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Rubiyah Binti Yusof
B.Sc.(Electrical and Electronics), Eng. (Hons.),University of Loughborough, United Kingdom  
M.Sc.(Control System), Cranfield Inst. Of Tech., United Kingdom,
Ph.D (Control System), University of Tokushima,Japan
contact-academic-rubiyah

Professor
Dean
Email:rubiyah.kl@utm.my
Tel:03 22031215

Professional Membership
  • Member AI Society in Malaysia
  • Member Instrumentation and Control Society Malaysia (ICSM)
  • Member Institute of Electrical and Electronics Engineers (IEEE)

International / National Committee

  • Member, National Focal Point ASEAN- SCMIT for ASEAN Committee on Science and Technology (COST)
  • Editorial Board Member Asian Control Association (ACA)
  • Council Member, Federation of ASIA SIM
  • Guest editor for Journal of advanced computational intelligence and intelligent informatics, JACIII, Japan
  • Member, FAIS research project on Wet Experiment of Biologically Inspired Computation of NP hard problems and its applications. A Collaborative project among ASIAN Universities, Waseda University Japan
  • Committee member for Information Technology Group, Dewan Bahasa dan Pustaka, 1998-2000
  • Panel of examiner for a seminar organized by National Science Foundation, 17 Disember, 2002
  • LEP 2.0 Committee under MOE (2014)

External Examiner

No Name of Student Thesis Title University Year
1 David Bong Boon Liang Objective Blur Metrics Based On Local Contrast Masses And Minimum Gaussian Reblur PhD, USM 2014
2 Alireza Jalali Computational Modeling Of Cerebellar Model Articulation Controller PhD, UM 2014
3 Ng Lee Teng Vision Based Vehicle Detection And Classification Of Traffic Surveillance Msc, USM 2013
4 Santhi D Study Of Anatomical And Phatological Feature Segmentation In Retinal Images With Diabetic Retinopathy PhD, Anna University, Chennai, India 2013
5 Shantini B An Enhanced Security System Using Multimodal Biometrics For Hierarchical Mobile Ad Hoc Networks PhD, Anna University, Chennai, India 2013
6 Zulkifli Zainal Abidin Animal Inspired Searching Algorithm For Cooperative Autonomous Surface Vessel (ASV) Swarm PhD, USM 2012
7 MOHD SHAHRIMIE MOHD ASAARI Adaptive Kalman Filter Incorporated Eigenhand For Real-Time Hand Tracking System MSc, USM 2011
8 P. Mahalaksmi Decision Making Models For Identification And Classification Of Optimal Location For Aquaculture Farming Development PhD, VIT University, Tamil Nadu, India 2011
9 Zeyad Assi Obaid Design Of FPGA Based Multi-Structure PID FUZZY Logic Controller With Optimal Tunable Gains Method Msc, UPM 2010
10 Umair Soori Lagragian Based Approach For Group Motion Detection And Tracking In A Crowded Scene Msc , USM 2010
11 Ngo Chon Chet Development Of Commercial Vehicle Speed Warning System Msc, UPM 2009
12 Ding She Kion Genetic Fuzzy Control Of HVAC MSc, UPM 2007
13 Payam Shafiei Bafti The Effect Of Secondary Source Position On The Stability And Convergence Of Active Noise Control System MSc, UPM 2009
14 Shadi Ansarpanahi Model Predictive Control Design For A Non Linear Process MSc, UPM 2007

Working Experience

Assistant lecturer, UTM 5th September 1983-19th. September, 1986
Lecturer, UTM 20th. September, 1986- 5th. April 1995
Associate Professor, UTM April, 1995-Jan. 2007
Professor, UTM Jan 2007 until present
Administrative Post Current
Dean, Malaysian-Japan International Institute of Technology (MJIIT), UTM (start 1 February 2014)Past
1)      Industry leadership Development Program (ILDP) Director, BATC, UTM, 2006-2007
2)      Deputy Executive Director, BATC , UTM, 2007-2009
3)      Director CAIRO, 2009-Jan 2014
Grants
No Title of Project Type/sponsor Role Amount/date
1 A New Approach for Improving Performance and Fuel Economy of Small Engines Using a Retrofit Fuel Injection System Matching Grant / MOHE Head RM25,000(2013-2015)
2 Enhancement of SYCUT GUP Flagship Head RM90,000(2014-2015)
2 Dimension Reduction and Data Clustering for High Dimensional and Large Datasets GUP Tier 1/UTM Head RM200,000(2012-2014)
3 A Face Recognition System for Non Controlled Environment ERGS /MOHE Head RM70,000(2012-2014)
4 Utilization Of Parallel Computers Configuration and Modified Parallel Particle Swarm Optimization For Fast Computation in Solving Scheduling Problems FRGS/MOHE Head RM83,800(2012-2014)
  Syariah Compliance Automated Chicken Processing Machine for Small and Medium Sized Industries Technofund MOA(ministry of Agriculture) Head RM1,000,000(2011-2013)
5 Intelligent Fault Detection and Diagnosing for Process Plant MJIIT grant Head RM300,000(2011-2014)
6 Enhancement of Tropical Wood Species Accuracy MJIIT grant Head RM300,000(2011-2014)
7 Development of Networking Power Monitoring and Control System for a Building GUP flagship/UTM Head RM194,840(2011-2014)
8 On Line monitoring and Fault Diagnosis of Process Plant Using Artificial Intelligent Technique GUP tier 1/UTM Head RM130,000(2011-2013)
9 Intelligent Supervisory System For Virtual Laboratory Application GUP tier 1/UTM Head RM150,000(2011-2013)
10 Consumer Prediction System FRGS/MOHE Head RM32,000.00(2010-2012)
11 Web based Digital Watermarking,(Head) Innofund Head RM247,000(2008-2009)
12 Modeling and Simulation of Real Time Active Thermal Control Process Vot:78349FRGS Head RM 102,000.00,(2008-2010)
13 Refinement of The Vision System Development Platform (VSDP) for Commercialization and Its Application Technofund Vot:79901 Researcher RM 3,040,00.00(2007-2009)
14 Analysis of Closed-Loop System Identification Based on Control Input and Noisy Output Data FRGS: 78217 Researcher RM130,0002007-2009
15 Development of an intelligent home automation system IRPA Researcher RM 202,000,2004-2006)
16 Fuzzy Modeling and Control of nonlinear system: Distillation Column, (Head) IRPA Head RM 202,000,2002-2005
17 Automation of bank cheque recognition using Artificial Intelligence Technique IRPA Researcher RM99,0002002-2005
18 Development of an Intelligent Fault Diagnosis and isolation for Electro-Mechanical System IRPA Head RM 207,0002002-2005
20 Investigating the performance of various 16algorithms for face detection and recognition system, RMC short term grant, Researcher RM 32,000
21 Development of a web-based e-experiments for Physics RMC short term grant, Researcher RM 14,000
22 Design of PC based Vision System Engine for Multi Purpose Applications IRPA VOTE 74503 Researcher RM 2, 036,000.00,2002-2004
23 Design of a production plan Optimiser and Scheduler using Genetic Algorithms IRPA : Vot 74007 Head RM 120,0002002-2004
24 Design and Development of an Intelligent License Plate Recognition System IRPA: VOTE 74041 Researcher RM 141,000.00,2002-2004
25 Development of an intelligent power transformer fault diagnosis and prediction system IRPAVOT 72234 Researcher RM401,375.00,1999-2001.
26 Development of Intelligent Data Mining Facility, IRPAVOT 72284 Head RM115,000.00,1999-2001.
27 Intelligent Traffic Lights Control System IRPAVOT 72129 Researcher RM115,000.00,1999-2001.
28 Optimization of process plants using Artificial Intelligence technique IRPAVOT Head RM570,000.00,1998-2001.
29 Automation and Application of Artificial Intelligence Technology for Water Treatment Plant IRPA Researcher RM247,000.00,1998-2001.
30 Design and Development of an automated data entry system IRPAVOT 72185 Head RM192,850.00,1999-2001.
31 Intelligent Visual Inspection and Recognition System IRPA VOT 72093 Researcher RM240,000.00,1996-1998.
32 Intelligent Process Monitoring and Control System IRPA 72038 Head RM123,0001996-1998.
33 An Intelligent based self-tuning PID Controller Malaysia Toray Science Foundation: VOT 68044 Head RM 40,000.00,1996
34 Development of a Computer-Aided Control System Analysis and Design Package (PERISIK) UPP Grant, UTM, Code: 61121 Researcher (RM17,000.00)1989-1990
35 Development of an Expert CACSD Package using PERISIK – ) IRPA Code: 62032 Researcher (RM60,000.00)1990
36 Development of a PC-Based Transfer Function Analyzer – UPP Grant, UTM, Code: 61094 Researcher (RM5,000.00)1990
37 Development of Intelligent Traffic Light Control System, ) UPP Grant Researcher (RM25,000)1994
Awards
No Name of Award Year
1 JSPS Scholarship for PhD 1990-1994
2 Japan C & C (NEC) Foundation Award for best paper 1993
3 International Exchange Research Award for Outstanding Research Accomplishment, Graduate School of Engineering, University of Tokushima 1994
4 Malaysia Toray Science Foundation Award 1996
5 Silver award for the invention of Intelligent Post Code Recognition and Letter Sorting Machine , MINDEX-INNOTEX 97 1997
6 Bronze award for the invention of Intelligent Chilling Heating System, MINDEX-INNOTEX 97, 1997
7 First Prize: University Publication Award 1998 for International Journal paper Category from UTM, 1998
8 Bronze Medal   INNATEX 2000 2000
9 Top Ten UTM Scientist (based on citation index, see PSZ citation index finding and Prof. Dr. Szarina Abdullah’s presentation on 12th. Oct., 2004) 2004
10 Silver Medal for the invention of an automatic tropical wood recognition system, Geneva Exhibition and Convention 2004
11 Bronze medal for the invention of a Signature Verification System using Neural Network, INNATEX, 2005
13 Gold Medal for the invention of Signature Verification System , ITEX, 2005 2005
14 Gold Medal for the invention of Signature Verification System , IPTA, 2005 2005
15 Gold Medal ITEX 2006 for “KenalMuka: face recognition system” 2006
16 Innovative product Award for “KenalMuka: face recognition system”, ITEX 2006 2006
17 Budapest Genius Award for “KenalMuka: face recognition system” 2006
18 “Grand Genius Award”, for “KenalMuka: face recognition system”, IFIA Genius Budapest International Inventions Fair, 2006 2006
19 “Special Diploma Award” for “KenalMuka: face recognition system”, from Ministry of Education and Research, Romania, IFIA Genius Budapest International Inventions Fair, 2006 2006
20 Silver medal for Wood recognition system, exhibition Korea 2009
21 Bronze medal for Transformer diagnosis system, exhibition korea 2009
Contract Research and Consultancy
No Title Sponsor Company Amount Duration
1 Development of Laboratory Equipment for Control Engineering AISB RM40,000 1997-2002
2 Intelligent power restoration system Tenaga National Berhad Research RM25,000 1998-1999
3 Intelligent Transformer fault diagnosis Tenaga National Berhad Research RM90,000 1998-1999
4 Development of a signature verification system Telekom Research and Development RM 189,000 2004-2005
5 Development of Face Recognition system ELID RM200,000 2005-2006
6 Development of Face Recognition system Telekom Research and Development RM500,000 2005-2006
7 Development of an integrated automatic timetable scheduling UTM RM200,000 2007-2008
8 Development of web based digital watermarking system Digitech MSc RM70,000 2008-2009
9 Technology provider for the establishment of Malaysia Japan Industrial Institute MARA RM5,500,000 2007-2014
10 Training for MARA MJII teaching staff MARA RM2,000,000 2009-2011
11 Development of multi modal biometric system Telekom Research and Development RM450,000 2006-2007
12 Development of Consumer prediction software Cyphermatrix RM60,000 2008-2009
13 Development of GAI software for Paddy Fertilizer MARDI RM80,000 2012-2014
14 Development of Web Based System for Paddy GAI Model MARDI RM230,000 2012-2014
15 Control of Turbine JKR RM130,000 2013-2014
Administrative Task (For UTM)
  • Involve in Developing Computer Aided Design Laboratory for Diploma and Bachelor’s Degree Students: 1986-1990
  • Involve in redesigning the Laboratory for 4th Year and 5th Year Students: 1986-1990
  • In charge of the Administration of All Laboratories in the Faculty of Electrical Engineering: 1986-1989
  • Academic Advisor: 1986-1990 and 1994-1997
  • Manage   a   joint   Programme   between   UTM   and Warwick   University.
  • Programme   lead   to   a “Masters   in   Engineering   Business   Management” 1994 – 1996
  • Head of organizing committee for Opening Ceremony of IGDS program, BATC, 1995
  • Coordinator for MEE part-time course in Kuala Lumpur Campur (administration affairs), 2002
  • Facilitator for SLAB course at PPD, KL Campus, April, 2003
  • Representative of UTM to New Orleans, USA to bid for ICIT’98, 1997
  • Representative of FKE to Universite De Nante to discuss collaborative programs , 2004
  • Representative of CAIRO, FKE to DGA, Paris to discuss collaborative program between Asia and Europe through Asia Link Grant,2004
  • Representative of CAIRO to Portsmouth and Surrey University to discuss collaborative research, 2004
  • Representative of CAIRO to a company in France to discuss the commercialization of research product” Intelligent wood recognition system”, 2004
  • Organizing Committee for BATC (Business and Advanced Technology Center), UTM convocation ceremony, 2006,2007
  • Head, Organizing Committee for BATC (Business and Advanced Technology Center), UTM convocation ceremony, 2008
  • Task Force, Key Focus Area (KFA) – Graduate Education Enhancement & Tranformation, 2012
  • Research Committee, MJII (2010-present)
  • Committee for Development of MJIIT (2005-2009)
Seminar / Conference Involvement
  • Committee member “Regional Conference on Control Engineering”, at Hilton, Kuala Lumpur (July 17-18, 1990), jointly sponsored by UTM, Esso, Petronas, Sarawak Shell, British Council and IEEE Malaysia
  • Committee member of “A One Day Colloqium on Next Control Technology” (July 14, 1994), UTM, Kuala Lumpur
  • Committee member (Publication Chair) for Organising Committee TENCON 2000, 1999-2000
  • Committee Member (Secretary and Publication chair) Organising Committee for IFAC International Symposium AIRTC’97 , 1996-1997, organised by UTM, IFAC, dan ICSM
  • Publication Chair, TENCON 2000
  • Honorary secretary, Committee AIAI2003, Kuala Lumpur, Jun, 2003
  • Honorary secretary, IMAGE 2003, Kuching Sarawak, April, 2003
  • Honorary secretary, “ICMT, 2005”, Kuala Lumpur, December, 2005
  • Committee member,“STIC-ASIE”, November, 2004, organized by CAIRO, FKE and French Embassy
  • Committee member, “Ethics in Engineering”, sponsored by IEEE, USA, Januari, 2004
  • Honorary secretary , International Conference on Mechatronics Technology ICMT 2005
  • Honorary secretary , Malaysia Japan International Symposium on Advanced Technology, MJISAT 2007
  • Organizing Chairman, ICMSAO 2011 International Conference on Modelling, Simulation and Optimization
  • Workshop Chair, The 9th International Conference on Signal Image Technology
  • Chairperson, 16th FIRA Roboworld Congress 2013, International Multi-Conference on Artificial Intelligence Technology 2013
  • Committee, 16th FIRA Roboworld Congress 2013, International Multi-Conference on Artificial Intelligence Technology 2013
  • General Chairman Asian Control Conference (ASCC) 2015
Invited Lectures /Plenary talks/ Professor
  • Plenary Talk, 32nd JSST Annual Conference JSST 2013,International Conference on Simulation Technology
  • Public lecture at Pusat Sains Negara on ”Artificial Intelligence and Its Application” Julai, 2002
  • Invited speaker for KKTM Beranang 2009
  • Invited speaker for student seminar at Waseda University, 2010
  • Plenary Speaker at Stic Asie , 2011, Guangzhou, China
  • Invited speaker at IPS seminar, Waseda University, 2013
  • Invited speaker at IPS seminar, Waseda University, 2012
  • Visiting Professor at Kochi University, 2012
  • Visiting Professor at Waseda University, 2012
Selected Publications
International Refereed Journals

