Curriculum Vitae

ASSOCIATE PROF. DR. ANIS SALWA BINTI MOHD KHAIRUDDIN

Associate Professor
  • Department of Electrical Engineering
    Faculty of Engineering
  • 0379675205

BIOGRAPHY


Associate Professor Dr. Anis Salwa Mohd Khairuddin is a Chartered Engineer registered under the Engineering Council, U.K. She is also a member of IEEE Computational Intelligence Society (CIS). In addition, she is the Focal point for Sub-Committee on Microelectronics and Information Technology (SCMIT) representing Malaysia in ASEAN COSTI (from year 2020 until current). The Committee on Science, Technology & Innovation (COSTI) is responsible for operationalizing and translating the APASTI strategic thrusts into specific actions. 

As for administrative responsibilities, she was the Final year Project (FYP) Coordinator for 5 consecutive years (from 2015/2016 till 2019/2020). Consecutively, after being the FYP coordinator, she has been appointed as the Outcome-Based Education (OBE) coordinator since 2020/2021 until current. Outcome-Based Education (OBE) is one of the requirements for Malaysia to become a full member of the Washington Accord (WA), an international agreement to mutually recognize Bachelor degrees in the field of engineering. 

She is currently the Head of Centre of Intelligent Systems for Emerging Technology (CISET). Her research expertise lies in pattern recognition methods, focusing on the application of artificial intelligence by developing computationally intelligent algorithms for spatial and temporal signal processing.  She works on the application of machine learning methods to solve various pattern recognition problems in the areas of precision agriculture, smart manufacturing, and energy management.

Researcher ORCID : https://orcid.org/0000-0002-9873-4779

Researcher profile : https://umexpert.um.edu.my/anissalwa

AREAS OF EXPERTISE


  • AUTONOMOUS SYSTEM
  • IMAGE PROCESSING AND COMPUTER VISION
    machine vision; image processing; object detection
  • EXPERT SYSTEM
    pattern recognition, signal and image processing
  • AGRICULTURE ROBOTICS AND AUTOMATION
    wood recognition system, texture analysis, image processing, classification system, intelligent system

ACADEMIC QUALIFICATION


  • PhD, (Kejuruteraan Elektrik)
    Universiti Teknologi Malaysia (UTM)
  • MEng (CompEng)(Distinction), (Kejuruteraan Komputer)
    Royal Melbourne Institute of Technology
  • MASTER DEGREE, (Kejuruteraan Komputer)
    Universiti Malaya (UM)
  • BEng (Hons)(Electrical & Electronics), (Kejuruteraan Elektrik (Elektronik))
    Universiti Tenaga Nasional

