Staff Directory


Teddy Surya Gunawan

Academic Qualification

  • Ph.D in Electrical Engineering - Doctor of Philosophy, University of New South Wales
  • Master in Engineering - Masters Degree, Nanyang Technological University
  • Postgraduate Diploma in Islamic Studies (PGDIS) - Post Graduate Diploma, International Islamic University Malaysia
  • Bachelor in Electrical Engineering - Bachelor Degree, Institut Teknologi Bandung

Teddy Surya Gunawan (Prof. Ts. Dr.)

Professor
IIUM Gombak Campus

KULLIYYAH OF ENGINEERING


tsgunawan@iium.edu.my
4521


Expert Profile


Teddy Surya Gunawan received his BEng degree in Electrical Engineering with cum laude award from Institut Teknologi Bandung (ITB), Indonesia in 1998. He obtained his M.Eng degree in 2001 from the School of Computer Engineering at Nanyang Technological University, Singapore, and PhD degree in 2007 from the School of Electrical Engineering and Telecommunications, The University of New South Wales, Australia. His research interests are in speech and audio processing, biomedical signal processing and instrumentation, image and video processing, and parallel computing. He is currently an IEEE Senior Member (since 2012), was chairman of IEEE Instrumentation and Measurement Society – Malaysia Section (2013 and 2014), Professor (since 2019), Head of Department (2015-2016) at Department of Electrical and Computer Engineering, and Head of Programme Accreditation and Quality Assurance for Faculty of Engineering (2017-2018), International Islamic University Malaysia. He is Chartered Engineer (IET, UK) and Insinyur Profesional Madya (PII, Indonesia) since 2016, Insinyur Profesional Utama since 2021, and registered ASEAN engineer since 2018.


Area of Specialisation


  • Engineering Tech ~ Engineering And Technology ~ Electrical and Electronic Engineering ~ Signal Processing - Signal processing, parallel computing, IoT, instrumentation and control


Professional Membership


  • 2001: Member of Profesional Body / Association: (Member), Persatuan Insinyur Indonesia (PII)
  • 2014: Member of Profesional Body / Association: (Member), International Association of Engineers (IAENG)
  • 2015: Member of Profesional Body / Association: (Member), The Institution of Engineering and Technology
  • 2015: Member of Profesional Body / Association: (Member), Asia-Pacific Signal and Information Processing Association (APSIPA)


Teaching Responsibilities


ADVANCED COMPUTER COMMUNICATION NETWORKS 2021/2022
ADVANCED OPERATING SYSTEM 2020/2021 2019/2020 2018/2019 2017/2018 2016/2017 2015/2016
ADVANCED OPERATING SYSTEMS 2016/2017 2015/2016
AUTOMATION AND INSTRUMENTATION LAB 2023/2024
AUTOMATON AND INSTRUMENTATION LAB 2023/2024
CONTROL SYSTEMS 2017/2018 2015/2016 2014/2015 2013/2014 2012/2013 2011/2012 2010/2011 2009/2010 2008/2009 2007/2008
ELECTRIC CIRCUITS 2010/2011 2008/2009
ELECTRICAL AND COMPUTER ENGINEERING LAB III 2017/2018 2016/2017 2014/2015 2013/2014 2012/2013 2011/2012 2010/2011 2009/2010 2008/2009 2007/2008
ENGINEERING LAB I 2008/2009
FINAL YEAR PROJECT I 2023/2024 2020/2021 2019/2020 2018/2019
FINAL YEAR PROJECT II 2023/2024 2022/2023 2021/2022 2018/2019
INSTRUMENTATION, CONTROL AND AUTOMATION 2022/2023
INTEGRATED DESIGN PROJECT 2014/2015 2013/2014
OBJECT ORIENTED PROGRAMMING FOR ENGINEERS 2009/2010
OPERATING SYSTEM 2023/2024 2022/2023 2021/2022 2020/2021 2019/2020 2018/2019
OPERATING SYSTEMS 2023/2024 2020/2021 2019/2020 2018/2019 2017/2018 2016/2017 2015/2016
PARALLEL COMPUTING 2023/2024 2022/2023 2021/2022 2020/2021 2019/2020
PROJECT I 2012/2013 2011/2012 2010/2011
PROJECT II 2011/2012 2010/2011
Speech & Image Processing 2018/2019
SPEECH AND AUDIO PROCESSING 2021/2022 2020/2021 2019/2020 2018/2019 2017/2018 2016/2017
SPEECH AND IMAGE PROCESSING 2023/2024 2022/2023 2021/2022 2020/2021 2019/2020 2018/2019 2017/2018 2016/2017 2015/2016 2014/2015 2013/2014 2012/2013 2011/2012 2010/2011 2009/2010 2008/2009 2007/2008


Supervision


Control And Authentication Of A Fully Decentralized Pay-Per-Use Energy Trading Platform.
Ph.D Completed 2023 Co-supervisor
Adaptive Language Processing Unit For Malaysian Sign Language Synthesizer .
Ph.D Completed 2021 Co-supervisor
An Efficient Algorithm To Discover Colossal Closed Itemsets In High Dimensional Data .
Ph.D Completed 2020 Member Supervisory Committee
Optimization Of Selective Harmonic Elimination Technique For Cascaded Multilevel Inverter.
Ph.D Completed 2020 Co-supervisor
Genetically Optimized Bp-Ann For Parameter Estimation Of Time Varying Autoregressive Model.
Ph.D Completed 2018 Co-supervisor
Development Of An Adaptive Video Streaming In Heterogeneous Networks.
Ph.D Completed 2018 Co-supervisor
Speech Enhancement Algorithms Based On Wiener Filter And Compressive Sensing.
Ph.D Completed 2017 Main Supervisor
Human-Robot Interaction Using Decision Theoretic Planning Via Markov Decision Process.
Ph.D Completed 2017 Co-supervisor
Performance Analysis Of Model Predictive Control Based Energy Management System To Improve Energy Transmission.
Ph.D In Progress Co-supervisor
Pavement Crack Detection And Characterization Using Deep Learning And Pixel Level Segmentation.
Ph.D In Progress Co-supervisor
Model Predictive Control-Based Energy Management Framework For Isolated Microgrid.
Ph.D In Progress Co-supervisor
Intrusion Detection System Using Deep Learning For Cybersecurity Enhancement.
Master Completed 2022 Main Supervisor
Novel Pose Estimation Algorithm For Mobile Augmented Reality Based On Inertial Sensor Fusion .
Master Completed 2022 Co-supervisor
Image And Video Based Emotion Recognition Using Deep Learning.
Master Completed 2021 Main Supervisor
Speech Emotion Recognition Using Spectrograms And Convolutional Neural Networks .
Master Completed 2021 Main Supervisor
Speech Emotion Recognition Using Deep Neural Networks.
Master Completed 2020 Main Supervisor
Implementation Of Artificial Neural Network Algorithm For Classification Of Normal And Crackles Respiratory Sounds For Lung Cancer Screening.
Master Completed 2019 Co-supervisor
Development Of Arabic Word Pose Estimation Algorithm.
Master Completed 2019 Co-supervisor
Traffic Intensity Monitoring Using Multiple Object Detection With Traffic Surveillance Camera.
Master Completed 2018 Co-supervisor
Evaluating The Effect Of Viewing Angle In Different Conditions For Gait Recognition.
Master Completed 2015 Main Supervisor
Scalable Video Coding Over Wlan: Performance Evaluation And Optimization.
Master Completed 2015 Co-supervisor
Cardioid Graph Based Ecg Biometric Recognition Incorporating Physiological Variability.
Master Completed 2015 Co-supervisor
Development Of Automatic Number Plate Recognition On Android Mobile Phone Platforms.
Master Completed 2014 Main Supervisor
Leakage Current Paths In Transformer-Less Single-Phase Inverter Topology With Pwm Mitigation.
Master Completed 2014 Co-supervisor
Bimodal Person Identification Based On Speech And Hand Signature Recognition.
Master Completed 2012 Main Supervisor
An Adptive Algorithm Of Scalable Video Coding Over Wireless Lan (Wlan).
Master Completed 2011 Main Supervisor
Enhanced Visual Drone Detection Using Yolov8 Deep Learning Model.
Master In Progress Main Supervisor
Intrusion Detection System Using Machine Learning And Deep Learning Algorithms For Nacots System.
Master In Progress Main Supervisor
Photovoltaic Power Generation Forecasting Using Deep Learning Algorithms.
Master In Progress Main Supervisor
Hardware Design Of Portable Potentiostat For On-Site Covid-19 Detection.
Master In Progress Co-supervisor
Development Of Fluidic System For Electrochemical-Based Covid-19 Biosensor.
Master In Progress Co-supervisor
Energy Management System For Pv-Bess Islanded Microgrid Using Model Predictive Control.
Master In Progress Co-supervisor
Electricity Demand Forecasting In A Microgrid Utilizing Machine Learning Techniques..
Master In Progress Co-supervisor


