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"Courage causes people to find their divine identity. Courage calls heroes out of hiding. " -Bill Johnson-
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Education Background
Education Background
Bachelor of Information Technology (Multimedia)
Jun 2009 - Jan 2013
CGPA: 3.17
Final year project: The development of a modern musical instrument’s application for Android platform (Grade: A)
Master of Information Technology
Mar 2013 - Jan 2016
Research interest: Artificial Intelligence, Metaheuristic Algorithms, Genetic Algorithms and Travelling Salesman Problem
Thesis: A genetic simplified swarm algorithm for optimizing n cities open loop travelling salesman problem
Visiting Scholar
Sept 2016 - Dec 2016 (1 Semester)
Location: University of Electronic Science and Technology of China, Chengdu, Sichuan, China
Subjects took:
Comprehensive Chinese
Software development technology
Cloud computing
Optimization method & application
Doctor of Philosophy of Information Technology
Mar 2017 - March 2022
Research interest: Artificial Intelligence, Machine Learning, Deep Learning, Activation Function and Computer Vision
Thesis: An efficient Semi-sigmoidal Non-linear Activation Function Approach for Deep Neural Networks.
Research/Academic Interest
Research/Academic Interest
Deep Learning & Machine Learning
Metaheuristic Algorithms
Computer Vision
Optimization & Planning
Publications
Publications
Thesis
The development of a modern musical instrument’s application for Android platform (Bachelor's final year project) - 2012 [Link]
A genetic simplified swarm algorithm for optimizing n-cities open loop travelling salesman problem - 2016 [Link]
AN EFFICIENT SEMI-SIGMOIDAL NON-LINEAR ACTIVATION FUNCTION APPROACH FOR DEEP NEURAL NETWORKS - 2022 [in progress]
Conference proceeding
Chieng, H. H., & Wahid, N. (2014). A performance comparison of genetic algorithm’s mutation operators in n-cities open loop travelling salesman problem. In Recent Advances on Soft Computing and Data Mining (pp. 89-97). Springer, Cham. [Link]
Journal
Chieng, H. H., & Wahid, N ..(2016). An Improved GA Based algorithm for Travelling Salesman Problem. International Journal of Advancements in Computing Technology 8(3), 11. [Link]
Chieng, H. H., Wahid, N., Pauline, O., & Perla, S. R. K. (2018). Flatten T Swish: a thresholded ReLU Swish like activation function for deep learning. International Journal of Advances in Intelligent Informatics, 4(2), 76 86. [Link]
Chieng, H. H., Wahid, N., & Ong, P. (2020). PARAMETRIC FLATTEN-T SWISH: AN ADAPTIVE NONLINEAR ACTIVATION FUNCTION FOR DEEP LEARNING. Journal of Information and Communication Technology, 20(1), 21-39. [Link]
Google Scholar Profile [Link]
Work In Progress/Working Papers
Work In Progress/Working Papers
Scaled Semi-sigmoidal activation function for Deep Neural Networks on visual recognition.
A bi-directional adaptive non-linear activation function for deep learning.
