXPERTISE
| Category | Expertise |
|---|---|
| Field Category (KPT) : | INFORMATION, COMPUTER AND COMMUNICATIONS TECHNOLOGY (ICT) |
| Field (KPT) : | Artificial Intelligence |
| Field of Specialization (KPT) : | Machine Learning |
MANAGEMENT EXPERIENCE
| Date | Description |
|---|---|
| 01/04/2023 - 31/12/2024 | Penyelidik Bersekutu
Fakulti Sains Komputer dan Teknologi Maklumat, Software Testing (SWAT) |
| 01/01/2021 - 31/12/2021 | Penyelidik Utama
Fakulti Sains Gunaan dan Teknologi, Data Analytics, Sciences and Modeling (DASM) |
| 01/09/2018 - 31/08/2019 | Felo Kolej Kediaman
Kolej Kediaman Pagoh 1, Unit Pentadbiran |
| 01/09/2017 - 31/08/2018 | Felo Kolej Kediaman
Kolej Kediaman Pagoh 1, Unit Pentadbiran |
PROFESSIONAL SOCIETIES
| Year | Description | Role | Level |
|---|---|---|---|
| 2021 - 9999 | International Association Of Engineers (IAENG) - Society Of Mechanical Engineering | Member | Antarabangsa |
| 2018 - 9999 | Malaysia Board of Technologists (MBOT) | Teknologis Berijazah | Kebangsaan |
| 2018 - 2024 | Malaysia Board of Technologists (MBOT) | Teknologis Profesional | Kebangsaan |
TEACHING EXPERIENCE
| Year | Description | Level |
|---|---|---|
| 2024 | Committee Coordinator for Penyelaras Keusahawanan, FSKTM, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, January 2024 | University |
| 2024 | Data Mining [BIT33603], Session 20232024 Semester 2, Universiti Tun Hussein Onn Malaysia, 2024 | University |
| 2023 | Data Science [BIT34503], Session 20232024 Semester 1, Universiti Tun Hussein Onn Malaysia, 2023 | University |
| 2023 | Member for Pembangunan Program SIM-MIO di FSKTM, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, January 2023 | University |
| 2023 | Statistics [BIC10603], Session 20222023 Semester 2, Universiti Tun Hussein Onn Malaysia, 2023 | University |
| 2022 | Bachelor Degree Project I [BWB32402], Session 20212022 Semester 2, Universiti Tun Hussein Onn Malaysia, 2022 | University |
| 2022 | Data Visualisation [BWF40303], Session 20222023 Semester 1, Universiti Tun Hussein Onn Malaysia, 2022 | University |
| 2022 | Data Visualisation [EWF40203], Session 20222023 Semester 1, Universiti Tun Hussein Onn Malaysia, 2022 | University |
| 2022 | Data Visulization [BWB22503], Session 20212022 Semester 2, Universiti Tun Hussein Onn Malaysia, 2022 | University |
| 2022 | Industrial Training [BWB42108], Session 20212022 Semester 2, Universiti Tun Hussein Onn Malaysia, 2022 | University |
| 2022 | Industrial Training [BWB42108], Session 20222023 Semester 1, Universiti Tun Hussein Onn Malaysia, 2022 | University |
| 2022 | Member for Jawatankusa Latihan Industri, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, January 2022 | University |
| 2022 | Member for PELANTIKAN SEBAGAI PENYELARAS PERMOHONAN PERUNTUKAN PEMBANGUNAN (DE) BAGI PROJEK FIZIKAL DAN PERALATAN RMK.12 PELAN 4 TAHUN 2024. KLUSTER AKADEMIK & ANTARABANGSA, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, August 2022 | University |
| 2022 | Member for Pemurnian Program Sarjana Muda Statistik Industri, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, January 2022 | University |
| 2022 | Research Methodology [BWB30602], Session 20212022 Semester 2, Universiti Tun Hussein Onn Malaysia, 2022 | University |
| 2022 | Research Methodology [BWB30602], Session 20222023 Semester 1, Universiti Tun Hussein Onn Malaysia, 2022 | University |
| 2022 | Special Topics On Industrial Statistics [BWB33302], Session 20222023 Semester 1, Universiti Tun Hussein Onn Malaysia, 2022 | University |
| 2021 | Bachelor Degree Project I [BWB32402], Session 20202021 Semester 2, Universiti Tun Hussein Onn Malaysia, 2021 | University |
| 2021 | Bachelor Degree Project Ii [BWB42604], Session 20202021 Semester 2, Universiti Tun Hussein Onn Malaysia, 2021 | University |
| 2021 | Bachelor Degree Project Ii [BWB42604], Session 20212022 Semester 1, Universiti Tun Hussein Onn Malaysia, 2021 | University |
| 2021 | Data Visualisation [BWF40303], Session 20212022 Semester 1, Universiti Tun Hussein Onn Malaysia, 2021 | University |
| 2021 | Data Visulization [BWB22503], Session 20212022 Semester 1, Universiti Tun Hussein Onn Malaysia, 2021 | University |
| 2021 | Head for Pembangunan Program Sarjana Muda Sains Data Analitik, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, April 2021 | University |
| 2021 | Industrial Training [BWB42108], Session 20202021 Semester 2, Universiti Tun Hussein Onn Malaysia, 2021 | University |
| 2021 | Industrial Training [BWB42108], Session 20212022 Semester 1, Universiti Tun Hussein Onn Malaysia, 2021 | University |
| 2021 | Introduction To Big Data [BWF40103], Session 20202021 Semester 2, Universiti Tun Hussein Onn Malaysia, 2021 | University |
| 2021 | Introduction To Big Data [BWF40103], Session 20212022 Semester 1, Universiti Tun Hussein Onn Malaysia, 2021 | University |
| 2021 | Member for Jawatankuasa Pensijilan Profesional, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, November 2021 | University |
| 2021 | Member for Jawatankuasa WBL Fakulti, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, November 2021 | University |
| 2021 | Programming [BWB11203], Session 20202021 Semester 2, Universiti Tun Hussein Onn Malaysia, 2021 | University |
| 2021 | Research Methodology [BWB30602], Session 20202021 Semester 2, Universiti Tun Hussein Onn Malaysia, 2021 | University |
| 2021 | Research Methodology [BWB30602], Session 20212022 Semester 1, Universiti Tun Hussein Onn Malaysia, 2021 | University |
| 2021 | Statistical Methods For Risk Management [BWB44903], Session 20212022 Semester 1, Universiti Tun Hussein Onn Malaysia, 2021 | University |
| 2020 | Bachelor Degree Project I [BWB32402], Session 20192020 Semester 2, Universiti Tun Hussein Onn Malaysia, 2020 | University |
| 2020 | Bachelor Degree Project I [BWB32402], Session 20202021 Semester 1, Universiti Tun Hussein Onn Malaysia, 2020 | University |
| 2020 | Bachelor Degree Project Ii [BWB42604], Session 20202021 Semester 1, Universiti Tun Hussein Onn Malaysia, 2020 | University |
| 2020 | C++ Programming [BWB10203], Session 20192020 Semester 2, Universiti Tun Hussein Onn Malaysia, 2020 | University |
| 2020 | Data Visulization [BWB22503], Session 20202021 Semester 1, Universiti Tun Hussein Onn Malaysia, 2020 | University |
| 2020 | Research Methodology [BWB30602], Session 20192020 Semester 2, Universiti Tun Hussein Onn Malaysia, 2020 | University |
| 2020 | Statistical Methods For Risk Management [BWB44903], Session 20202021 Semester 1, Universiti Tun Hussein Onn Malaysia, 2020 | University |
| 2019 | Advanced Data Mining [BWB43403], Session 20192020 Semester 1, Universiti Tun Hussein Onn Malaysia, 2019 | University |
| 2019 | Bachelor Degree Project I [BWB32402], Session 20182019 Semester 2, Universiti Tun Hussein Onn Malaysia, 2019 | University |
| 2019 | Bachelor Degree Project Ii [BWB42604], Session 20192020 Semester 1, Universiti Tun Hussein Onn Malaysia, 2019 | University |
| 2019 | C++ Programming [BWB10203], Session 20182019 Semester 2, Universiti Tun Hussein Onn Malaysia, 2019 | University |
| 2019 | Network And Data Communication [BWB43503], Session 20182019 Semester 2, Universiti Tun Hussein Onn Malaysia, 2019 | University |
| 2019 | Principle Of Economics [BWB21702], Session 20192020 Semester 1, Universiti Tun Hussein Onn Malaysia, 2019 | University |
| 2019 | Risk Management [BWB43903], Session 20192020 Semester 1, Universiti Tun Hussein Onn Malaysia, 2019 | University |
| 2018 | Bachelor Degree Project I [BWB32402], Session 20172018 Semester 2, Universiti Tun Hussein Onn Malaysia, 2018 | University |
| 2018 | Bachelor Degree Project Ii [BWB42604], Session 20182019 Semester 1, Universiti Tun Hussein Onn Malaysia, 2018 | University |
| 2018 | C++ Programming [BWB10203], Session 20172018 Semester 2, Universiti Tun Hussein Onn Malaysia, 2018 | University |
