TS. DR. AHMAD FAKHRI BIN AB. NASIR

	Contact No. : 094245862 Gender : MALE Nationality : MALAYSIA Current Positon : DS51-A-PENSYARAH UNIVERSITI E-Mail : afakhri@ump.edu.my
ACADEMIC QUALIFICATION
. 2016 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), UNISZA . 2011 : IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI MALAYSIA PAHANG . 2007 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), UNIVERSITI MALAYA
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL ARTIFICIAL INTELLIGENCE DATA MATCHING, TEXT PROCESSING, MACHINE VISION 5 TINGGI HIGH PERFORMANCE COMPUTING PARALLEL COMPUTING 7 TINGGI IMAGE PROCESSING AND PATTERN RECOGNITION STATISTICAL PATTERN RECOGNITION 5 TINGGI MACHINE LEARNING SUPERVISED AND UNSUPERVISED LEARNING 5 TINGGI
EMPLOYMENT HISTORY
EMPLOYER POST JOIN DATE RESIGN DATE STATUS Pc Automation Sdn. Bhd. JUNIOR PROGRAMMER 02/07/2007 31/12/2007 LAIN Universiti Sultan Zainal Abidin RESEARCH ASSISTANT 01/11/2015 29/12/2016 KONTRAK
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. ANALYSIS OF SOCIAL MEDIA USING MULTIMODAL CNN DEEP LEARNING TO AUTOMATED IDENTIFICATION OF MENTAL HEALTH PROBLEM IN CANCER PATIENTS (RDU242731) Member 03-JUN-2024 02-JUN-2025 Sedang Berjalan 2. ANALYSIS OF SOCIAL MEDIA USING MULTIMODAL CNN DEEP LEARNING TO AUTOMATED IDENTIFICATION OF MENTAL HEALTH PROBLEM IN CANCER PATIENTS (UIC241533) Member 03-JUN-2024 02-JUN-2025 Sedang Berjalan 3. PROVISION OF INTEGRATED EKALOKA SYSTEM (CAMORANG VIDEO FORENSICS MANAGEMENT) DEVELOPMENT FOR CYBERSECURITY MALAYSIA Member 01-MAR-2024 31-AUG-2024 Sedang Berjalan 4. PREDICTING SUICIDAL IDEATION FROM SOCIAL MEDIA CONTENT AMONG ONLINE COMMUNITIES USING DEEP LEARNING MODEL Member 01-NOV-2023 31-OCT-2025 Sedang Berjalan 5. FORMULATION OF DEEP LEARNING PIPELINE THROUGH FINE-TUNED DETECTION MODEL AND OPTIMISED SORT-BASED ALGORITHM IN HUMAN ACTIVITY RECOGNITION AND TRACKING Leader 01-OCT-2023 30-SEP-2025 Sedang Berjalan 6. THE FORMULATION OF DEEP LEARNING MODEL FOR GLOVE DEFECT DETECTION Leader 15-DEC-2022 14-DEC-2024 Sedang Berjalan 7. DEEP LEARNING MODEL FOR AUTOMATED SKELETON BONE AGE ASSESSMENT FOR LEFT-HAND BONE X-RAY IMAGES Member 01-NOV-2022 31-OCT-2024 Sedang Berjalan 8. THE FORMULATION OF A DEEP LEARNING PIPELINE FOR THE MANEUVERING PERCEPTION OF AN AMPHIBIOUS VEHICLE Member 01-OCT-2022 30-SEP-2024 Sedang Berjalan 9. INVESTIGATION OF THE VEHICLE DRIVING TRAJECTORY DURING TURNING AT THREE-LEG JUNCTION ON DUAL CARRIAGEWAY ROAD Member 01-JUL-2022 30-JUN-2023 Sedang Berjalan 10. FORMULATING A NEW OPTIMAL BEZIER CURVE FITTING CONTROL POINTS MOTION WITH EFFICIENT CONSTRAINT CALCULATION IN PROVIDING SMOOTHNESS PATH PLANNING IN A ROUNDABOUT ENVIRONMENT FOR AUTONOMOUS VEHICLE NAVIGATION Member 07-SEP-2021 06-SEP-2023 Tamat (Perlu hantar laporan akhir) 11. DREBAR : AN AUTOMATION EMBEDDED SYSTEM MODULE Member 01-JUN-2021 31-MAY-2023 Tamat (Laporan akhir dalam semakan) 12. FORMULATION OF MATHEMATICAL MODEL TO ENHANCE UNDERWATER IMAGE QUALITY USING OPTIMIZED DEHAZING METHOD FOR FLUID-TYPE ALGAE IDENTIFICATION Member 23-DEC-2020 22-DEC-2022 Tamat (Laporan akhir dalam semakan) 13. THE FORMULATION OF TRANSFER LEARNING PIPELINE FOR HUMAN DETECTION USING 2D-IMAGE BASED UIC200816 Leader 15-NOV-2020 14-NOV-2022 Tamat (Laporan akhir dalam semakan) 14. THE FORMULATION OF TRANSFER LEARNING PIPELINE FOR HUMAN DETECTION USING 2D-IMAGE BASED RDU202405 Leader 15-NOV-2020 14-NOV-2022 Tamat (Laporan akhir dalam semakan) 15. THE FORMULATION OF A TRANSFER LEARNING PIPELINE FOR CONDITION BASED MONITORING RDU202406 Member 15-NOV-2020 14-NOV-2022 Tamat (Laporan akhir dalam semakan) 16. INTELLIGENT-BASED WAFER DEFECT DETECTION MODEL UIC200815 Member 15-NOV-2020 14-NOV-2022 Selesai (Mencapai Semua KPI) 17. INTELLIGENT-BASED WAFER DEFECT DETECTION MODEL RDU202404 Member 15-NOV-2020 14-NOV-2022 Selesai (Mencapai Semua KPI) 18. THE FORMULATION OF A TRANSFER LEARNING PIPELINE FOR CONDITION BASED MONITORING UIC200817 Member 15-NOV-2020 14-NOV-2022 Tamat (Laporan akhir dalam semakan) 19. THE DEVELOPMENT OF MACHINE LEARNING TECHNIQUES IN CLASSIFYING CAPSICUM FRUTESCENS CROP QUALITY Member 20-OCT-2020 19-OCT-2022 Selesai (Mencapai Sebahagian KPI) 20. MATHEMATICAL MODELLING OF THE COMBINED MODEL OF TWO-IN-WHEEL NON-HOLONOMIC FOR INTELLIGENT VEHICLE CONTROL. Member 26-DEC-2019 25-MAR-2022 Tamat (Perlu hantar laporan akhir) 21. The formulation of a machine learning model in classifying skateboarding tricks based on time-series signals obtained from Inertial Measurement Units Member 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI) 22. A PREDICTIVE HUMAN COMFORT MODEL BASED ON ROAD PROFILE CHARACTERISTICS Member 01-APR-2019 30-JUN-2021 Tamat (Perlu hantar laporan akhir) 23. A new multi objective adaptive bats sonar algorithm for finding Pareto optimum solutions with fast computation time Member 01-JAN-2019 30-SEP-2021 Selesai (Tidak Mencapai KPI) 24. Investigation of the trajectory tracking error of the autonomous non-holonomic nonlinear uncertain dynamics with the effect of the weight transfer disturbance Member 01-JAN-2019 30-SEP-2021 Selesai (Tidak Mencapai KPI) 25. Embedded System for HVAC in and Output Peripheral Member 01-OCT-2018 30-JUN-2021 Selesai (Mencapai Sebahagian KPI) 26. AUTONOMOUS VEHICLE STABILITY ANALYSIS AT CRITICAL CORNERING Member 25-AUG-2018 24-NOV-2020 Selesai (Mencapai Sebahagian KPI) 27. DEVELOPMENT OF MULTI-VISION GUIDED OBSTACLE AVOIDANCE SYSTEM FOR GROUND VEHICLE Member 25-AUG-2018 24-NOV-2020 Selesai (Mencapai Semua KPI) 28. A NEW DIRECT ACTIVE FORCE CONTROL STRATEGY FOR MOTION CONTROL OF MOBILE ROBOT IN