PERSONAL DETAIL


DR. SORAYYA BIBI MALEK BINTI MALEK ABD RASHID

Institute of Biological Sciences
Faculty of Science
 
  sorayya@um.edu.my
 Institute of Biological Sciences, Faculty of Science, University of Malaya, 50603 Kuala Lumpur, W.Persekutuan Kuala Lumpur, Malaysia
 
ResearcherID Link
  http://www.researcherid.com/rid/B-9830-2010


BIBLIOMETRIC DATA


 Total Articles in Publication List  18
 Articles With Citation Data  13
 Sum of the Times Cited   38
 Average Citations per Article   2.92
 h-index   3
 Co-authors   Collaboration Network
 This information is generated from http://researcherid.com

ACADEMIC QUALIFICATION
(Qualification), (Institution).



PROFESSIONAL
(Organisation), (Role), (Year), (Level).


  • Malaysian Society of Bioinformatics and Computational Biology (MaSBiC) , Ordinary Member, 2018, (University)

ADMINISTRATIVE DUTIES
(Role), (Level), (Start date),(End Date).


  • PELANTIGN SEBAGAT AHL| JAWATANKUASA TJAZAH TINGGI (JKIT), INSTITUT SAINS BIOLOGI, FAKULTI SAINS, Faculty, 01/05/2018 to 01/05/2020
  • AHLI JAWATANKUASA JADUALWAKTU KULIAH & PEPERIKSAAN INSTITUT SAINS BIOLOGI, Faculty, 01/04/2018 to 30/12/2019 (Jadual Waktu Program Bionformatik)
  • Programme Coordinator, Faculty, 01/03/2018 to 30/06/2019 (Master of Bioinformatic program coordinator )
  • Penasihat Akademik Unit Bioinformatik, Faculty, 01/01/2018 to 30/12/2019 (-)
  • AJK MOOC, Faculty, 30/10/2017 to 30/08/2019
  • AJK Tetap Eco Kampus UM , University Malaya, 01/09/2017 to 23/09/2020
  • Penyelaras Jadual Waktu Program Bioinformatik , Faculty, 01/01/2013
  • Penyelaras Latihan Industri Unit Bioinformatic, ISB, UM, Faculty, 01/01/2009
  • Penyelaras Jadual Waktu Unit Bioinformatic, ISB, UM, Faculty, 01/01/2008

AREAS OF EXPERTISE
(Area).


  • Ecological Informatics (Ecological Informatics, Modelling , Machine learning Methods )


RECENT SELECTED PUBLICATIONS
(Publication).


Chapter in Book

2018
  • Malek, S et. al., (2018). Bioimage Informatics. In. Encyclopedia of bioinformatics and computational biology ABC of bioinformatics Vol (2) (pp. 993-1010). Amsterdam: Elsevier. 
  • Malek, S., et. al.,(2018) . Ecosystem Monitoring Through Predictive Modeling. In Encyclopedia of bioinformatics and computational biology ABC of bioinformatics Vol 3 (pp.1-8). Amsterdam: Elsevier. 

2017
  • Milow P., Malek S & Ramli R.M. (2017). Medicinal Plants of the Indigenous Tribes in Peninsular Malaysia: Current and Future Perspectives. In El-Shemy H.A. (Ed.) ACTIVE INGREDIENTS FROM AROMATIC AND MEDICINAL PLANTS (pp.1-12). Rijeka, Croatia: InTech 

2016
  • Malek, S., Gunalan, R., Kedija, S. Y., Lau, C. F., Mosleh, M. A., Milow, P., ... & Saw, A. (2016). A Primary Study on Application of Artificial Neural Network in Classification of Pediatric Fracture Healing Time of the Lower Limb. In 10th International Conference on Practical Applications of Computational Biology & Bioinformatics (pp. 23-30). Springer International Publishing. 
  • Mogeeb AA Mosleh, Mohd Sapiyan Baba, Sorayya Malek, Musaed A Alhussein (2016) ,Challenges of Digital Note Taking. In Advanced Computer and Communication Engineering Technology Volume 362 of the series Lecture Notes in Electrical Engineering pp 211-23 
  • Mogeeb A. A. Mosleh , Musaed A. Alhussein, Mohd Sapiyan Baba, Sorayya Malek, Sitihafizah ab Hamid ,(2016), Reviewing and Classification of Software Model Checking Tools, Advanced Computer and Communication Engineering Technology Volume 362 of the series Lecture Notes in Electrical Engineering pp 279-294, Springer 
Article in Academic Journals