  • Current-voltage modeling of graphene-based DNA sensor, Hediyeh Karimi Feiz Abadi, R.Yusof,S.Maryam Eshrati,S.D.Naghib, M.Rahmani, M.Ghadiri,E.Akbari,M.T.Ahmadi, Neural Computing and Applications (NCA), Springer, ISSN 0941-0643, Vol 24, Issue 1, Jan 2014, pp 85-89 (impact factor 1.168)
  • Nonlinear Identification of a Magneto-Rheological Damper aBased on Dynamic Neural Networks, Marzuki Khalid, Rubiyah Yusof, Majid Joshani & Hazlina Selamat, Mohamad Joshani, Computer-Aided Civil and Infrastructure Engineering 29 (2014) 221–233, (impact factor 4.460)
  • Semi Analytical Modeling of Quantum Capacitance of Graphene-Based Ion Sensitive Field Effect Transistor, Hediyeh Karimi F. Abadi, Rubiyah Yusof, S. Danial Naghib, Mohammad Taghi Ahmadi, Meisam Rahmani, Mohammad Javad Kiani, and Mahdiar Ghadiri, Journal of Computational and Theoretical Nanoscience, American Scientific , Volume 11, Number 3, March 2014 , pp. 596-600 ISSN 15461955, (impact factor 2012 0.673)
  • Development of solution-gated graphene transistor model for biosensors, Nanoscale Research Letters 2014, 9:71, Hediyeh Karimi, Rubiyah Yusof, Rasoul Rahmani, Hoda Hosseinpour and Mohammad T Ahmad (impact factor 2.52)
  • Maximum power point tracking of partial shaded photovoltaic array using an evolutionary algorithm: A particle swarm optimization technique
, Mohammadmehdi Seyedmahmoudian, Saad Mekhilef, Rasoul Rahmani, Rubiyah Yusof, and Ali Asghar Shojaei, Journal of Renewable and Sustainable Energy 6, 023102 (2014); doi: 10.1063/1.4868025
  • An analytical approach to evaluate the performance of Graphene and Carbon Nanotube for NH3 gas sensor applications, Beilstein Journal of Nanotechnology, Elnaz Akbari, Rubiyah Yusof (impact factor 2.374) (accepted)
  • Numerical Modeling of the Oil Spill Trajectory and Real-time Tracking using Intelligent Swarm Robots, Mohsen Pashna, Rubiyah Yusof, Applied Mechanics and Materials Vols. 446-447 (2014) pp 1261-1265, 8 Nov 2013
  • R. Rahmani, M. S. Mahmoudian, S. Mekhilef, R. Yusof, “Implementation of Fuzzy Logic Maximum Power Point Tracking Controller for Photovoltaic System,” American Journal of Applied Sciences (AJAS), 10(3): 209-218, 2013. [ISI indexed, Impact Factor: 1.4; SCOPUS indexed]
  • R. Rahmani, M. F. Othman, A.A. Shojaei, R. Yusof, “Static VAR Compensator Using Recurrent Neural Network,” (Published online) Electrical Engineering: Archiv fuer elektrotechnik, Springer-Verlag Berlin Heidelberg, 2013. [ISI rank: Q4, Impact Factor: 0.397]
  • Fuzzy logic-based pre-classifier for tropical wood species recognition system, Rubiyah Yusof, Marzuki Khalid,Anis Salwa, Machine Vision and Application, July 2013, Vol 24, Issue 8,pp. 1589-1604, ISSN 0932-8092, (impact factor 1.103)
  • The Effect of Concentration on Gas Sensor Model Based on Graphene Nanoribbon, Elnaz Akbari, Rubiyah Yusof, M.J.Kiani, M.Saeidmanesh, M.Rahmani, H.K.Feiz Abadi, M.T.Ahmadi, Neural Computing and Applications, Springer, Published online August 2013 (impact factor 1.168)
  • Analytical Modeling of Partially Shaded PV System from a Single PV Module through the Multidimensional PV Structure, Mohammadmehdi Seyedmahmoudian, Saad Mekhilef, Rasoul Rahmani, Rubiyah Yusof, Ehsan Taslimi renani, Energies 6 (1) , pp. 128-144, 2013 (impact factor 1.865)
  • Application of kernel-genetic algorithm as nonlinear feature selection in tropical wood species recognition system, Yusof R., Khalid, M, M. Khairuddin, A.S, Computers and Electronics in Agriculture, Volume 93, April 2013, Pages 68-77 (impact factor 1.846)
  • Capacitance Variation of Electrolyte-Gated Bi-Layer Graphene Based-Transistors, Hediyeh Karimi F.A, Rubiyah Yusof, Mehdi Saeidmanesh, Mohammad Taghi Ahmadi, Meisam Rahmani, Elnaz Akbari and Wong King Kiat, Journal of Nanomaterials,HIndawi, Volume 2013, Article ID 836315, 5 pages, Published 8 November 2013, (impact factor 1.547)
  • Review of HVAC Scheduling Techniques for Buildings Towards Energy-Efficient and Cost-Effective Operations, Renewable & Sustainable Energy Reviews, Mohamad Fadzli Haniff, Hazlina Selamat, Rubiyah Yusof, Salinda Buyamin, Fatimah Sham Ismail, Renewable and Sustainable Energy Reviews,Vol 27, published online Nov 2013, , pp 94-103, DOI information: 10.1016/j.rser.2013.06.041 (impact factor: 5.627)
  • Hybrid Technique of Ant Colony and Particle Swarm Optimization for Short Term Wind Energy Forecasting, Rasoul Rahmani, Rubiyah Yusof, Mohammadmehdi Seyedmahmoudian, Saad Mekhilef, Journal of Wind Engineering & Industrial Aerodynamics, INDAER-D-13-00166R1,Elsevier, Volume 123, Part A, Published December 2013, Pages 163–170 (impact factor 1.342)
  • Gas Concentration Effect on Channel Capacitance in Graphene Based Sensors, Akbari, Elnaz; Ahmadi, M. T. Yusof, Rubiyah; Ghadiry, M. H.; Saeidmanesh, M., Journal of Computational and Theoretical Nanoscience, American Scientific, Volume 10, Number 10, October 2013 , pp. 2449-2452(4), ISSN 1546-1955 , (impact factor 0.673)
  • “Maximum Power Point Tracking of Partial Shaded PV Array Using an Evolutionary Algorithm: A PSO Technique,” M. S. Mahmoudian, S. Mekhilef, R. Rahmani, R. Yusof, Journal of Renewable and Sustainable Energy (JRSE), 2013. [ISI rank: Q3, Impact Factor: 1.514]
  • Implementation of Fuzzy logic maximum power point tracking controller for photovoltaic system, Rahmani, R., Seyedmahmoudian, M., Mekhilef, S., Yusof, R., American Journal of Applied Sciences, Volume 10, Issue 3, 13 April 2013, Pages 209-218
  • Implementing Particle Swarm Optimization in Wind Farm to Place Wind Turbines, Rasoul Rahmani, Rubiyah Yusof, Mohammadmehdi Seyedmahmoudian, Saad Mekhilef, Australian Journal of Basic and Applied Sciences, 7(7): 77-84, 2013, ISSN 1991-8178
  • A novel two-stage human face detection method based on appearance and local shape approaches, Australian Journal of Basic and Applied Science (AJBAS), Navabifar, R. Yusof, R. Rahmani, M. Emadi, Vol 7, Issue 9, 235-244, 2013
  • Optimization of DNA Sensor Model based Nanostructured Graphene Using Particle Swarm Optimization Technique, Hediyeh Karimi F.A, Rubiyah Yusof, R. Rahmani, M.T.Ahmadi, Journal of Nanomaterials, Hindawi,Accepted 6 Nov 2013 (impact factor 1.547)
  • Dimension Reduction and Clustering of High Dimensional Data Using Auto-Associative Neural Networks, Zalhan Mohd Zin, Rubiyah Yusof and Ehsan Mesbahi, International Journal of Computer Appllications (IJCA), 973-93-80875-71-6, Vol 72, Issue 11, pp 31-37, May 2013
  • Performance’s Comparison of Different Controllers on the Second Order system (Pendulum), Seyed Mohammad Attaran, Rubiyah Yusof, Hazlina Selamat, Dana Dehghani, International Journal of Engineering and Innovative Technology (IJEIT), ISSN 2277-3754, Vol 2, issue 11, pp 98-101, May 2013
  • Optimization of PCB Component placement using Self Organizing Genetic Algorithms, Fatimah Sham Ismail, Rubiyah Yusof and Marzuki Khalid, International Journal of Intelligent Manufacturing, Journal of Intelligent Manufacturing: Volume 23, Issue 3 (2012), Page 883-895 (impact factor 0.859)
  • “Solving Economic Dispatch Problem Using Particle Swarm Optimization by an Evolutionary Technique for Initializing Particles,”  R. Rahmani, M. F. Othman, R. Yusof, M. Khalid, Journal of Theoretical and Applied Information Technology (JATIT), 46 (2): 0526-0536, 2012. [SCOPUS indexed]
  • “Review on Partial Discharge Detection and Measurement in Electrical Power Equipments,” R. Rahmani, R. Yusof, M. S. Mahmodian, A. A. Shojaei, International Review on Modelling and Simulations (I.Re.Mo.S), 5 (1): 426-433, 2012. [SCOPUS indexed]
  • Structure Optimization of Neural Network for Dynamic System Modelling Using Multi-Objective Genetic Algorithm, Sayed Mohammad Reza Loghmanian, Hishamuddin Jamaluddin, Rubiyah Yusof, Marzuki Khalid, Robiah Ahmad , Neural Computing and Applications., September 2012, Volume 21, Issue 6, pp 1281-1295 (impact factor 0.699)
  • A new mutation operation for faster convergence in genetic algorithm feature selection, Rubiyah Yusof, Uswah Khairuddin and Marzuki Khalid, International Journal of Innovative Computing, Information and Control , Volume 8, Number 10, October 2012,7363-7379(impact factor 1.667 in 2010)
  • Polynomial NARX Model Structure Optimization using Multi Objective Genetic Algorithm, Sayed Mohammad Reza Loghmanian, Rubiyah Yusof, Marzuki Khalid, and Fatimah Sham Ismail, International Journal of Innovative Computing, Information and Control , Volume 8, Number 10(B), October 2012, 7341-7362(impact factor 1.667 in 2010)
  • Implementing Particle Swarm Optimization in Wind Farm to Place Wind Turbines, Mohammadmehdi Seyedmahmoudian, Saad Mekhilef, Rasoul Rahmani, Rubiyah Yusof, Ehsan Taslimi renani , Iranica Journal of Energy and Environment (IJEE), Vol. 3 no.4, 2012
  • Illumination Normalization using 2D Wavelet, Mehran Emadi, Marzuki Khalid,Rubiyah Yusof, Farhad Navabifar, Procedia Engineering 41 ( 2012 ) 854 – 859
  • Fusion Of Eigenface and Fisherface For Face Verification, Reza Arfa, Rubiyah Yusof and Suryanti Awang, ICIC Express Letters, An International Journal of Research and Surveys, ISSN 1881-803X,Vol. 6, No.4,April 2012.
  • Multimodal Biometrics Systems: A Feature Level Fusion Of Physical and Behavioral Biometric to Improve Person Identity Recognition, Suryanti Awang, Rubiyah Yusof and Reza Arfa, ICIC Express Letters, An International Journal of Research and Surveys, ISSN 1881-803X,Vol. 6, No.2,Feb 2012.
  • Performance Evaluation Of Self Organizing Genetic Algorithm for Multi-Objective Optimization Problems , Fatimah Sham Ismail, Rubiyah Yusof, Marzuki Khalid, Zuwairie Ibrahim and Hazlina Selamat , ICIC Express Letters, An International Journal of Research and Surveys, ISSN 1881-803X,Vol. 6, No.1,Jan 2012.
  • Solving Economic Dispatch Problem Using Particle Swarm Optimization By An Evolutionary Technique For Initializing Particles, Rasoul Rahmani, Mohd Fauzi Othman, Rubiyah Yusof and Marzuki Khalid, Journal of Theoretical and Applied Information Technology , Volume 46, Issue 2, December 2012, Pages 526-536
  • Nonlinear dynamic system identification using volterra series: Multi-objective optimization approach, Sayed Mohammad Reza Loghmanian, Rubiyah Yusof, Marzuki Khalid, Journal of Advanced Computational Intelligence and Intelligent Informatics, Volume 16, Issue 4, June 2012, Pages 489-495
  • Robust Small Gain State Feedback Controller For Uncertain Delay Systems Using Reduction Method, Adha Cahyadi, Rubiyah Yusof, Marzuki Khalid and Yoshio Yamamoto, ICIC Express Letters, An International Journal of Research and Surveys, ISSN 1881-803X,Vol. 6, No.3,Mac 2012
  • Optimized Feature Selection For Improved Tropical Wood Species Recognition System, Uswah Khairuddin, Rubiyah Yusof, Marzuki Khalid and Florian Cordova, ICIC Express Letters, Part B: Applications, An International Journal of Research and Surveys, ISSN 2185-2766,Vol. 2, No.2, pp 441-446, April2011.
  • Multimodal Biometric Recognition based on Fusion of Low Resolution Face and Finger Veins, Muhammad Imran Razzak, Muhammad Khurram Khan, Khaled Alghathbar and Rubiyah Yusof, International Journal of Innovative Computing Information and control(IJICIC), Volume 7, Number 8, August 2011, 4679-4689, (impact factor 2.93 , 2010)
  • Fusion ofmulti-classifiers for online signature verification using fuzzy logic inference, Marzuki Khalid, Rubiyah Yusof, Homam Mokayed , International Journal of Innovative Computing Information and control(IJICIC), vol.7, no.5,pp 2709-2726, May 2011, (impact factor 2.93 2010)
  • Self Organizing Genetic Algorithm for Multi-Objective Optimization Problem, Fatimah Sham Ismail, Rubiyah Yusof and Marzuki Khalid, International Journal of Innovative Computing, Information and control, to be published Vol.7, No.1,January 2011, (impact factor 2.93 2010)
  • Solving Job Shop Scheduling Problem using a Hybrid Parallel Micro Genetic Algorithm, Rubiyah Yusof, Marzuki Khalid, Gan Teck Hui, Syafawati Md Yusofc, Mohd fauzi Othman, Appl. Soft Comput. J. (2011), Issue 11, Vol 8, December 2011,5782-5792, (impact factor 2.612 , 2011)
  • Improved Recursive Instrumental Variable Parameter Estimator in the Self-Tuning Control of a Couple Tank System, Nor Alifa A Razap, Hazlina Selamat, Rubiyah Yusof and Yahaya Md Sam, International Journal of Innovative Computing, Information and Control, ISSN 1349-4198 Vol.7, No.10,October 2011, (impact factor 2.93, 2010)
  • CSLDA and LDA fusion based face recognition, Muhammad Imran Razzak, Muhammad Khurram Khan, Khaled Alghtahbar, Rubiyah Yusof, Przegląd Elektrotechniczny” (Electrical Review)  Journal, ISSN PL 0033-2097, pp 210-214, Issue 01/2011, i(mpact factor 0.196)
  • Optimization of Fuzzy Model using Genetic Algorithm for Process Control Application, Rubiyah Yusof, Ribhan Zafira Abdul Rahman, Marzuki Khalid, Mohd Faisal Ibrahim, Journal of the Franklin Institute, Elsevier , Special issue on Modeling, Simulation and Applied OptimizationICMSAO-09, The Third International Conference on Modeling, Simulation, and Applied Optimization , Volume 348, Issue 7 , pg 1717-1737, 2011, (impact factor 2.724, 2011)
  • Modeling and simulation of wet gas flow in venturi flow meter, Seraj, H., Rahmat, M.F. , Khaled, M. , Yusof, R., Sensors and Transducers, Volume 132, Issue 9, September 2011, Pages 57-68
  • Rule Based Online Urdu Character Recognition , Muhammad Imran Razzak, Rubiyah Yusof, Syed Afaq Husain and Muhammad Sher, ICIC Express Letters, An International Journal of Research and Surveys, Volume 4, Issue 2, April 2010
  • Multimodal Faceand Finger Veins Biometric Authentication, Muhammad Imran Razzak, Rubiyah Yusof, Marzuki Khalid, Scientific Research and Essasy, published September, 2010, An International Journal of Research and Surveys, Volume 4, Issue 2, April 2010, (impact factor 0.324)
  • Fault Detection and Diagnosis for Process Control Rig using Artificial Intelligent, Rubiyah Yusof, Ribhan Zafira Abdul Rahman and Marzuki Khalid, ICIC Express Letters, An International Journal of Research and Surveys, Vol 4, No 5(B), Oct 2010, ICI International 2010 ISSN 1881-803X, pp 1811-1816.
  • Review Of Wet Gas Flow Measurement Using Venturi Tubes And Radio Active Materials, Hossein Seraj, Marzuki Khaled, Rubiyah Yusof And Mohd Fuaad Rahmat, International Journal On Smart Sensing And Intelligent Systems, Vol. 3, No. 4, pp672-689, December 2010
  • Solving Industrial Based Job Shop Scheduling Problem By Distributed Micro-GA Algorithm with Local Search, Rubiyah Yusof, Marzuki Khalid, Tay Cheng San,   Springer – Verlag- Lecture Notes in Computer Science, 6276 LNAI(Part 1), pp. 69-79, 2010
  • Ordinal Structure Fuzzy Logic Predictor for Consumer Behavior, Marzuki Khalid, Rubiyah Yusof, Mohd Ridzuan Mohd Yunus, Springer – Verlag- Lecture Notes in Computer Science,6277(Part 2), pp 464-476, 2010
  • Modeling of a multilane-multiple intersection based on queue theory and standard approach technique, Azura Che Soh, Marzuki Khalid, Mohamad Hamiruce Marhaban, Rubiyah Yusof, International Journal of Simulation Modelling Practice and Theory,Vol 17, Issue 6, July 2009, pp 1081-1105, impact factor 0.543
  • Direct Model Reference Adaptive Controller Based-On Neural-Fuzzy Technique for nonlinear dynamical Systems, Hafizah Hussain, Marzuki Khalid, Rubiyah Yusuf , American Journal of Applied Science 2008 (pg769-776)
  • Self-Tuning Control for Active Steering of a Railway Vehicle with solid-axle wheelsets, H. Selamat, R. Yusof and R.M. Goodall, IET Control Theory and Applications, Volume 2, Number 5, May 2008, pp. 374 – 383
  • Recursive Least Squares and Fuzzy Modelling Using Genetic Algorithm for Process Control Application, Ribhan Zafira, Rubiyah Yusof, Marzuki Khalid and Faisal Ibrahim, IJSSST, Vol. 9, No. 3, September 2008,   38  ISSN: 1473-804x online, 1473-8031 print
  • Design of an Intelligent Wood Species Recognition System, International Journal of Simulation, Systems, Science and Technology, UK Simulations Society, Vol. 9, No. 3, pp. 9-19, Sept. 2008, U. Kingdom, Marzuki Khalid, Eileen Liew, Rubiyah Yusof, and Miniappan Nadaraj
  • Formulation of Linguistic Regression Model Based on Natural Words, Y. Toyoura, J. Watada, M. Khalid, R. Yusof, Soft Computing Journal, 2002., eds Dr. Vesa, Springer., impact factor 1.52
  • “Adaptive GRNN for Modelling of Process Plants”, L.S. Teo, M. Khalid, and R. Yusof, International Journal of Systems and Control Engineering, Inst. of Mech. Engineers, U.K. 1999.
  • Tuning of a Neuro-Fuzzy Controller designed by Genetic Algorithms”, L.S. Teo, M. Khalid, and R. Yusof, IEEE Trans on Systems, Man and Cybernetics, April, 1999.
  • “Self-Tuning Neuro-Fuzzy Control by G.A. with Application to a Coupled-Tank Liquid-level Control System”, L.S. Teo, M. Khalid, and R. Yusof, Int. Journal on Engineering Applications of AI, Elsevier, Vol. 11, pp 517-529, 1998.
  • “Adaptive Neuro-Fuzzy Control Systems by RBF and GRNN Neural Networks”, L.S. Teo, M. Khalid, R. Yusof, and S. Omatu, Int. Journal of Intelligent and Robotics System, Kluwer Academics, Vol. 23 (Special Issue), December, 1998.
  • “Temperature Regulation With Neural Networks and Alternative Control Schemes”, M. Khalid, S. Omatu, and R. Yusof, IEEE Trans. on Neural Networks, 1995.
  • “Neural Network for Self Learning Process Control Systems”, M. Khalid, R. Yusof, and S. Omatu, Journal of Artificial Neural Networks, USA, 1992, Vol. 1, No. 1, pp. 23-49, 1994.
  • “Self-Tuning PID Control: A Multivariable Derivation and Application”, R. Yusof, S. Omatu, and M. Khalid, Automatica, Pergamon Press, 1993 ,Vol 30, N0. 12, pp1975-1981, 1994.
  • “Temperature Control of a Water Bath by Self-Tuning PID Controller”, R. Yusof, S. Omatu, and M. Khalid, Int. Journal of Systems Science, Taylor and Francis, UK , 1993.
  • “MIMO Furnace Control With Neural Networks”, M. Khalid, R. Yusof, and S. Omatu, IEEE Trans. on Control Systems Technology, Vol. 1, No. 4, pp. 238-245, Dec 1993.
  • “Adaptive Fuzzy Control of a Water Bath Process With Neural Networks”, M. Khalid, S. Omatu and R. Yusof, Int. Journal of Engineering Applications of Artificial Intelligence, Vol. 7, No. 1, Pergamon Press, pp. 39-52, 1993.
  • “Temperature Control for Heating Cylinder by Multivariable STC”, S. Omatu, R. Yusof, K. Shinohara and M. Hotta, Trans. of ISCIE, Japan, Vol. 5, No. 3, pp. 102-110, 1992.
  • “A Multivariable Self-Tuning PID Controller”, R. Yusof and S. Omatu,   Int. Journal of Control, Taylor and Francis, Vol. 57, No. 6, pp. 1387-1403, June 1992.