| 2018 | Introduction To Data Mining [BWB43303], Session 20172018 Semester 2, Universiti Tun Hussein Onn Malaysia, 2018 | University |
| 2018 | Network And Data Communication [BWB43503], Session 20182019 Semester 1, Universiti Tun Hussein Onn Malaysia, 2018 | University |
| 2018 | Principle Of Economics [BWB21702], Session 20182019 Semester 1, Universiti Tun Hussein Onn Malaysia, 2018 | University |
| 2018 | Risk Management [BWB43903], Session 20182019 Semester 1, Universiti Tun Hussein Onn Malaysia, 2018 | University |
| 2017 | Bachelor Degree Project I [BWB32402], Session 20162017 Semester 2, Universiti Tun Hussein Onn Malaysia, 2017 | University |
| 2017 | Bachelor Degree Project Ii [BWB42604], Session 20172018 Semester 1, Universiti Tun Hussein Onn Malaysia, 2017 | University |
| 2017 | C++ Programming [BWB10203], Session 20162017 Semester 2, Universiti Tun Hussein Onn Malaysia, 2017 | University |
| 2017 | Network And Data Communication [BWB43503], Session 20162017 Semester 2, Universiti Tun Hussein Onn Malaysia, 2017 | University |
| 2017 | Risk Management [BWB43903], Session 20172018 Semester 1, Universiti Tun Hussein Onn Malaysia, 2017 | University |
| 2017 | Statistical For Quality Improvement [BWB31903], Session 20172018 Semester 1, Universiti Tun Hussein Onn Malaysia, 2017 | University |
| 2016 | C++ Programming [BWB10203], Session 20152016 Semester 2, Universiti Tun Hussein Onn Malaysia, 2016 | University |
| 2016 | Network And Data Communication [BWB43503], Session 20152016 Semester 2, Universiti Tun Hussein Onn Malaysia, 2016 | University |
| 2016 | Performance Modeling Of Communication Network [BWB43703], Session 20162017 Semester 1, Universiti Tun Hussein Onn Malaysia, 2016 | University |
| 2016 | Statistical For Quality Improvement [BWB31903], Session 20162017 Semester 1, Universiti Tun Hussein Onn Malaysia, 2016 | University |
RESEARCH GRANTS AND CONTRACTS
| Code | Title | Designation | End Date |
|---|---|---|---|
| K515 | A New Intelligent Modeling of Hybrid Fuzzy Approach towards Early Predictive High-Risk Symptoms of Breast Cancer in Malaysia | Ahli | 31/07/2026 |
| Q711 | Utilizing An Artificial Intelligent Algorithms for Water Quality Modelling and Prediction for Shrimp Yield Productions | Ketua | 30/06/2026 |
| K410 | A New Framework of Deep Learning Coupled with Optimized Decomposition Techniques for Modelling Malaysian Hydrological Phenomenon in Early Flood Warning System | Ketua | 31/08/2025 |
| K424 | Designing a New Hybrid Search-based Testing Approach based on Genetic Algorithm and Serial-Killer Detection Algorithm for Android Application Testing | Ahli | 28/02/2025 |
| K297 | A NEW FUZZY C-REGRESSION TRUNCATED NEURAL MACHINE MODELS (FCRTNM) ON TUMOR SIZE OF COLORECTAL CANCER | Ahli | 30/04/2024 |
| Q219 | Malaysian Stock Market Volatility Forecasting Using Optimised Recurrent Neural Network Algorithm | Ketua | 15/11/2023 |
| K298 | Utilization of Copula approach to enhance risk model. | Ahli | 31/10/2023 |
| Z011 | Chemical and Waste Management Application for UTHM Chemical Managment Centre (CMC) | Ahli | 31/08/2023 |
| H785 | A PROPOSED ALGORITHM OF RANDOM VECTOR IN MEASURING THE BEHAVIOUR OF BURSA MALAYSIA STOCK MARKET DURING COVID-19 OUTBREAK | Ahli | 14/05/2023 |
| M051 | Pembangunan Simulator Kenaikan Pangkat UTHM | Ketua | 30/06/2022 |
| M052 | Kajian Persepsi Staf Akademik UTHM Terhadap Pelaksanaan LNPT dan Laluan Kerjaya yang Terbaru | Ahli | 30/06/2022 |
| K149 | A New Framework for Dorsal Hand Vein Pattern Recognition Using Feature Extraction and Classification Techniques | Ahli | 30/05/2022 |
| K082 | THE EFFECT OF HYDROLOGICAL ESTIMATION USING MACHINE LEARNING APPROACHES FOR WATER MANAGEMENT SYSTEM | Ketua | 31/03/2022 |
| H508 | Program : Characterization of Crystallized Sugar in Raw Stingless Bee Honey Projek : The Modelling and Forecasting of Raw Stingless Bee Honey Shelf-Life using Artificial Neural Network | Ketua | 31/12/2021 |
| X146 | Predicting climate change impacts on water resources by using climate model statistical downscaling through data mining | Ahli | 31/08/2021 |
| H073 | A NEW HYDROLOGICAL FORECASTING MODEL BASED ON HYBRID EMPIRICAL MODE DECOMPOSITION AND LEAST SQUARE SUPPORT VECTOR MACHINE | Ketua | 30/06/2020 |
| A098 | Program Educate Malaysia dan Duta Universiti di Bawah Program Transformasi Luar Bandar, Inisiatif Kerjasama Universiti (NBOS4) | Ahli | 31/12/2018 |
PUBLICATIONS
| Book Chapters |
|---|
| Hema Varssini Segar, Puteri Natasha Sofia Zulkafli and Shuhaida Ismail (2024) Long Short-Term Memory Network Versus Support Vector Machine For Flood Prediction, Rainfall - Observations And Modelling, IntechOpen Limited , 1, ISBN:9781837693788 |
| Intan Syazwani Noorain, Shuhaida Ismail, Aida Nabilah Sadon, Suhaila Mohd Yasin (2022) Application Of Box Jenkins, Artificial Neural Network And Support Vector Machine Model For Water Level Prediction, Recent Advances In Soft Computing And Data Mining: Proceedings Of The Fifth International Conference On Soft Computing And Data Mining (Scdm 2022), Springer Nature , 121, ISBN:9783031008283 |
| Nur Aliaa Dalila A. Muhaime, Muhammad Amirul Ariffin, Shuhaida Ismail, Shazlyn Milleana Shaharudin (2022) Comparative Performance Of Various Imputation Methods For River Flow Data, Recent Advances In Soft Computing And Data Mining: Proceedings Of The Fifth International Conference On Soft Computing And Data Mining (Scdm 2022), Springer Nature , 111, ISBN:9783031008283 |
| Nur Syahira Jafri, Shuhaida Ismail, Aida Nabilah Sadon, Nur'aina A. Rahman, Shazlyn Milleana Shahruddin (2022) Support Vector Machine And Recurrent Neural Network Algorithm For Rainfall Forecasting, Recent Advances In Soft Computing And Data Mining: Proceedings Of The Fifth International Conference On Soft Computing And Data Mining (Scdm 2022), Springer Nature , 131, ISBN:9783031008283 |
| General Publications |
| Nabihah Ahmad (2017) Modul Permulaan Graduan, UTHM , 1, ISBN:- |
| Journal |
| Muhammad Usman Tariq, Shuhaida Ismail (2024) Ai-Powered Covid-19 Forecasting: A Comprehensive Comparison Of Advanced Deep Learning Methods, OSONG PUBLIC HEALTH AND RESEARCH PERSPECTIVES, KOREA DISEASE CONTROL & PREVENTION AGENCY , 3, 1, ISSN:22109099 |
| Muhammad Usman Tariq, Shuhaida Ismail (2024) Deep Learning In Public Health: Comparative Predictive Models For Covid-19 Case Forecasting, PLOS ONE, PUBLIC LIBRARY SCIENCE , 3, 1, ISSN:19326203 |
| Aida Nabilah Sadon, Shuhaida Ismail, Azme Khamis, Muhammad Usman Tariq (2024) Heteroscedasticity Effects As Component To Future Stock Market Predictions Using Rnn-Based Models, PLOS ONE, PUBLIC LIBRARY SCIENCE , 5, 1, ISSN:19326203 |
| Nurfarawahida Ramly, Mohd Saifullah Rusiman, Shuhaida Ismail, Suparman, Firdaus Mohamad Hamzah, Ozlem Gurunlu Alma (2023) An Adjustment Degree Of Fitting On Fuzzy Linear Regression Model Toward Manufacturing Income, IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE (IJ-AI), INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE (IAES) , 6, 543, ISSN:22528938 |
| Muhammad Usman Tariq, Shuhaida Ismail, Muhammad Babar, Ashir Ahmad (2023) Harnessing The Power Of Ai: Advanced Deep Learning Models Optimization For Accurate Sars-Cov-2 Forecasting, PLOS ONE, PUBLIC LIBRARY SCIENCE , 7, 1, ISSN:19326203 |
| Gan Pei Yee, Mohd Saifullah Rusiman, Shuhaida Ismail, Suparman, Firdaus Mohamad Hamzah, Muhammad Ammar Shafi (2023) K-Means Clustering Analysis And Multiple Linear Regression Model On Household Income In Malaysia, IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE (IJ-AI), INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE (IAES) , 6, 731, ISSN:22528938 |
| Ren Yu Lai, Kim Gaik Tay, Audrey Huong, Chang Choon Chew, Shuhaida Ismail (2022) Dorsal Hand Vein Authentication System Using Convolution Neural Network, INTERNATIONAL JOURNAL OF EMERGING TECHNOLOGY AND ADVANCED ENGINEERING, IJETAE PUBLICATION HOUSE , 8, 83, ISSN:22502459 |
