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Dr. Norasmadi Abdul Rahim

Associate Professor

Faculty of Electrical Engineering & Technology
Universiti Malaysia Perlis
Pauh Putra Campus
02600 Arau, Perlis, MALAYSIA

About Me

Dr Norasmadi leads and defines projects around pattern recognition and advanced signal processing at Universiti Malaysia Perlis (UniMAP). His work focuses on the design and development of an intelligent system to interact with the real-world problem.

PhD in Mechatronic Engineering
Universiti Malaysia Perlis, 2015
Pattern Recognition and Signal Processing

MSc in Electrical Engineering
Universiti Teknologi MARA, 2005
Advanced Signal Processing and System
Identification

BEng (Hons) in Electrical Engineering (Power)
Universiti Teknologi MARA, 2002
Power System and Fuzzy Logic Control

Diploma in Electrical Engineering (Power)
Universiti Teknologi MARA, 1999

Research Interest

Pattern Recognition, Ensemble Methods, System Identification, Signal Processing, Machine Learning, Deep Learning

Info

Line Following Robot, Sumo Robot, Internet-of -Things, Arduino, Raspberry Pi Pico, PIC18

Research Profile

32

Awards

8.308

Cumulative IF

12

Graduated Students

4

Active Students

99

Research Paper

35

Journal

62

Conference

2

Book Chapter

Research Skills

80%

Machine Learning

70%

Ensemble Method

40%

Deep Learning

70%

Embedded Systems

60%

System Identification

60%

Internet-of-Things

50%

Robotics

30%

Machine Vision

Selected Publication

No	Publications	Year
1	A.S. Abdull Sukor, L.M. Kamarudin, A. Zakaria, N. Abdul Rahim, S. Sudin, H. Nishizaki, "RSSI-Based for Device-Free Localization Using Deep Learning Technique", Journal of Smart Cities, Vol. 3, Issue 2, Pages 444-455 [Link]	2020
2	B.P. Ooi, N. Abdul Rahim, A. Zakaria, M.J. Masnan, S.A. Abdul Shukor, “Random Subspace Oracle (RSO) Ensemble to Solve Small Sample-Sized Classification Problems”, Journal of Intelligent & Fuzzy Systems, Vol. 36, Issue 4, Pages 3225-3234, (Q2 – Impact Factor: 1.637)	2019
3	A.S. Abdull Sukor, A. Zakaria, N. Abdul Rahim, L.M. Kamarudin, R. Setchi, H. Nishizaki, “A Hybrid Approach of Knowledge-Driven and Data-Driven Reasoning for Activity Recognition in Smart Homes”, Journal of Intelligent & Fuzzy Systems, Vol. 36, Issue 5, Pages 4177-4188, (Q2 – Impact Factor: 1.637)	2019
4	B.P. Ooi, N. Abdul Rahim, A. Zakaria, M.J. Masnan, S.A. Abdul Shukor, M.P. Paulraj, “Parametric Feature Selection for an Enhanced Random Linear Oracle Ensemble Method”, Journal of Telecommunication, Electronic and Computer Engineering, Vol. 10, No. 1-13, Pages111-116 [Link]	2018
5	A.S.A. Sukor, A. Zakaria, N. Abdul Rahim, R. Setchi, “Semantic Knowledge Base in Support of Activity Recognition in Smart Home Environments”, International Journal of Engineering & Technology, Vol. 7, No. 4.27, Pages 67-72 [Link]	2018
6	B.P. Ooi, N. Abdul Rahim, A. Zakaria, M.J. Masnan, S.A. Abdul Shukor, “An Enhanced Random Linear Oracle Ensemble Method using Feature Selection Approach based on Naïve Bayes Classifier”, Journal of Telecommunication, Electronic and Computer Engineering, Vol. 9, No. 4, Pages 69-77 [Link]	2017