Research Projects


Completed
2022 - 2023 SCITECH-DO WONDERS WITH STEM
2021 - 2022 SCITECH (Acculturation Science and Technology Among Underprivileged Children)
2019 - 2023 Prototype Development of an Integrated Parental Perinatal Depression and Anxiety Monitoring Systems
2019 - 2023 Empirical Model for Volatile Organic Compound Selectivity Prediction of Polymer-based Acoustic Wave Sensor Array through Machine Learning Algorithm
2018 - 2022 A Novel Pose Estimation Algorithm for Mobile AR via Inertial Sensing and Conditional Density Propagation
2018 - 2022 Speech Emotion Recognition and Depression Prediction based on Speech Analysis using Deep Neural Networks
2017 - 2020 Analyses of Infodemiology among Parents with Chronic Disease Children in Malaysia for improved Public Health Informatics
2016 - 2019 Investigation of Novel Algorithm using Features of Respiratory Sounds Abnormalities for Detection of Lung Cancer
2016 - 2019 Reduced-reference Metric Video Quality Metric using Spatial Information in Salient Regions
2016 - 2017 An Effective Hybrid Human Gait Recognition System Combining Independent Component Analysis and Total Silhouette Computation
2016 - 2019 Real-Time Data Retrieval and Sorting System for the IoT
2016 - 2018 Investigation on the Behaviour of Weapon Positioning System on Volatile Warship
2015 - 2019 Proposing with Analysis a Multi-Level Inverter Using Optimized Pulse-Width-Modulation Approach with Reduced Harmonics and Switching Losses
2015 - 2018 An Efficient Algorithm on Lossless Audio Compression using Optimized Linear Predictor and Entropy Coding for Multichannel Quranic Audio Recitation
2015 - 2019 Improving Prediction of Sukuk Rating through Ensemble Classifier Techniques of Data Mining
2015 - 2019 The Investigation on Arabic Word Pose Estimation Algorithm as Marker for Augmented Reality Application
2015 - 2018 Novel model of leakage current mechanisms in radiation hard Silicon Carbide Schottky Diodes
2014 - 2017 Study of Photoplethysmogram Based Biometric Identification Incorporating Different Age Groups and Physiological Conditions
2014 - 2016 Cardioid Based Graph ECG Biometric Recognition Incorporating Physiological Variability
2014 - 2017 Novel Method for Building Ancient Recombination Landscape using Archaic Human Genomes
2014 - 2016 Design and Development of Portable Classroom Attendance System Based on Fingerprint Biometric
2014 - 2019 An Efficient Algorithm to Discover Large and Frequent Itemset in High Dimensional Data
2012 - 2015 Robust adaptive control of nonlinear system application to flight control system
2011 - 2015 An Exploratory Study of Attitudes to ICT-related Environmental Issues and Initiatives among Students and Staff in Malaysian and Australian Higher Education Institutions (HEIs)
2011 - 2015 Development Of SQL And PLSQL Programming Workbook For Database Courses Using Islamic Scenario
2011 - 2013 Design and Develop A Prototype of Environment Friendly Hybrid
2011 - 2014 The Investigation of Location-based Query Implementation on Aid Distribution System During Disaster Recovery
2011 - 2011 Development of Final Year Project Portal for Engineering Degree Program
2011 - 2013 Bimodal Person Identification System Based on Speech and Signature Recognitions
2010 - 2012 Design and implementation of novel parallel speech processing algorithms on a multicore system
2010 - 2012 Development of Embedded system for remote operation of CNC milling
2010 - 2013 Novel Algorithms on Speech and Audio Coding Based on Compressive Sensing Principle
2009 - 2011 Development of fast mode Decision Algorithm for Efficient scalable video coding
2008 - 2010 Adaptive Video Coding Over Wireless Channel
On-Going
2023 - Present Investigation of Partial Discharge Recognition Techniques under DC Stress with Superimposed Voltage Disturbance
2023 - Present Artificial Intelligence Trade-Space Model for a System Incorporating Reliability, Cost and Maintainability: Case Study of Satellite Anomalies
2023 - Present Using Learning Analytics to Improve Online Teaching Pedagogy in Higher Education: A Multi-Dimensional Investigation
2022 - Present Energy Management System for RES and ESS Integration to the Islanded Microgrid
2022 - Present Nanosystem for Covid-19 DNA/Antibodies On The Spot Test (NACOTS) (CV02211032)
2019 - Present Artificial Intelligence aided algorithm to improve the detection of severity of curve in scoliotic spine
2019 - Present The Analytical Study of Environment, Social and Governance (ESG) Data to Improve the Effectiveness of the National Sustainable Development Goals (SDG) Reporting Using Artificial Intelligence
2018 - Present IIUM-UNIVERSITY LIMOGES (FRANCE) JOINT COLLABORATION PROGRAMME


Award & Recognition


18 Oct, 2023 Best Paper Award - 9th International Conference on Smart Instrumentation, Measurement, and Application 2023 International
04 Oct, 2023 Top 2% Scientist in the World 2023 in the field of Artificial Intelligence & Image Processing - Stanford University through Elsevier Data Repository International
11 Aug, 2023 Silver Medal - Malaysia Technology Expo 2023 National
14 Dec, 2022 National Research Award 2022 - Sultanate of Oman Ministry of Higher Education, Research and Innovation International
10 Dec, 2021 Top Researchers with the highest number of joint publications 2019-2021 - International Islamic University Malaysia University
25 Oct, 2020 Best Paper Award - Institute of Electrical and Electronics Engineers (IEEE) International
22 Feb, 2020 Silver Award, Malaysia Technology Expo 2020, the 19th International Expo on Invention and Innovations, Speech Emotion System for Customer Service - Others National
23 Sep, 2019 Gold Medal, PECIPTA 2019 (International Conference and Exposition on Inventions by Institutions of Higher Learning), S-Rater: Sukuk Rating Predictor Application using Ensemble Technique - Ministry of Higher Education National
23 Sep, 2019 Gold Medal, PECIPTA 2019 (International Conference and Exposition on Inventions by Institutions of Higher Learning), Speech Emotion Recognition and Depression Detection for Suicide Prevention using Deep Learning Algorithms - Ministry of Higher Education National
23 Sep, 2019 Silver Medal, PECIPTA 2019 (International Conference and Exposition on Inventions by Institutions of Higher Learning), Strive-School: Online Entrepreneurship School for Post-Disaster Areas - Ministry of Higher Education National
25 Jul, 2019 Best Researcher Award (Overall) - International Islamic University Malaysia University
22 Feb, 2012 Bronze Medal (Automatic Person Identification System using Handwritten Signatures) - IIUM Research, Invention and Innovation Exhibition 2012 (IRIIE 2012) University
22 Feb, 2012 Bronze Medal (Design and Implementation of Automatic Number Plate Recognition on Android Platform) - IIUM Research, Invention, and Innovation Exhibition 2012 (IRIIE 2012) University
22 Feb, 2012 Silver Medal (Development of Web Application for Muslim Traveller with Emphasis on Social Networking) - IIUM Research, Invention and Innovation Exhibition 2012 (IRIIE 2012) University
10 Feb, 2011 Bronze Medal (A Novel Multilayers Fast Mode Decision Algorithms for Efficient Scalable Video Coding) - IIUM Research, Invention and Innovation Exhibition 2011 (IRIIE 2011) University
10 Feb, 2011 Silver Medal (Development of Final Year Project Portal for Engineering Degree Programs) - IIUM Research, Invention and Innovation Exhibition 2011 (IRIIE 2011) University
27 Jan, 2010 Bronze Medal (Design and Implementation of Voice Security System using Matlab and Java) - IIUM Research, Invention and Innovation Exhibition 2010 (IRIIE 2010) University