Local Referred Journals

  • License plate detection using cluster run length smoothing algorithm (CRLSA), Abdullah, S.N.H.S., Khalid, M, Omar, K, Yusof, R, Sains Malaysiana, Volume 38, Issue 4, August 2009, Pages 577-587
  • “Intelligent Traffic Lights Control by Fuzzy Logic”, K.K.Tan, M.Khalid, R.Yusof, Malaysian Journal of Computer Science, Volume 9, Issue 2, 1996, Pages 29-35
  • “Interpretations of Self-Tuning PID Control”, R. Yusof, S. Omatu, and M. Khalid, Jurnal Teknologi, UTM, Malaysia, 1995
  • “Adaptive Fuzzy-Neural Networks Integrated Control System”, M. Khalid, S. Omatu and R. Yusof, Jurnal Teknologi, UTM, Malaysia, 1994
  • “Furnace Control by Neural Networks”, M. Khalid, S. Omatu and R. Yusof, Jurnal IEM, Malaysia, 1994
  • “Temperature Control of a Water Bath Process: A Comparative Study Between a Neuro-Control, A Self-Tuning, A Generalised Predictive and a Conventional Feedback Control Approach”, M. Khalid, R. Yusof, and S. Omatu, Jurnal Teknology UTM, Malaysia, Bil. 18, Disember 1992.
  • “Self Tuning PID Control : A Multivariable Approach”, R. Yusof, S. Omatu, and M. Khalid, Journal of Physical Science, USM, Malaysia, Vol. 3, pp. 45-63, 1992.