PUBLICATIONS


Article in Journal
WoS
  1. Andika, Johan Lela; Khairuddin, Anis Salwa Mohd; Ramiah, Harikrishnan; Kanesan, Jeevan (2024). Improved feature extraction network in lightweight YOLOv7 model for real-time vehicle detection on low-cost hardware, JOURNAL OF REAL-TIME IMAGE PROCESSING. 21(3). doi:10.1007/s11554-024-01457-1
  2. Sukumarran, Dhevisha; Hasikin, Khairunnisa; Khairuddin, Anis Salwa Mohd; Ngui, Romano; Sulaiman, Wan Yusoff Wan; Vythilingam, Indra; Divis, Paul Cliff Simon (2024). An optimised YOLOv4 deep learning model for efficient malarial cell detection in thin blood smear images, PARASITES & VECTORS. 17(1). doi:10.1186/s13071-024-06215-7
  3. Tameemi, Ali Qahtan; Kanesan, Jeevan; Khairuddin, Anis Salwa Mohd (2024). Model-based impending lithium battery terminal voltage collapse detection via data-driven and machine learning approaches, JOURNAL OF ENERGY STORAGE. 86. doi:10.1016/j.est.2024.111279
  4. Zailan, Nur Athirah; Mohd Khairuddin, Anis Salwa; Hasikin, Khairunnisa; Junos, Mohamad Haniff; Khairuddin, Uswah (2024). An automatic garbage detection using optimized YOLO model, SIGNAL IMAGE AND VIDEO PROCESSING. . doi:10.1007/s11760-023-02736-3
  5. Abushariah, Ahmad A. M.; Ting, Hua-Nong; Mustafa, Mumtaz Begum Peer; Khairuddin, Anis Salwa Mohd; Abushariah, Mohammad A. M.; Tan, Tien-Ping (2023). Bilingual Automatic Speech Recognition: A Review, Taxonomy and Open Challenges, IEEE ACCESS. 11, 5944-5954. doi:10.1109/ACCESS.2022.3218684
  6. Alkawaz, Ali Najem; Kanesan, Jeevan; Khairuddin, Anis Salwa Mohd; Badruddin, Irfan Anjum; Kamangar, Sarfaraz; Hussien, Mohamed; Baig, Maughal Ahmed Ali; Ahammad, N. Ameer (2023). Training Multilayer Neural Network Based on Optimal Control Theory for Limited Computational Resources, MATHEMATICS. 11(3). doi:10.3390/math11030778
  7. Iqbal, Rashed; Mokhlis, Hazlie; Khairuddin, Anis Salwa Mohd; Muhammad, Munir Azam (2023). An Improved Deep Learning Model for Electricity Price Forecasting, INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE. . doi:10.9781/ijimai.2023.06.001
  8. Liu, Hai Chuan; Chuah, Joon Huang; Khairuddin, Anis Salwa Mohd; Zhao, Xian Min; Wang, Xiao Dan (2023). Campus Abnormal Behavior Recognition With Temporal Segment Transformers, IEEE ACCESS. 11, 38471-38484. doi:10.1109/ACCESS.2023.3266440
  9. Sharafian, Amin; Kanesan, Jeevan; Khairuddin, Anis Salwa Mohd; Ramanathan, Anand; Sharifi, Alireza; Bai, Xiaoshan (2023). A novel approach to state estimation of HIV infection dynamics using fixed-time fractional order observer, CHAOS SOLITONS & FRACTALS. 177. doi:10.1016/j.chaos.2023.114192
  10. Sukumarran, D.; Hasikin, K.; Khairuddin, Mohd; Ngui, R.; Sulaiman, Wan; Vythilingam, I.; Divis, P. C. S. (2023). An automated malaria cells detection from thin blood smear images using deep learning, TROPICAL BIOMEDICINE. 40(2), 208-219. doi:10.47665/tb.40.2.013
  11. Wong, Wen Yee; Hasikin, Khairunnisa; Khairuddin, Anis Salwa Mohd; Razak, Sarah Abdul; Hizaddin, Hanee Farzana; Mokhtar, Mohd Istajib; Azizan, Muhammad Mokhzaini (2023). A Stacked Ensemble Deep Learning Approach for Imbalanced Multi-Class Water Quality Index Prediction, CMC-COMPUTERS MATERIALS & CONTINUA. 76(2), 1361-1384. doi:10.32604/cmc.2023.038045