Publications


Article

2024 Time domain speech enhancement with CNN and time-attention transformer. Digital Signal Processing, 147 () pp. 1-12
2023 A new ECG data processing approach to developing an accurate driving fatigue detection framework with heart rate variability analysis and ensemble learning. Information, 14 (4) pp. 1-25
2023 A novel digital forensic framework for data breach investigation. IEEE Access, 11 () pp. 42644-42659
2023 Clinical performance of reverse transcription loop mediated isothermal amplification COVID-19 assay on gold- nanoparticle-modified screen-printed Carbon Electrode using differential pulse voltammetry. Sensors and Materials, 35 (10) pp. 4731-4750
2023 Design and performance analysis of a fast 4-way set associative cache controller using Tree Pseudo Least Recently Used algorithm. Indonesian Journal of Electrical Engineering and Informatics, 11 (4) pp. 1050-1062
2023 Development and evaluation of a high-performance electrochemical potentiostat-based desktop application for rapid SARS-CoV-2 testing. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 11 (2) pp. 349-365
2023 ECG-based driving fatigue detection using heart rate variability analysis with mutual information. Information, 14 (10) pp. 1-41
2023 Efficient pavement crack detection and classification using custom YOLOv7 model. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 11 (1) pp. 119-132
2023 Enhanced emotion recognition in videos: a convolutional neural network strategy for human facial expression detection and classification. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 11 (1) pp. 286-299
2023 Fusion of speech and handwritten signatures biometrics for person identification. International Journal of Speech Technology, () pp. 1-18
2023 Machine learning-based pavement crack detection, classification, and characterization: a review. Bulletin of Electrical Engineering and Informatics, 12 (6) pp. 3601-3619
2023 Model predictive control based energy management system literature assessment for RES integration. Energies, 16 (8) pp. 1-27
2023 Multi-attention bottleneck for gated convolutional encoder-decoder-based speech enhancement. IEEE Acces, 11 () pp. 114172-114186
2023 NSE-CATNet: deep neural speech enhancement using convolutional attention transformer network. IEEE Access, 11 () pp. 66979- 66994
2023 Optimizing U-Net architecture with feed-forward neural networks for precise Cobb angle prediction in scoliosis diagnosis. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 11 (3) pp. 883-895
2023 Voltage instability and voltage regulating distribution transformer assessment under renewable energy penetration for low voltage distribution system. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 11 (3) pp. 673-684
2022 Blockchain: consensus algorithm key performance indicators, trade-offs, current trends, common drawbacks, and novel solution proposals. Mathematics, 10 (15) pp. 1-35
2022 CNN-LSTM: hybrid deep neural network for network intrusion detection system; a case. IEEE Access, 10 () pp. 99837-99849
2022 Detection of road cracks using Convolutional Neural Networks and Threshold Segmentation. Journal of Integrated and Advanced Engineering, 2 (2) pp. 123-134
2022 Development of Javanese speech emotion database (Java-SED). Indonesian Journal of Electrical Engineering and Informatics, 10 (3) pp. 584-591
2022 Fully decentralized, cost-effective energy demand response management system with a smart contracts-based optimal power flow solution for smart grids. Energies, 15 (12) pp. 1-27
2022 Information security risk assessment using situational awareness frameworks and application tools. Risks, 10 (8) pp. 1-26
2022 Lightweight cryptographic hash functions: design trends, comparative study, and future directions. IEEE Access, 10 () pp. 82272-82294
2022 Machine learning and deep learning approaches for cybersecurity: a review. IEEE ACCESS, 10 () pp. 19572-19585
2022 Machine learning-blockchain based autonomic peer-to-peer energy trading system. Applied Science, 12 (7) pp. 1-32
2022 On the audio-visual emotion recognition using convolutional neural networks and extreme learning machine. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 10 (3) pp. 684-697
2022 Robust decentralized proof of location for blockchain energy applications using game theory and random selection. Sustainability, 14 (10) pp. 1-24
2022 The development of water pollution detector using conductivity and turbidity principles. IIUM Engineering Journal, 23 (2) pp. 114-113
2021 A comprehensive review of speech emotion recognition systems. IEEE Access, 9 () pp. 47795-47814
2021 Adaptive language processing unit for Malaysian sign language synthesizer. IAES International Journal of Robotics and Automation (IJRA), 10 (4) pp. 326-339
2021 Autonomous surface vessel for search and rescue operation. Bulletin of Electrical Engineering and Informatics, 10 (3) pp. 1701-1708
2021 Detecting emotions and depression through voice. Asia Research News, 04 February 2021 () pp.
2021 Development of digital signage for primary school using raspberry pi. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12 (3) pp. 1394-1399
2021 Factors affecting continued use of online health information seeking behaviour among parents in developing countries. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12 (3) pp. 1371-1376
2021 Fast COVID-19 Detection of Chest X-Ray Images Using Single Shot Detection MobileNet Convolutional Neural Networks. Journal of Southwest Jiaotong University, 56 (2) pp. 235-248
2021 Machine-learning-based evaluation of corrosion under insulation in ferromagnetic structures. IIUM Engineering Journal, 22 (2) pp. 226-233
2021 Pose estimation algorithm for mobile Augmented Reality based on inertial sensor fusion. International Journal of Electrical and Computer Engineering (IJECE), () pp.
2021 PURA-SCIS protocol: a novel solution for cloud-based information sharing protection for sectoral organizations. Symmetry, 13 (12) pp. 1-22
2021 Self-detection of early breast cancer application with infrared camera and deep learning. MDPI Electronics Journal, 10 (20) pp. 1-18
2021 Thermal-based early breast cancer detection using inception V3, inception V4 and modified inception MV4. Neural Computing and Applications, Early Access (online) pp. 1-16
2020 A real-time mobile notification system for inventory stock out detection using SIFT and RANSAC. International Journal of Interactive Mobile Technologies (iJIM), 14 (5) pp. 32-46
2020 A systematic review of breast cancer detection using thermography and neural networks. IEEE Access, 8 () pp. 208922-208937
2020 A text mining analytics on online forum medical queries among parents with diabetic children. Journal of Pharmacy and Bioallied Sciences, 2 (Supp2) pp. 933-933
2020 An efficient algorithm for cardiac arrhythmia classification using ensemble of depthwise Separable convolutional neural networks. Applied Sciences, 10 (2) pp. 483-499
2020 Design of travel angle control of quanser bench-top helicopter using mamdani-based fuzzy logic controller. Indonesian Journal of Electrical Engineering and Computer Science, 17 (2) pp. 815-824
2020 Development of control system for quadrotor unmanned aerial vehicle using LoRa wireless and GPS tracking. Telkomnika (Telecommunication Computing Electronics and Control), 18 (5) pp. 2674-2681
2020 Development of video-based emotion recognition using deep learning with Google colab. Telkomnika, 18 (5) pp. 2463-2471
2020 Factors affecting continued use of online health information seeking behaviour among parents in developing countries. International Journal of Evaluation and Research in Education (IJERE), () pp.
2020 Fast and accurate algorithm for ECG authentication using residual depthwise separable convolutional neural networks. Applied Sciences, 10 (9) pp. 1-15
2020 On the review of image and video-based depression detection using machine learning. Indonesian Journal of Electrical Engineering and Computer Science, 19 (3) pp. 1677-1684
2020 Safety and security solution for school bus through RFID and GSM technologies. Safety and security solution for school bus through RFID and GSM technologies, 17 (2) pp. 804-814
2019 A Comparative study of total harmonics distortion between Spwm and She-Pwm modulation techniques for inverters.. Journal of Electrical Power and Electronics System, 1 (1) pp. 1-5
2019 A critical insight into multi-languages speech emotion databases. Bulletin of Electrical Engineering and Informatics, 8 (4) pp. 1312-1323
2019 A novel optimization harmonic elimination technique for cascaded multilevel inverter. Bulletin of Electrical Engineering and Informatics, 8 (2) pp. 405-413
2019 Cyberbullying in e-learning platform: an exploratory study through text mining analytics. Journal of Information Systems and Digital Technologies, 1 (2) pp. 40-47
2019 Design of power factor meter using internet of things for power factor improvement, remote monitoring and data logging. Indonesian Journal of Electrical Engineering and Computer Science, 17 (2) pp. 700-709
2019 Investigation of lower limb’s muscles activity during performance of salat between two age groups. Indonesian Journal of Electrical and Computer science, 14 (2) pp. 608-617
2019 On the use of voice activity detection in speech emotion recognition. Bulletin of Electrical Engineering and Informatics, 8 (4) pp. 1324-1332
2019 Performance evaluation of portable air quality measurement system using raspberry Pi for remote monitoring. Indonesian Journal of Electrical Engineering and Computer Science, 17 (2) pp. 564-574
2019 The disruptometer: an artificial intelligence algorithm for market insights. Bulletin of Electrical Engineering and Informatics, 8 (2) pp. 727-734
2018 A review on emotion recognition algorithms using speech analysis. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 6 (1) pp. 12-20
2018 Classification of normal and crackles respiratory sounds into healthy and lung cancer groups. International Journal of Electrical and Computer Engineering (IJECE), 8 (3) pp. 11530-1538
2018 Comparison of entropy coding mechanism on IEEE1857.2 lossless audio compression standard. Indonesian Journal of Electrical Engineering and Computer Science, 10 (1) pp. 176-183
2018 Concealment of files blocked by Gmail with EOF-based image steganography. Indonesian Journal of Electrical Engineering and Computer Science, 12 (2) pp. 716-721
