NAME TS. DR. NORFADZLIA BINTI MOHD YUSOF FACULTY / CENTRE FAKULTI TEKNOLOGI DAN KEJURUTERAAN ELEKTRONIK DAN KOMPUTER DESIGNATION PENSYARAH UNIVERSITI CURRENT POSITION PENSYARAH - FAKULTI TEKNOLOGI DAN KEJURUTERAAN ELEKTRONIK DAN KOMPUTER EMAIL norfadzlia@utem.edu.my

ACADEMIC QUALIFICATION YEAR QUALIFICATION INSTITUTION 2023  KEDOKTORAN FALSAFAH (PH.D)  UNIVERSITI TEKNIKAL MALAYSIA MELAKA 2006  SARJANA (MASTERS)  UNIVERISTI TEKNOLOGI MALAYSIA 2004  SARJANA MUDA (BACHELOR)  UNIVERSITI TEKNOLOGI MALAYSIA

TEACHING EXPERIENCE UNDERGRADUATES SESSION COURSE 1-2013/2014  BETC2363 - DATA STRUCTURE & ALGORITHM 2-2013/2014  BETC3463 - SOFTWARE ENGINEERING 2-2013/2014  BETR1343 - COMPUTER PROGRAMMING 1-2014/2015  BETC3453 - OPERATING SYSTEMS 1-2014/2015  BETR1343 - COMPUTER PROGRAMMING 2-2014/2015  BETC2393 - INTERNET TECHNOLOGY & MULTIMEDIA 2-2014/2015  BETC3463 - SOFTWARE ENGINEERING 1-2015/2016  BETC3453 - OPERATING SYSTEMS 1-2015/2016  BETR1343 - COMPUTER PROGRAMMING 2-2015/2016  BETC1343 - DATABASE MANAGEMENT SYSTEM 2-2015/2016  BETR1343 - COMPUTER PROGRAMMING 1-2016/2017  BETC2363 - DATA STRUCTURE & ALGORITHM 1-2016/2017  BETC3453 - OPERATING SYSTEMS 2-2016/2017  BETC3463 - SOFTWARE ENGINEERING 2-2016/2017  BETR1343 - COMPUTER PROGRAMMING 1-2017/2018  BETC1313 - PROGRAMMING FUNDAMENTAL 1-2017/2018  BETC2363 - DATA STRUCTURE & ALGORITHM 1-2017/2018  BETC3453 - OPERATING SYSTEMS 2-2017/2018  BETC1353 - ADVANCED PROGRAMMING 1-2018/2019  BEEC1353 - ADVANCED PROGRAMMING 1-2018/2019  BEEC2363 - DATA STRUCTURE & ALGORITHM 2-2018/2019  BEEC1353 - ADVANCED PROGRAMMING 2-2018/2019  BEEC3463 - SOFTWARE ENGINEERING 2-2022/2023  BEEL2232 - APPLICATION SYSTEM DEVELOPMENT I 1-2023/2024  BEEL3124 - APPLICATION SYSTEM DEVELOPMENT II 1-2023/2024  BERL1142 - TECHNOLOGY SYSTEM PROGRAMMING I

LIST OF GRANTS YEAR AWARDED TITLE OF PROJECT TYPE OF GRANT AMOUNT (RM) ROLE 2023 AN ENHANCED BINARY MANTA-RAY FORAGING OPTIMIZATION ALGORITHM FOR FEATURE SELECTION IN BIG CHEMICAL DATASET GERAN FRGS (NATIONAL) 64000 MAIN RESEARCHER 2023 A COOPERATIVE CO-EVOLUTIONARY ALGORITHM FOR SCHEDULING INTERDEPENDENCIES IN OPTIMIZING INTEGRATED HEALTHCARE SCHEDULING PROBLEMS GERAN FRGS (NATIONAL) 81400 CO-RESEARCHER 2016 BIG DATA STORAGE ALLOCATION OPTIMIZATION FOR MANUFACTURING EXECUTION SYSTEM (MES) USING EVOLUTIONARY ALGORITHM SHORT TERM (UTEM) 15000 CO-RESEARCHER 2015 DEVELOPMENT OF SOLAR POWERED WASTE BIN MANAGEMENT AND MONITORING SYSTEM SHORT TERM (UTEM) 16700 MAIN RESEARCHER 2014 MEASURING ACCURACY OF QUERY RESULTS FOR SMART CITY DATA CENTERS SPACE OPTIMISATION SHORT TERM (UTEM) 7000 CO-RESEARCHER 2014 OPTIMIZATION OF GRAIN SIZE AND MOISTURE CONTENT OF YOUNG COCONUT SHELL AND COIR (YCSC) USING CUTTING-EXTRACTING-DRYING METHOD FOR PELLETIZATION PREPARATION GERAN RAGS (NATIONAL) 55900 CO-RESEARCHER