  12. Akhter, Muhammad Naveed; Mekhilef, Saad; Mokhlis, Hazlie; Ali, Raza; Usama, Muhammad; Muhammad, Munir Azam; Khairuddin, Anis Salwa Mohd (2022). A hybrid deep learning method for an hour ahead power output forecasting of three different photovoltaic systems, APPLIED ENERGY. 307. doi:10.1016/j.apenergy.2021.118185
  13. Akhter, Muhammad Naveed; Mekhilef, Saad; Mokhlis, Hazlie; Almohaimeed, Ziyad M.; Muhammad, Munir Azam; Khairuddin, Anis Salwa Mohd; Akram, Rizwan; Hussain, Muhammad Majid (2022). An Hour-Ahead PV Power Forecasting Method Based on an RNN-LSTM Model for Three Different PV Plants, ENERGIES. 15(6). doi:10.3390/en15062243
  14. Hamid, Lydia Binti Abdul; Khairuddin, Anis Salwa Mohd; Khairuddin, Uswah; Rosli, Nenny Ruthfalydia; Mokhtar, Norrima (2022). Texture image classification using improved image enhancement and adaptive SVM, SIGNAL IMAGE AND VIDEO PROCESSING. . doi:10.1007/s11760-021-02113-y
  15. Iqbal, Rashed; Mokhlis, Hazlie; Khairuddin, Anis Salwa Mohd; Ismail, Syafiqah; Muhammad, Munir Azam (2022). Optimized Gated Recurrent Unit for Mid-Term Electricity Price Forecasting, COMPUTER SYSTEMS SCIENCE AND ENGINEERING. 43(2), 817-832. doi:10.32604/csse.2022.023617
  16. Junos, Mohamad Haniff; Khairuddin, Anis Salwa Mohd; Dahari, Mahidzal (2022). Automated object detection on aerial images for limited capacity embedded device using a lightweight CNN model, ALEXANDRIA ENGINEERING JOURNAL. 61(8), 6023-6041. doi:10.1016/j.aej.2021.11.0271110-0168
  17. Momin, Md Abdul; Junos, Mohamad Haniff; Khairuddin, Anis Salwa Mohd; Abu Talip, Mohamad Sofian (2022). Lightweight CNN model: automated vehicle detection in aerial images, SIGNAL IMAGE AND VIDEO PROCESSING. . doi:10.1007/s11760-022-02328-7
  18. Sarwar, Sohail; Mokhlis, Hazlie; Othman, Mohamadariff; Shareef, Hussain; Wang, Li; Mansor, Nurulafiqah Nadzirah; Khairuddin, Anis Salwa Mohd; Mohamad, Hasmaini (2022). Application of polynomial regression and MILP for under-frequency load shedding scheme in islanded distribution system, ALEXANDRIA ENGINEERING JOURNAL. 61(1), 659-674. doi:10.1016/j.aej.2021.06.028
  19. Zailan, Nur Athirah; Azizan, Muhammad Mokhzaini; Hasikin, Khairunnisa; Khairuddin, Anis Salwa Mohd; Khairuddin, Uswah (2022). An automated solid waste detection using the optimized YOLO model for riverine management, FRONTIERS IN PUBLIC HEALTH. 10. doi:10.3389/fpubh.2022.907280
  20. Alkawaz, Ali Najem; Kanesan, Jeevan; Mohd Khairuddin, Anis Salwa; Chow, Chee Onn; Singh, Mandeep (2021). Intelligent Charging Control of Power Aggregator for Electric Vehicles Using Optimal Control, ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING. 21(4), 21-30
  21. Junos, M. H., Khairuddin, A. S. M., Thannirmalai, S., & Dahari, M. (2021). An optimized YOLO-based object detection model for crop harvesting system. IET Image Processing, 15(9), 2112-2125. doi: 10.1049/ipr2.12181
  22. Junos, MH; Khairuddin, ASM; Thannirmalai, S; Dahari, M (2021). Automatic detection of oil palm fruits from UAV images using an improved YOLO model, VISUAL COMPUTER. . doi:10.1007/s00371-021-02116-3
  23. Wong, W. Y., Al-Ani, A. K. I., Hasikin, K., Khairuddin, A. S. M., Razak, S. A., Hizaddin, H. F., . . . Azizan, M. M. (2021). Water, Soil and Air Pollutants' Interaction on Mangrove Ecosystem and Corresponding Artificial Intelligence Techniques Used in Decision Support Systems-A Review. Ieee Access, 9, 105532-105563. doi: 10.1109/access.2021.3099107