2018 Decision tree optimization for sukuk rating prediction. Journal of Fundamental and Applied Science, 10 (2S) pp. 323-332
2018 Design and implementation of portable outdoor air quality measurement systemn using Arduino. International Journal of Electrical and Computer Engineering (IJECE), 8 (1) pp. 280-290
2018 Design of microstrip hairpin bandpass filter for 2.9 GHz – 3.1 GHz s-band radar with defected ground structure. Malaysian Journal of Fundamental and Applied Sciences (MJFAS), 14 (4) pp. 448-455
2018 Design of microstrip hairpin bandpass filter for 2.9 GHz – 3.1 GHz Sband radar with defected ground structure. Malaysian Journal of Fundamental and Applied Science, 14 (4 (October-December)) pp. 448-455
2018 Development of English handwritten recognition using deep neural network. Indonesian Journal of Electrical Engineering and Computer Science, 10 (2) pp. 562-568
2018 Development of Quran reciter identification system using MFCC and GMM classifier. International Journal of Electrical and Computer Engineering (IJECE), 8 (1) pp. 372-378
2018 Development of quranic reciter identification system using MFCC and GMM classifier. International Journal of Electrical and Computer Engineering, 8 (1) pp. 372-378
2018 Development of smart chicken poultry farm. Indonesian Journal of Electrical Engineering and Computer Science, 10 (2) pp. 498-505
2018 Implementation of fuzzy logic control system on rotary car parking system prototype. Indonesian Journal of Electrical Engineering and Computer Science, 12 (2) pp. 706-715
2018 Measuring the road traffic intensity using neural network with computer vision. Indonesian Journal of Electrical Engineering and Computer Science, 10 (1) pp. 184-190
2018 On the comparison of line spectral frequencies and mel-frequency cepstral coefficients using feedforward neural network for language identification. Indonesian Journal of Electrical Engineering and Computer Science, 10 (1) pp. 168-175
2018 On the review and setup of security audit using Kali Linux. Indonesian Journal of Electrical Engineering and Computer Science, 11 (1) pp. 51-59
2018 On the use of edge features and exponential decaying number of nodes in the hidden layers for handwritten signature recognition. Indonesian Journal of Electrical Engineering and Computer Science, 12 (2) pp. 722-728
2018 Penetration testing using Kali Linux: SQL injection, XSS, Wordpress, and WPA2 attacks. Indonesian Journal of Electrical Engineering and Computer Science, 12 (2) pp. 729-737
2018 Performance evaluation of multichannel audio compression. Indonesian Journal of Electrical Engineering and Computer Science, 10 (1) pp. 146-153
2018 Performance evaluation of smart home system using Internet of things. International Journal of Electrical and Computer Engineering (IJECE), 8 (1) pp. 400-411
2018 Speech emotion recognition using deep feedforward neural network. Indonesian Journal of Electrical Engineering and Computer Science, 10 (2) pp. 554-561
2018 Sukuk rating prediction using voting ensemble strategy. International Journal of Electrical and Computer Engineering (IJECE), 8 (1) pp. 299-304
2017 A dynamic bandwidth schemes base on adaptive video streaming. Transylvanian Review, XXV (22) pp. 5709-5718
2017 Artificial neural network based fast edge detection algorithm for MRI medical images. Indonesian Journal of Electrical Engineering and Computer Science, 7 (1) pp. 123-130
2017 Design of automatic number plate recognition on android smartphone platform. Indonesian Journal of Electrical Engineering and Computer Science, 5 (1) pp. 99-108
2017 Development of educational game for primary school mathematics using Microsoft Kinect. Indonesian Journal of Electrical Engineering and Computer Science, 6 (2) pp. 457-463
2017 Development of efficient iris identification algorithm using wavelet packets for smartphone application. Indonesian Journal of Electrical Engineering and Computer Science, 8 (2) pp. 450-456
2017 Development of face recognition on raspberry Pi for security enhancement of smart home system. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 5 (4) pp. 317-325
2017 Development of language identification using line spectral frequencies and learning vector quantization networks. Journal of Telecommunication, Electronic and Computer Engineering, 9 (3-7) pp. 21-27
2017 Development of photo forensics algorithm by detecting photoshop manipulation using error level analysis. Indonesian Journal of Electrical Engineering and Computer Science, 7 (1) pp. 131-137
2017 Digital photography based food intake prediction using artificial neural network. Malaysian Journal of Medicine, 72 (Supplement 1) pp. 20-20
2017 Edge detection of MRI images using artificial neural network. The Medical Journal of Malaysia, 72 (Supplement 1) pp. 22-22
2017 Evaluating the effect of viewing angle in different conditions for gait recognition. ARPN Journal of Engineering and Applied Sciences, 12 (16) pp. 4729-4735
2017 Investigation of lossless audio compression using IEEE 1857.2 advanced audio coding. Indonesian Journal of Electrical Engineering and Computer Science, 6 (2) pp. 422-420
2017 Performance evaluation of automatic number plate recognition on android smartphone platform. International Journal of Electrical and Computer Engineering, 7 (3) pp. 1941-1951
2017 Prototype design of smart home system using internet of things. Indonesian Journal of Electrical Engineering and Computer Science, 7 (1) pp. 107-115
2017 Single channel speech enhancement using Wiener filter and compressive sensing. International Journal of Electrical and Computer Engineering (IJECE), 7 (3) pp. 1941-1951
2017 Survey on language processing algorithm for sign language synthesizer. International Journal on Robotics and Mechatronics, 4 (2) pp. 39-49
2016 Development of Quran reciter identification system using MFCC and neural network. TELKOMNIKA Indonesian Journal of Electrical Engineering, 17 (1) pp. 168-175
2016 Fingerprint biometric systems. Trends in Bioinformatics, 9 (2) pp. 52-58
2016 Portable anti forgery recognition for attendance system using fingerprint based biometric. ARPN Journal of Engineering and Applied Sciences, 11 (1) pp. 396-403
2016 Possibility of using interdigital sensor (IDS) in estimating different level of blood glucose. Sindh University Research Journal (Science Series), 48 (4D) pp. 209-212
2016 QFT controller for nonlinear system application to 3-DOF flight control module. ARPN Journal of Engineering and Applied Sciences, 11 (6) pp. 4172-4175
2016 Review of parameter estimation techniques for time-varying autoregressive models of biomedical signals. International Journal of Signal Processing Systems, 4 (3) pp. 220-225
2016 Speech enhancement based on wiener filter and compressive sensing. Indonesian Journal of Electrical Engineering and Computer Science, 2 (2) pp. 367-379
2016 Travel angle control of quanser bench-top helicopter based on quantitative feedback theory technique. Indonesian Journal of Electrical Engineering and Computer Science, 1 (2) pp. 310-318
2015 Performance comparisons between PID and adaptive PID controllers for travel angle control of a bench-top helicopter. International Journal of Electronics, Electrical and Communication Engineering, 9 (1) pp. 35-40
2015 Robust control of bench-top helicopter using quantitative feedback theory. TELKOMNIKA Indonesian Journal of Electrical Engineering, 14 (3) pp. 500-507
2014 Green IT attitude and behaviour in higher education institution: a gender perspective. Journal of Applied Sciences, 14 (7) pp. 714-718
2013 Development of portable automatic number plate recognition system on android mobile phone. IOP Conference Series: Materials Science and Engineering, 53 (012066) pp. 1-10
2013 Human gait recognition and classification using similarity index for various conditions . IOP Conference Series: Materials Science and Engineering, 53 (Conf.1) pp. 012069-1
2013 Speech enhancement based on compressive sensing algorithm. IOP Conference Series: Materials Science and EngineeringEmail alert RSS feed, 53 () pp. 012076
2013 Towards a sign language synthesizer: a bridge to communication gap of the hearing/speech impaired community. IOP Conference Series: Materials Science and Engineering, 53 () pp. 012072 (1)-012072 (7)
2013 Wavelet cesptral coefficients for isolated speech recognition. TELKOMNIKA Indonesian Journal of Electrical Engineering, 11 (5) pp. 2731-2738
2012 Development of a electrically inspired low emission microcontroller based hybrid vehicle. American Journal of Applied Sciences , 9 (10) pp. 1729-1735
2012 Development of low bit rate speech encoder based on vector quantization and compressive sensing. Journal of Applied Sciences, () pp. 1-11
2012 Modelling and control of laboratory scale conveyor belt type grain dryer plant . Journal of Food, Agriculture & Environment , 10 (2) pp. 1384-1388
2012 Parallelization of speech compression based algorithm based on human auditory system on multicore system. Journal of Applied Sciences, 12 (4) pp. 375-380
2011 Low bit rate video coding for remote desktop operation of CNC milling . Advanced Materials Research, 264 () pp. 1631-1636
2011 Multilayers fast mode decision algorithms for scalable video coding . Australian Journal of Basic and Applied Sciences, 5 (12) pp. 3209-3216
2010 Complexity evaluation in scalable video coding. Advances Multimedia - an International Journal (AMIJ), 1 (1) pp. 12-25
2010 Forward masking threshold estimation using neural networks and its application to parallel speech enhancement. IIUM Engineering Journal, 11 (1) pp. 15-26
2010 Perceptual speech enhancement exploiting temporal masking properties of human auditory system. Speech Communication, 52 (5) pp. 381-393
2009 New approach of hidden data in the portable executable file without change the size of carrier file using statistical technique. International Journal of Computer Science and Network Security (IJCSNS), 9 (7) pp. 218-224
2009 Novel framework for hidden data in the image page within executable file using computation between advanced encryption standard and distortion techniques. International Journal of Computer Science and Information Security, 3 (1) pp. 1-6
2007 SMaTTS: standard malay text to speech system. International Journal of Electrical and Computer Engineering, 4 (2) pp. 285-293
Conference or Workshop Item

