TS. DR. WAN ISNI SOFIAH BINTI WAN DIN

	Contact No. : 094244726 Gender : FEMALE Nationality : MALAYSIA Current Positon : DS13-A-PENSYARAH UNIVERSITI E-Mail : sofiah@ump.edu.my
ACADEMIC QUALIFICATION
. 2016 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), UNIVERSITI TEKNOLOGI MARA, CAWANGAN SHAH ALAM . 2011 : IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI TEKNOLOGI MARA, CAWANGAN SHAH ALAM . 2009 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), UNIVERSITI TEKNOLOGI MARA, CAWANGAN SHAH ALAM . 2006 : DIPLOMA, UNIVERSITI TEKNOLOGI MARA CAWANGAN PAHANG
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL ARTIFICIAL INTELLIGENCE FUZZY LOGIC 5 TINGGI DATA AND NETWORK SECURITY DATA COMMUNICATION & NETWORK SECURITY 7 TINGGI ENERGY CONSERVATION AND EFFICIENCY ENERGY CONSUMPTION IN WIRELESS SENSOR NETWORK 5 TINGGI CLUSTERING IN SENSOR NETWORK, NETWORK DESIGN WIRELESS SENSOR NETWORK 7 TINGGI SIMULATION SYSTEM CLUSTERING IN TOW-TIER WIRELESS SENSOR NETWORK 5 TINGGI
EMPLOYMENT HISTORY
EMPLOYER POST JOIN DATE RESIGN DATE STATUS Universiti Tekonologi Mara Shah Alam LECTURER 01/09/2014 31/12/2015 SEMENTARA
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. A NEW CLUSTERING TECHNIQUE WITH IMPROVED K-MEANS AND FUZZY-LOGIC TYPE-2 FOR CLUSTER HEAD SELECTION IN WIRELESS SENSOR NETWORKS-INTERNET OF THINGS Member 01-OCT-2023 30-SEP-2025 Sedang Berjalan 2. A NOVEL DEEP TYPE-0 FUZZY CLASSIFIER WITH ONE-PASS ONLINE LEARNING FOR HIGH-DIMENSIONAL CLASSIFICATION IN DATA STREAMS Leader 01-OCT-2023 30-SEP-2025 Sedang Berjalan 3. AN ENHANCED ARTIFICIAL NEURAL NETWORK (ANN) MODEL TO IMPROVE SMART HOME INTERNET OF THINGS DEVICE CLASSIFICATION FOR OPTIMAL BANDWIDTH UTILIZATION Leader 15-JUL-2023 14-JUN-2024 Tamat (Laporan akhir dalam semakan) 4. DEVELOPMENT OF VIRTUAL REALITY TRAINING FOR FIRE SAFETY Member 01-MAY-2023 30-APR-2024 Tamat (Perlu hantar laporan akhir) 5. DEVELOPMENT OF VIRTUAL REALITY TRAINING FOR FIREFIGHTING Member 01-MAY-2023 30-APR-2024 Tamat (Perlu hantar laporan akhir) 6. BIG DATA ANALYTIC FOR REAL-TIME PROCESS MONITORING OF THE POLYMERISATION REACTOR (UIC220837) Member 22-DEC-2022 21-DEC-2023 Tamat (Perlu hantar laporan akhir) 7. BIG DATA ANALYTIC FOR REAL-TIME PROCESS MONITORING OF THE POLYMERISATION REACTOR (RDU222414) Member 22-DEC-2022 21-DEC-2023 Tamat (Perlu hantar laporan akhir) 8. MODELLING THE CHILLER PLANT STATE MACHINE USING NON-LINEAR AUTOREGRESSIVE OF EXOGENOUS INPUT (NARX) AND BINARY ARTIFICIAL BEE COLONY (BABC) TECHNIQUES Member 15-DEC-2022 14-DEC-2024 Tamat (Perlu hantar laporan akhir) 9. AN ENHANCEMENT MECHANISM OF HOST-BASED AND NETWORK-BASED MOBILITY MANAGEMENT PROTOCOLS IN WIRELESS MESH NETWORK Member 01-OCT-2022 30-SEP-2024 Sedang Berjalan 10. ENERGY EFFICIENT IN