2018
  • Egbeocha, C., Malek, S., Emenike, C., & Milow, P. (2018). Feasting on microplastics: Ingestion by and effects on marine organisms. Aquatic Biology, 27, 93-106. doi:10.3354/ab00701 (ISI-Indexed)

2017
  • Khoo Soon Jye, Sugumaran Manickam, Sorayya Malek, Mogeeb Mosleh, Sarinder Kaur Dhillon(2017). Automated Plant Identification using Artificial Neural Network (ANN) and Support Vector Machine (SVM). FRONTIERS IN LIFE SCIENCE,2017 https://doi.org/10.1080/21553769.2017.1412361 (ISI-Indexed)
  • Sorayya Malek , R Gunalan , S.Y Kedija , C.F Lau , Mogeeb A.A. Mosleh , Pozi Milow , S.A Lee , A Saw , Random Forest and Self Organizing Maps Application for Analysis of Pediatric Fracture Healing Time of the Lower Limb, Neurocomputing (2017), doi: 10.1016/j.neucom.2017.05.094 (ISI-Indexed)

2016
  • MAA Mosleh, MS Baba, S Malek, RA Almaktari Ceph-X: development and evaluation of 2D cephalometric system , BMC Bioinformatics 17 (19), 193 (ISI-Indexed)

2015
  • Sorayya Malek, Cham Hui, Lau C. Fong, Mogeeb A.A. Mosleh, Pozi Milow, Sarinder K. Dhillon & Sharifah M. Syed (2015): Ecological data prediction and visualization system, Frontiers in Life Science, DOI: 10.1080/21553769.2015.1041167 (ISI-Indexed)

2014
  • Milow, P., Malek, S. B., Edo, J., Ong, H. C. 2014. Malaysian Species of Plants with Edible Fruits or Seeds and Their Valuation International Journal of Fruit Science (SCOPUS-Indexed)

2013
  • ozi Milow & Sorayya Malek & Nur Shahidah Mohammad & Hean Chooi Ong 2013. Diversity of Plants Tended or Cultivated in Orang Asli Homegardens in Negeri Sembilan, Peninsular Malaysia. Human Ecology. Published online. (ISI/SCOPUS Cited Publication) (ISI-Indexed)

2012
  • Mogeeb Mosleh, Hayat Manssor, Sorayya Malek, Pozi Milow, Aishah Salleh.2012.A preliminary study on automated freshwater algae recognition and classification system BMC Bioinformatics 13(Suppl 17):S25. (ISI/SCOPUS Indexed Publication)
  • M. Sorayya, S. Aishah, B. Mohd. Sapiyan, Supervised and Unsupervised Artificial Neural Networks for Analysis of Diatom Abundance in Tropical Putrajaya Lake (Malaysia). Sains Malaysiana. (Reviewed) (ISI/SCOPUS Indexed Publication)
  • Sorayya Malek, Aishah Salleh , Mohd. Sapiyan Baba, Pozi Milow S.A.Sharifah. Applying Artificial Neural Network in Exploring Diatom Abundance at Tropical Lake Putrajaya (Malaysia). Journal of Freshwater Ecology. (Accepted ) (ISI-Indexed)
  • Sorayya, M., Aishah, S., Sapiyan, B. M. 2012. Supervised and unsupervised artificial neural networks for analysis of diatom abundance in tropical Putrajaya Lake, Malaysia Sains Malaysiana (SCOPUS-Indexed)

2011
  • Ong HC, Norliah A & Sorayya M, Traditional knowledge and usage of edible plants among the Temuan villagers in Kampung Tering, Kuala Pilah, Negeri Sembilan, Malaysia. Indian Journal of Traditional Knowledge. (Accepted) (ISI-Indexed)
  • M. Sorayya, S. Aishah, B. Mohd. Sapiyan, S.A. Sharifah Mumtazah.A Self Organizing Map (SOM) Guided Rule Based System for Freshwater Tropical Algal Analysis and Prediction. Scientific Research and Essay. (Accepted) (ISI-Indexed)
  • Sorayya Malek, Sharifah Mumtazah Syed Ahmad, Sarinder KKS, Pozi Millow and Aishah Salleh. Assessment of predictive models for chlorophyll-a concentration of a tropical lake. BMC Bioinformatics, 12 Suppl 11, S12 . (ISI-Indexed)