Awards/Grants
Awards/Grants
Chinese Government Scholarship - University of Electronic Science and Technology of China
Best paper award - 4th International Conference on Science in Information Technology
Working Experience
Working Experience
Jun - Dec 2012
Jun - Dec 2012
Internship | Company: Massinfo design studio | Location: Batu Pahat, Johor | Skill learned: Adobe Photoshop, Adobe Illustrator, Adobe Flash, web design and poster design
Mar 2013 - Mar 2014
Mar 2013 - Mar 2014
Lab Tutor | Location: FSKTM, UTHM | Subject: Algebra | Skill learned: Communication, teaching skill, and student engagement strategy
Apr 2014 - Apr 2016
Apr 2014 - Apr 2016
Lecturer (Part-time) | Pusat Latihan Teknikal (PLT Institution), Batu Pahat, Johor| Subject taught: Adobe Photoshop, Adobe Illustrator, and Microsoft Excel | Skill learned: Communication, teaching skill, student engagement strategy
Apr 2014 - Apr 2016
Apr 2014 - Apr 2016
Research Assistant | Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor | Skill learned: Java programming, Matlab programming, feature selection, and Weka software
Oct - Dec 2019
Oct - Dec 2019
Teacher (Part-time) | Sekolah Rendah Seri Presbyterian | Subject: Microsoft Powerpoint
04 Jan 2021 - 31 Oct 2021
Lecturer | Universiti Tunku Abdul Rahman (Kampar Campus) | Subject: Analysis and Design of Information System
13 Jun 2022 - Present
Senior Lecturer | Tunku Abdul Rahman University of Technology and Management | Subject taught: Data Structures and Algorithms, Programming Concepts and Design 1, Research Methods, Web Design
Competition
Competition
F.A.C.E HACKATHON
17 - 19 Nov 2017
Location: Nettium Sdn Bhd
Organizer: Universiti Malaya (UM)
Challenge: Face recognition system development
Role: Contestant
Virtual International Research and Symposium and Exposition (RISE) 2020
16 - 30 Nov 2020
Location: Universiti Tun Hussein Onn Malaysia (UTHM)
Organizer: Universiti Tun Hussein Onn Malaysia (UTHM)
Topic: A World Traveler Planning Show Case: What would be the best route from Kuala Lumpur to Washington, D.C. ?
Role: Contestant
Award: Gold medal
Video: https://youtu.be/2_9nBlzlqe4
Website: https://iccuthm.wixsite.com/iccuthm/rise2020
Events
Events
Mini-conference
Mini-conference
30 May 2018
Location: Faculty of Information Technology and Computer Science, Universiti Tun Hussein Onn Malaysia
Organizer: Undergraduate students of BIS 2 and 3, FSKTM, UTHM
Role: Invite speaker
[Slide]
Python Programming Hands-on Workshop
Python Programming Hands-on Workshop
27 Sept 2018
Location: Inforsys Lab, Level 1, Faculty of Information Technology and Computer Science, Universiti Tun Hussein Onn Malaysia
Organizer: UTHM Artificial Intelligence Community
Role: Organizer
[Slide]
How to get started with AI/ML/DL? (Practical guide for beginner)
How to get started with AI/ML/DL? (Practical guide for beginner)
4 Oct 2018
Location: Computer Aided Room, Ground Floor, Faculty of Information Technology and Computer Science, Universiti Tun Hussein Onn Malaysia
Organizer: UTHM Artificial Intelligence Community
Role: Organizer & Speaker
[Slide]
4th International Conference on Science in Information Technology (ICSITech)
4th International Conference on Science in Information Technology (ICSITech)
30-31 Oct 2018
Location: Swiss Garden Hotel, Melaka
Organizer: Universiti Teknikal Malaysia Melaka (UTeM)
Role: Presenter
Achievement: Best Paper Award
Data Science & IoT Hands-On Workshop
Data Science & IoT Hands-On Workshop
23 May 2019
Location: Innovation labs, Universiti Tun Hussein Onn Malaysia
Organizer: UTHM-Fraundhofer Innovation lab
Role: Technical assistant
Speakers:
Dr. Lau Cher Han (LEAD)
John Tan (Maker Kluang)
Corporate Makeathon
Corporate Makeathon
20 - 22 Sept 2019
Location: Innovation labs, Universiti Tun Hussein Onn Malaysia
Organizer: Fraunhofer lEM
Challenge: How to revolutionize the instrument maintenance process of Petronas?