CLUSTER HEAD AND RELAY NODE SELECTION FOR WSN-IOT Member 01-OCT-2022 30-SEP-2024 Sedang Berjalan 11. REVOLUTIONIZE FIRE SAFETY: A MOBILE APP FOR FIRE EXTINGUISHER MANAGEMENT Leader 01-APR-2022 30-MAR-2024 Tamat (Perlu hantar laporan akhir) 12. DIABETIC RETINOPATHY DETECTION BASED ON DEEP LEARNING Member 23-DEC-2020 22-DEC-2022 Tamat (Laporan akhir dalam semakan) 13. An Investigation of UAV energy usage for optimum flight path under Obstacle-free Area. Leader 01-NOV-2019 31-JAN-2022 Selesai (Mencapai Sebahagian KPI) 14. A NEW FRAMEWORK FOR INTEGRATED KNOWLEDGE-BASED SYSTEM AND VISUALIZATION USING BAYESIAN NETWORK (BN) AND MULTIPLE CRITERIA DECISION ANALYSIS (MCDA) Member 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI) 15. A New Chaotic Genetic Algorithm for Optimal Positioning of UAV Enable Wireless Sensor Network in Observatory Data Collection Leader 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI) 16. NEXT GENERATION SECURITY OPERATION CENTRE Member 01-JUN-2019 31-AUG-2020 Selesai (Mencapai Sebahagian KPI) 17. ANOMALY-BASED MALWARE PREDICTION MODEL WITH OPTIMIZED STATIC FEATURES Member 15-APR-2018 14-JUL-2020 Selesai (Mencapai Semua KPI) 18. INTEGRATING AUGMENTED REALITY APPLICATION TO SUPPORT STUDENT'S SPATIAL VISUALIZATION ABILITY Member 15-APR-2018 14-JUL-2020 Selesai (Mencapai Sebahagian KPI) 19. A NEW MODEL OF INTEGRATED SELF-ORGANIZING MAP (SOM) AND MULTIPLE CRITERIA DECISION ANALYSIS (MCDA) FOR WATER HEALTH ASSESSMENT Member 15-APR-2018 14-OCT-2020 Selesai (Mencapai Sebahagian KPI) 20. TWO TIER DESIGN IN WIRELESS SENSOR NETWORK TO SELECT CLUSTER HEAD USING FUZZY LOGIC FOR ENERGY EFFICIENCY Leader 15-APR-2018 14-JUL-2020 Selesai (Mencapai Semua KPI) 21. DETECTING ROOT EXPLOIT USING NATURAL-INSPIRED FEATURES AND MACHINE LEARNING CLASSIFIERS WITH STATIC ANALYSIS Member 05-APR-2018 04-JUL-2020 Selesai (Mencapai Semua KPI)
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION REFEREED PUBLICATION JOURNAL Investigation and Analysis of Crack Detection using UAV and CNN: A Case Study of Hospital Raja Permaisuri Bainun 03/01/2023 50% JOURNAL Phishing detection system using machine learning classifiers 01/03/2020 100 Main supervisor JOURNAL An enhancement of path selection to cluster head based on multi-hop routing in two-tier wireless sensor network 01/12/2019 90% JOURNAL Distance based thresholds for 2-tier relay nodes selection in WSN 07/06/2019 50% JOURNAL EXPLORING THE STUDENT’S INTERACTION WITH AUGMENTED REALITY AND THEIR RELATIONSHIP TO LEARNING ACHIEVEMENT 10/06/2019 80 JOURNAL Self-Organizing Map (SOM) For Species Distribution Modelling Of Birds Species at Kenyir Landscape 01/12/2019 90% JOURNAL Internet of Things An Implementation and Its Challenges in Malaysia 04/12/2018 80%