2024 Comparative analysis of MLP and CNN-LSTM models for solar power generation forecasting. In: IEEE 9th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2023),
2024 Enhancing public transportation detection using YOLOv5. In: IEEE 9th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2023),
2024 Optimizing livestock productivity with computer vision-based cow estrus detection in free stall barns using various YOLOv8 models. In: IEEE 9th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2023),
2024 Palm fruit ripeness detection and classification using various YOLOv8 models. In: IEEE 9th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2023),
2024 Real-time safety helmet detection using enhanced YOLOv5 object detection. In: IEEE 9th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2023),
2023 Deep learning-based high performance intrusion detection system for imbalanced datasets. In: 2023 9th International Conference on Wireless and Telematics (ICWT),
2023 Design and development of an intuitive desktop application for rapid SARS-CoV-2 diagnosis using electrochemical potentiostat. In: 9th International Conference on Computer and Communication Engineering, ICCCE 2023,
2023 Development of an iOS application leveraging PalmSens MethodSCRIPT for rapid COVID-19 detection. In: IEEE 9th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2023),
2023 Development of sorrow analysis dataset for speech depression prediction. In: 2023 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2023,
2023 Development of U-Net architecture for audio super resolution. In: 2023 9th International Conference on Computer and Communication Engineering (ICCCE),
2023 Prototype development of speech depression prediction system using TensorFlow lite on edge computing. In: 2023 9th International Conference on Wireless and Telematics (ICWT),
2022 Automatic watering system for smart agriculture using ESP32 platform. In: 2022 IEEE 8th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA),
2022 CNN-IDS: Convolutional Neural Network for network intrusion detection system. In: 2022 8th International Conference on Wireless and Telematics (ICWT),
2022 Completion of contingency ranking selection (N-1) using ant colony optimization algorithm on 500 kV JAMALI system. In: 18th IEEE International Colloquium on Signal Processing and Applications, CSPA 2022,
2022 Confluence of edge computing and deep learning. In: 3rd International Conference on Information Technology, Advanced Mechanical and Electrical Engineering (ICITAMEE 2022),
2022 Design of Brent Kung Prefix form Carry Look Ahead adder. In: 2022 8th International Conference on Wireless and Telematics (ICWT),
2022 Development of a lightweight IoT security system. In: 2022 8th International Conference on Wireless and Telematics (ICWT),
2022 Development of intrusion detection system using residual feedforward neural network algorithm. In: 2021 4th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI),
2022 Development of Scoliotic spine severity detection using deep learning Algorithms. In: The 2022 IEEE 12th Annual Computing and Communication Workshop and Conference,
2022 Development of seven segment display recognition using TensorFlow on Raspberry Pi. In: 2022 IEEE 8th International Conference on Computing, Engineering and Design (ICCED),
2022 Development of video-based emotion recognition system using transfer learning. In: 2022 IEEE 8th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA),
2022 Development of visual dashboard for river monitoring system. In: 2022 IEEE 8th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA),
2022 Development of water pollution monitoring and data logging using ARM Mbed platform. In: 2022 IEEE 8th International Conference on Computing, Engineering and Design (ICCED),
2022 Evaluation of portable potentiostats for electrochemical measurements: Voltammetry and Impedance spectroscopy. In: 2022 IEEE 8th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA),
2022 Firefighting robot based on IoT and ban levels technique. In: 2022 IEEE 8th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA),
2022 Fuzzy logic controller of indoor air quality monitoring and control system for risk reduction of Covid-19 transmission. In: 2022 IEEE 8th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA),
2022 Human activity and posture classification using smartphone sensors and Matlab mobile. In: 2022 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2022,
2022 Implementation of an E-voting prototype using Ethereum blockchain in Ganache network. In: 2022 IEEE 18th International Colloquium on Signal Processing and Applications, CSPA 2022 - Proceeding,
2022 Intelligent traffic lights using Q-learning. In: 2022 IEEE 8th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA),
2022 Investigation of fluid flow system performance for biosensor application. In: 2022 IEEE 8th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA),
2022 Malaria parasite detection and classification using CNN and YOLOv5 architectures. In: 2022 IEEE 8th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA),
2022 Performance comparison of various YOLO architectures on object detection of UAV images. In: 2022 IEEE 8th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA),
2022 Tributary water depth and velocity remote monitoring system using Arduino and LoRa. In: 2022 IEEE 8th International Conference on Computing, Engineering and Design (ICCED),
2021 A Comparative Analysis of Feature Extraction Algorithms for Augmented Reality Applications. In: 2021 IEEE 7th International Conference on Smart Instrumentation, Measurement and Applications,
2021 Automatic breast cancer detection using inception V3 in thermography. In: 2021 8th International Conference on Computer and Communication Engineering (ICCCE),
2021 Design of a Speech Anger Recognition System on Arduino NANO 33 BLE Sense. In: 2021 IEEE 7th International Conference on Smart Instrumentation, Measurement and Applications,
2021 Development of Image-Based Emotion Recognition using Convolutional Neural Networks. In: 2021 IEEE 7th International Conference on Smart Instrumentation, Measurement and Applications,
2021 Development of intelligent telegram Chatbot using natural language processing. In: 7th International Conference on Wireless and Telematics (ICWT) 2021,
2021 Development of smart alarm based on sleep cycle analysis. In: 2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC),
2021 eLearning Readiness of Higher Education Institutions Students during Pandemic: Domain and Gender Perspectives. In: 2021 IEEE 7th International Conference on Smart Instrumentation, Measurement and Applications,
2021 On the evaluation of DHT22 temperature sensor for IoT application. In: 2021 8th International Conference on Computer and Communication Engineering (ICCCE),
2021 Precision chemical compounds analysis in chemical tank reactors using conductivity analysis and model predictive control. In: 2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC),
2021 Prototype development of vehicle collision avoidance system using Arduino. In: 2021 IEEE 7th International Conference on Smart Instrumentation, Measurement and Applications,
2021 Real-time outdoor air quality monitoring system. In: 2021 IEEE 7th International Conference on Smart Instrumentation, Measurement and Applications,
2021 Real-Time Voice-Controlled Game Interaction using Convolutional Neural Networks. In: 2021 IEEE 7th International Conference on Smart Instrumentation, Measurement and Applications,
2021 Recent advances in IoT, AI, and national technology resilience. In: The 6th International Conference on Informatics and Computing (ICIC) 2021,
2021 Stride based Convolutional Neural Network for Speech Emotion Recognition. In: 2021 IEEE 7th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA2021),
2020 A conceptual paper on the influence socio-economic status on attitude towards online health information seeking behavior: a Malaysian women context. In: The 8th International Conference on Cyber and IT Service Management (CITSM 2020),
2020 A summarization of the visual depression databases for depression detection. In: 6th International Conference on Wireless and Telematics (ICWT) 2020,
2020 Development of very low frequency data acquisition system using Raspberry Pi. In: 8th International Conference on Information Technology for Cyber and IT Service Management (CITSM 2020),
2020 Development of voice-based smart home security system using Google voice kit. In: 6th International Conference on Wireless and Telematics (ICWT) 2020,
2020 Final year project writing: how to write like a professional writer. In: ECE FYP1 Briefing,
2020 Introduction to signal processing and machine learning. In: Webinar Ilmu Komputer,
2020 Introduction to signal processing and machine learning and its relation to IR 4.0. In: Webinar on Development and Implementation of Artificial Intelligence in the Era of Industrial Revolution 4.0 and Society 5.0,
2020 IoT Security: IoT framework, current trends, and recent advances. In: Webinar on The Science of Big Data, Security, and Best Practice of IoT,
2020 Recent advances in Internet of things and edge computing. In: Seminar Nastional Teknik Elektro (SENTER) 2020,
2020 Recent advances in IoT, edge computing and its applications. In: The 2nd TALENTA International Conference on Science and Technology 2020,
2020 Security enhancement of smart home system using signature recognition on Raspberry Pi. In: 6th International Conference on Wireless and Telematics (ICWT) 2020,
2020 Social network analysis using Python data mining. In: 8th International Conference on Information Technology for Cyber and IT Service Management (CITSM 2020),
2020 Speech emotion recognition using convolution neural networks and deep stride convolutional neural networks. In: 6th International Conference on Wireless and Telematics (ICWT) 2020,
2020 The influence of gender and level of education on motivations for seeking health information online among parents. In: The 8th International Conference on Cyber and IT Service Management (CITSM 2020),
2020 Writing Science: write papers that get cited and proposals that get funded. In: Webinar on Engineering Series: Pelatihan Penulisan Artikel Ilmiah Internasional,
2019 Comparative analysis of gender identification using speech analysis and higher order statistics. In: 2019 IEEE 6th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2019),
2019 Cyberbullying in e-Learning platform: a text mining analytics. In: International Conference on E-Learning 2019,
2019 Development of smart chicken poultry farm using RTOS on Arduino. In: 2019 IEEE 6th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2019),
2019 Development of social network analysis platform. In: 2019 IEEE 6th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2019),
2019 Feature selection for financial data classification: Islamic finance application. In: 2018 IEEE 5th International Conference on Smart Instrumentation, Measurement and Application (ICSIMA),
2019 Food intake calorie prediction using generalized regression neural network. In: 2018 IEEE 5th International Conference on Smart Instrumentation, Measurement and Application (ICSIMA),
2019 Herb leaves pattern recognition using digital microscope and deep learning. In: International Conference on Universal Wellbeing (ICUW2019),
2019 Mamdani-based fuzzy logic controller for travel angle control of bench-top helicopter. In: 2018 IEEE 5th International Conference on Smart Instrumentation, Measurement and Application (ICSIMA),
2019 Mobile application for Halal food ingredients identification using optical character recognition. In: 2018 IEEE 5th International Conference on Smart Instrumentation, Measurement and Application (ICSIMA),
2019 On the optimum speech segment length for depression detection. In: 2019 IEEE 6th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2019),
2019 On the selection of culminating courses for outcome-based education evaluation at engineering education. In: International Conference on E-Learning 2019,
2019 Performance evaluation for SE 113 flow control system plant using self-tuning fuzzy PI controller. In: 5th IEEE International Conference on Smart Instrumentation, Measurement and Application (ICSIMA 2018),
2018 A systematic approach for developing course learning outcomes to fulfill accreditation requirements in Malaysia. In: 7th World Engineering Education Forum 2017,
2018 Analysis of adaptive video streaming for users with demand heterogeneity. In: 4th IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA) 2017,
2018 Development of air quality measurement system using raspberry Pi. In: 2018 IEEE 5th International Conference on Smart Instrumentation, Measurement and Application (ICSIMA),
2018 Development of offline handwritten signature authentication using artificial neural network. In: International Conference on Computing, Engineering, and Design (ICCED 2017),