National and International Conferences

2013

  • A Discrete-Event Traffic Simulation Model for Multilane-Multiple Intersection, Azura Che Soh, Mohammad Hamiruce Marhaban, Marzuki Khalid,Rubiyah Yusof, 9th Asian Control Conference (ASCC 2013), Istanbul, Turkey, 21-27 June 2013
  • Model-based Fault Detection and Diagnosis Optimization for Process Control Rig, Ribhan Zafira Abdul Rahman, Rubiyah Yusof and Fatimah Sham Ismail, 9th Asian Control Conference
    (ASCC 2013), Istanbul, Turkey, 21-27 June 2013
  • Clustering The Tropical Wood Species Using Kohonen Self-Organizing Map (KSOM), Ahmad Azlin, Yusof Rubiyah, 2nd International Conference on Advances in Computer Science and Engineering (CSE 2013), Los Angeles, California, USA, 1-2 July 2013
  • Numerical Modeling of the Oil Spill Trajectory and Real-time Tracking using Intelligent Swarm Robots, Mohsen Pashna, Rubiyah Yusof, Zool H. Ismail, 2013 2nd International Conference on Electronics, Mechatronics and Automation (ICEMA 2013),24-25 August 2013, Singapore
  • Fuzzy Data Management on Pores Arrangement for Tropical Wood Species Recognition System, Rubiyah Yusof, Marzuki Khalid , Anis Salwa Mohd Khairuddin , Science and Information Conference 2013 (SAI 2013), 7-9 Oktober, London , United Kingdom, pp 529 – 535
  • Feature Level Fusion of Face and Signature using a Modified Feature Selection Technique, Suryanti Awang, Rubiyah Yusof, Mohamad Fairol Zamzuri, Reza Arfa, The 9th International Conference on Signal Image Technology & Internet Based Systems, 2-5 Dec 2013, Kyoto, Japan
  • Tropical Wood Species Recognition System Based on Gabor Filter as Image Multiplier, Rubiyah Yusof, Nenny Ruthfalydia Rosli, The 9th International Conference on Signal Image Technology & Internet Based Systems, 2-5 Dec 2013, Kyoto, Japan
  • The Implementation of Ant Clustering Algorithm (ACA) in Clustering and Classifying the Tropical Wood Species, Azlin Ahmad, Rubiyah Yusof, The 9th International Conference on Signal Image Technology & Internet Based Systems, 2-5 Dec 2013, Kyoto, Japan
  • Improved wavelet-based online signature verification scheme considering penscenario information, M. R. Nilchiyan, R. Bte Yusof, Artifical Intelligence, Modelling and Simulation (AIMS 2013), Kota Kinabalu, Sabah, 3-5 Dis 2013

2012

  • Swarm intelligence based fuzzy controller – A design for nonlinear water level tank  Joshani, M. , Khalid, M., Yusof, R., Cahyadi, A.I. Proceedings – 3rd International Conference on Intelligent Systems Modelling and Simulation, ISMS 2012;Kota Kinabalu;Category number E4668; Code89401
  • Illumination Normalization Using 2D Wavelet, Mehran Emadi, Rubiyah Yusof, Marzuki Khalid and Farhad Navabitar,International Symposium on Robotics and Intelligent Sensors 2012 (IRIS 2012), Kuching, Sarawak, 4-6 September 2012
  • Compression and Visualization of High Dimensional Data Using Auto-Associative Neural Networks, Zin M.Z, Khalid M, Yusof R, Mesbahi E, 31st JSST International Conference on Simulation Technology, Japan Society of Simulation Technology (JSST), Kobe, Japan, 27-28 October 2012

2011

  • Tropical wood species recognition system based on multi-feature extractors and classifiers , Khalid, M., Yusof, R. , Khairuddin, A.S.M. Proceedings of 2011 2nd International Conference on Instrumentation Control and Automation, ICA 2011, Pages 6-11 2011 Category number CFP1179P-DVD; Code88535
  • A complete model of stand-alone photovoltaic array in MATLAB-simulink environment  , Rahmani, R. , Fard, M., Shojaei, A.A., Othman, M.F., Yusof, R. Proceedings – 2011 IEEE Student Conference on Research and Development, SCOReD2011, Pages 46-51, Category number CFPI1526-ART; Code88888
  • A review of methods for face verification under illumination variation, Emadi, M., Navabifar, F., Khalid, M. Yusof, R., Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2011, Volume 1, 2011, Pages 381-390;Code91953
  • Multi-Objective Optimization Problems: Method and Application,Fatimah Sham Ismail, Rubiyah Yusof and S Muhd Masduqi Waqiyuddin. (2011). Fourth International Conference on Modeling, Simulation and Applied Optimization (ICMSAO-2011), Kuala Lumpur, Malaysia, 19 – 21 April, 2011. Category number CFP1176N-ART; Code85259
  • Nonlinear dynamic system identification using Volterra series: Multi-objective optimization approach , Loghmanian, S.M.R. , Yusof, R. , Khalid, M. Fourth International Conference on Modeling, Simulation and Applied Optimization (ICMSAO-2011), Kuala Lumpur, Malaysia, 19 – 21 April, 2011, Category number CFP1176N-ART; Code85259
  • Robustness of reduction method for stabilization of uncertain input-delayed process plant  , Cahyadi, A.I., Yusof, R., Khalid, M., Yamamoto, Y. Fourth International Conference on Modeling, Simulation and Applied Optimization (ICMSAO-2011), Kuala Lumpur, Malaysia, 19 – 21 April, 2011, Category number CFP1176N-ART; Code85259
  • A Dynamic WSN Structure for Network Cloud and an Efficient Flooding Technique, .K.M. Muzahidul Islam, Sabariah Baharun, S. S. Abdullah, Rubiyah Yusof, Wei Chen, Koichi Wada, Fourth International Conference on Modeling, Simulation and Applied Optimization (ICSMAO’11), Impiana KLCC Hotel & SPA, Kuala Lumpur, 19-21 April 2011
  • A short review paper on Face detection using Mechine learning, Farhad Navabifar, Mehran Emadi, Rubiyah Yusof, The 2011 world congress in computer science, computer engineering and applied computation (worldcomp’11), USA, July 18-21, 2011
  • Improved Tropical Wood Species Recognition System based on Multi-feature extractor and classifier, Marzuki Khalid, Rubiyah Yusof, and Anis Salwa bt. Mohd. Khairuddin, International conference on electrical and computer engineering (ICECE 2011) by WASET, Yichang, China. Sept. 16-18, 201
  • 3D Visualization of Self Organizing Maps for Data Clustering, Zalhan Mohd Zin, Marzuki Khalid, Ehsan Mesbahi, Rubiyah Yusof, JSST International Conference on Modelling and Simulation Technology (JSST2011), Tokyo, Japan, 22-23 October 2011
  • Enhanced Data Clustering Using Multilayer Self Organizing Maps, Zalhan Mohd Zin, Marzuki Khalid, Ehsan Mesbahi, Rubiyah Yusof, 3rd International Conference on Engineering Technology (ICET2011), Kuala Lumpur, 4-7 Dec 2011
  • Performance Evaluation of Self Organizing Genetic Algorithm for Multi-Objective Optimization Problems, Fatimah Sham Ismail, Rubiyah Yusof, Marzuki Khalid, Zuwairie Ibrahim, Hazlina Selamat, Sixth International Conference on Innovative Computing, Information and control (ICICIC2011), Kitakyushu, Japan, December 22-24, 2011
  • Fusion of Eigenface and Fisherface for Face Verification, Reza Arfa, Rubiyah Yusof and Suryanti Awang, Sixth International Conference on Innovative Computing, Information and Control (ICICIC2011), Kitakyushu, Japan. December 22-24, 2011,
  • Fusion of Face and Signature at the Feature Level by Using Correlation Pattern Recognition, Suryanti Awang and Rubiyah Yusof, International Conference on Electrical and Computer Engineering (ICECE 2011), Penang, Malaysia, 22-25 Feb 2011
  • Multimodal Biometric System: Feature Level Fusion of Physical and Behavioral Biometric to Improve Identity Recognition, Suryanti Awang, Rubiyah Yusof and Reza Arfa, Sixth International Conference on Innovative Computing, Information and Control (ICICIC2011), Kitakyushu, Japan, December 22-24, 2011,
  • Robust Small Gain State Feedback Controller For Uncertain Delay Systems Using Reduction Method, Adha Imam Cahyadi, Rubiyah Yusof, Marzuki Khalid, Sixth International Conference on Innovative Computing, Information and Control (ICICIC2011), Kitakyushu, Japan., December 22-24, 2011
  • Using Two Stage Classification for Improved Tropical Wood Species Recognition System, Anis Salwa Mohd Khairuddin, Marzuki Khalid and Rubiyah Yusof, 4th International Conference on Intelligent Interactive Multimedia Systems and Service, University of Piraeus, Greece, 20-22 July 2011
  • A review of Method for Face verification under Illumination, Mehran Emadi, Marzuki Khalid, Rubiyah Yusof, The 2011 world congress in computer science, computer engineering and applied computation (worldcomp’11), USA, July 18-21, 2011