Role: Technical assistant
Training/Workshop/Course/Seminar
Training/Workshop/Course/Seminar
NVIDIA Deep Learning Institute
Date: 3 May 2017
Location: ASEAN Data Analytics exchange (ADAX), Kuala Lumpur
Topic covered:
Image Classification with DIGITS
Deep Learning for Image Segmentation
Neural Network Deployment with DIGITS and TensorRT
Deep Learning Malaysia May Meeting
Date: 17 May 2017
Location: Nettium Sdn Bhd
Topic covered:
Deep Learning Mini Series with DLM: Introduction to sentimental analysis - An NLP approach (Speaker: Prof. Dr. Chan Chee Seng)
Deep Learning Network (DNN) for beginners - Visualizing weights and biases (Speaker: Draco Chu)
NVIDIA Deep Learning Engines - FERMI and TESLA GPU Architecture
Date: 24 May 2017
Speaker: Prof. Dr Siti Mariyam Shamsuddin
Location: Al Marbawiy Hall, S45, C First, UTM
Online course on Deep Learning (Free course)
Date : 10 Jul – 17 Jul 2017
Speaker: Prof. Geoffrey Hinton, University of Toronto
Platform: Udacity (www.udacity.com)
TensorFlow and Deep Learning Malaysia Meetup (August Meetup)
Date: 23 Aug 2017
Location: ASEAN Data Analytics Exchange (ADAX), Level 27, Tower B, Vertical Business Suites Avenue 3, Bangsar South 59200, Malaysia
Organizer: TensorFlow and Deep Learning Malaysia
Speaker: Magzhan Kairanbay & Husein Zolkepli
TensorFlow and Deep Learning Malaysia Meetup (September Meetup)
Date: 20 Sept 2017
Location: Google Malaysia, Level 20, Axiata Tower, 9, Jalan Stesen Sentral 5, Kuala Lumpur 50470, Malaysia
Organizer: TensorFlow and Deep Learning Malaysia
Speaker: Dr. Chan Chee Seng (University of Malaya )
Deep Learning Malaysia Meeting
Deep Learning Malaysia Meeting
Date: 20 Dec 2017
Location: Lemon Treehouse Unit 3A-06, Tower A, Vertical Business Suite Bangsar South City, 8 Jalan Kerinchi 59200 Kuala Lumpur
Organizer: Deep Learning Malaysia
Speaker:
Dr. Chan Chee Seng, Dept. of AI, University of Malaya
Prof. Dr. Loo Chu Kiong, Dept. of AI, University of Malaya
TensorFlow Summit Extended KL Viewing Party and Meetup
TensorFlow Summit Extended KL Viewing Party and Meetup
Date: 4 Apr 2019
Location: ASEAN Data Analytics Exchange (ADAX), Level 27, Tower B, Vertical Business Suites Avenue 3, Bangsar South 59200, Malaysia
Organizer: TensorFlow and Deep Learning Malaysia
Speaker: Ralph Vincent Regalado GDE ML (Philippines)
Global Azure Bootcamp
Global Azure Bootcamp
Date: 27 April 2019
Location: aCAT Penang, 16, Gat Lebuh China, George Town, 10300 George Town, Pulau Pinang
Organizer: Microsoft Student
朝向工业4.0：从IoT科技开始，辅助21世纪工业
Date: 13 January 2021
Speaker: Assist. Prof. Ts. Dr. Goh Hock Guan
Organizer: UTAR Education Foundation
Platform: Zoom (8PM- 9PM)
Industry Morning Talk: Design Thinking and Agile – what is the connection? Reflections from a start-up.
Date: 21 January 2021
Speaker: Prof. Dr. Petteri Kaskenpalo
Organizer: International Coordinator Faculty Computer Science & Mathematics, OTH Regensburg
Platform: Zoom (3.30PM MYT)
References
References
Dr. Noorhaniza binti Hj . Wahid
Dr. Noorhaniza binti Hj . Wahid
Designation: Associate Professor
Address: Faculty of Information Technology and Computer Science, Universiti Tun Hussein Onn Malaysia
Email: nhaniza@uthm.edu.my
Phone: +6074533682
Dr. Ong Pauline
Dr. Ong Pauline
Designation: Associate Professor
Address: Faculty of Mechanical and Manufacturing Engineering, Universiti Tun Hussein Onn Malaysia
Email: ongp@uthm.edu.my
Phone: N/A
Dr. Chan Chee Wing
Dr. Chan Chee Wing
Designation: Medical Officer UG52
Address: Jabatan Anestesiologi, Hospital Sultanah Nora lsmail, 83000 Batu Pahat, Johor.
Email: cheewingchang@gmail.com
Phone: +60125197219
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