2009
  • Sharifah Mumtazah, Mohd Belket, Sorayya Malek, 2009. Intelligent Computational Modeling and Prediction of Coliform Growth in Tropical Lakes based on Hybrid Self Organizing Maps (SOM) and Fuzzy Logic Approaches. Electronic journal of computer science and information techology (eJCSIT) 1(1): 
Proceeding

2016
  • Mogeeb A.A. Mosleh, Musaed A. Al-Hussein, Mohd Sapiyan Baba, Sorayya Malek,Sitihafizah ab Hamid, 2015. Challenges of Digital Note Taking, in Advanced Computer and Communication Engineering Technology Proceedings of ICOCOE 2015 Series: Lecture Notes in Electrical Engineering, Vol. 362 Sulaiman, H.A., Othman, M.A., Othman, M.F.I., Rahim, Y.A., Pee, N.C. (Eds.) 2016 (ISI-Indexed)
  • Mogeeb Mosleh, Mohd Sapiyan Baba,Sorayya Malek & Musaed A. Al-Hussein. 2015. Reviewing and Classification of Software Model Checking Tools, in lecture Notes Electrical Eng., Vol. 362, Hamzah Asyrani Sulaiman et al. (Eds): Advanced Computer and Communication Engineering Technology, 978-3-319- 24582-9, 352772_1_En, (23) (ISI-Indexed)
  • Sorayya Malek , R. Gunalan, S. Y. Kedija, C. F. Lau, Mogeeb A. A. Mosleh, Pozi Milow, H. Amber, A. Saw (2016). A Primary Study on Application of Artificial Neural Network in Classification of Pediatric Fracture Healing Time of the Lower Limb. In Advances in Intelligent Systems and Computing :10th International Conference on Practical Applications of Computational Biology & Bioinformatics (Vol 477 ,pp. 23-30). Springer (ISI/SCOPUS Indexed Publication)

2015
  • Application of web services for Aquatic data warehouse system Hui Cham, SorayyaMalek, Aishah Salleh, Sarinder Kaur ,Pozi Milow, Mogeeb Mosleh. 2015 , ARPN Journal of Engineering and Applied Sciences , VOL. 10, NO. 15, AUGUST 2015 (SCOPUS-Indexed)

2014
  • Dissolved Oxygen Prediction Using Support Vector Machine Sorayya Malek, Mogeeb Mosleh, Sharifah M. Syed World Academy of Science, Engineering and Technology International Journal of Computer, Information, Systems and Control Engineering Vol:8 No:1, 2014 (ISI-Indexed)

2011
  • Hayat Mansoor, Sorayya M, Aishah S and Mogeeb A.A Mosleh. (2001). Automatic Recognition System for some cyanobacteria using image processing Techniques and ANN approach.International Conference on Environmental and Computer Science IPCBEE vol.19(2011) ¿ (2011) IACSIT Press, Singapore. pp. 74 (ISI-Indexed)
  • Hui Cham, Sorayya Bibi Malek Binti Malek Abd Rashid, Sharifah Mumtazah Syed Ahmad and Aishah Binti Salleh (2011). Framework for Tropical Ecological Data Warehouse (TEDW) FOR Governance and Maintenance of Tropical Lakes International Conference on Environmental and Computer Science IPCBEE vol.19(2011) ¿ (2011) IACSIT Press, Singapore, pp.94 (ISI-Indexed)

2010
  • Malek, S., Salleh, A., and Baba, M. S. 2010. Analysis of selected algal growth (Pyrrophyta) in tropical lake using Kohonen self organizing feature map (SOM) and its prediction using rule based system. In Proceedings of the international Conference and Workshop on Emerging Trends in Technology (Mumbai, Maharashtra, India, February 26 - 27, 2010). ICWET '10. ACM, New York, NY, 761-764. DOI= http://doi.acm.org/10.1145/1741906.1742083 (ISI-Indexed)
  • Sorayya Malek, Aishah Salleh, Mohd Sapiyan Baba, "A Comparison between Neural Network Based and Fuzzy Logic Models for Chlorophll-a Estimation," iccea, vol. 2, pp.340-343, 2010 Second International Conference on Computer Engineering and Applications, 2010. Print ISBN: 978-1-4244-6079-3 (ISI-Indexed)
  • Jin Heng Oh, Sorayya Malek, Sharifah Mumtazah Syed Ahmad, Aishah Salleh, \"A Comparison of ANN Architecture towards Predicting Cyanobacteria Abundance at Tropical Putrajaya Lake and Wetlands\" in International Conference on Environmental Science and Technology ICEST 2010 Bangkok, Thailand. April 23-25, 2010, Asia-Pacific Chemical, Biological & Environmental Engineering Society (APCBEES) and International Association of Computer Science and Information Technology (IACSIT) 