  24. Arafat, M. Y., Khairuddin, A. S. M., & Paramesran, R. (2020). Connected component analysis integrated edge based technique for automatic vehicular license plate recognition framework. IET Intelligent Transport Systems, 14(7), 712-723. doi: 10.1049/iet-its.2019.0006
  25. Arafat, M. Y., Khairuddin, A. S. M., Khairuddin, U., Paramesran, R. (2019). Systematic review on vehicular licence plate recognition framework in intelligent transport systems. Iet Intelligent Transport Systems, 13(5), 745-755. doi:10.1049/iet-its.2018.5151
  26. Rajagopal, H., Khairuddin, A. S. M., Mokhtar, N., Ahmad, A., Yusof, R. (2019). Application of image quality assessment module to motion-blurred wood images for wood species identification system. Wood Science and Technology, 53(4), 967-981. doi:10.1007/s00226-019-01110-2
  27. Arafat, M. Y., Khairuddin, A. S. M., Paramesran, R. (2018). A Vehicular License Plate Recognition Framework For Skewed Images. KSII Transactions on Internet and Information Systems, 12(11), 5522-5540. doi:10.3837/tiis.2018.11.019
  28. Yusof, R., Khalid, M., Khairuddin, A. S. M. (2013). Application of kernel-genetic algorithm as nonlinear feature selection in tropical wood species recognition system, Computers and Electronics in Agriculture. 93, 68-77
  29. Yusof, R., Khalid, M., Khairuddin, A. S. M. (2013). Fuzzy logic-based pre-classifier for tropical wood species recognition system, Machine Vision and Applications. 24(8), 1589-1604
Scopus
  1. Tameemi A.Q., Kanesan J., Khairuddin A.S.M. (2024). Model-based impending lithium battery terminal voltage collapse detection via data-driven and machine learning approaches, Journal of Energy Storage. 86. doi:10.1016/j.est.2024.111279
  2. Abushariah A.A.M., Ting H.-N., Mustafa M.B.P., Khairuddin A.S.M., Abushariah M.A.M., Tan T.-P. (2023). Bilingual Automatic Speech Recognition: A Review, Taxonomy and Open Challenges, IEEE Access. 11, 5944-5954. doi:10.1109/ACCESS.2022.3218684
  3. Alkawaz A.N., Kanesan J., Khairuddin A.S.M., Badruddin I.A., Kamangar S., Hussien M., Baig M.A.A., Ahammad N.A. (2023). Training Multilayer Neural Network Based on Optimal Control Theory for Limited Computational Resources, Mathematics. 11(3). doi:10.3390/math11030778
  4. Sharafian A., Kanesan J., Khairuddin A.S.M., Ramanathan A., Sharifi A., Bai X. (2023). A novel approach to state estimation of HIV infection dynamics using fixed-time fractional order observer, Chaos, Solitons and Fractals. 177. doi:10.1016/j.chaos.2023.114192
  5. Akhter M.N., Mekhilef S., Mokhlis H., Ali R., Usama M., Muhammad M.A., Khairuddin A.S.M. (2022). A hybrid deep learning method for an hour ahead power output forecasting of three different photovoltaic systems, Applied Energy. 307. doi:10.1016/j.apenergy.2021.118185
Others
  1. Application of polynomial regression and MILP for under-frequency load shedding scheme in islanded distribution system
  2. Arafat, Y., Khairuddin ASM., Paramesran R. (2020) .A connected component analysis integrated edge based technique for automatic vehicular license plate recognition framework. IET Intelligent Transport Systems