2018 Development of power factor meter using Arduino. In: 2018 IEEE 5th International Conference on Smart Instrumentation, Measurement and Application (ICSIMA),
2018 Development of school bus security system based on RFID and GSM technologies for Klang Valley Area. In: 2018 IEEE 5th International Conference on Smart Instrumentation, Measurement and Application (ICSIMA),
2018 Effect of duty cycle on THD for multilevel inverter based on selective harmonic elimination technique. In: 2018 7th International Conference on Computer Communication Engineering (ICCCE2018),
2018 Investigation of lower limb's muscle activity during performance of solat between two groups. In: 4th International Conference on Electronic Design(ICED 2018),
2018 Kinematic analysis of rotary car parking system mechanism. In: 4th IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2017,
2018 Nonstationary signal reconstruction from TVAR coefficients. In: 4th IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2017,
2018 Online information seeking behavior for cancer related disease: A developed and developing country comparison. In: International Conference on Computing, Engineering, and Design (ICCED) 2017,
2018 Performance evaluation for SE113 flow control system plant using self-tuning fuzzy PI controller. In: 2018 IEEE 5th International Conference on Smart Instrumentation, Measurement and Application (ICSIMA),
2017 A comparative study between SPWM and SHE-PWM modulation techniques for DC-AC inverters. In: IEEE 3rd International Conference on Engineering, Technologies and Social Sciences 2017 (ICETSS-2017),
2017 A review of lossless audio compression standards and algorithms. In: International Conference on Electrical and Electronic Engineering 2017 (IC3E2017),
2017 Design and development of wireless PPG data acquisition for health monitoring application using bluetooth module. In: 14th Student Conference on Research and Development, IEEE (SCOReD2016),
2017 Development of fuzzy logic controller for Quanser bench-top helicopter. In: 6th International Conference on Mechatronics (ICOM'17),
2017 Development of language identification system using MFCC and vector quantization. In: 4th IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA) 2017,
2017 Development of modular smart farm system. In: 4th IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA) 2017,
2017 Investigation of various algorithms on multichannel audio compression. In: 2017 IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2017),
2017 Low altitude balloon IoT tracker. In: 4th IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA) 2017,
2017 Miniaturized water flow and level monitoring system for flood disaster early warning. In: IOP Conf. Series: Materials Science and Engineering 260 (2017),
2017 Performance analysis of IEEE 1857.2 lossless audio compression linear predictor algorithm. In: 4th IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA) 2017,
2017 Refined adaptive video quality demands over heterogeneous networks. In: 4th IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA) 2017,
2017 Selective harmonics elimination technique in single phase unipolar H -bridge inverter. In: 14th Student Conference on Research and Development, IEEE (SCOReD2016),
2017 The development of a smart food container for balanced diet intake. In: 5th Asia Pacific Conference on Public Health Supplement 2017,
2017 Traffic intensity monitoring using multiple object detection with traffic surveillance cameras. In: 2017 IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2017),
2016 An activity monitoring system for senior citizens living independently using capacitive sensing technique. In: Conference Record - IEEE Instrumentation and Measurement Technology Conference,
2016 Effect of modulation index of pulse width modulation inverter on total harmonic distortion for sinusoidal. In: International Conference on Intelligent Systems Engineering,
2016 Effect of modulation index of pulse width modulation inverter on total harmonic distortion for sinusoidal. In: "International Conference on Intelligent Systems Engineering, ICISE 2016",
2016 Modulation optimization effect on total harmonic distortion of single phase H-bridge inverter based selective harmonics E limination technique. In: 6th International Conference on Computer and Communication Engineering (ICCCE 2016),
2016 On the characteristics of various Quranic recitation for lossless audio coding application. In: 6th International Conference on Computer and Communication Engineering (ICCCE 2016),
2016 Speech enhancement in non-stationary noise using compressive sensing. In: 6th International Conference on Computer and Communication Engineering (ICCCE 2016),
2014 A comparative analysis of QRS and cardioid graph based ECG biometric recognition in different physiological conditions. In: IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA2014),
2014 Complexity algorithm analysis for edit distance. In: 5th International Conference on Computer and Communication Engineering (ICCCE2014),
2014 Design and development of portable classroom attendance system based on arduino and fingerprint biometric. In: 5th International Conference on Information and Communication Technology for The Muslim World (ICT4M 2014),
2014 Development of robust quantitative feedback theory controller for quanser bench-top helicopter. In: IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2014),
2014 Evaluation of the effect of walking speeds on human gait recognition. In: IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2014),
2014 Evaluation of various leakage current paths with different switching conditions. In: 5th International Conference on Computer and Communication Engineering (ICCCE2014),
2014 Human gait recognition: viewing angle effect on normal walking pattern. In: 5th International Conference on Computer and Communication Engineering (ICCCE 2014),
2014 Improvement of wiener filter based speech enhancement using compressive sensing. In: IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2014),
2014 Qualitative analysis on watermarking algorithm for large resolution camera phone image. In: 5th International Conference on Computer and Communication Engineering (ICCCE2014),
2014 Robust adaptive LQR control of nonlinear system application to 3-Dof flight control system. In: IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2014),
2014 S-Rater: data mining application in Islamic financial sector. In: 2014 5th International Conference on Information and Communication Technology for The Muslim World (ICT4M 2014),
2014 Self-tuning deadbeat PD controller for pitch angle control of a bench-top helicopter. In: 5th International Conference on Computer and Communication Engineering (ICCCE 2014),
2014 Wireless power transmission system based on magnetic inductive resonance of couple circuit. In: International Conference on Computer and Communication Engineering (ICCCE2014),
2014 Word classification for sign language synthesizer using hidden Markov model. In: 5th International Conference on Information & Communication Technology for The Muslim World (ICT4M 2014),
2013 A conceptual framework for assessing electronic banking continued use. In: 2013 8th International Conference on Information Technology in Asia (CITA),
2013 Assessment of e-commerce adoption benefits by Indonesian women entrepreneurs. In: The 4th International Conference on Information & Communication Technology for the Muslim World (ICT4M),
2013 Development of high quality speech compression system for Quranic recitation based on modified CELP algorithm . In: Proceedings of IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA),
2013 Development of portable automatic number plate recognition system on android mobile phone. In: 5th International Conference on Mechatronics (ICOM'13),
2013 Development of portable charger for mobile phone using arduino microcontroller during disaster recovery . In: International Conference on Advanced Computer Science Applications and Technologies 2013,
2013 Framework for logistics coordination and distribution mobile application in disaster management. In: International Conference on Advanced Computer Science Applications and Technologies 2013,
2013 Gait recognition and effect of noise on the recognition rate. In: IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA),
2013 Human gait recognition and classification using similarity index for various conditions. In: 5th International Conference on Mechatronics (ICOM'13),
2013 Objective evaluation of speech enhancement using compressive sensing algorithm. In: 2013 IEEE International Conference on Smart Instrumentation, Measurement, and Applications,
2013 Optimization of ANPR algorithm on android mobile phone. In: 2013 International Conference on Smart Sensor, Measurement, and Applications,
2013 Properties of digital image watermarking. In: IEEE 9th International Colloquium on Signal Processing and its Applications,
2013 Speech enhancement based on compressive sensing algorithm. In: International Conference on Mechatronics (ICOM'03),
2012 A development of self-tuning quantitative feedback theory. In: International Conference on Computer and Communication Engineering (ICCCE 2012),
2012 Automatic person identification system using handwritten signatures . In: International Conference on Computer and Communication Engineering (ICCCE 2012),
2012 Compressive sensing based low bit rate speech encoder. In: International Conference on Computer and Communication Engineering, ICCCE 2012,
2012 Design and implementation of automatic number plate recognition on android platform. In: International Conference on Computer and Communication Engineering (ICCCE 2012),
2012 Design of environmental friendly hybrid electric vehicle. In: International Conference on Computer and Communication Engineering (ICCCE 2012),
2012 Development of web application for Muslim traveller with emphasis on social networking. In: International Conference on Computing and Information Technology (ICCIT 2012),
2012 Evaluation of sparsifying algorithms for speech signals. In: International Conference on Computer and Communication Engineering (ICCCE 2012),
2012 Parallel implementation of genomic sequences classification using modified gabor wavelet transform on multicore systems. In: International Conference on Biomedical Engineering (ICoBE2012),
2012 Virtual-learning Content Management System for Problem-Based Learning (PBL) courses. In: International Conference on Computer and Communication Engineering (ICCCE 2012),
2012 Voice based automatic person identification system using vector quantization. In: International Conference on Computer and Communication Engineering (ICCCE 2012),
2012 Wavelet cepstral coefficients for isolated speech recognition. In: International Conference on Interactive Digital Media,
2011 Development of FYP online system for outcome based education. In: IEEE Region Ten Conference (TENCON 2011),
2011 Speech compression using compressive sensing on a multicore system. In: 4th International Conference on Mechatronics (ICOM 2011),
2010 English digits speech recognition system based on Hidden Markov Models. In: International Conference on Computer and Communication Engineering ICCCE 2010,
2010 Fast mode decision for scalable video coding over wireless network. In: International Conference on Computer and Communication Engineering ICCCE 2010,
2010 Hajj crowd simulation based on intelligent agent. In: of International Conference on Computer and Communication Engineering ICCCE 2010,
2010 PC sound card based instrumentation and control. In: International Conference on Computer and Communication Engineering (ICCCE 2010), 11-13 May 2010, Kuala Lumpur, Malaysia,
2009 “Stego-analysis chain, session two” novel approach of stego-analysis system for image file. In: 2009 International Association of Computer Science and Information Technology - Spring Conference,
2009 "Stego-Analysis Chain, Session One" investigations on steganography weakness Vs stego-analysis system for multimedia file . In: 2009 International Association of Computer Science and Information Technology - Spring Conference,
2008 On the optimal window shape for genomic signal processing. In: International Conference on Computer and Communication Engineering (ICCCE 2008),
2008 The development of a forward masking model using neural networks and its application to speech enhancement. In: International Conference on Computer and Communication Engineering (ICCCE 2008),
2008 Video streaming over wireless LAN using scalable extension of H.264/AVC. In: 2008 International Conference on Electronic Design (ICED 2008),
2007 A signal boosting technique for gene prediction. In: Proceeding of 6th International Conference on Information, Communications and Signal Processing (ICICS 2007),
2007 Higher-order statistics and neural network based multi-classifier system for gene identification. In: 1st International Conference on Signal Processing and Communication Systems (ICSPCS 2007),
Book