| Nor Ain Maisarah Samsudin, Shazlyn Milleana Shaharudin, Nurul Ainina Filza Sulaiman, Shuhaida Ismail, Nur Syarafina Mohamed, and Nor Hafizah Md Husin (2022) Prediction Of Student`S Academic Performance During Online Learning Based On Regression In Support Vector Machine , INTERNATIONAL JOURNAL OF INFORMATION AND EDUCATION TECHNOLOGY, SINGAPORE , 12, 1431, ISSN:20103689 |
| Nurul Ainina Filza Sulaiman, Shazlyn Milleana Shaharudin, Shuhaida Ismail, Nurul Hila Zainuddin, Mou Leong Tan and Yusri Abd Jalil (2022) Predictive Modelling Of Statistical Downscaling Based On Hybrid Machine Learning Model For Daily Rainfall In East-Coast Peninsular Malaysia, SYMMERTY, MDPI , 5, 2, ISSN:20738994 |
| Siti Mariana Che Mat Nor, Shazlyn Milleana Shaharudin, Shuhaida Ismail, Sumayyah Aimi Mohd Najib, Mou Leong Tan, and Norhaiza Ahmad (2022) Statistical Modeling Of Rpca-Fcm In Spatiotemporal Rainfall Patterns Recognition, ATMOSPHERE, MDPI , 1, 1, ISSN:20734433 |
| Siti Mariana Che Mat Nor, Shazlyn Milleana Shaharudin, Shuhaida Ismail, Kismiantini (2021) A Rpca-Based Tukey'S Biweight For Clustering Identification On Extreme Rainfall Data , ENVIRONMENT AND ECOLOGY RESEARCH, HORIZON RESEARCH PUBLISHING , 5, 114, ISSN:2331625X |
| SHAZLYN MILLEANA SHAHARUDIN, SHUHAIDA ISMAIL, MOHD SAIFUL SAMSUDIN, AZMAN AZID, MOU LEONG TAN & MUHAMAD AFDAL AHMAD BASRI (2021) Prediction Of Epidemic Trends In Covid-19 With Mann-Kendall And Recurrent Forecasting-Singular Spectrum Analysis, SAINS MALAYSIANA, UNIVERSITI KEBANGSAAN MALAYSIA , 4, 1131, ISSN:27350118 |
| Shazlyn Milleana Shaharudin, Shuhaida Ismail , Noor Artika Hassan, Mou Leong Tan and Nurul Ainina Filza Sulaiman (2021) Short-Term Forecasting Of Daily Confirmed Covid-19 Cases In Malaysia Using Rf-Ssa Model, FRONTIERS IN PUBLIC HEALTH, FRONTIERS MEDIA SA , 6, 1, ISSN:22692565 |
| Shazlyn Milleana Shaharudin, Siti Mariana Che Mat Nor, Mou Leong Tan, Mohd Saiful Samsudin, Azman Azid, Shuhaida Ismail (2021) Spatial Torrential Rainfall Modelling In Pattern Analysis Based On Robust Pca Approach, POLISH JOURNAL OF ENVIRONMENTAL STUDIES, HARD PUBLISHING SC JERZY RADECKI, HANNA RADECKA , 6, 3221, ISSN:12301485 |
| Siti Mariana Che Mat Nor, Shazlyn Milleana Shaharudin, Shuhaida Ismail, Nurul Hila Zainuddin, Mou Leong Tan (2020) A Comparative Study Of Different Imputation Methods For Daily Rainfall Data In East-Coast Peninsular Malaysia, BULLETIN OF ELECTRICAL ENGINEERING AND INFORMATICS (BEEI), INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE (IAES) , 4, 635, ISSN:20893191 |
| Suhaila Mohd. Yasin, Shuhaida Ismail (2020) A Review On Fault Taxonomies For Web Testing, INTERNATIONAL JOURNAL OF EMERGING TRENDS IN ENGINEERING RESEARCH, THE WORLD ACADEMY OF RESEARCH IN SCIENCE AND ENGINEERING , 10, 187, ISSN:23473983 |
| Loh Eng Chuen, Shuhaida Ismail, Aida Mustapha (2020) Bitcoin Price Forecasting Using Different Artificial Neural Network And Training Algorithm, INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING, THE WORLD ACADEMY OF RESEARCH IN SCIENCE AND ENGINEERING , 2, 374, ISSN:22783091 |
| Mazwin Arleena Masngut, Shuhaida Ismail, Aida Mustapha, Suhaila Mohd Yasin (2020) Comparison Of Daily Rainfall Forecasting Using Multilayer Perceptron Neural Network Model, IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE, UAD INSTITUTE OF SCIENTIFIC PUBLICATION AND PRESS (LPPI) , 9, 456, ISSN:22528938 |
| Eng Chuen Loh, Shuhaida Ismail, Azme Khamis and Aida Mustapha (2020) Comparison Of Feedforward Neural Network With Different Training Algorithms For Bitcoin Price Forecasting, ASM SCIENCE JOURNAL , AKADEMI SAINS MALAYSIA , 4, 1, ISSN:18236782 |
| Eng Chuen Loh, Shuhaida Ismail (2020) Emerging Trend Of Transaction And Investment: Bitcoin Price Prediction Using Machine Learning, INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING, THE WORLD ACADEMY OF RESEARCH IN SCIENCE AND ENGINEERING , 9, 100, ISSN:22783091 |
| Eng Chuen Loh, Shuhaida Ismail, Azme Khamis (2020) Empirical Mode Decomposition Couple With Artificial Neural Network For Water Level Prediction, CIVIL ENGINEERING AND ARCHITECTURE, HORIZON RESEARCH PUBLISHING , 12, 19, ISSN:23321121 |
| Wan Nur Hawa Fatihah Wan Zurey, Shuhaida Ismail, Aida Mustapha (2020) Forecasting Accuracy: A Comparative Study Between Artificial Neural Network And Autoregressive Model For Streamflow, IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE (IJ-AI), UAD INSTITUTE OF SCIENTIFIC PUBLICATION AND PRESS (LPPI) , 9, 464, ISSN:22528938 |
| Nazim Razali, Shuhaida Ismail, Aida Mustapha (2020) Machine Learning Approach For Flood Risks Prediction, IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE (IJ-AI), UAD INSTITUTE OF SCIENTIFIC PUBLICATION AND PRESS (LPPI) , 3, 73, ISSN:22528938 |
| Shazlyn Milleana Shaharudin, Shuhaida Ismail, Mou Leong Tan, Nur Syarafina Mohamed and Nurul Ainina Filza Sulaiman (2020) Predictive Modelling Of Covid-19 Cases In Malaysia Based On Recurrent Forecasting-Singular Spectrum Analysis Approach, INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING, THE WORLD ACADEMY OF RESEARCH IN SCIENCE AND ENGINEERING , 9, 175, ISSN:22783091 |
| Muhammad Ammar Shafi, Mohd Saifullah Rusiman, Shuhaida Ismail, Muhamad Ghazali Kamardan (2019) A Hybrid Of Multiple Linear Regression Clustering Model With Support Vector Machine For Colorectal Cancer Tumor Size Prediction, INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, The Science and Information (SAI) Organization Limited , 4, 323, ISSN:21565570 |
| Shazlyn Milleana Shaharudin, Shuhaida Ismail, Siti Mariana Che Mat Nor, Norhaiza Ahmad (2019) An Efficient Method To Improve The Clustering Performance Using Hybrid Robust Principal Component Analysis-Spectral Biclustering In Rainfall Patterns Identification, IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE, UAD Institute of Scientific Publication and Press , 9, 237, ISSN:22528938 |
| Eng Chuen Loh1, Shuhaida binti Ismail, Aida Mustafa, Shazlyn Milleanna Shaharudin (2019) Application Of Discrete Wavelet Transformation With Artificial Neural Network In Kelantan Water Level Prediction, JOURNAL OF ADVANCED RESEARCH IN DYNAMICAL AND CONTROL SYSTEMS, JOURNAL OF ADVANCED RESEARCH IN DYNAMICAL AND CONTROL SYSTEMS , 11, 82, ISSN:1943023X |
| K. G.Tay, Hassan Muwafaq , Shuhaida Binti Ismail , Pauline Ong (2019) Electricity Consumption Forecasting Using Nonlinear Autoregressive With External (Exogeneous) Input Neural Network, UNIVERSAL JOURNAL OF ELECTRICAL AND ELECTRONIC ENGINEERING , HORIZON RESEARCH PUBLISHING , 12, 26, ISSN:23323280 |
| Shuhaida Ismail, Ani Shabri, Aida Mustapha, Siraj Mohammed Pandhiani (2018) Effect Of Dimensionality Reductions Technique In Modelling And Forecasting River Flow, INTERNATIONAL JOURNAL OF ENGINEERING & TECHNOLOGY, Science Publishing Corporation , 11, 573, ISSN:2227524 |
| Khamis, A., M.A., Khalid, K., Ismail, S. and Gopal Pillay, K. (2018) The Use Of Response Surface Analysis To Obtain Optimum Values Of Smoothing Parameter In Holt-Winter Modelling, THE INTERNATIONAL JOURNAL OF ENGINEERING AND SCIENCE (IJES), The International Journal of Engineering and Science (IJES) , 5, 62, ISSN:23191813 |
| Nur Amalina Mat Jan * , Ani Shabri, Shuhaida Ismail, Basri Badyalina, Siti Sarah Abadan, Norhafizah Yusof (2016) Three-Parameter Lognormal Distribution: Parametric Estimation Using L-Moment And Tl - Moment Approach, JURNAL TEKNOLOGI, Universiti Teknologi Malaysia , 1, 85, ISSN:21803722 |
| Shuhaida Ismail and Ani Shabri (2014) Time Series Forecasting Using Least Square Support Vector Machine For Canadian Lynx Data, JURNAL TEKNOLOGI, Penerbit UTM , 9, 11, ISSN:2180-3722 |
| Shuhaida Ismail, Ani Shabri, and Ruhaidah Samsudin (2012) A Hybrid Model Of Self Organizing Maps And Least Square Support Vector Machine For River Flow Forecasting, HYDROLOGY AND EARTH SYSTEM SCIENCES, Copernicus Publication , 11, 4417, ISSN:1027-5606 |
