Project Grants
1. Image Based Fuzzy Expert System for Paddy Diseases Diagnosis, 01-01-02-
SF0381, ScienceFund MOSTI, 01/09/2007 – 30/11/2009, RM139800.00,
Penyelidik Bersama
2. The Development of JawiWARE, UKM-GUP-TMK-07-02-034, Geran
Universiti Penyelidikan, 01/10/2007- 30/06/2010, RM585000.00,
Penyelidik Bersama
3. Smart and Secure House Systems, UKM-AP-ICT-17-2009, Projek Arus
Perdana, 01/07/2009 -31/12/2011, RM572000.00, Penyelidik Bersama
4. 3D feature extraction using low-end USB camera for quality inspection,
UKM-GGPM-ICT-103-2010, Geran Galakan Penyelidik Muda, 01/06/2010 –
30/06/2012, RM20000.00, Penyelidik Bersama
5. Pengesanan logo dan teks untuk objek yang bergerak berpandukan
penglihatan, UKM-GGPM-ICT-119-2010, Geran Galakan Penyelidik Muda,
01/06/2010 – 01/01/2013, RM25000.00, Ketua Projek
6. UKM-OUP-ICT-36-186/2011, OUP Kumpulan, 01/01/2011 – 31/12/2011,
RM45000.00, Ahli Kumpulan
7. Memperkasa pengajaran robot bola sepak di kalangan pelajar FTSM, PTS-
2011-047, Projek Tindakan/Strategik, 01/04/2011 – 31/03/2013,
RM12000.00, Ketua Projek
8. Sistem pengeluaran Automatik bermodul (MAPS): Kaedah pengajaran
Berasas Aplikasi Industri di FTSM, PTS-2011-054, Projek
Tindakan/Strategik, 01/04/2011 – 31/03/2013, RM14000.00, Penyelidik
Bersama
9. 2D-3D Hybrid Face Matching via Fuzzy Bees Algorithm for Forensic
Identification,ERGS/1/2011/STG/UKM/2/48 (TK), Skim Geran
Penyelidikan Eksploratori (ERGS), 21/06/2011 – 20/09/2013,RM69000.00,
Ketua Projek
10. Calligraphy Recognition in Jawi Manuscripts using Palaeography Concepts
Based on Perception Based Model, ERGS/1/2011/STG/UKM/01/18, Skim Geran Penyelidikan Eksploratori (ERGS), 21/06/2011 – 20/12/2013,
RM119000.00, Penyelidik Bersama
11. Children haptic Jawi handwritting recognition bad on multiple classifiers, UKM-GUP-2011-235, Geran Universiti Penyelidikan, 08/08/2011 –
07/08/2012, RM30000.00, Penyelidik Bersama
12. Exploring the automation process for brain tumour progression via hybrid
expert system and fuzzy techiques, UKM-GUP-2011-253, Geran Universiti
Penyelidikan, 08/08/2011 – 07/08/2012, RM30000.00, Penyelidik
Bersama
13. SPIKING-LVQ NETWORK FOR BRAIN TUMOR DETECTION, 01-01-02-
SF0694, ScienceFund MOSTI, 01/09/2011 – 30/08/2013, RM124000.00,
Penyelidik Bersama
14. Developing Diagnostic Imaging System for Breast cancer, FF-410-2011,
Dana UKM, 01/11/2011 -31/08/2012, RM 0.00, Penyelidik Bersama
15. Developing Diagnostic Imaging System for Brain Tumour, FF-436-2011,
Dana UKM, 01/12/2011 -31/03/2013, RM 0.00, Penyelidik Bersama
16. OUP-2012-183, OUP Kumpulan, 01/01/2012 – 31/12/2012, RM50000.00,
Ahli Kumpulan
17. Generic Object Localization Algorithm for Image Segmentation,
FRGS/1/2012/SG05/UKM/02/8, Skim Geran Penyelidikan Fundamental
(FRGS), 04/04/2012 – 03/04/2014, RM89200.00, Ketua Projek
18. Shearing Invariant Texture Descriptor for Material Recognition,