  3. Arafat, Y., Khairuddin, A.S.M, Khairuddin, U., Paramesran, R. (2018) A systematic review on vehicular license plate recognition framework in intelligent transport systems. IET Intelligent Transport Systems
  4. Aziz F, Arof H, Mokhtar N, Shah NM, Khairuddin ASM, Hanafi E, Talip MSA. (2018) Waste level detection and HMM based collection scheduling of multiple bins. PLoS ONE, 13(8)
  5. Ibrahim, I., Khairuddin, ASM., Arof, H., Yusof, R., Hanafi, E. (2017) Statistical feature extraction method for wood species recognition system. European Journal of Wood and Wood Products. DOI 10.1007/s00107-017-1163-1
  6. Lydia Abdul Hamid, Nenny Ruthfalydia Rosli, Anis Salwa Mohd Khairuddin, Norrima Mokhtar, Rubiyah Yusof. (2018) Denoising module for wood texture images. Wood science and technology.
  7. Effariza Hanafi, Anis S Khairuddin, Farah M Zain, Zahiruddin F A Hassan, Abd Halim Sulaiman, "Relationship between System Characteristic and User Motivation towards the Use of e-Learning System amongst Engineering Students of University Malaya", International Journal on e-Learning and Higher Education (IJELHE), Vol 6, pp. 1-8, Jan. 2017
  8. Effariza Hanafi, Anis S Khairuddin, Farah M Zain, Zahiruddin F A Hassan, Abd Halim Sulaiman, "e-Learning at University Malaya: Determinants of Satisfaction of Use amongst Engineering Students", International Journal on e-Learning and Higher Education (IJELHE), vol. 6, Jan. 2017
  9. F. N. A. Razak, M. S. A. Talip, M. F. M. Yakub, A. S. M. Khairudin, T. F. T. M. N. Izam, F. H. K. Zaman (2017) High Speed Numerical Integration Algorithm Using FPGA, Journal of Fundamental and Applied Sciences, 9, pp.131-144.
  10. Ibrahim, I., Khairuddin, ASM., Arof, H., Talip, MSA., Yusof, R. (2016). Tree Species Recognition System based on Macroscopic Image Analysis. Wood science and technology
  11. Safdar Raza, HAZLIE MOKHLIS,Hamzah Arof,Kanendra Naidu,J.A. Laghari, Anis Salwa Mohd Khairuddin , "Minimum-Features-Based ANN-PSO Approach for Islanding Detection in Distribution System," IET Renewable Power Generation, Vol. 10, No. 9, pp. 1255 1263, Oct 2016
  12. Zamri, M.I.P., Cordova, F., Khairuddin, A.S.M., Mokhtar, N., Yusof, R. 2016. Tree species classification on image analysis using Improved-Basic Gray Level Aura Matrix. Computers ans Electronics in Agriculture. 124: 227-233.
  13. Ramli, R ; Arof, H ; Ibrahim, F ; Idris, Idris, M. Y. I.; Khairuddin, ASM. 2015. CLASSIFICATION OF EYELID POSITION AND EYEBALL MOVEMENT USING EEG SIGNALS. MALAYSIAN JOURNAL OF COMPUTER SCIENCE. 28:28-45.
  14. Khalid, M., Yusof, R., Khairuddin, A.S.M. (2011). Tropical wood species recognition system based on multi- feature extractors and classifiers. 2011 International Conference on Instrumentation Control and Automation (ICA). 6-11.
Chapter in Books
  1. Muhammad Syarafi Mahmood, Uswah Khairuddin, Anis Salwa Mohd Khairuddin. Vehicles Trajectories Analysis Using Piecewise-Segment Dynamic Time Warping (PSDTW). (2021) Advances in Robotics, Automation and Data Analytics, vol. 1350, pp. 214-223
  2. Nenny Ruthfalydia Rosli, Uswah Khairuddin, Muhammad Faris Nor Fathi, Anis Salwa Mohd Khairuddin, Azlin Ahmad, (2021) Real-Time KenalKayu System with YOLOv3, Advances in Robotics, Automation and Data Analytics, Pages 224-232