No	Title	Grant	Duration	Role
1	RFID Hospital Asset Tracking and Monitoring System	UniPRIMA	2023-2024	Leader
2	Computer Vision based Pest Control in Smart Farming	UniPRIMA	2021-2023	Member
3	New Ensemble Classifier Algorithm Incorporating Deep Learning Dropout Approach for Small Sample-Sized Problems	FRGS	2020-2022	Leader
4	Optimisation of Stingless Bee Hive Conditions and Corresponding Parameters Utilising IoT and Machine Learning for Improved Honey Production	FRGS	2020-2022	Member
5	Design and Development of an Automatic Waterjet Fruit Peeling and Cutting Machine	UniPRIMA	2020-2022	Member
6	Intelligent Machine Learning Technique for Predicting the Moisture Distribution and Provide Quantification Assessment using Deep Convolutional Neural Network	TRGS	2019-2022	Member
7	Formulation of Microgrid Energy Management of Energy Internet Using Fuzzy Based Model Predictive Control	FRGS	2019-2021	Member
8	A New Multimodal Classification-based Method for 3D Point Cloud Big Data Management in Heritage Building Preservation	FRGS	2017-2020	Member

No	Title	Medal	Award	Year
1	IoT Betta Fish Aquaponic Monitoring System	Gold	iCompEx	2022
2	IoT Based Smart Betta Fish Aquaponic Monitoring System with Fish Disease Prediction	Silver	Niice	2022
3	A Cascade Hyperbolic Recognition using Hybrid Feature Extraction in Subsurface Mapping	Gold	iPerlis	2021
4	HA2MS: Honey Harvesting Monitoring System Silver	Silver	EREKA	2021
5	A Cascade Hyperbolic Recognition using Hybrid Feature Extraction in Subsurface Mapping	Bronze	EREKA	2021
6	IOT Monitoring System for Effective Harvesting of Stingless Bee Honey	Gold & Best	ViDE	2020
7	Smart Manufacturing: Voice Controlled Automation	1st Place	VINDREC	2018
8	IOT-ACT: An IOT-based Air Conditioning Control for Thermal Comfort	Silver	EREKA	2018
9	Occupational Noise Exposure Monitoring for Manufacturing Industries	Silver	EREKA	2017

No	Title	Degree	Year
1	Ooi Boon Pin (Main SV) - Diversity Injected Ensemble Model for Small Sample-sized Classification Problems	PhD	2024
2	Muhammad Ammar Asyraf Che Ali (co-SV) - Artificial Stingless Bee Hive Design Utilizing Embedded Fuzzy-IoT based Determining Hive Condition and Honey Volume	MSc	2024
3	Azarul Fahmin Ab Hamid (co-SV) - Analysis on Network Performance by Considering Doppler Shift Effect for Connected Car Wireless Mobile Communication	MSc	2022
4	Hayder Abdulazeez Yousif Al-Yasari (Main SV) – Evaluation of Lower Limb Muscles Fatigue in 400-Meters Sprinting using Three Pacing Strategies based on sEMG Signal	PhD	2020
5	Ahmad Nasrul Norali (co-SV) – Classification of Human Breathing Activity based on Electromyography Signal of Respiratory Muscles	PhD	2020
6	Yallini A/P Selva (co-SV) – Effect of Stability Exercises on 10M Air Rifle Shooting Performance	MSc	2020
7	Abdul Syafiq Abdull Sukor (co-SV) – Context-aware Activity Recognition and Abnormality Detection Approaches in Smart Home Environments	PhD	2019
8	Anwar Mohammed Ali (co-SV) – Smart Room Thermal Comfort Control using Fuzzy Inference System	MSc	2019
9	Marni Azira Markom (co-SV) – The Mobile Robot System for Mapping and Localisation Utilising Single Laser Range Finder in Static Environments	PhD	2018
10	Hayder Abdulazeez Yousif Al-Yasari (MAIN SV) – A Classification of EMG Signal from Masseter and Buccinators, Muscles to Control The Directional Movement of Power-Assisted Wheelchair	MSc	2016
11	Humairah Mansor (co-SV) – Development of Swarming Algorithm for Mobile Robot	MSc	2013
12	Aida Sharmila Wati Binti Wahab (co-SV) – Design of an Artificial Intelligent Diagnostic system for Tuberculosis Infection	MSc	2010

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