FRGS/1/2012/SG05/UKM/02/2, Skim Geran Penyelidikan Fundamental
(FRGS), 04/04/2012 – 03/10/2015, RM148100.00, Penyelidik Bersama
19. Spiking Neural P Systems to Enhance Intrusion Detection Systems for
Network Security Management, FRGS/1/2012/SG05/UKM/02/3, Skim
Geran Penyelidikan Fundamental (FRGS), 04/04/2012 – 03/04/2015,
RM181000.00, Penyelidik Bersama
20. Automated Medical Imaging Diagnostic Based on Four Critical Diseases:
Brain, Breast, Prostate and Lung Cancer, AP-2012-019, Projek Arus
Perdana, 01/08/2012 – 31/07/2014, RM270000.00, Penyelidik Bersama
21. Breast Cancer Diagostic Imaging System Using Mammogram and
Ultrasound, FF-338-2012, Dana UKM, 01/09/2012 – 30/09/2013, RM 0.00,
Penyelidik Bersama
22. Imaging Processsing of the Brain Tumor Using LVQ Classifier, FF-342-
2012, Dana UKM, 01/09/2012 -30/09/2013, RM 0.00, Penyelidik Bersama
23. N/A, GUP-2013-200, Dana Pembangunan Penyelidikan Kumpulan
Penyelidikan, 01/01/2013 -31/12/2013, RM28000.00, Penyelidik Bersama
24. PEMERKASAAN ULUL ALBAB MELALUI MODUL STEM INTEGRATIF, DPP-
2013-200, Dana Pembangunan Penyelidikan Kumpulan Penyelidikan,
01/01/2013 – 31/03/2014, RM28000.00, Penyelidik Bersama
25. PENGECAMAN POLA DAN PEMPROSESAN IMEJ DI DALAM MEMBUAT
KEPUTUSAN DI DALAM HAL-HAL TAK KETENTUAN UNTUK APLIKASI
MANUSKRIP JAWI, AUTENTIKASI BIOMETRIC DAN PENGKALAN DATA
IMEJ DATA PERUBATAN, DPP-2013-007, Dana Pembangunan Penyelidikan
Kumpulan Penyelidikan, 01/01/2013 – 31/03/2014, RM50000.00,
Penyelidik Bersama
26. Expert System for Brain Tumor Detection and Monitoring, FF-005-2013,
Dana UKM, 01/01/2013 -31/03/2016, RM 0.00, Penyelidik Bersama
27. Spike Response Model Function Stability with Mathematical Rigorous
Analysis, FRGS/1/2013/ICT02/UKM/02/4, Skim Geran Penyelidikan
Fundamental (FRGS), 01/04/2013 – 31/03/2015, RM63200.00, Penyelidik
Bersama
28. GEO-TEMPORAL CRIME NAVIGATION BASED ON MULTI-OBJECTIVE TIME
DELAY NEURAL NETWORK, ERGS/1/2013/ICT02/UKM/02/4, Skim Geran
Penyelidikan Eksploratori (ERGS), 20/05/2013 -19/11/2015, RM63900.00,
Ketua Projek
29. Diagnostic Services Nexus for Breast Cancer, ETP-2013-053, Skim Dana
Penyelidikan ETP (Economic Transformation Programme), 07/11/2013 –
06/05/2016, RM160000.00, Penyelidik Bersama
30. Machine Learning in Decision Making with the Uncertainty with
Applications to Jawi/Arabic Manusripts, Biometric Aunthentication,
Medical Image Database and Security and Digital Forensic Data, DPP-2014-
011, Dana Pembangunan Penyelidikan Kumpulan Penyelidikan,
01/04/2014 – 31/03/2015, RM30000.00, Penyelidik Bersama
31. Pembangunan Modul STEM Integratif Tauhidik bagi Program Intervensi
Peringkat Menengah Rendah, DPP-2014-098, Dana Pembangunan
Penyelidikan Kumpulan Penyelidikan, 01/04/2014 – 31/03/2015,
RM20000.00, Penyelidik Bersama
32. GPU ENHANCED ROPUST MULTI-DIMENSIONAL FACIAL IDENTIFICATION
SYSTEM FOR CCTV EVIDENCE IN VIDEO FORENSICS ANALYSIS,