2010

  • Using Gabor Filters as Image for Tropical Wood Species Recognition System, Rubiyah Yusof, Nenny Ruthalydia, Marzuki Khalid, UKSim- AMSS 12th International Conference on Computer Modeling and Simulation, University Cambridge, England, March 24-26, 2010
  • Feature Selection for Tropical Wood Species Recognition using Genetic Algorithm, Uswah Khairuddin, Zuwairie Ibrahim, Rubiyah Yusof, and Marzuki Khalid, 2010 International Symposium on Robotics and Intelligent Sensors (IRIS2010)pp. 275-281, Nagoya, Japan, March 8-11, 2010
  • Fault detection and diagnosis for process control rig using Artificial Intelligent, Ribhan Zafira Abdul Rahman, Rubiyah Yusof, Marzuki Khalid, Third International Symposium on Intelligent Informatics (ISII2010), Dalian, China, September 5-7, 2010
  • New Self Organizing Optimization Method for Multi-Objective Problem , Fatimah Sham Ismail, Rubiyah Yusof, 2010 IEEE International Conference on Systems, Man, and Cybernetics, Istanbul,TURKEY , 10-13, October 2010
  • Optimized Feature Selection for Improved Tropical Wood Species Recognition System, Uswah Khairuddin, Rubiyah Yusof, Marzuki Khalid, Florian Cordova, ICICIC2010 – The Fifth International Conference On Innovative Computing, Information and Control, Xi’an, China, 20-22 December 2010
  • Fault Detection and Diagnosis for Process Control Rig using Artificial Intelligent, Rubiyah Yusof, Ribhan Zafira Abdul Rahman and Marzuki Khalid, Proceeding Third International Symposium on Intelligent Informatics (ISII2010), Dalian, China, 5-7 Sept 2010