| Shuhaida Ismail, Ani Shabri, Ruhaidah Samsudin (2011) A Hybrid Model Of Self-Organizing Maps (Som) And Least Square Support Vector Machine (Lssvm) For Time-Series Forecasting, EXPERT SYSTEMS WITH APPLICATIONS, Elsevier wordmark , 8, 10574, ISSN:0957-4174 |
| Media Digital |
| Shuhaida Ismail (2020) Benefit Of Insurance, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Break & Continue Statement In Repetition, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Characteristic Of Insurance, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Data Visualisation Tips, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Data Visualisation Tools (Part 4), Youtube , ISBN:- |
| Shuhaida Ismail (2020) Dealing With Data (Part 5), Youtube , ISBN:- |
| Shuhaida Ismail (2020) Design Best Practices (Part 6), Youtube , ISBN:- |
| Shuhaida Ismail (2020) Do...While Loop, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Elements In Function, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Flowchart Nested If Else, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Flowchart Problem 1 (If), Youtube , ISBN:- |
| Shuhaida Ismail (2020) Flowchart Problem 2 (If), Youtube , ISBN:- |
| Shuhaida Ismail (2020) For Loop, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Insurance & Risk P1, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Introduction To C++ (Part 1), Youtube , ISBN:- |
| Shuhaida Ismail (2020) Introduction To C++ (Part 2), Youtube , ISBN:- |
| Shuhaida Ismail (2020) Introduction To C++ (Part 3), Youtube , ISBN:- |
| Shuhaida Ismail (2020) Introduction To C++ (Part 4), Youtube , ISBN:- |
| Shuhaida Ismail (2020) Introduction To C++ (Part 5), Youtube , ISBN:- |
| Shuhaida Ismail (2020) Introduction To C++ (Work With Data), Youtube , ISBN:- |
| Shuhaida Ismail (2020) Introduction To Functions, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Introduction To Python, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Introduction To Repetition, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Introductory Class For Data Visualisation, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Missing Values With Python, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Multiple If Else, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Nested Loop, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Parameter Passing (Pass By Reference), Youtube , ISBN:- |
| Shuhaida Ismail (2020) Parameter Passing (Pass-By-Value), Youtube , ISBN:- |
| Shuhaida Ismail (2020) Play With Python, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Plot With Matplotlib, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Plot With Pandas, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Plot With Pandas 2, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Pre-Defined Function, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Risk & Its Treatment_P1, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Risk & Its Treatment_P2, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Risk & Its Treatment_P3, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Risk & Its Treatment_P4, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Risk & Its Treatment_P5, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Risk & Its Treatment_P6, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Tutorial 1 (Work With Python), Youtube , ISBN:- |
| Shuhaida Ismail (2020) Tutorial 2 (Work With Python, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Type Of Variables, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Types Of Insurance, Youtube , ISBN:- |
| Shuhaida Ismail (2020) User Defined Function, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Uses Of Data Visualisation (Part 3), Youtube , ISBN:- |
| Shuhaida Ismail (2020) What Is Data Visualisation (Part 1), Youtube , ISBN:- |
| Shuhaida Ismail (2020) While Loop, Youtube , ISBN:- |
| Shuhaida Ismail (2020) Why Data Visualisation Is Important (Part 2), Youtube , ISBN:- |
| Prosiding / Seminar |
| Muhammad Ammar Shafi, Mohd Farhan Abdul Razak, Hafizah Zulkipli; Shuhaida Ismail, Nurazwa Ahmad, Muhamad Nasyat Muhamad Nasir, Aliya Syaffa Zakaria (2024) The Use Of A Multinomial Logistic Regression Model In Analyzing Micro Enterprise Financing Sources In Rural Areas, Malaysia, AIP PUBLISHING , 020018-1, ISBN:15517616 |
| K.G.Tay, C.C. Chew, Audrey Huong, Shuhaida Ismail (2023) Dorsal Hand Vein Authentication System Using Alexnet Transfer Learning, AIP PUBLISHING , 1, ISBN:9780735446816 |
| Zulkifli S., Mustapha A.B., Ismail S., Razali N. (2022) Comparative Analysis Of Statistical And Machine Learning Methods For Classification Of Match Outcomes In Association Football, SPRINGER SCIENCE AND BUSINESS MEDIA DEUTSCHLAND GMBH , 351, ISBN:09308989 |
| Muszaidi M., Mustapha A.B., Ismail S., Razali N. (2022) Deep Learning Approach For Football Match Classification Of English Premier League (Epl) Based On Full-Time Results, SPRINGER SCIENCE AND BUSINESS MEDIA DEUTSCHLAND GMBH , 339, ISBN:09308989 |
| Kek Zhi Xuan, Shuhaida Ismail, Intan Syazwani Noorain, Nur Alia Dalila A. Muhaime (2021) Comparisons Of Data Mining Classification Algorithms For Customers¿ Shopping Intention In E-Commerce, IEEE , 1, ISBN:9781665417266 |
| Aida Nabilah Sadon, Shuhaida Ismail, Nur Syahira Jafri, Shazlyn Milleana Shaharudin (2021) Long Short-Term Vs Gated Recurrent Unit Recurrent Neural Network For Google Stock Price Prediction, IEEE , 1, ISBN:9781665417266 |
| Weng Hao Wong, Shuhaida Ismail, Muhammad Amirul Arifin, Siti Salwa Abdullah Make, Mohf Helmy Abd Wahab, Shazlyn Milleana Shaharudin (2021) Sentiment Analysis Of Snapchat Application¿S Reviews, IEEE , 1, ISBN:9781665417266 |
| LeeJo Xian,Shuhaida Ismail, Aida Mustapha, Mohd Helmy Abd Wahab, Syed Zulkarnain Syed Idrus (2020) Crude Oil Price Forecasting Using Hybrid Support Vector Machine, IOP PUBLISHING LTD. , 1, ISBN:17578981 |
| Lai Jing Jong, Shuhaida Ismail, Aida Mustapha ,Mohd Helmy Abd Wahab, Syed Zulkarnain Syed Idrus (2020) The Combination Of Autoregressive Integrated Movingaverage (Arima) And Support Vector Machines (Svm) For Daily Rubber Price Forecasting, IOP PUBLISHING LTD. , 1, ISBN:17578981 |
| SHUHAIDA ISMAIL,AMY ROSSHAIDA ZAINAL, AIDA MUSTAPHA (2018) Behavioural Features For Mushroom Classification, IEEE , 412, ISBN:9781538635278 |
| Shuhaida Ismail, Siraj Mohamad Pandiahi, Ani Shabri and Aida Mustapha (2018) Comparative Analysis Of River Flow Modelling By Using Supervised Learning Technique, IOP , 1 |
| AMAR AZIZ, SHUHAIDA ISMAIL, MUHAMMAD FAKRI OTHMAN, AIDA MUSTAPHA (2018) Empirical Analysis On Sales Of Video Games: A Data Mining Approach, IOP , 1 |
| Shuhaida Ismail, Nik Intan Areena Nik Azlan, Aida Mustapha (2018) Prediction Of Alcohol Consumption Among Portuguese Secondary School Students: A Data Mining Approach, INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS INC. , 383, ISBN:9781538635278 |
| Shuhaida Ismail and Ani Shabri (2017) Combination Model Of Empirical Mode Decomposition And Svm For River Flow Forecasting, AIP Conference Proceedings , 1, ISBN:9780735414983 |
| Shuhaida Ismail, Ani Shabri and Siti Sarah Abadan (2015) Empirical Mode Decomposition Coupled With Least Square Support Vector Machine For River Flow Forecasting, AIP Publishing , 232, ISBN:978-0-7354-12811 |
| Jia Kian Ong, Shuhaida Ismail, Aida Nabilah Sadon, Nur'Aina A Rahman, Kim Gaik Tay, Nan Md Sahar (1995) Gender Voiceprint Identification Using Machine Learning Algorithms, IEEE , 1, ISBN:9781665417266 |
PROFESSIONAL CONSULTATION
| ID/CODE | PROJECT | CLIENT | START DATE | END DATE |
|---|---|---|---|---|
| P280 | PERKHIDMATAN PERUNDINGAN SKILL DEVELOPEMENT PROGRAM 2024 | EXZELLENT PROFIS SDN BHD | 20/07/2024 | 20/08/2024 |