TF0813C268(K2), TechnoFund (Ketua Projek di Luar UKM), 30/06/2014 –
01/07/2016, RM669000.00, Ketua Projek
33. Improving Segmentation of Arabic Handwriting by Determination of
Neighborhood Using Voronoi Diagrams, FRGS/1/2014/ICT07/UKM/01/1,
Skim Geran Penyelidikan Fundamental (FRGS), 01/07/2014 – 31/12/2016,
RM60000.00, Penyelidik Bersama
34. New game-based technique for measuring and visualising the
effectiveness of Computer-aided Language and Speech Therapy (CALST),
FRGS/1/2014/ICT05/UKM/02/1, Skim Geran Penyelidikan Fundamental
(FRGS), 01/07/2014 – 31/12/2016, RM73400.00, Penyelidik Bersama
35. OVERLAPPED IRREGULAR SHAPE DESCRIPTOR BASED ON NON-LINEAR
APPROACH, FRGS/1/2014/ICT07/UKM/02/5, Skim Geran Penyelidikan
Fundamental (FRGS), 01/07/2014 – 30/06/2016, RM90200.00, Ketua
Projek
36. Surjective Fuzzy Dissimilarity Algorithm for Medical Image Analysis, DIP-
2014-018, Dana Impak Perdana, 01/08/2014 – 31/07/2017, RM200000.00,
Penyelidik Bersama
37. Crime Prediction Using Spatio-Temporal Pattern with Rough Fuzzy Sets
Based Ensemble Learning,FRGS/2/2014/ICT02/UKM/02/1, Skim Geran
Penyelidikan Fundamental (FRGS), 01/12/2014 –
31/05/2017,RM88700.00, Penyelidik Bersama
38. PROSTATE CANCER DETECTION AND RECOGNITION SYSTEM (PCDRS),
TT-2017-003, Tanpa Biaya, 01/01/2015 – 31/12/2017, RM 0.00, Ketua
Projek
39. Keberhasilan KTP STEMind: Kajian Longitudinal Impak Program Dalam
Kalangan Komuniti dan Peranan PRS Pelbagai Peringkat, DPP-2015-087,
Dana Pembangunan Penyelidikan Kumpulan Penyelidikan, 15/06/2015 –
30/09/2016, RM 9000.00, Penyelidik Bersama
40. Machine Learning in Decision Making with Uncertainty with Application to
Jawi/Arabic Manusripts, Biometric Authentication, Intelligence Robot,
Medical Image Database and Security and Digital Forensic Data, DPP-2015-
012, Dana Pembangunan Penyelidikan Kumpulan Penyelidikan,
15/06/2015 – 30/09/2016, RM14000.00, Penyelidik Bersama
41. Pembangunan Sistem Diagnostik Automatik untuk Pengelasan
Sista/Nekrosis/Solid pada Imej MRI Otak, FF-2015-381, Tanpa Biaya,
12/11/2015 – 11/11/2018, RM 0.00, Penyelidik Bersama
42. OBJECT DESCRIPTOR VIA OPTIMIZED UNSUPERVISED LEARNING
APPROACHES (PEMERIHALAN OBJEK SECARA KAEDAH PEMBELAJARAN
TAK TERSELIA BEROPTIMASI), DIP-2015-023, Dana Impak Perdana,
01/01/2016 – 31/12/2017, RM100000.00, Ketua Projek
43. Commute- time convolution kernels for graph clustering to represent
images, FRGS/1/2016/ICT02/UKM/02/10, Skim Geran Penyelidikan
Fundamental (FRGS), 01/08/2016 – 31/01/2019, RM66000.00, Penyelidik
Bersama
44. Ensemble of Appearance Based Visual Loop-Closure Detection for Multiple
Destinations Robot navigation, FRGS/1/2016/ICT02/UKM/02/5, Skim
Geran Penyelidikan Fundamental (FRGS), 01/08/2016 – 31/01/2019,
RM95000.00, Penyelidik Bersama
45. Jawi Subword Handwritten Recognition using Multimodal Shared
Representation, FRGS/1/2016/ICT02/UKM/01/1, Skim Geran
Penyelidikan Fundamental (FRGS), 01/08/2016 – 31/12/2018,