  3. Anis salwa mohd khairuddin, Marzuki khalid, rubiyah yusof. 2011. Using two stage classification for improved tropical wood species recognition system. Intelligent Interactive Multimedia Systems and Services Smart Innovation, Systems and Technologies Volume 11: 305-314
Article in Proceeding
  1. Faris Azizi Mohmad, Anis Salwa Mohd Khairuddin , Noraisyah Mohamed Shah, Automated grading of Citrus Suhuiensis fruit using deep learning method, International Conference on Computational Intelligence in Machine Learning (ICCIML 2021)
  2. Lim Wilson, Anis Salwa Mohd Khairuddin , Uswah Khairuddin, and Bibi Intan Suraya Murat, Defect Severity Classification of Complex Composites using CWT and CNN, International Conference on Computational Intelligence in Machine Learning (ICCIML 2021)
  3. M.S. MAHMOOD, U. KHAIRUDDIN, A.S.M. KHAIRUDDIN, 2020, Vehicles Trajectories Analysis Via New Piecewise-Segment Dynamic Time Warping (PSDTW) Method, The 2nd International Conference on Innovative Technology, Engineering and Sciences 22 Dec 2020, (iCITES 2020)
  4. N.R. ROSLI, U. KHAIRUDDIN, M.F.N. FATHI, A.S.M. KHAIRUDDIN, A. AHMAD, 2020, Real-Time Tropical Wood Species Recognition System with YOLOv3, The 2nd International Conference on Innovative Technology, Engineering and Sciences, 22nd December 2020 (iCITES 2020)
  5. R Yusof, A Ahmad, A S M Khairuddin, U Khairuddin, N M A N Azmi, N Ra Rosli (2019) Transfer Learning Approach in Automatic Tropical Wood Recognition System, Computational and Experimental Simulations in Engineering, pp 1225-1233
  6. R. Yusof, U. Khairuddin, A. Ahmad, ASM Khairuddin (2018) Study of Feature Extraction and Classifier Methods for Tropical Wood Recognition System. Proceedings of TENCON 2018 - 2018 IEEE Region 10 Conference. pp 2023-2028
  7. A.S. Haron, M.S. Abu Talip, A.S. Mohd Khairuddin, and T.F. Tengku Mohmed Noor Izam, "Internet of Things Platform on ARM/FPGA Using Embedded Linux," 2017 International Conference on Advanced Computing and Applications (ACOMP), Ho Chi Minh, 2017, pp. 99-104.
  8. Zamri, MIP., Khairuddin, ASM., Mokhtar, N., Yusof, R. Statistical feature extraction method for wood species recognition system. 18th International conference on Agricultural and Biological Engineering. 2016
  9. Fatin Nadzirah Abdul Razak, Hafizullah Zain Mohtar, Mohamad Sofian Abu Talip, Anis Salwa Mohd Khairuddin, Chuah Joon Huang, "FPGA Accelerator for Matrix Multiplication Engine", Proc. of AUN/SEED-Net ​Regional Conference for Computer and Information Engineering 2015 (RCCIE 2015), pp. 53 - 58, Oct 2015.
  10. Syed K. Ahmed, Agileswari K. Ramasamy, Anis S. M. Khairuddin, Jamaluddin Omar. 2009. Automatic Online Signature Verification: A prototype using Neural Networks. TENCON 2009, 2009 IEEE Region 10 Conference, pp. 1-4
Scopus
  1. Ghapar, H. A., Khairuddin, U., Yusof, R., Khairuddin, A. S. M., & Ahmad, A. (2021). New Feature Extraction for Wood Species Recognition System via Statistical Properties of Line Distribution. doi: 10.1109/ICECCE52056.2021.9514115
  2. Zailan, N. A., Khairuddin, A. S. M., Khairuddin, U., & Taguchi, A. (2021). YOLO-based Network Fusion for Riverine Floating Debris Monitoring System. doi: 10.1109/ICECCE52056.2021.9514096