2009
  • Sorayya, M., Aishah, S., Sharifah Mumtazah, S.A., Analysis of Algal Growth using Kohonen Self Organizing Feature Map (SOM) and its Prediction using Rule Based Expert System, International Conference on Information Management and Engineering, Kuala Lumpur, IEEE computer society, April 2009, pp. 501- 504. 
  • Sorayya, M., Aishah, S., Sapiyan, B., Prediction of Population Dynamics of Bacillariophyta in the Tropical Putrajaya Lake and Wetlands (Malaysia) by a Recurrent Artificial Neural Networks. International Conference on Environmental and Computer Science (ICECS), Dubai, IEEE computer society, December 2009. 

2005
  • M. Sorayya, B, Mohd. Sapiyan, and Baki Hj. Bakar ,\"Theoretical considerations in Artificial Neural Networks (ANNs) in predicting rice yield in Malaysia.\" 20th Asian-Pacific Weed Sciences Society Conference , 7-11 October (2005), Ho Chi Minh City, Vietnam pg 514 
Extended Abstract

2018
  • K.S. Ibrahim , M. Sorayya, , N. Aziida, & S.K. Sazzli. (2018) . Preliminary Study on Application of Machine Learning Method in Predicting Survival Versus Non-Survival after Myocardial Infarction in Malaysian Population. International Journal of Cardiology 273 (2018) 1–23 (ISI-Indexed)
Others

2004
  • CONCEPT MAPS AS TOOL TO FACILITATE PBL IN LEARNING BIOLOGY 5TH ASIA PACIFIC CONFERENCE MAC 2004 

2002
  • CONCEPT MAPS FOR KNOWLEDGE CONSTRUCTION MALAYSIAN EDUCATIONAL TECHNOLOGY ASSOCIATION 2002 

AREAS OF RESEARCH
(Project title), (Role), (From)-(Until), (Level), (Source).


  • Pediatric Orthopedic Fracture Web Based Expert System, Principal Investigator(PI), 2018 - 2020, RU Geran - Fakulti Program, (National)
  • University Of Malaya Ecological And Hydrological Data Warehouse Prototype System, Principal Investigator(PI), 2016 - 2019, UM Living Lab Grant Programme - SUS (Sustainability Science), (National)
  • Application of Artificial Neural Networks in prediction of pediatric fracture healing and time since injury, Principal Investigator(PI), 2015 - 2017, Geran Penyelidikan Universiti Malaya (UMRG) - AFR (Frontier Science), (University)
  • Automated Diatom Identification And Classification System For Water Treatments In Selected Lakes Of Peninsular Malaysia, Principal Investigator(PI), 2014 - 2016, Postgraduate Research Grant (PPP) - Research, (National)
  • Evaluation Of Environmental Impact Of Phytoplankton Community And Biodiversity In Lake And Coastal Water Of Malaysia, Consultant, 2013 - 2016, Geran Penyelidikan Universiti Malaya (UMRG Programme) - SUS (Sustainability Science), (University)
  • Automated freshwater algae (Diatom) recognition and identification using Artificial Neural Networks (ANN), Principal Investigator(PI), 2012 - 2014, Geran Penyelidikan Universiti Malaya (UMRG) - AFR (Frontier Science), (University)
  • Assessment And Characterization Of Plant And Animal Resources Of Rural Communities In Peninsular Malaysia, Consultant, 2012 - 2016, Geran Penyelidikan Universiti Malaya (UMRG) - SUS (Sustainability Science), (University)
  • A PROTOTYPE OF DECISION SUPPORT SYSTEM FOR PREDICTION OF ALGAE GROWTH IN TROPICAL WETLANDS AND LAKES, Principal Investigator(PI), 2009 - 2012, Geran Penyelidikan Universiti Malaya (UMRG), (National)
  • A PROTOTYPE OF DECISION SUPPORT SYSTEM FOR PREDICTION OF ALGAE GROWTH IN TROPICAL WETLANDS AND LAKES, Principal Investigator(PI), 2009 - 2011, Geran Penyelidikan Universiti Malaya (UMRG), (National)
  • An artificial neural network approach for studying phytoplankton Tropical Wetlands (2008- 2009), Principal Investigator(PI), 2008 - 2011, Short Term Research Fund (Vote F)(PJP), (National)
  • Medical Informatics : Acute Coronary Syndrome and Pediatric Orthopedics
  • Ecological data warehouse
  • Ecological data visualization
  • Ecological Informatics