2009 and below

  • Wheel-Rail Contact Parameters Estimation for a Conical Solid-Axle Railway Wheelset Using Least-Absolute Error with Variable Forgetting Factor Method, Hazlina Selamat & Rubiyah Yusof, International Conference on Industrial Technology (IEEE-ICIT 2009), pp. 184 – 189
  • Fuzzy Modeling with Genetic Algorithm for Process Control Rig, Ribhan Zafira Abdul Rahman, Rubiyah Yusof, Marzuki Khalid, ICMSAO 09 Third International Conference on Modeling Simulation and Applied Optimization, 20 – 22nd January 2009
  • Fuzzy Artmap Approach for Face Recognition System using Malaysian Dataset, Jamikaliza Abdul Karim, Rubiyah Yusof, Marzuki Khalid, ICMSAO 09 Third International Conference on Modeling Simulation and Applied Optimization, American University of Sharjah, Sharjah, United Arab Emirates, 20 – 22nd January 2009
  • Thermal Optimization Formulation Strategies for Multi-Constraints Electronic Devices Placement on PCB, Fatimah Sham Ismail and Rubiyah Yusof (2009), 1-6, TENCON 2009 – 2009 IEEE Region 10 Conference, Singapore, 23-26 November 2009, Digital Object Identifier: 10.1109/ TENCON.2009.5396251.
  • Application of Genetic Algorithm for Thermal Optimization, Fatimah Sham Ismail and Rubiyah Yusof. (2009), The Second International Conference on Control, Instrumentation and Mechatronic Engineering (CIM09), Malacca, Malaysia, June 2-3, 2009, pp.464-469.
  • Electronic Devices Thermal Analysis and Optimization Using Genetic Algorithm Fatimah Sham Ismail and Rubiyah Yusof. (2008), International Graduate Conference on Engineering and Science, IGCES-2008, 23-24 December 2008.
  • Modelling of Electrothermal Temperature Profile For IC-Based Electronic Devices, Fatimah Sham Ismail and Rubiyah Yusof, 2nd International Conference On Functional Materials and Devices (ICMD),Kuala Lumpur, 16th-19th June 2008
  • Experimental Setup For Active Thermal Control of IC Package Electronic Devices, Fatimah Sham Ismail, Rubiyah Yusof, Haslina Selamat, M.F.Abu Bakar and A. Hamzah, The 1st International Meeting on Advances in Thermo-fluid (IMAT),UTM, Malaysia, 26th August 2008
  • Online Signature Verification with Neural Network Classifier and Fuzzy Inference, Hamam Mokayed, Marzuki Khalid and Rubiyah Yusof, The 4th International IEEE Conference on Signal Image Technology and Internet Based System – SITIS 2008, 15th July 2008
  • Multi-level Fuzzy Score Fusion for Client Specific Linear Discriminant Analysis based Face Authentication System, Babak Rezaei Rowshan, Marzuki Khalid, Rubiyah Yusof, The 4th International IEEE Conference on Signal Image Technology and Internet Based System – SITIS 2008, 15th July 2008
  • Text dependant speaker Verification System Using Discriminative Weighting Method and Artificial Neural Networks, Mohd Zamri Ibrahim, Marzuki Khalid, Rubiyah Yusuf, AIA 2008, Austria
  • Image Projection in Face Detection Using Artificial Neural Network, Mohammad Zaharudin Ahmad Darus, Mat Kamil Awang, Nazaruddin Omar, Shahrin Azuan Nazeer, Marzuki Khalid , Rubiyah Yusof, 8th Asean Science and Technology Week (ASTW) Scientific and Technical Conferences, 3-4th July, 2008
  • Face Recognition Systems based on Photometric Normalization, Linear Subspace and Artificial Neural Network Approaches, Shahrin Azuan Nazeer, Marzuki Khalid, and Rubiyah Yusof, 8th Asean Science and Technology Week (ASTW) Scientific and Technical Conferences, 3-4th July, 2008
  • Modelling of a Multilane Traffic Intersection Based on Networks of Queues and Jackson’s Theorem,Mohammad Hamiruce Marhaban, Azura Che Soh, Marzuki Khalid, Rubiyah Yusof, MJISAT 2007, Kuala Lumpur, 12-15 November 2007.
  • Modelling and Optimisation of a Traffic Intersection Based on Queue Theory and Markov Desicion Control Methods, Azura Che Noh, Mohammad Hamiruce Marhaban, Marzuki Khalid, Rubiyah Yusof. International Conference on Asia Modeling Symposium (AMS), March 27-30, 2007, Phuket, Thailand.
  • Obstacle Avoidance of Mobile Robots using Ordinal Structure Model of Fuzzy Reasoning Approach, Faisul Arif Ahmad, Khairulmizam, Marzuki Khalid, Rubiyah Yusof. MJISAT 2007, Kuala Lumpur, 12-15 November 2007.
  • Eyebrow Localization for EBGM-based Face Recognition, Haslina Md. Sarkan, Marzuki Khalid, Rubiyah Yusof, MJISAT 2007, Kuala Lumpur, 12-15 November 2007
  • Fuzzy C-Means Clustering on Text Dependent Speaker Verification System, Mohd Zamri Ibrahim, Marzuki Khalid, Rubiyah Yusof, MJISAT 2007, Kuala Lumpur, 12-15 November 2007
  • Modelling of a Process Control Rig using a Genetic Algorithm based Fuzzy Approach, Ribhan Zafira Abdul Rahman, Rubiyah Yusof, Marzuki Khalid, MJISAT 2007, Kuala Lumpur, 12-15 November 2007.
  • Recursive Least Square and Fuzzy Modelling Using Genetic Algorithm for Process Control Application, Ribhan Zafira Abdul Rahman, Rubiyah Yusof, Marzuki Khalid, International Conference on Asia Modeling Symposium (AMS), March 27-30, 2007, Phuket, Thailand
  • License Plate Recognition based on Geometry Features Topological Analysis and Support Vector Machine, Siti Norul Huda Sheikh Abdullah, Marzuki Khalid, Rubiyah Yusof, Khairuddin Omar, MJISAT 2007, Kuala Lumpur, 12-15 November 2007
  • Comparison of Feature Extractors in Licence Plate Recognition, Siti Norul Huda Sheikh Abdullah, Marzuki Khalid, Rubiyah Yusof, Khairuddin Omar, International Conference on Asia Modeling Symposium (AMS). March 27-30, 2007, Phuket, Thailand.
  • Face Detection Using Artificial Neural Network Approach, Shahrin Azuan Nazeer, Nazaruddin Omar, Khairol Faisal Jumari, Marzuki Khalid, Rubiyah Yusof. International Conference on Asia Modeling Symposium (AMS). March 27-30, 2007, Phuket, Thailand.
  • Face Verification with Gabor Representation and Support Vector Machines, Yap Wooi Hen, Marzuki Khalid, Rubiyah Yusof International Conference on Asia Modeling Symposium (AMS). March 27-30, 2007, Phuket, Thailand.
  • Enchancing Feature Selections for Face Detection Using Genetic Alghoritm. Zalhan Mohd Zain, Marzuki Khalid, Rubiyah Yusof, MJISAT 2007, Kuala Lumpur, 12-15 November 2007.
  • “Effective Teaching of Control Systems using an Expert System based Virtual Laboratory Systems”, M. Khalid, R. Yusof, C. T. Heng, M. R. Yunus, and O. Ono, Seventh ASEAN Science and Technology Week Conference, Jakarta, Indonesia, August 5-7, 2005.
  • “Parameter Estimation of a Continuous time Plant: The least Absolute Erropr with Variable Forgetting Factor method”, Hazlina Selamat, Rubiyah Yusof, Roger Goodall ICMT 2005, 5-8 December,2005, Kuala Lumpur
  • “Fault Diagnosis of an Induction Machine using Neuro-Fuzzy Inference”, M. S. Zainal Abidin, M. Khalid, and R. Yusof, Seventh ASEAN Science and Technology Week Conference, Jakarta, Indonesia, August 5-7, 2005.
  • “An Intelligent Recognition System for Tropical Wood Species”, M. Khalid, E. Liew, R. Yusof, S. C. Lim, Y. E. Tan, and O. Ono,Seventh ASEAN Science and Technology Week Conference, Jakarta, Indonesia, August 5-7, 2005.
  • “Signature Verification based on Two Module Classifiers”, Abdul Fadlil, Marzuki Khalid, Rubiyah Yusof, Nazaruddin Omar, Sairin Salleh, and Abd. Raof Shaari,International Symposium on Bio-Inspired Computing (BICO2005), Kuala Lumpur, Nov. 2005
  • “Fuzzy Modeling of Distillation Column with GA Tuning”, Rubiyah Yusof, Mohd Faisal Ibrahim and Marzuki Khalid, IASTED MIC, Innsbruck, Austria, Febuari, 2005
  • “Generation of an Optimal JSSP Solution Using Genetic Algorithm With Parallel Computing”, Gan Teck Hui, Marzuki Khalid, Rubiyah Yusof, (iCAiET 2004), 3-5 August 2004, Kota Kinabalu, Sabah, Malaysia
  • “Fuzzy Modeling For Reboiler System”, Rubiyah Yusof, Mohd Faisal Ibrahim and Marzuki Khalid,TENCON 2004, 21-25 November 2004, Chiang Mai, Thailand
  • “Control of a Complex Traffic Junction using Fuzzy Inference”, Marzuki Khalid, See Chin Liang and Rubiyah Yusof, 5th Asian Control Conference (ASCC 2004), Melbourne, Australia, 20-23 August, 2004
  • “Online Handwriting Recognition using Support Vector Machine”, Abdul Rahim Ahmad, Christian Viard-Gaudin, Marzuki Khalid and Rubiyah Yusof, (iCAiET 2004), 3-5 August 2004, Kota Kinabalu, Sabah, Malaysia
  • “Design of a Wood Recognition System Based on Grey Level Cooccurrence Matrix (GLCM) Feature Extraction Technique and BP-Based Neural Network”, Eileen Lew Yi Lee, Marzuki Khalid, Rubiyah Yusof, (iCAiET 2004), 3-5 August 2004, Kota Kinabalu, Sabah
  • “Design of an Intelligent Wood Recognition System for Classification of Tropical Wood Species”, Eileen Lew Yi Lee, Marzuki Khalid, Rubiyah Yusof, Lim Chee Seng and Tan Yu Eng, (MSTC 2004), 5-7 October 2004, Palace of The Golden Horses, Sri Kembangan, Selangor, Malaysia
  • “Holistic Features for Online Cursive Handwriting Cheque-Word Recognition” Abdul Fadlil, Marzuki Khalid and Rubiyah Yusof, (MSTC 2004), 5-7 October 2004, Sri Kembangan, Selangor, Malaysi
  • “Fuzzy Modeling for Nonlinear System”, Mohd. Faisal Ibrahim, Rubiyah Yusof & Marzuki Khalid, (MSTC 2004), 5-7 October 2004, Sri Kembangan, Selangor, Malaysia.
  • “Neuro-Fuzzy Control of an Inverted Pendulum”, Hairul Izwan, Marzuki Khalid & Rubiyah Yusof, (MSTC 2004), 5-7 October 2004, Sri Kembangan, Selangor, Malaysia