RESEARCH PROJECT


National
  1. 2024 - 2027, UNIVERSITI MALAYA RESEARCH EXCELLENCE GRANT (UMREG)
    Automated Identification and Blood-Stage Classification of Plasmodium Knowlesi Using Graph-Based Contextual Multitask Deep Learning ( Co-Researcher)
  2. 2022 - 2025, UM International Collaboration Grant
    Sustainable And Smart Food Packaging System ( Principal Investigator(PI))
  3. 2023 - 2025, UM International Collaboration Grant
    Intelligent Monitoring Systems based on Computer Vision Methods ( Principal Investigator(PI))
  4. 2023 - 2025, UM International Collaboration Grant
    Stability Analysis of a Large-scale V2G/G2V Electric-Vehicle Load Connected to a Grid-connected DC Microgrid with Hybrid Renewable-Energy Svstems ( Co-Researcher)
  5. 2024 - 2025, Partnership Grant
    Firmware Test Plan Recommendation using Sentiment Analysis based Machine Learning ( Co-Researcher)
  6. 2020 - 2024, Fundamental Research Grant Scheme (FRGS)
    Green Technology-based Deep Neural Network Using Adjoint Method And Optimal Control For Autonomous Under Water Vehicle ( Co-Researcher)
  7. 2022 - 2024, Others MOHE - Top 100 (IIRG)-FNW
    Development Of Wireless And Portable Detection System And Prediction Model For Lung Cancer Screening ( Co-Researcher)
  8. 2022 - 2024, UM International Collaboration Grant
    Power efficient based Deep Learning using Optimal Control for Autonomous Under Water Vehicle ( Co-Researcher)
  9. 2022 - 2024, UM International Collaboration Grant
    A Novel Deep Learning Model for Reducing Energy Consumption in Higher Education Buildings in Malaysia ( Co-Researcher)
  10. 2022 - 2024, Others MOHE - Top 100 (IIRG)-HWB
    WP1: Automated Traumatic Head Injury Assessment using Deep Learning ( Co-Researcher)
  11. 2022 - 2024, Others MOHE - Top 100 (IIRG)-HWB
    WP2: Automated Traumatic Head Injury Assessment using Deep Learning ( Co-Researcher)
  12. 2022 - 2024, Others MOHE - Top 100 (IIRG)-SAH
    WP1: Towards A More Inclusive and Intelligent Household-Level Decision Making On the Adoption of Energy Efficient Cooling and Lighting Appliances in Malaysia ( Co-Researcher)
  13. 2023 - 2024, UM Living Labs @ UMSDC
    Artificial Intelligence (ai) Assisted Greenhouse Gases Emission Monitoring: Towards Achieving Carbon Neutral Campus ( Co-Researcher)
  14. 2020 - 2023, RU Geran - Fakulti Program
    Smart Manufacturing Via Machine Learning And Optimization ( Co-Researcher)
  15. 2020 - 2023, Others MOHE - Top 100 (IIRG)-IISS
    Improvement Of Power Distribution System Resilience Against Flash Floods ( Co-Researcher)
  16. 2021 - 2023, KW PNC(JIM)
    Design And Develop Machine Vision Based Detection System For In-field Ffb Detection, Counting And Grading ( Principal Investigator(PI))
  17. 2021 - 2023, RU Geran
    Intelligent Price Forecasting System For Optimal Energy Market ( Principal Investigator(PI))
  18. 2021 - 2023, KW PNC(JIM)
    Real-time Indoor Geolocation Asset Tracking In Smart Logistics And Digital Manufacturing ( Co-Researcher)
  19. 2021 - 2023, RU Geran
    Climate-smart Mitigation and Adaptation: Integrated Climate Resilience Strategy for Tropical Marine Ecosystem ( Co-Researcher)
  20. 2019 - 2022, Others MOHE - Top 100 (IIRG)-HWB
    Tumour-immune Relationship Mathematical Models For Immunotherapy In Oral Cancer ( Co-Researcher)
  21. 2019 - 2022, RU Geran - Fakulti Program
    A Novel Micro Gas Preconcentrator-chemical Sensing Device (mgp-csd) & System For Volatile Organic Compounds (vocs) In Precision Agriculture ( Co-Researcher)
  22. 2019 - 2022, RU Geran - Fakulti Program
    Optimized Automated Loose Fruit Identification System For Oil Palm Plantation ( Principal Investigator(PI))
  23. 2020 - 2022, RU Geran
    1. Optimal Microgrid Network Formation Strategies for Resilience Enhancement of Electrical Distribution System 2. Integration of Various Renewable-Energy Resources Using Different Microgrid Systems ( Co-Researcher)
  24. 2020 - 2022, RU Geran
    1. Integration Of Various Renewable-energy Resources Using Different Microgrid Systems 2. Countermeasures To Improve Three-phase Voltage Unbalance In Distribution Systems ( Co-Researcher)
  25. 2020 - 2022, RU Geran - Fakulti Program
    Study on the Absorption and Desorption of Ti-based AB2-type Alloys based Material for Hydrogen Storage and Fuel System ( Co-Researcher)
  26. 2021 - 2022, KW PNC(JIM)
    Facial Recognition ( Co-Researcher)
  27. 2018 - 2021, RU Geran - Fakulti Program
    An Efficient Optimal Control Of Chemotherapy For Cancer Treatment ( Co-Researcher)
  28. 2018 - 2020, RU Geran - Fakulti Program
    Study On The Effect Of Higher Operating Temperature For Alkaline Electrolysis On Electricity Consumption ( Co-Researcher)
  29. 2018 - 2020, RU Geran
    Optimization Of Robotics Motion Using Optimal Control ( Co-Researcher)
  30. 2018 - 2019, RU Geran - Fakulti Program
    Optimized Automated Timber Inspection Based On Texture Analysis ( Principal Investigator(PI))
  31. 2012 - 2017, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC))
    Vlsi Implementation Of Moment Generating Functions In Digital Image Processing ( Principal Investigator(PI))
  32. 2015 - 2017, Bantuan Kecil Penyelidikan (BKP)
    Quickest Spectrum Sensing In Cognitive Radio System In Multiple Transmitting Sources ( Co-Researcher)
  33. 2016 - 2017, RU Geran - ADEC
    Um-liter: The Effect Of Flipped Classroom Intructional Approach In The Delivery Of Engineering Course On Students' Learning Performance And Satisfaction: A Case Study At University Of Malaya ( Co-Researcher)
  34. 2014 - 2016, Bantuan Kecil Penyelidikan (BKP)
    Nonlinear technique for solving nonlinear features in texture recognition system ( Principal Investigator(PI))
  35. 2020 - 2022, Fundamental Research Grant Scheme (FRGS)
    Green Technology-Based Deep Neural Network using Adjoint Method and Optimal Control for Autonomous Under Water Vehicle ( Consultant)
  36. 2019 - 2021, Fundamental Research Grant Scheme (FRGS)
    A Study of vehicle flow trajectories modelling and prediction for optimized traffic management in transportation industry. ( Consultant)
Private
  1. 2023 - 2025, Private Funding
    Predicting Development Success In Software Projects ( Co-Researcher)
  2. 2023 - 2025, Private Funding
    Test Plan Optimization ( Co-Researcher)
  3. 2023 - 2024, Private Funding
    Automated Facial Recognition And Object Detection System ( Co-Researcher)
  4. 2021 - 2023, Private Funding
    Design And Develop Machine Vision Based Detection System For In-field Ffb Detection, Counting And Grading ( Principal Investigator(PI))
  5. 2022 - 2023, ASEAN NCAP Collaborative Holistic Research (ANCHOR)
    A Study of Social Media Footage Pertaining Motocyclist Accident in Relation with the Vehicle's Blind Spot Area, Universiti Malaysia Pahang (UMP) ( Co-Researcher)