| P234 | Perkhidmatan Perundingan Bagi Program `Machinery and Equipment Training for K-Youth Development Programme 2023? (Batch 4)- 47 | Exzellent Profis Sdn Bhd | 21/11/2023 | 30/11/2023 |
| P232 | Perkhidmatan Perundingan Bagi Program `Machinery and Equipment Training for K-Youth Development Programme 2023? (Batch 3) - 32 | Exzellent Profis Sdn Bhd | 16/11/2023 | 25/11/2023 |
| P225 | Perkhidmatan Perundingan Bagi Program `Machinery and Equipment Training for K-Youth Development Programme 2023? (Batch 2) | Exzellent Profis Sdn Bhd | 16/10/2023 | 25/10/2023 |
| P220 | Perkhidmatan Perundingan Bagi Program `Machinery and Equipment Training for K-Youth Development Programme 2023? (Batch 1) | Exzellent Profis Sdn Bhd | 01/09/2023 | 31/08/2023 |
| PS249 | MESTECC Mentor-Mentee STEM FASA 1 | Universiti Malaya STEM Centre | 01/02/2020 | 31/05/2020 |
CONSULTANCIES
| Year | Description | Level |
|---|---|---|
| 2023 | Programme Coordinator for Program "Machinery and Equipment for K-Youth Development Programme , UTHM Holdings, Malaysia, September2023 | National |
| 2022 | PSH Project Consultant (Programme Development) for PENYELARASAN RESEARCH DATA MANAGEMENT DENGAN FAKULTI SAINS GUNAAN DAN TEKNOLOGI, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, August 2022 | University |
| 2021 - 2022 | Programme Coordinator for PEGAWAI PENYELARAS MoU DI ANTARA UNIVERSITI TUN HUSSEIN ONN MALAYSIA (UTHM) DAN TOP GLOVE, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, August 2021 | University |
SUPERVISION
| Year | Description |
|---|---|
| 2024 | for Penasihat dan pengiring program pertandingan Perlis International Engineering Invention and Exhibiton 2024 (Pi-ENVEX 2024), Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, April 2024 |
| 2024 | Examiner for Abdulrahman Mohammed Abdo Maamari, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Ahmad Syahrul Hadi San, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Asma' Wahidah Binti Azalan, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Bahlol Nabil Saleh Mohammed Bahlol, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Balqis Aqila Binti Asha'Ari, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Balqis Aqila Binti Asha'Ari, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Chong Chi Lerk, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Divya A/P Periasamy, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Fares Faez Balkhair Basalib, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Mahafahd Sudais Hamidy, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Mohammed Nasr Abdulbaki Abdulwahab, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Noordamia Hazira Binti Ahmad Daud, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Nur Amira Syafiqah Binti Rosli, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Nurul Aisyah Binti Samijan, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Siti Mariam Binti Othman, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Examiner for Umie Natasha Binti Mohd Nizam, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Main Supervisor for Aida Nabilah Binti Sadon, PhD, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Supervisor for Amira Nur Azrina Binti Che Adnan, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Supervisor for Hendry Firmansah Bin Zulkifly Ngin, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Supervisor for Lee Jin Hong, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Supervisor for Mohamad Khairul Haziq Bin Haizal, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Supervisor for Muhammad Amir Redzuan Bin Yusri, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2024 | Supervisor for Saiful Arieff Bin Ahmad Ridauddin, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2024 |
| 2023 | Advisor/Chairman for Malaysian Data Innovation Talent x DOSM Datathon, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, August 2023 |
| 2023 | Guest Speaker for The Indonesian Experience, Institute Teknologi Telkom Purwokerto, Institut Teknologi Telkom Purwokerto, Indonesia, September2023 |
| 2023 | Industrial Training Supervisor for Mohd Fahrizzal Bin Abdullah Pami, Finesse Moulding (M) Sdn Bhd, 2023 |
| 2023 | Industrial Training Supervisor for Naziha Binti Mohammed Edries, Nadi Binari Sdn Bhd, 2023 |
| 2023 | Industrial Training Supervisor for Noor Zuraini Binti Shamsudin, Wedding Mate Sdn Bhd, 2023 |
| 2023 | Industrial Training Supervisor for Nur Aina Suhaida Binti Seeli, Wedding Mate Sdn Bhd, 2023 |
| 2023 | Industrial Training Supervisor for Nur Fatehah Najwa Binti Mohd Fauzi, Human Resoure & Training Department, 2023 |
| 2023 | Industrial Training Supervisor for Nur Izzah Binti Mohd Apandi, Vive.Com Sdn Bhd, 2023 |
| 2023 | Industrial Training Supervisor for Nur`Aisyah Samsudin, Engtex Metals Sdn Bhd, 2023 |
| 2023 | Industrial Training Supervisor for Nurul Ruszaini Binti Ruslan, Syarikat Aakif Printing & Computer Solution, 2023 |
| 2023 | Industrial Training Supervisor for Siti Norrifa Binti Abdul Kadir, Wedding Mate Sdn Bhd, 2023 |
| 2023 | Main Supervisor for Alisa Binti Shamshul Afendi, MSc, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Main Supervisor for Nur Afiqah Binti Abdul Rahim, MSc, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Member for Jurulatih Kerjaya Pelajar, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, August 2023 |
| 2023 | Project Supervisor/Teaching Training for Lawatan Latihan Industri, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, December 2023 |
| 2023 | Referee for Karnival Keusahawanan, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, November 2023 |
| 2023 | Speaker for Program Real estate Week 5.0, Fakulti Pengurusan Teknologi dan Perniagaan , Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, November 2023 |
| 2023 | Supervisor for Alia Aina Syafika Binti Abdul Rahim Ponniah, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Alia Aina Syafika Binti Abdul Rahim Ponniah, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Amirul Hakim Bin Hezri, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Chai Jie Yie, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Chai Jie Yie, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Cheong Moon Yi, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Cheong Moon Yi, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Han Seow Hui, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Han Seow Hui, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Hendry Firmansah Bin Zulkifly Ngin, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Lee Jin Hong, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Lim Kai Ru, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Lim Kai Ru, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Mohamad Khairul Haziq Bin Haizal, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Mohammad Ridhwan Bin Suriansah, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Muhammad Amir Redzuan Bin Yusri, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Nor Hanani Binti Zakaria, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Nor Hanani Binti Zakaria, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Saiful Arieff Bin Ahmad Ridauddin, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Tan Chee Yong, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2023 | Supervisor for Tan Chee Yong, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2023 |
| 2022 | Assistant Chairperson of VIVA for AN ORAL EXAMINATION (VIVA VOCE) ? ONLINE, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, August 2022 |