  • “Online Handwritten Character Recognition Based On Online-Offline Features Using BP Neural Network”, Abdul Fadlil, Marzuki Khalid and Rubiyah Yusof, National Conference On Computer Graphics & Multimedia (CoGRAMM’04), 8-10 December 2004, Universiti Kebangsaan Malaysia, Selangor, Malaysia.
  • Comparative Study of SVM Tools for Classification, Abdul Rahim Ahmad, Marzuki Khalid, Rubiyah Yusof, C. Viard Gaudin, IMAGE 2003, Kuching Sarawak
  • Design of a Computer Vision System for Rubber Stamp Inspection, Mee Chun Loo, Marzuki Khalid, Yong Haur Tay, Rubiyah Yusof, IMAGE 2003
  • Application of Model based Fault Diagnosis using Fuzzy Inference to a DC Servo Motor, International Symposium on Intelligent Control, October,2002, M.Shukri Zainal Abidin, Rubiyah Yusof, Marzuki Khalid and Shamsuddin Mohd. Amin, Vancouver, Canada.
  • A Neural network Based Bank Cheque Recognition System for Malaysian Cheques, Ahmad Ridhwan Wahap, Marzuki Khalid, Abdul rahim Ahmad and Rubiyah Yusof, International Conference on Artificial Intelligence Applications in Engineering and Information technology (ICAIET-2002), Kota Kinabalu, 17-18 Jun, 2002
  • GRNN for the Modelling of Dynamic Plants, L.S. Teo , Marzuki Khalid , Rubiyah Yusof, International Symposium on Intelligent Control, October,2002, Vancouver, Canada
  • Classification of handwritten Digits Using geometrical and Topological Feature Extraction Technique and Neural Network, Tiagarajah, Yong haur Tay, Marzuki Khalid, and Rubiyah Yusof, International Conference on Artificial Intelligence Applications in Engineering and Information technology (ICAIET-2002), Kota Kinabalu, 17-18 Jun, 2002
  • Design of an Intelligent License Plate Recognition System: VISIONPLATE II” by Sharifah Faizah Syed Husin, Marzuki Khalid and Rubiyah Yusof. International Conference on Artificial Intelligence Applications in Engineering and Information technology (ICAIET-2002), Kota Kinabalu, 17-18 Jun, 2002
  • Model based Fault Detection and Diagnosis using parameter estimation and Fuzzy Inference, M.Shukri Zainal Abidin, Rubiyah Yusof, Marzuki Khalid and Shamsuddin Mohd. Amin, 4th Asian Control Conference,Singapore, 25-27th. September, 2002
  • A Neuro-Fuzzy Controller tuned by Genetic Algorithm”, Teo Lian Seng, Marzuki Khalid and Rubiyah Yusof, Asian Control Conference (3rd ASCC), Shanghai, China. July 5-8, 2000.
  • Modelling of a Superheater for a Combined Cycle Power Plant”, Faridah M. Idris, Rubiyah Yusof andf Marzuki Khalid, Intelligent Conference on Intelligent Systems and Technologies for the New Millennium, TENCON 2000, Kuala Lumpur, Malaysia, Sept. 24-27, 2000
  • Design of a speaker-independent, isolated malay command recognition system in a remote camera monitoring application, Ong Yean Hoon, Marzuki Khalid and Rubiyah Yusof, Intelligent Conference on Intelligent Systems and Technologies for the New Millennium, TENCON 2000, Kuala Lumpur, Malaysia, Sept. 24-27, 2000
  • An Enhanced Intelligent Database Engine by Neural Network and Data Mining” Chua Boon Lay, Marzuki Khalid and Rubiyah Yusof, Intelligent Conference on Intelligent Systems and Technologies for the New Millennium, TENCON 2000, Kuala Lumpur, Malaysia, Sept. 24-27, 2000.
  • Design of an Automated Data Entry System for Handwritten Forms”, Lim Woan Ning, Marzuki Khalid and Rubiyah Yusof, World Engineering Congress, Universiti Putra Malaysia, Malaysia, July 19-21, 1999.
  • Design of an Automated Data Entry System for Handwritten Forms”, Lim Woan Ning, Marzuki Khalid* and Rubiyah Yusof, World Engineering Congress, Universiti Putra Malaysia, Malaysia. 1999.
  • “Intelligent Database using Neural networks and Data Mining”, B.L. Chua, M. Khalid, R. Yusof , AIAI ’99, Kuala Lumpur, 20-21 Oct 1999.
  • Adaptive Neuro-Fuzzy Control Systems”, L. S. Teo, M. Khalid and R. Yusof, PRICAI’98, 5th Pacific Rim International Conference on Artificial Intelligence, Singapore, Nov. 1998.
  • Self-tuning Neuro-Fuzzy Controller by Genetic Algorithm with Application to a Couple-Tank Liquid Level Control System”, L. S. Teo, M. Khalid and R. Yusof, IFAC Symposium on AI in Real-Time Control, Kuala Lumpur, Sept. 1997.
  • Intelligent Control and Monitoring of an Industrial Chilling-Heating System”, K. K. Tan, M. Khalid, and R. Yusof, Instrument Asia, Singapore, November, 1997.
  • Self-tuning Neuro-Fuzzy Controller by Genetic Algorithm with Application to a Couple-Tank Liquid Level Control System”, L. S. Teo, M. Khalid and R. Yusof, IFAC Symposium on AI in Real-Time Control, Kuala Lumpur, Sept. 1997.
  • Hand-Written Postcode Recognition by Fuzzy ARTMAP Neural Network”, Y-H, Tay, M. Khalid, K. K. Tan and R. Yusof, COSTAM National Science Congress, Genting Highlands, 1997.
  • Intelligent Elevator Control by Ordinal Structure Fuzzy Logic Algorithm”, K. K. Tan, M. Khalid, and R. Yusof, Proc. of ICARCV 97, Singapore, Dec. 1996.
  • Adaptive Fuzzy Logic Control by Genetic Algorithm”, Proc. of CESA’96, IMACS Multiconference: Computational Engineering in System Applications, Lille, France, July, 1996.
  • A Self-Organizing Fuzzy Logic Controller by Genetic Algorithms”, L.S.Teo, M. Khalid, and R. Yusof, IEEE Conference on Decision and Control, Kobe, Japan, Dec. 1996
  • Fuzzy Logic Control of Traffic Lights”, K.K. Tan, M. Khalid, and R. Yusof, Proc. of Conference of ASEAN Federation of Eng. Organization (CAFEO’95), Bandung, Indonesia, Oct. 1995.
  • A Comparison Between a Neuro-Control and Three Control Schemes on a Water Bath Process”, M. Khalid, R. Yusof, and S. Omatu, Proc. of Int. Conference of Robotics, Vision and Parallel Processing (ROVPIA’94),   Ipoh, Perak, May 26-28 1994.
  • Temperature Regulation With Neural Networks and Alternative Control Schemes”, M. Khalid, S. Omatu, and R. Yusof, Proc. of World Conference on Computational Intelligence (Invited Paper), Orlando, Florida, USA, June 28-July 1, 1994.
  • Neural Networks Integrated Fuzzy Control System”, M. Khalid, S. Omatu, and R. Yusof, Proc. of First Asian Control Conference (1st ASCC), Vol. III, pp. 171-174, Tokyo, Japan, July 27-30, 1994.
  • Some Interpretations of Self-Tuning PID Controllers”, R. Yusof, S. Omatu, and M. Khalid, COSTAM National Science Congress, Kuala Lumpur, August 15-18, 1994.
  • Artificial Intelligence in Control”, M. Khalid, S. Omatu, and R. Yusof, COSTAM National Science Congress, Kuala Lumpur, August 15-18, 1994.
  • Application of GPC to a Temperature Control Process”, R. Yusof, S. Omatu, and M. Khalid, 5th JSPS-VCC Seminar on Integrated Engineering, Johor Bahru, Malaysia, Dec. 1994.
  • Application of STPID to a Temperature Control Process”, R. Yusof, S. Omatu, and M. Khalid, 3rd IEEE Conference on Control Applications (3rd CCA), Glasgow, Scotland, August 24-27 1994.
  • Adaptive Fuzzy-Neuro Control With Application to a Waterbath Process, M. Khalid, S. Omatu, and R. Yusof, 3rd IEEE Conference on Control Applications (3rd CCA), Glasgow, Scotland, August 24-27 1994.
  • Synthesis and Application of a Multivariable Self-Tuning PID Control, R. Yusof, S. Omatu, and M. Khalid, SICE Symposium on Adaptive Control, Tokushima, January 28-29, 1993.
  • Self-Tuning PID Control: A Multivariable Derivation and Application, R. Yusof, S. Omatu, and M. Khalid, IFAC Congress, 1993, Sydney, Australia.
  • A Comparison Between Neuro-Control, Self-Tuning Adaptive Control, And A Conventional Feedback Control”, M. Khalid, R. Yusof, and S. Omatu, Proc. of Japan-USA Symposium on Flexible Automation, San Francisco, USA, July 13-15 1992.
  • Application of Generalised Predictive Control to a Temperature Control Process, R. Yusof and S. Omatu, Proc. of IECON’91, Kobe, Japan, 1991.
  • Implementation of a Self-Tuning PID Controller on a Microcomputer-Based Systems”, R. Yusof, T. Suzuki, and S. Omatu, Proc. SICE’91, Yonezawa, Japan, 1991.
  • A PC-Based Transfer Function Analyzer, M. Khalid, R. Yusof, R. Baba, N. Alias, and A.W.I. M. Hashim, Proc. of Int. Conf. On Instrumentation, Measurement and Control, Singapore, Jan. 24-25 1991.
  • Control System Design in Time and Frequency Domain – A CAD Teaching Approach, M. Khalid, R. Yusof, M.S.A. Hamid, and A. Uraz, Proc. of Int. Conf. On Computer-Aided Training in Science and Tech., Barcelona, Spain, July 9-13 1990.
  • Digital Control System Design – A CAD Approach, M. Khalid, R. Yusof, M.S.A. Hamid, Regional Conf. on the Use of CAD/CAM/CAE in Industry and Education, Petaling Jaya, Malaysia, Nov. 14-15 1989.
  • PERISIK – A Software for the Analysis and Design of Control Systems, M. Khalid and R. Yusof, Proc. of SIME Int. Conf., Matsuyama, Japan,     July 25-27 1989.
  • A CACSD Software for Designing Feedback Control Systems with Cascaded Controllers”, M. Khalid and R. Yusof, Proc. of Regional Conf. on CAD for Control and Instrumentation as Applied to Medium and Small-Scaled Industries, Bangi, Malaysia, June 13-14 1989.
  • A Computer-Aided Instrumentation Facility to Measure and Display the Performance of Real-Time Control Systems, M. Khalid and R. Yusof, Proc. of First Regional Conf. on Process Control, Kuala Lumpur, Nov 25-27 1988.
  • Self-Learning Process Control Systems by Neural Networks, M. Khalid, S. Omatu, and R. Yusof, Proc. of IEEE Conference and Decision Control Conference, Tucson, Ariz., USA, Dec. 16-18 1992.