AWARDS AND RECOGNITIONS
(Name of Award), (Awarding Institution), (Year Awarded), (Level).


  • Certificate of Appreciation for Bio Symposium Evaluator , Institute of Biological Science Faculty of Science , 2018, (Department)

PRESENTATIONS
(Title), (Event), (Date Presented), (Organiser), (Level).


PRESENTER
  • Prediction of Population Dynamics of Bacillariophyta in the Tropical Putrajaya Lake and Wetlands (Malaysia) by a Recurrent Artificial Neural Networks., International Conference on Environmental and Computer Science (ICECS),, 2009-12-01 to 2009-12-03, -, (International)
  • Analysis of Selected Algal Growth (Pyrrophyta) in Tropical Lake using Kohonen Self Organizing Feature Map (SOM) and its Prediction using Rule Based System, ICWET, 2010-04-01 to 2010-04-03, -, (International)
  • A comparison between Neural Network Based and Fuzzy Logic Models for Chlorophll-a Estimation, Second International Conference on Computer, 2010-04-01 to 2010-04-03, -, (International)
  • Framework for Tropical Ecological Data Warehouse (TEDW) FOR Governance and Maintenance of Tropical Lakes, International Conference on Environmental and Computer Science IPCBEE, 2011-09-01 to 2011-09-02, -, (International)
  • Dissolved Oxygen Prediction Using Support Vector Machine , ICBHES 2014 : XII International Conference on Biological, Health and Environmental Sciences LONDON January 2014, 2014-01-18 to 2014-01-21, World Academy of Science , Engineering and technology , (International)
  • Dissolved Oxygen Prediction Using Support Vector Machine, ICBHES 2014 : XII International Conference on Biological, Health and Environmental Sciences, 2014-12-01 to 2014-12-03, -, (International)
  • Challenges of Digital Note Taking, 2015 2nd International Conference on Communication and Computer Engineering (ICOCOE), 2015-07-01 to 2015-07-03, Springer International Publishing, (International)
  • Reviewing and Classification of Software Model Checking Tools, 2015 2nd International Conference on Computer and Communication Engineering, 2015-07-01 to 2015-07-03, Springer International Publishing, (International)
  • Application of web services for Aquatic data warehouse system, 2015 2nd International Conference on Communication and Computer Engineering (ICOCOE), 2015-07-01 to 2015-07-03, Springer International Publishing, (International)
  • A Primary Study on Application of Artificial Neural Network in Classification of Pediatric Fracture Healing Time of the Lower Limb, UNIVERSITY OF SEVILLA - SEVILLA (SPAIN) SEPANYOL, 2016-06-01 to 2016-06-03, springer and UNIVERSITY OF SEVILLA - SEVILLA (SPAIN) SEPANYOL, (International)
  • Ceph-X: development and evaluation of 2D cephalometric system, INCOB 2016, 2016-09-21 to 2016-09-23, Asia Pacific BioInformatics Network (APBioNET), Agency for Science, Technology and Research Singapore (A*STAR) and the Association for Medical and Bio Informatics Singapore (AMBIS),, (International)
PLEANARY/KEYNOTE SPEAKER
  • Ecological Informatics : Data mining and Knowledge Discovery , 2nd International Symposium on Bioinformatics , 2018-12-20 to 2018-12-21, Perdana University , Kuala Lumpur , (International)

EXPERT/TECHNICAL CONTRIBUTIONS
(Activity), (Organisation), (Role), (From)-(Until), (Level).