| 2022 | Examiner for Lee Shin Jie, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Lee Shin Jie, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Lim Shu Min, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Lim Shu Min, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Muhammad Awra Najwan Bin Norhisham, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Muhammad Awra Najwan Bin Norhisham, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Nur Hidayah Binti Mohd Zulkarnain, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Nur Hidayah Binti Mohd Zulkarnain, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Nurul Syafika Binti Abdul Rizal, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Nurul Syafika Binti Abdul Rizal, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Pang Cui Ru, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Pang Cui Ru, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Satishkumar A/L Pannirselram, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Satishkumar A/L Pannirselram, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Serah Lathan A/L Sathiamoorthi, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Examiner for Serah Lathan A/L Sathiamoorthi, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Guest Speaker for JEMPUTAN SEBAGAI PENCERAMAH BAGI PROGRAM FUYOO FKAAB 6.0 ANJURAN JAWATANKUASA HAL EHWAL PELAJAR DAN ALUMNI (HEPA) DENGAN KERJASAMA KELAB KEJURUTERAAN AWAM (KKA) UNIVERSITI TUN HUSSEIN ONN MALAYSIA, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, November 2022 |
| 2022 | Industrial Training Supervisor for Ashley Ang, Dell Global Business Center, 2022 |
| 2022 | Industrial Training Supervisor for Choo En Ming, Public Bank Berhad, 2022 |
| 2022 | Industrial Training Supervisor for Chow Min Yew, Shopee Mobile Malaysia Sdn. Bhd., 2022 |
| 2022 | Industrial Training Supervisor for Hsieh Chia Ching, Astrazeneca Sdn. Bhd., 2022 |
| 2022 | Industrial Training Supervisor for Koh Jia Way, Plexus Manufacturing Sdn Bhd, 2022 |
| 2022 | Industrial Training Supervisor for Low Kian Haw, Western Digital, Sandisk Storage Malaysia, 2022 |
| 2022 | Industrial Training Supervisor for Ng Qian Hui, Plexus Manufacturing Sdn Bhd, 2022 |
| 2022 | Industrial Training Supervisor for Ng Tze Ling, Plexus Manufacturing Sdn Bhd, 2022 |
| 2022 | Industrial Training Supervisor for Nik Nur Farra Hanim Binti Nik Jid, Setel Ventures Sdn Bhd, 2022 |
| 2022 | Industrial Training Supervisor for Nur Aliaa Dalila Binti A.Muhaime, Setel Ventures Sdn Bhd, 2022 |
| 2022 | Industrial Training Supervisor for Nur Syahira Binti Jafri, Telekom Research &Amp;Amp; Development Sdn Bhd, 2022 |
| 2022 | Industrial Training Supervisor for Nur'Aina Binti A Rahman, Setel Ventures Sdn Bhd, 2022 |
| 2022 | Industrial Training Supervisor for Puteri Nadia Binti Kamaruzaman, Setel Ventures Sdn Bhd, 2022 |
| 2022 | Industrial Training Supervisor for Soh Pei Lin, Dell Global Business Center, 2022 |
| 2022 | Main Supervisor for Muhammad Usman Tariq Kazi, PhD, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Moderator for INTERNATIONAL CONFERENCE ON BIODIVERSITY (ICB) 2022, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, November 2022 |
| 2022 | Supervisor for Amira Nur Azrina Binti Che Adnan, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Supervisor for Hema Varssini A/P Segar, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Supervisor for Hema Varssini A/P Segar, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Supervisor for Puteri Natasha Sofia Binti Zulkafli, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2022 | Supervisor for Puteri Natasha Sofia Binti Zulkafli, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2022 |
| 2021 | Examiner for Amira Qistina Aiman Binti Abd Aziz, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Amira Qistina Aiman Binti Abd Aziz, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Anis Syafiqah Binti Sahar, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Anis Syafiqah Binti Sahar, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Chia Xin Yi, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Chia Xin Yi, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Kausalyaa A/P Kannan, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Lok You Li, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Muhammad Muhaimin Bin Muszaidi, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Muhammad Muhaimin Bin Muszaidi, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Ng Tze Ling, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Ng Tze Ling, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Nur Amirah Hamizah Binti Hamid, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Nur Amirah Hamizah Binti Hamid, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Syazira Binti Zulkifli, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Syazira Binti Zulkifli, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Examiner for Teh Ching Yee, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Industrial Training Supervisor for Aw Yew Chung, Agensi Pekerjaan Inter Island Sdn Bhd, 2021 |
| 2021 | Industrial Training Supervisor for Goh Chin Hang, Top Glove Sdn. Bhd., 2021 |
| 2021 | Industrial Training Supervisor for Goh Pei Kee, Top Glove Sdn. Bhd., 2021 |
| 2021 | Industrial Training Supervisor for Goh Sin Yi, Top Glove Corporation Bhd, 2021 |
| 2021 | Industrial Training Supervisor for Kek Zhi Xuan, Celestial Zoom Management Sdn. Bhd., 2021 |
| 2021 | Industrial Training Supervisor for Ng Boon Jane, Top Glove Corporation Bhd, 2021 |
| 2021 | Industrial Training Supervisor for Nur Diyana Binti Jusof, Faculty Of Ocean Engineering Technology And Informatics (Fttki), 2021 |
| 2021 | Industrial Training Supervisor for Salmiah Binti Abd Rahman, Faculty Of Ocean Engineering Technology And Informatics (Fttki), 2021 |
| 2021 | Industrial Training Supervisor for Teong Hui Yu, Flexitech Sdn Bhd, 2021 |
| 2021 | Industrial Training Supervisor for Tung Hui Jing, Top Glove Sdn. Bhd., 2021 |
| 2021 | Industrial Training Supervisor for Umeesh A/L Nanta Kumar, Webe Sales And Services, 2021 |
| 2021 | Main Supervisor for Aida Nabilah Binti Sadon, MSc, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Supervisor for Intan Syazwani Binti Noorain, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Supervisor for Intan Syazwani Binti Noorain, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Supervisor for Nur Aliaa Dalila Binti A.Muhaime, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Supervisor for Nur Aliaa Dalila Binti A.Muhaime, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Supervisor for Nur Syahira Binti Jafri, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Supervisor for Nur Syahira Binti Jafri, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Supervisor for Nur'Ain Natasya Binti Mhd Razib, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Supervisor for Nur'Aina Binti A Rahman, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Supervisor for Nur'Aina Binti A Rahman, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Supervisor for Siti Salwa Binti Abdullah Make, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Supervisor for Siti Salwa Binti Abdullah Make, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2021 | Supervisor for Syasya Nadhilah Binti Maozad, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2021 |