CONSTRAINED ENVIRONMENTS AND AUTOMOTIVE APPLICATIONS Member 25-AUG-2018 24-NOV-2020 Selesai (Mencapai Semua KPI) 29. A VISION-BASED LANE DETECTION AND TRACKING ALGORITHM FOR INTELLIGENT DRIVE SYSTEM Leader 25-APR-2018 24-JUL-2020 Selesai (Mencapai Sebahagian KPI) 30. DESIGN STRATEGY OF STUCK RECOVERY FOR WHEEL EMBEDDED UNDER THE SURFACE OF AN UNCONSOLIDATED SOFT SAND INCLINE Member 25-APR-2018 24-JUL-2020 Selesai (Mencapai Sebahagian KPI) 31. PEN BATCHES LOCALIZATION USING RFID TAG Member 01-APR-2018 30-JUN-2020 Selesai (Mencapai Semua KPI) 32. Modelling of Inter-Cell Radio Interference and Thermal Noise Floor In 5G Mobile Networks Using Artificial Intelligence Leader 15-AUG-2017 14-AUG-2019 Selesai (Tidak Mencapai KPI) 33. Simulation of Assistive Grouser Mechanism for use on Lightweight Wheeled Robot for Traversing on Unconsolidated Soft Sand Inclines Member 30-JUN-2017 29-JUN-2019 Selesai (Mencapai Sebahagian KPI) 34. VEHICLE LOCATOR SYSTEM FOR MULTI-STORAGE CAR PARK MANAGEMENT Leader 20-JUN-2017 19-JUN-2019 Selesai (Mencapai Semua KPI) 35. DUAL IMAGE FUSION TECHNIQUE FOR ENHANCEMENT OF UNDERWATER IMAGE CONTRAST Member 15-MAY-2017 14-MAY-2019 Selesai (Mencapai Semua KPI) 36. Automated Vision System for Printed Circuit Board Inspection at ViTrox Corporation Berhad, Penang Malaysia Leader 20-JAN-2017 19-JAN-2018 Tamat (Perlu hantar laporan akhir)
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION REFEREED PUBLICATION CONFERENCE PAPER The Neuropsychology Assessment for Identifying Dementia in Parkinson’s Disease Patients using a Deep Neural Network 24/08/2021 Model of identifying Dementia in Parkinson's disease patients JOURNAL A real-time approach of diagnosing rice leaf disease using deep learning-based faster R-CNN framework 07/04/2021 Corresponding author JOURNAL The classification of motor imagery response: an accuracy enhancement through the ensemble of random subspace k-NN 25/02/2021 Corresponding author CONFERENCE PAPER Classification of High Performance Archers by Means of Bio-physiological Performance Variables via k-Nearest Neighbour Classification Model 28/04/2018 CONFERENCE PAPER Electronic Water Balancing Tool 28/04/2018 CONFERENCE PAPER The application of k-Nearest Neighbour in the identification of high potential archers based on relative psychological coping skills variables 06/04/2018 JOURNAL Image Pre-Processing Algorithm for Ficus deltoidea Jack (Moraceae) Varietal Recognition: A Repeated Perpendicular Line Scanning Approach 01/01/2018 CONFERENCE PAPER Integration of Enhanced Background Filtering andWavelet Fusion for High Visibility and DetectionRate of Deep Sea Underwater Image of UnderwaterVehicle 19/10/2017 JOURNAL Ficusdeltoidea (Jack) Moraceae Varietal Identification Using Statistical Recognition Approach 08/07/2017