  • UI Green Matrix Ranking for UM, UI Green Matrix , Eco Campus, Researcher, (University)
  • National Workshop On UI Green Index Matrix for Malaysian Universities, UI Green Index University Ranking, Participant From Um, 2018-2018, (National)

EVALUATION ACTIVITIES
(Description), (Evaluation Activity),(Year).


  • International scientific Committee Member and Reviewer of conference article of International Conference on Computational Systems-Biology and Bioinformatics (CSBio 2018), Article In Proceeding ,  (2018 - 2018)
  • Program Member and Reviewer for Incob 2018 Article proceedings and BMC journal article proceeding for International Conference on Bioinformatics, Article In Proceeding ,  (2018 - 2019)
  • INCOB conference reviewer, Article In Proceeding ,  (2017 - 2017)
  • Phd Thesis Internal examiner, Thesis ,  (2017 - 2017)
  • INCOB Conference Program committee 2017, Article In Proceeding ,  (2017 - 2017)
  • Review Journal article for Neural Computing and Applications Journal, Article In Journal ,  (2017 - 2019)
  • Reviewer for Tropical Life Sciences Research Journal Paper, Article In Journal ,  (2016 - 2016)
  • Reviewer for International Conference On Computational Systems Biology and Bioinformatics 2015, Article In Proceeding ,  (2015 - 2015)
  • Review journal article in Frontiers in Life Science, Article In Journal ,  (2015)
  • Program Committee for International Conference On Computational Systems Biology and Bioinformatics 2015, Article In Proceeding ,  (2015 - 2015)
  • Review paper for Applied Water Science Ms. No. AWSC-D-14-00186 Eutrophication modelling using artificial neural networks and Fuzzy Inference System, Article In Journal ,  (2014 - 2014)
  • examiner for Masters Thesis : Malaysian fern Database Mumtaz Beham binti Abdul Rashid (SGR080125), Thesis ,  (2014 - 2014)
  • Review conference paper and technical comitte for ICECS 2013(www.icecs.org)., Article In Proceeding ,  (2013 - 2013)
  • reviewed paper"Generalized Regression and Feed Forward Neural Networks for estimating time-dependent environmental criteria" (#NCA-3152) for the Neural Computing & Applications journal., Article In Journal ,  (2013 - 2013)
  • Review publication in Knowledge and Management of Aquatic Ecosystems (http://www.kmae-journal.org): Title: Determinants of phytoplankton biomass in tropical reservoirs, Article In Journal ,  (2013 - 2013)
  • program committee and review paper for CSBio 2013 (4th International Conference on Computational Systems-Biology and Bioinformatics)., Article In Proceeding ,  (2013 - 2013)
  • Journal of Freshwater Ecology - Invitation to Review Manuscript ID TJFE-2012-0029, Article In Journal ,  (2012 - 2012)
  • member of the Program Committee of track BMC Genomics, track BMC Bioinformatics,and review 3-4 papers from mid-April until end of May., Incob 2012 Program Committee ,  (2012 - 2012)
  • Review 4 articles for BMC Bioinformatics and BMC Genomics Track., Article In Proceeding ,  (2012 - 2012)

INTELLECTUAL PROPERTY RIGHTS
(Product Name), (Type), (Reference), (Year), (Level).


  • University of Malaya Living Lab System , COPYRIGHT, 01/10/2018, (UNIVERSITY)
  • University of Malaya Hydrological system , COPYRIGHT, 01/04/2017, (UNIVERSITY)

SUPERVISION


POST GRADUATE STUDENT
(Name of Degree), (Name of Candidates), (Title of Thesis), (Academic Session)