| 2020 | Examiner for Cassandra Tan Hui Ming, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Che Normelissa Binti Mohd Zainudin, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Che Normelissa Binti Mohd Zainudin, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Lee Wan Qi, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Lee Wan Qi, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Lim Jing Shi, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Lim Jing Shi, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Norsyafiqah Binti Mohd Yatim, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Nur Addilla Binti Zainal Abidin, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Nur Addilla Binti Zainal Abidin, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Pang Cui En, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Pang Xiao Qian, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Pang Xiao Qian, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Set Li Ying, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Set Li Ying, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Tan Sia Chee, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Tan Sia Chee, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Examiner for Tee Jing Ying, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Supervisor for Aida Nabilah Binti Sadon, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Supervisor for Aida Nabilah Binti Sadon, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Supervisor for Fatin Farhana Binti Abu Kasim, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Supervisor for Fatin Farhana Binti Abu Kasim, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Supervisor for Kek Zhi Xuan, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Supervisor for Kek Zhi Xuan, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Supervisor for Nur'Ain Natasya Binti Mhd Razib, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Supervisor for Ong Jia Kian, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Supervisor for Ong Jia Kian, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Supervisor for Syasya Nadhilah Binti Maozad, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Supervisor for Wong Weng Hao, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2020 | Supervisor for Wong Weng Hao, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2020 |
| 2019 | Examiner for Ainul Husna Binti Alshaari, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Batrisyia Binti Basri, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Chua Jun Ming, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Chua Jun Ming, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Fathini Binti Mazani, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Foo Poh Yee, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Guan Li Chee, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Hong Wei Chee, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Karen Teo Yoke Ching, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Lam Suk Jing, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Lee Sin Min, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Nooraisyah Aina Binti Baharim, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Nur Sarah Binti Jalani, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Pee Ling Kien, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Sharifah Adib Nabilah Binti Syed Mohd Muda, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Siti Noor Rohalizah Binti Adam, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Steven A/L George, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Examiner for Yin Khar Shin, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Industrial Training Supervisor for Amirah Atikah Binti Rosidi, Hospital Sultan Abdul Halim, 2019 |
| 2019 | Industrial Training Supervisor for Fatin Atirah Binti Abdul Tauwab, Hospital Sultan Abdul Halim , 2019 |
| 2019 | Industrial Training Supervisor for Muhammad Haziq Hazman Bin Zainudin, Yayasan Pembangunan Usahawan Terengganu, 2019 |
| 2019 | Industrial Training Supervisor for Nur Anis Binti Yaacub, Dr Cetak, 2019 |
| 2019 | Industrial Training Supervisor for Nur Azyati Binti Suhaimi, Jabatan Meteorologi Malaysia, 2019 |
| 2019 | Industrial Training Supervisor for Nur Ilyana Binti Mohd Sanusi, Pejabat Pendidikan Daerah Setiu, 2019 |
| 2019 | Industrial Training Supervisor for Nurul Eliana Atika Binti Mohd Idrus, Dsa Dynamics (M) Sdn Bhd, 2019 |
| 2019 | Industrial Training Supervisor for Nurul Syafinaz Binti Zainudin, Lembaga Kemajuan Pertanian (Mada), 2019 |
| 2019 | Industrial Training Supervisor for Siti Nur Aisyah Binti Ahamad, Lembaga Zakat Negeri Kedah Darul Aman Cawangan Kulim, 2019 |
| 2019 | Industrial Training Supervisor for So Mei Kuan, First Solar (M) Sdn.Bhd., 2019 |
| 2019 | Main Supervisor for Loh Eng Chuen, MSc, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Supervisor for Hiong King Lee, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Supervisor for Hiong King Lee, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Supervisor for Mazwin Arleena Binti Masngut, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Supervisor for Mazwin Arleena Binti Masngut, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Supervisor for Nur'Ain Natasya Binti Mhd Razib, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Supervisor for Siti Nor Kalizah Binti Ismail, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Supervisor for Siti Nor Kalizah Binti Ismail, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Supervisor for Wan Nur Hawa Fatihah Binti Wan Zurey, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2019 | Supervisor for Wan Nur Hawa Fatihah Binti Wan Zurey, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2019 |
| 2018 | Examiner for Aqilah Binti Shamsulkamal, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Husna Afzan Binti Zakaria, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Khairunisa Binti Abdul Halim, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Muhammad Najid Bin Mohd Nawir, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Noor Faziyatul Shahira Binti Roslan, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Normi Atilah Binti Rokmi, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Nur Adilah Binti Mohd Haris, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Nursyazwani Binti Sulaiman, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Nurul Atiqah Binti Zainal, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Seah Yee Cheng, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Siti Haiza Binti Amir, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Siti Nur Syazwani Binti Md Azizan, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Tan Xiao Wei, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Tan Zi Yao, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Teo Yi Han, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Tharinee Sisuwan A/P Lamai, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Wee Huai Chen, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Examiner for Yeo Jia Hui, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Industrial Training Supervisor for Chai Kah Chun, Ngs Analytics, 2018 |
| 2018 | Industrial Training Supervisor for Cheow Yi Herng, Tokio Marine Life Insurance Malaysia Bhd, 2018 |
| 2018 | Industrial Training Supervisor for Chong Hui Zhi, Malacca Securities Sdn Bhd, 2018 |
| 2018 | Industrial Training Supervisor for Khairunisa Binti Abdul Halim, Cpi Research Sdn Bhd, 2018 |
| 2018 | Industrial Training Supervisor for Loke Wei Loon, Silverlake Digital Economy Sdn. Bhd., 2018 |
| 2018 | Industrial Training Supervisor for Nur Fatihah Binti Rozman, Pos Malaysia Berhad, 2018 |
| 2018 | Industrial Training Supervisor for Nur Izzaty Syuhada Binti Ahmad Daud, Felcra Berhad, 2018 |
| 2018 | Industrial Training Supervisor for Nur Zakyrah Binti Mohd Zainudin, Ocbc Bank (Malaysia) Berhad, 2018 |
| 2018 | Industrial Training Supervisor for Siti Haiza Binti Amir, Socio Intelligence, 2018 |
| 2018 | Industrial Training Supervisor for Siti Khuzaimah Binti Johan, Great Eastern Life Assurance (Malaysia) Berhad , 2018 |
| 2018 | Industrial Training Supervisor for Tan Zi Yao, Jemaramas Jaya Sdn Bhd, 2018 |
| 2018 | Industrial Training Supervisor for Tang Hui Hui, Pro Yes Consultancy Sdn Bhd, 2018 |
| 2018 | Supervisor for Loh Eng Chuen, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Supervisor for Loh Eng Chuen, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2018 | Supervisor for Nur'Ain Natasya Binti Mhd Razib, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2018 |