Books

“Neuro-Control and its Applications”, With Co-Authors S. Omatu R. Yusof, Springer Verlag, Editor M.A.Johnson (published in 1995).

This book has been translated to Russian in 2001

Book Chapter

M. Shukri Zainal Abidin, Marzuki Khalid, Rubiyah Yusof and Mohd. Shafawi “Induction Machine Diagnostic Using Adaptive Neuro Fuzzy Inferencing System” Lecture Notes in Computer Science (LNCS), Springer-Verlag Heidelberg, Vol. 3215/2004, ISSN 0302-9743, p. 380.

Graduated Postgraduate Student
Main Supervisor: 9 PhD graduates, 6 MEE graduatesCo-Supervisor: 4 PhD graduates, 13 MEE graduates

  Name Thesis Title Level Supervisor Co Supervisor Year
1 Sairin Bin Salleh Advanced Integrated Building Management System (AIBMS) Phd Prof Datin Dr Rubiyah Yusof Agus Salim Mohamed 2014
2 Farhad Nabivar Improved Human Face Detection Using Cascade Adaboost And Histogram Of Oriented Gradient Phd Prof Datin Dr Rubiyah Yusof P.M DR Hazlina Selamat 2014
3 Anis Salwa Methods For Solving Nonlinear Problems In Tropical Wood Species Recognition System Phd Prof Datin Dr Rubiyah Yusof Prof. Datuk Dr. Marzuki Khalid 2014
4 Mohd Ibrahim Bin Shapiai @ Abd Razak Prediction For Small Dataset To Improve Assembly Process Phd Prof Datin Dr Rubiyah Yusof Dr. Hazlina Selamat 2013
5 Mehran Emadi Face Verification Under Illumination Variations  Phd Prof Datin Dr Rubiyah Yusof    2013
6 Ribhan Zafira Abdul Rahman Intelligent Fault Detection And Diagnosis Based On Optimized Fuzzy Model For Process Control Rig Phd Prof Datin Dr Rubiyah Yusof Prof. Datuk Dr. Marzuki Khalid 2013
7 Reza Arfa Evaluation Of Fusion Score For Face Verification System MEE Prof Datin Dr Rubiyah Yusof Dr Mohd Fauzi Othman 2013
8 Uswah Mohd Khairuddin Optimized Feature Selection For Tropical Wood Species Recognition Using Genetic Algorithm MEE Prof Datin Dr Rubiyah Yusof Prof. Datuk Dr. Marzuki Khalid 2012
9 Babak Rezaeirowshan Development Of Multimodal Biometric System Using Face And Finger Vein Approach” MEE Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2011
10 Fatimah Sham Ismail Self Organizing Genetic Algorithm For Multi-Objective Optimization Problem Phd Prof Datin Dr Rubiyah Yusof Nil 2011
11 Azura Che Soh Intelligent Urban Traffic Lights Control Using Dynamic AI Techniques Phd Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2009
 
12 Nenny Ruthfalydia Rosli Enhancement Of A Tropical Wood Species Identification Sysem MEE Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2009
13 Hazlina Selamat Parameter Estimation For High Speed Train PhD Prof Datin Dr Rubiyah Yusof Prof Roger Goodall 2009
14 Hamam Mokayed Signature Verification System Based On Multi Classifiers And Multifusion Decision Approach MEE Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2009
15 Jamikaliza Abdul Karim Face Recognition Using Principle Component Analysis And Fuzzy Artmap MEE Prof. Dr. Rubiyah Yusof   2008
16 Abdul Rahim Ahmad Support Vector Machine For Pattern Recognition Phd Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2008
17 Zalhan Mohd Zin Enhanced Feature Selection for Adaboost Training using Genetic Algorithm MEE Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2007
18 Yap Wooi Hen Digital Signal Processor-Based Embedded Face Verification System For Access Control Application MEE Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2007
19 Mohd Zamri Ibrahim Improved Speaker Modelling For Text Dependent Speaker Recognition Using Neural-Fuzzy Techniques MEE Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2007
20 ABDUL FADLIL Online Handwriting Recognition And Its Application To Signature Verification PhD Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2006
21 Mohd Faizal Ibrahim Fuzzy Modelling And Control For Nonlinear System : Distillation Column MEE Prof Datin Dr Rubiyah Yusof   2005
22 Eileen Lew Yi Lee Design Of An Intelligent Wood Recognition System For The Classification Of Tropical Wood Species MEE Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2005
23 Chua Boon Lay Design Of An
Intelligent Database Engine
By Neural Network
And Data Mining
MEE Prof Datin Dr Rubiyah Yusof   2005
24 Hafizah Husin Modeling And Control Of Complex Plants Using Intelligent Control Schemes PhD Prof Datin Dr Rubiyah Yusof   2005
25 Gan Teck Hui A Hybrid Parallel Genetic Algorithm For Solving Job-Shop Scheduling Problems MEE Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2005
 
27 Mohd Shukri Zainal Abidin Design And Development Of Model Based Fault Detection And Diagnosis Algorithm Using Parameter Estimation And Fuzzy Logic MEE Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2002
28 Lim Woan Ling Design Of An Automated Data Entry SystemFor Hand-Filled Forms  MEE Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2000
29 Yap Keem Siah Design Of An Intelligent Vehicle License Plate Recognition System MEE Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2000
30 Faridah Mohd Idris Modelling Of A Power Plant MEE Prof Datin Dr Rubiyah Yusof   2000
31 Wan Yat How A Software For Intelligent Diagnostic Of Power Transformer (Adapt) MEE Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 2000
32 Teo Lian Seng Self Organizing Neuro Fuzzy Control Phd Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 1999
33 Tan Kok Khiang Fuzzy Reasoning BY Ordinal Structure Model For Elevator Group Supervisory Control MEE Prof. Datuk Dr. Marzuki Khalid Prof Datin Dr Rubiyah Yusof 1998