Ongoing
  • Doctoral Degree (phd), Cham Hui, -
  • Doctoral Degree (phd), Cham Hui, -
  • Doctoral Degree (phd), Mohd Raznan Bin Ramli, Home Gardens : A Promising Model for Conservation, Research and Utilization of Tropical Biological Diversity., 2018/2019
  • Master Degree, Nanyonga Aziida, SURVIVAL VERSUS NON-SURVIVAL PREDICTION AFTER MYOCARDIAL INFARCTION IN A MALAYSIAN POPULATION USING MACHINE LEARNING TECHNIQUES, 2018/2019
  • Master Degree, Muhammad Firdaus Bin Aziz, PREDICTION OF MORTALITY AFTER 90 DAYS IN MALAYSIAN PATIENTS WITH MYOCARDIAL INFARCTION USING MACHINE LEARNING METHOD, 2018/2019
  • Doctoral Degree (phd), Lau Chia Fong, ORTHOPAEDIC EXPERT SYSTEM, 2017/2018
  • Doctoral Degree (phd), Chidi O Egbeocha, AUTOMATED IMAGE RECOGNITION AND CLASSIFICATION OF MICROALGAE FROM SELECTED THERMAL SPRINGS IN PENINSULAR MALAYSIA, 2016/2017
  • Master Degree, Kedija, MACHINE LEARNING TECHNIQUE IN APPLICATION AND COMPARISON IN PEDIATRIC FRACTURE HEALING TIME., 2015/2016
  • Doctoral Degree (phd), Raznan Mohd. Ramli, home gardens: a promising model for conservation , research and utilization of tropical biological diversity, 2015/2016

Completed
  • Master Degree, Kedija Seid Yesuf, MACHINE LEARNING TECHNIQUE IN APPLICATION AND COMPARISON IN PEDIATRIC FRACTURE HEALING TIME, 2016/2017
  • Master Degree, Cham Hui, DEVELOPMENT OF AN ONLINE ECOLOGICAL DATA WAREHOUSE, 2010/2011
  • Master Degree, Hayat Mansoor Abdullah, A preliminary Study on Automatic Recognition of Freshwater Algae, 2008/2009
  • Master Degree, Lau Chia Fong, APPLICATION OF HYBRID EVOLUTIONARY ALGORITHM AND THEMATIC MAP FOR RULE SET GENERATION AND VISUALIZATION OF CHLOROPHYTA ABUNDANCE AT PUTRAJAYA LAKES AND WETLANDS, 2008/2009
  • Master Degree, Hayat Mansoor Abdullah Alaghbari, A PRELIMINARY STUDY ON AN AUTOMATED FRESHWATER ALGAE RECOGNITION AND CLASSIFICATION SYSTEM, 2008/2009
  • Master Degree, Lau Chiah Fong, Application of Hybrid Evolutionary Algorithm with Thematic Map based data visualisation, 2008/2009
  • Master Degree, Mohammed Balkit Turki, Analysis of Water Quality using Hybrid Combination of Self Organizing Maps and Fuzzy Intelligent System, 2008/2009
  • Master Degree, Hayat Mansoor Abdullah Alaghbari, A PRELIMINARY STUDY ON AN AUTOMATED FRESHWATER ALGAE RECOGNITION AND CLASSIFICATION SYSTEM, 2008/2009
FIRST DEGREE/DIPLOMA/PRE-DEGREE
(Course Title), (Academic Session), (No. of Candidates)

Ongoing
  • Application of Machine Learning in Pharmaceutical data, 2016/2017, 3
  • Diatom Recognition, 2013/2014, 2
  • Fracture Prediction, 2013/2014, 2
  • Automatic Identification of Freshwater Algae (Diatoms), 2011/2012, 4

Completed
  • Automatic Freshwater Algae Recognition, 2010/2011, 4

TEACHING
(Course Title), (Academic Session), (No of Student), (No of Contact Hours).


FIRST DEGREE
  • COMPUTER PROGRAMMING, 2018/2019(1), 20, 5
  • HUMAN COMPUTER INTERACTION, 2018/2019(1), 10, 5
  • INTRODUCTION TO GEOGRAPHIC INFORMATION SYSTEMS, 2017/2018(2), 20, 5
  • SYSTEM ANALYSIS AND DESIGN, 2017/2018(2), 10, 5
  • ECOLOGICAL INSTRUMENTATION AND INFORMATICS, 2011/2012, 20, 5
  • SPECIAL BIOINFORMATIC TOPIC, 2011/2012, 30, 1
  • BIOINFORMATIC INDUSTRIAL TRAINING, 2011/2012, 30, 1
  • BIOINFORMATIC PROJECT, 2011/2012, 4, 2
  • COMPUTER PROGRAMMING II, 2011/2012, 20, 5
  • COMPUTER PROGRAMMING, 2011/2012(1), 30, 5
  • INFORMATION SYSTEM, 2011/2012(1), 30, 5
  • ANTHOLOGY OF PROGRAMMING LANGUAGES I, 2011/2012(2), 30, 5