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Home> FSK1000-FAKULTI KOMPUTERAN

TS. DR. WAN ISNI SOFIAH BINTI WAN DIN

Contact No. : 094244726
Gender : FEMALE
Nationality : MALAYSIA
Current Positon : DS51-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 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
2. 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
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 Sedang Berjalan
4. DEVELOPMENT OF VIRTUAL REALITY TRAINING FOR FIRE SAFETY Member 01-MAY-2023 30-APR-2024 Sedang Berjalan
5. DEVELOPMENT OF VIRTUAL REALITY TRAINING FOR FIREFIGHTING Member 01-MAY-2023 30-APR-2024 Sedang Berjalan
6. BIG DATA ANALYTIC FOR REAL-TIME PROCESS MONITORING OF THE POLYMERISATION REACTOR (UIC220837) Member 22-DEC-2022 21-DEC-2023 Sedang Berjalan
7. BIG DATA ANALYTIC FOR REAL-TIME PROCESS MONITORING OF THE POLYMERISATION REACTOR (RDU222414) Member 22-DEC-2022 21-DEC-2023 Sedang Berjalan
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 Sedang Berjalan
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 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)
15. 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)
16. NEXT GENERATION SECURITY OPERATION CENTRE Member 01-JUN-2019 31-AUG-2020 Selesai (Mencapai Semua 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 Tamat (Laporan akhir dikembalikan dan perlu dihantar semula)
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%
   

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