PAPER PRESENTED


ORAL PRESENTER
  1. Incorporation of pre-classifier and nonlinear feature selection for tropical wood species recognition system , 10th ASIAN CONTROL CONFERENCE (ASCC 2015) , The 10th ASIAN CONTROL CONFERENCE 2015 (International) (31 May 2015 - 03 Jun 2015)
PRESENTER
  1. The 2nd International Conference on Innovative Technology, Engineering and Sciences (iCITES 2020), The 2nd International Conference on Innovative Technology, Engineering and Sciences, 22nd December 2020 (iCITES 2020) (22 Dec 2020)
  2. Transfer Learning Approach in Automatic Tropical Wood Recognition System, 2019 International Conference on Computational & Experimental Engineering and Sciences, Tokyo. Japan / March 25-28, 2019, ICCES (International) (25 Mar 2019 - 28 Mar 2019)
  3. International Conference on Computational & Experimental Engineering and Sciences, International Conference on Computational & Experimental Engineering and Sciences (25 Mar 2019)
  4. Statistical feature extraction method for wood species recognition system, 18th International conference on Agricultural and Biological Engineering, WORLD ACADEMY OS ENGINEERING, SCIENCE AND TECHNOLOGY (International) (17 Mar 2016 - 18 Dec 2016)

SOCIAL RESPONSIBILITY ACTIVITIES


  • Fasilitator Untuk Program Kesedaran Stem : Kecekapan &Amp; Kelestarian Tenaga Elektrik, (24 Apr 2024 - 24 Apr 2024) (National)
  • Mentor for Begin Challenge 2016, (09 Mar 2016 - 25 May 2016)
  • Mentor for Beyond Engineering Innovation Challenge (Begin Challenge) 2015, (11 Mar 2015 - 29 Apr 2015)