2021 Deep learning based emotion recognition for image and video signals: matlab implementation. LAP LAMBERT Academic Publishing, ISBN: 978-620-3-58356-4
2021 Speech emotion recognition using deep neural networks: matlab implementation. LAP LAMBERT Academic Publishing, ISBN: 978-620-3-46534-1
2018 Smart home system using internet of things: design, implementation and sample codes. LAP Lambert Academic Publishing, ISBN: 978-613-9-83980-3
2017 Development of educational game using Microsoft Kinect: Primary school mathematics case studies. LAP LAMBERT Academic Publishing, ISBN: 978-3-330-0648-3
2017 Language identification system using Matlab: design, implementation, and sample codes. LAP LAMBERT Academic Publishing, ISBN: 978-620-2-06531-3
2017 Multichannel audio compression: performance evaluation of various algorithms. LAP LAMBERT Academic Publishing, ISBN: 978-620-2-01220-1
2017 Portable outdoor air quality measurement system using Arduino. LAP LAMBERT Academic Publishing, ISBN: 978-3-330-08717-0
2016 Automatic Number Plate Recognition on android platform: With some Java code excerpts. LAP : LAMBERT Academic Publishing, ISBN: 978-3-659-94034-7
2013 Mechanical powered portable charger for disaster recovery: design and implementation using hand cranking DC motor and arduino microcontroller. LAP Lambert Academic Publishing, ISBN: 9783659490958
2013 Solar powered portable charger for disaster recovery: design and development using mini solar panel and arduino microcontroller. LAP Lambert Academic Publishing, ISBN: 9783659480935
2012 Virtual-learning content management system : design and implementation using Joomla for eLearning and problem-based learning courses. LAP LAMBERT Academic Publishing GmbH & Co. KG, ISBN: 978-3-659-18113-9
2011 An evaluation of transform domain watermaking and its application to intellectual properties of image . IIUM Press, ISBN:
2011 Multilayers fast mode decision algorithm for scalable video coding: design, implementation, and streaming evaluation on IEEE 802.11g wireless LAN. Lambert Academic Publishing, ISBN: 978-3-8454-7018-4
2011 Multimedia encryption, transmission and authentication. IIUM Press, ISBN: 978-967-418-160-4
2011 Selected readings in computing and telecommunications. IIUM Press, ISBN: 9789670225814
2011 Speech recognition system using MATLAB : design, implementation, and samples codes. Lambert Academic Publishing, ISBN: 978-3-8465-0376-8
Book Section