| 2017 | Examiner for Ang Shin Yin, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Chang Wai Leong, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Choong Che Wei, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Diyana Izyan Binti Amir Hamzah, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Koh Yee Mun, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Leng Wei Khee, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Looi Mei Fen, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Low Zhen Sheng, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Mohd.Shafiq Bin Saklin, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Ng Jie Ying, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Sathwinee A/P Bataraja, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Siti Aishah Binti Mohd Zahidi, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Tee Da Wei, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Teh Wen Hui, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Vicnes A/L Santhara Mohan, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Voon Chui Wei, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Examiner for Wong Yu Xian, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Industrial Training Supervisor for Goh Jun Yong, Uwc Holding Sdn. Bhd., 2017 |
| 2017 | Industrial Training Supervisor for Izyan Nadhirah Binti Fadzizi, Pejabat Pendidikan Daerah Kulim Bandar Baharu, 2017 |
| 2017 | Industrial Training Supervisor for Lee Jo Xian, Robert Bosch (M) Sdn Bhd, 2017 |
| 2017 | Industrial Training Supervisor for Lim Yi Hui, Celestica (M) Sdn. Bhd., 2017 |
| 2017 | Industrial Training Supervisor for Mohd.Shafiq Bin Saklin, Jabatan Perangkaan Malaysia, 2017 |
| 2017 | Industrial Training Supervisor for Nur Ainaa Binti Abdul Hamid, Robert Bosch Power Tools Sdn. Bhd., 2017 |
| 2017 | Industrial Training Supervisor for Nurfazlina Anis Binti Mohd Shariff, Universiti Sains Malaysia , 2017 |
| 2017 | Industrial Training Supervisor for Nurul Adibah Binti Yahya, Eurospan Furniture Sdn. Bhd., 2017 |
| 2017 | Industrial Training Supervisor for Ooi June Yong, Universiti Sains Malaysia (Usm), 2017 |
| 2017 | Industrial Training Supervisor for Siti Fatimah Az-Zahra Binti Mohamed Hamidi, Im Global Property Consultants Sdn. Bhd., 2017 |
| 2017 | Supervisor for Hanin Hazwani Binti Mohammad, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Supervisor for Hanin Hazwani Binti Mohammad, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Supervisor for Lai Jing Jong, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Supervisor for Lai Jing Jong, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Supervisor for Law Chen Cha, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Supervisor for Law Chen Cha, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Supervisor for Lee Jo Xian, Bachelor Degree Project 1, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2017 | Supervisor for Lee Jo Xian, Bachelor Degree Project 2, Universiti Tun Hussein Onn Malaysia, 2017 |
| 2015 | Co-supervisor for Muhammad Ammar Bin Shafi, PhD, Universiti Tun Hussein Onn Malaysia, 2015 |
EXTENSION & PUBLIC SERVICES
| Year | Description | Level |
|---|---|---|
| 2023 | Referee for RISE 2023, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, October 2023, October 2023 | International |
| 2022 | Committee Member for Majlis Apresisasi untuk mantan AJK KSUTHM Sesi 2019/2021., Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, February 2022, February 2022 | University |
| 2022 | Head for PROGRAM DAN AHLI BAGI PROGRAM DANA PENJANA KEMENTERIAN PENGAJIAN TINGGI- PENSIJILAN PROFESIONAL (KPT. PACE) UNTVERSTTT TUN HUSSETN ONN MALAYSTA, Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia, March 2022, March - December 2022 | National |
COURSES & TRAINING
| Year | Description Organiser / Venue | Date |
|---|---|---|
| 2024 | JERAYAWARA AMALAN PEMBELAJARAN TERADUN UTHM / ATAS TALIAN (Ms TEAMS) | 14/03/2024 |
| 2024 | TAKLIMAT PEMANTAPAN MODEL HUSSEIN UTHM / ONLINE | 13/03/2024 |
| 2024 | 4TH INTERNATIONAL CONFERENCE ON COMPUTING, INFORMATION SCIENCE AND ENGINEERING (ICISE) & 1ST INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE, EDUCATION AND BUSINESS (ICOSEB 2024) - (ICISE & ICOSEB 2024) LAIN-LAIN / PRIMULA BEACH HOTEL, KUALA TERENGGANU | 07/03/2024 - 08/03/2024 |
| 2024 | KURSUS AI UNTUK RAKYAT LAIN-LAIN / SECARA ATAS TALIAN: WWW.AI.GOV.MY | 04/03/2024 |
| 2024 | BENGKEL PEMURNIAN PEMBANGUNAN SELF INSTRUCTIONAL MATERIAL (SIM) BAGI PROGRAM SARJANA TEKNOLOGI MAKLUMAT (MIO) FSKTM, UTHM / BILIK SEMINAR 1, ARAS 2, FSKTM | 27/02/2024 |
| 2024 | KURSUS PEMANTAPAN CAREER COACH 2024 PEJABAT PENDAFTAR,UTHM / EAGLE RANCH RESORT, PORT DICKSON | 20/02/2024 - 22/02/2024 |
| 2023 | SAS VISUAL ANALYTICS 2 FOR SAS VIYA : ADVANCED FSKTM, UTHM / SAS Institute, Menara CIMB, KL Sentral | 18/09/2023 - 19/09/2023 |
| 2023 | SAS VISUAL ANALYTICS 1 FOR SAS VIYA: BASICS FSKTM, UTHM / SAS Institute, Menara CIMB, KL Sentral | 11/09/2023 - 12/09/2023 |
| 2023 | KURSUS DATA REPORTING WITH MICROSOFT EXCEL UTHM / ATAS TALIAN (MS TEAMS) | 11/09/2023 |
| 2023 | KURSUS MICROSOFT SHAREPOINT & SWAY UTHM / ATAS TALIAN (MS TEAMS) | 07/09/2023 |
| 2023 | SAS PROGRAMMING 2: DATA MANIPULATION TECHNIQUES FSKTM, UTHM / SAS Institute, Menara CIMB, KL Sentral | 23/08/2023 - 25/08/2023 |
| 2023 | SAS PROGRAMMING 1: ESSENTIALS FSKTM, UTHM / SAS Institute, Menara CIMB, KL Sentral | 14/08/2023 - 16/08/2023 |
| 2023 | KURSUS JOURNAL WRITING COACHING PROGRAM UTHM / THE EVERLY PUTRAJAYA | 06/07/2023 - 08/07/2023 |
| 2023 | LECTURERS CONFERENCE UTHM 2023 UTHM / DEWAN SULTAN IBRAHIM (DSI) UTHM | 07/06/2023 |
| 2023 | FAST TERBIT SERIES 1: WORKING THE WEB OF SCIENCE (WOS) UTHM / Microsoft Teams | 21/05/2023 |
| 2023 | KURSUS PEMANTAPAN CAREER COACH UTHM / V8 HOTEL SKUDAI | 07/03/2023 - 09/03/2023 |
| 2023 | KURSUS PSYCHOLOGICAL HAZARD AT WORKPLACE PEJABAT PENDAFTAR,UTHM / BILIK LATIHAN SERI TERATAI ARAS 1 BANGUNAN PEJABAT PENDAFTAR | 27/02/2023 |
| 2023 | SESI SEMBANG SANTAI BERSAMA PANEL KEMENTERIAN PENDIDIKAN TINGGI (KPT) BAGI GERAN FUNDAMENTAL RESEARCH GRANT SCHEME (FRGS) FAKULTI SAINS GUNAAN DAN TEKNOLOGI (FAST) UTHM / Bilik Mesyuarat 5 (JMS), Bilik Mesyuarat 6 (JFK), Bilik Seminar 1 (JTS), Aras 1, Blok A1, UTHM - Kampus (Cawangan Pagoh) | 23/02/2023 |
| 2023 | KURSUS CONSTRUCTIVE ALIGNMENT PEJABAT PENDAFTAR,UTHM / BILIK LATIHAN SERI TERATAI, ARAS 1, BANGUNA PEJABAT PENDAFTAR | 15/02/2023 |
| 2023 | CONSTRUCTING HYBRID METAHEURISTICS FOR GENERAL OPTIMIZATION PROBLEMS FSKTM, UTHM / Bilik Lestari 1, Level 3, Perpustakaan Tun Aminah, Universiti Tun Hussein Onn Malaysia (UTHM) Batu Pahat, Johor | 12/02/2023 - 13/02/2023 |
| 2023 | OPENLEARNING ONBOARDING COURSE UTHM / ZOOM MEETING | 11/01/2023 |
INTELLECTUAL PROPERTY
| ID IP | TITTLE PRODUCT | TYPE OF IP | NO. APPLICATION | ROLE |
|---|---|---|---|---|
| CP611 | Two Stages Hybrid Model Of Fuzzy Linear Regression With Support Vector Machine For Colorectal Cancer | Hak Cipta (Copyright) | LY2021J00691 | PEREKA CIPTA/PENYELIDIK BERSAMA |
EXHIBITION
| EXHIBITION ID | PRODUCT TITTLE | EXPO NAME | RECOGNITION |
|---|---|---|---|
| RISE20 | THE USES OF TECHNOLOGY IN DETECTING AND SCREENING FACTORS AND SYMPTOMS OF COLORECTAL CANCER USING FUZZY HYBRID MODEL | INTERNATIONAL RESEARCH AND INNOVATION SYMPOSIUM AND EXPOSITION 2020 | Emas dan Setara |
AWARD
| TAHUN | NAMA ANUGERAH / PENCAPAIAN | PENGANUGERAH | PERINGKAT |
|---|---|---|---|
| 2021 | RESEARCH & INNOVATIVE TECHNOLOGY COMPETITION - (RITEC 2021) | SILVER | ANTARABANGSA |
| 2021 | ANUGERAH PERKHIDMATAN CEMERLANG | UTHM | UNIVERSITI |
| 2021 | 32 INTERNATIONAL INVENTION, INNOVATION & TECHNOLOGY EXHIBITION 2021 - (ITEX 2021)
- SILVER MEDAL SILVER | SILVER MEDAL | ANTARABANGSA |