RM62000.00, Penyelidik Bersama
46. Intelligent Vehicle Identity Recognition for Surveillance,
PRGS/1/2016/ICT02/UKM/02/1, Skim Geran Penyelidikan Pembangunan
Prototaip (PRGS), 04/10/2016 – 03/10/2018, RM70000.00, Ketua Projek
47. Robotic Programming Module based on Kolb`s model for Primary and
Secondary Students in Strengthening Interest in STEM Education,
FRGS/1/2017/ICT04/UKM/03/1, Skim Geran Penyelidikan Fundamental
(FRGS), 15/08/2017 – 14/08/2019, RM61200.00, Penyelidik Bersama
48. USING STEM DATA THROUGH SMART SELF-CRIME PREVENTION AT
SCHOOLS FOR OPEN DATA READINESS TAJUK PROGRAM: Fusion
Technologies for Stem Education in Schools to Enhance Open Data
Readiness in An Innovative Digital Economy, AP-2017-005/2, Projek Arus
Perdana, 01/09/2017 -31/08/2019, RM131000.00, Ketua Projek
49. Cloud Robotics Model for Multi-Robot SLAM, GGPM-2017-040, Geran
Galakan Penyelidik Muda,16/10/2017 – 15/10/2019, RM45000.00,
Penyelidik Bersama
50. Tracking Social Media and Cloud Applications based on Network Packets
in Computer Memory Image, GGPM-2017-026, Geran Galakan Penyelidik
Muda, 16/10/2017 – 15/10/2019, RM42000.00, Penyelidik Bersama
51. Program Asas Rekabentuk dan Pengaturcaraan Robot, TT-2017-006,
Program STEM dan Minda,01/11/2017 – 31/10/2019, RM30000.00,
Penyelidik Bersama
52. Model Kelestarian Penggunaan Siber Untuk B40, DCP-2017-015/4, Dana
Cabaran Perdana,01/02/2018 – 31/01/2020, RM61200.00, Penyelidik
Bersama
53. Cloud-based Monitoring and Edutainment Robot, KRA-2018-007, Dana
Penyelidikan Strategik, 01/03/2018 – 28/02/2019, RM50000.00,
Penyelidik Bersama
54. Prototype Mobile Phone Application to Monitor Patients’ Compliance
to Their Glaucoma Medications, FF-2018-298, Dana Fundamental PPUKM,
26/07/2018 – 25/08/2019, RM 4200.00, Penyelidik Bersama
55. Prototype Mobile Phone Application to Monitor Patients` Compliance to
Their Glaucoma Medications, GGPM-2018-048, Geran Galakan Penyelidik
Muda, 15/08/2018 – 14/08/2020, RM35100.00, Penyelidik Bersama
56. Cyber Range Platform: Robust Cyber Threat Intelligence Handling for
Internet of Things (IOT) Devices, TT-2019-001, Tekmark Sdn Bhd,
15/02/2019 – 14/02/2021, RM20000.00, Ketua Projek
57. Convolution neural network enhancement based on adaptive convexity
and regularization functions for fake video analytics,
FRGS/1/2019/ICT02/UKM/02/9, Skim Geran Penyelidikan Fundamental
(FRGS), 01/09/2019 – 31/08/2022, RM106500.00, Ketua Projek
58. Secure Geo-spatial monitoring and preventive Apps in managing drug and
polydrug activities in selected 178 hot spots, LRGS/1/2019/UKM-
UKM/2/7, Skim Geran Penyelidikan Jangka Panjang (LRGS), 01/12/2019 –
31/11/2022, RM468800.00, Ketua Projek
59. An IoT based patient monitoring for clinical decision support system,
TRGS/1/2019/UKM/01/4/3, Skim Geran Penyelidikan Transdisiplinari
(TRGS), 01/12/2019 – 31/11/2022, RM259500.00, Penyelidik Bersama