2021 Affective computing for visual emotion recognition using convolutional neural networks. In: Springer, ISBN: 9783030709167, pp. 11-20
2021 Development of automatic obscene images filtering using deep learning. In: Springer, ISBN: 978-3-030-70916-7, pp. 39-49
2021 Development of colorization of grayscale images using CNN-SVM. In: Springer, ISBN: 978-3-030-70916-7, pp. 50-58
2021 Multilanguage speech-based gender classification using time-frequency features and SVM classifier. In: Springer, ISBN: , pp. 1-10
2021 Perceived risk and benefits of online health information among parents in Malaysia. In: Springer, ISBN: 978-303070916-7, pp. 91-97
2021 Prototype development of graphical pattern security system on Raspberry Pi. In: Springer, ISBN: 978-3-030-70916-7, pp. 31-38
2021 Speech emotion recognition using deep neural networks on multilingual databases. In: Springer, ISBN: 978-3-030-70916-7, pp. 21-30
2020 A summarization of image and video databases for emotion recognition. In: Springer, ISBN: , pp. 1-10
2020 On the effect of feature compression on speech emotion recognition across multiple languages. In: Springer, ISBN: , pp.
2020 Power quality disturbance classification using deep BiLSTM architectures with exponentially decayed number of nodes in the hidden layers. In: Springer, ISBN: , pp.
2020 Real-time power quality disturbance classification using convolutional neural networks. In: Springer, ISBN: , pp.
2020 Speech emotion recognition using feature fusion of TEO and MFCC on multilingual databases. In: Springer, ISBN: , pp. 1-10
2011 A survey on video segmentation for real-time applications. In: IIUM Press, ISBN: 978-967-418-160-4, pp. 100-115
2011 Analysis of hybrid stepper motor performance under the influence of voltage supply interference . In: IIUM Press, ISBN: 978-967-418-172-7, pp. 217-227
2011 Development of final year project portal for engineering program. In: IIUM Press, ISBN: 9789674181611, pp. 71-80
2011 Development of online application for Muslim traveler with UML diagram. In: IIUM Press, ISBN: 9789674181611, pp. 133-138
2011 English digits speech recognition system based on hidden Markov Models. In: IIUM Press, ISBN: 978-967-418-156-7, pp. 244-254
2011 Fast mode decision algorithm. In: IIUM Press, ISBN: 978-967-418-160-4, pp. 78-87
2011 Feature extraction for automatic fetus age estimation for ultrasound images using ellipse model. In: IIUM Press, ISBN: 9789670225814, pp. 143-167
2011 Fingerprint authentication system using MATLAB. In: IIUM Press, ISBN: 9789670225814, pp. 64-77
2011 Hajj crowd simulation based on intelligent agent. In: IIUM Press, ISBN: 9789674181765, pp. 284-291
2011 IIUM car sticker recognition using phase based template matching algorithm. In: IIUM Press, ISBN: 9789670225814, pp. 308-315
2011 JSVM reference software. In: IIUM Press, ISBN: 978-967-418-160-4, pp. 71-177
2011 Modeling of an environment friendly Hybrid Electric Vehicle (HEV) . In: IIUM Press, ISBN: 9789674181703, pp. 138-143
2011 Noise reduction using Kalman filter. In: IIUM Press, ISBN: 9789670225814, pp. 168-188
2011 Parallel algorithms for edge detection on cluster computer. In: IIUM Press, ISBN: 9789670225814, pp. 189-208
2011 PC sound card based instrumentation and control . In: IIUM Press, ISBN: 978-967-418-172-7, pp. 229-237
2011 Performance evaluation of lossless speech and audio compression algorithms. In: IIUM Press, ISBN: 9789670225814, pp. 78-90
2011 PIC 16F877A for hybrid vehicle controller. In: IIUM Press, ISBN: 9789674181703, pp. 144-154
2011 Protein coding identification of human DNA sequence using wavelet. In: IIUM Press, ISBN: 9789670225814, pp. 274-291
2011 Protein coding identification using modified gabor wavelet transform on multicore system . In: IIUM Press, ISBN: 978-967-418-156-7, pp. 334-343
2011 Scalable video coding : a review. In: IIUM Press, ISBN: 978-967-418-160-4, pp. 56-170
2011 Signature recognition using artificial neural network. In: IIUM Press, ISBN: 978-967-418-156-7, pp. 255-262
2011 Speech coding techniques and algorithms. In: IIUM Press, ISBN: 978-967-418-160-4, pp. 116-133
2011 Speech coding using compressive sensing on a multicore system. In: IIUM Press, ISBN: 9789674181321, pp. 194-201
2011 Spherical POV LED display using PIC 16F628. In: IIUM Press, ISBN: 9789670225814, pp. 235-254
2011 Video streaming evaluation Of H.264 SVC on IEEE 802.11g wireless network. In: IIUM Press, ISBN: 9789674181499, pp. 255-265
2011 Virtual-learning content management system using Problem-Based Learning (PBL). In: IIUM Press, ISBN: 9789674181611, pp. 63-70
Monograph

2022 Fundamental Research Grant Scheme (FRGS) - FRGS19-076-0684, Speech Emotion Recognition and Depression Prediction Based on Speech Analysis using Deep Neural Networks. In: ,
2020 Fundamental Research Grant Scheme (FRGS) - FRGS17-012-0578. Analyses of infodemiology among parents with chronic disease children in Malaysia for improved public health informatics.. In: ,
2013 Bimodal person identification system based on speech and signature recognition's . In: s.n,
2012 Design and implementation of novel parallel speech processing algorithms on a multicore system . In: s.n,