PUBLICATIONS JOURNAL YEAR TITLE NAME OF JOURNAL AUTHORS 2023  A NOVEL NONLINEAR TIME-VARYING SIGMOID TRANSFER FUNCTION IN BINARY WHALE OPTIMIZATION ALGORITHM FOR DESCRIPTORS SELECTION IN DRUG CLASSIFICATION  MOLECULAR DIVERSITY  MOHD YUSOF N., MUDA A.K., PRATAMA S.F., ABRAHAM A. 2022  A NOVEL NONLINEAR TIME‑VARYING SIGMOID TRANSFER FUNCTION IN BINARY WHALE OPTIMIZATION ALGORITHM FOR DESCRIPTORS SELECTION IN DRUG CLASSIFICATION  MOLECULAR DIVERSITY  MOHD YUSOF N., MUDA A.K., PRATAMA S.F., ABRAHAM A. 2022  AMPHETAMINE-TYPE STIMULANTS (ATS) DRUG CLASSIFICATION USING SHALLOW ONE-DIMENSIONAL CONVOLUTIONAL NEURAL NETWORK  MOLECULAR DIVERSITY  MOHD YUSOF N., MUDA A.K., PRATAMA S.F., CARBO-DORCA R. 2022  IMPROVED SWARM INTELLIGENCE ALGORITHMS WITH TIME-VARYING MODIFIED SIGMOID TRANSFER FUNCTION FOR AMPHETAMINE-TYPE STIMULANTS DRUG CLASSIFICATION  CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS  MOHD YUSOF N., MUDA A.K., PRATAMA S.F., CARBO-DORCA R., ABRAHAM A. 2022  IMPROVING AMPHETAMINE-TYPE STIMULANTS DRUG CLASSIFICATION USING CHAOTIC-BASED TIME-VARYING BINARY WHALE OPTIMIZATION ALGORITHM  CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS  MOHD YUSOF N., MUDA A.K., PRATAMA S.F., CARBO-DORCA R., ABRAHAM A. 2021  SWARM INTELLIGENCE-BASED FEATURE SELECTION FOR AMPHETAMINE-TYPE STIMULANTS (ATS) DRUG 3D MOLECULAR STRUCTURE CLASSIFICATION  APPLIED ARTIFICIAL INTELLIGENCE  YUSOF N.M., MUDA A.K., PRATAMA S.F. 2019  FREQUENCY REUSE OPTIMIZATION FOR OFDMA NETWORK  JOURNAL OF ENGINEERING AND APPLIED SCIENCES  WIN ADIYANSYAH INDRA, MOHD SAAD HAMID, NORFADZLIA BINTI MOHD YUSOF, NISHANTHINIDEVI A/P JAYRAMAN AND HERDY RUSNANDI 2018  GSM-BASED SMART ENERGY METER WITH ARDUINO UNO  INTERNATIONAL JOURNAL OF APPLIED ENGINEERING RESEARCH  WIN ADIYANSYAH INDRA, FATIMAH BT MORAD, NORFADZLIA BINTI MOHD YUSOF, SITI ASMA CHE AZIZ

CONFERENCE YEAR TITLE NAME OF CONFERENCE AUTHORS 2023 BINARY WHALE OPTIMIZATION ALGORITHM WITH LOGARITHMIC DECREASING TIME-VARYING MODIFIED SIGMOID TRANSFER FUNCTION FOR DESCRIPTOR SELECTION PROBLEM 14TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND PATTERN RECOGNITION, SOCPAR 2022, AND THE 14TH WORLD CONGRESS ON NATURE AND BIOLOGICALLY INSPIRED COMPUTING, NABIC 2022  - 2022 IMPROVING AMPHETAMINE-TYPE STIMULANTS DRUG CLASSIFICATION USING BINARY WHALE OPTIMIZATION ALGORITHM AS RELEVANT DESCRIPTORS SELECTION TECHNIQUE 13TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND PATTERN RECOGNITION, SOCPAR 2021 AND 13TH WORLD CONGRESS ON NATURE AND BIOLOGICALLY INSPIRED COMPUTING, NABIC 2021  MOHD YUSOF, N., MUDA, A. K., PRATAMA, S. F., ABRAHAM, A. 2021 A NEW BINARY WOA-BAT FEATURE SELECTION APPROACH FOR AMPHETAMINETYPE STIMULANTS DRUG CLASSIFICATION PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON INTELLIGENT AND INTERACTIVE COMPUTING 2021  NORFADZLIA MOHD YUSOF, AZAH KAMILAH MUDA, SATRYA FAJR PRATAMA 2019 SMART GARBAGE MONITORING SYSTEM FOR WASTE MANAGEMENT 2016 ENGINEERING TECHNOLOGY INTERNATIONAL CONFERENCE, ETIC 2016  NORFADZLIA MOHD YUSOF, AIMAN ZAKWAN JIDIN, MUHAMMAD IZZAT RAHIM

PROFESSIONAL MEMBERSHIPS / LEARNED SOCIETY

YEAR ROLE INSTITUTION LEVEL  2023   PROFESSIONAL QUALIFICATION   LEMBAGA TEKNOLOGIS MALAYSIA (MBOT)   KEBANGSAAN   2022   PROFESSIONAL QUALIFICATION   LEMBAGA TEKNOLOGIS MALAYSIA (MBOT)   KEBANGSAAN   2019   PROFESSIONAL QUALIFICATION   LEMBAGA TEKNOLOGIS MALAYSIA (MBOT)   KEBANGSAAN   2019   MEMBER   LEMBAGA TEKNOLOGIS MALAYSIA (MBOT)   KEBANGSAAN   2018   PROFESSIONAL QUALIFICATION   LEMBAGA TEKNOLOGIS MALAYSIA (MBOT)   KEBANGSAAN