Ts. Dr. Wan Isni Sofiah Binti Wan Din

 sofiah@umpsa.edu.my

 094315594

IJAZAH KEDOKTORAN (DOCTORAL DEGREE)(2016)

Sains Komputer

Universiti Teknologi MARA, Cawangan Shah Alam


IJAZAH SARJANA (MASTERS DEGREE)(2011)

Rangkaian Komputer

Universiti Teknologi MARA, Cawangan Shah Alam


IJAZAH SARJANA MUDA (BACHELOR DEGREE)(2009)

Komunikasi Data

Universiti Teknologi MARA, Cawangan Shah Alam





Biography

Wan Isni Sofiah is a senior lecturer at the Faculty of Computer Systems & Software Engineering, Universiti Malaysia Pahang. Holding a PhD in Information Technology & Quantitative Sciences (UiTM Shah Alam), Master in Computer Science and Networking (UiTM Shah Alam), and first degree in Data Communication & Networking also from Universiti Teknologi Mara Shah Alam, Malaysia.

 

Field of research interest are Data Communication & Networking, Network Design & Algorithm, Wireless Sensor Network, Clustering, Network Security and Fuzzy Logic. Main research area is in Wireless Sensor Network (WSN) focusing on cluster head selection for energy efficiency using Fuzzy Logic. Current project are based on enhancement of single hop data transmission to multi-hop in two tier network, RSSI in wireless sensor and also on analysis of various types of fuzzy logic membership function to find the most effective membership in order to conserve the energy in WSN. Had contributed as a main author and co-author for the scientific articles in the field of interest.



Current Progress


Expertise

Wireless Sensor Network

Clustering In Sensor Network, Network Design

HIGH

Fuzzy Logic

Artificial Intelligence

HIGH

Clustering In Tow-Tier Wireless Sensor Network

Simulation System

HIGH

Energy Consumption In Wireless Sensor Network

Energy Conservation And Efficiency

HIGH

Data Communication & Network Security

Data And Network Security

HIGH

Iot

Information, Computer And Communication Technology

VERY HIGH
No Code Subject
1 DCN1013 COMPUTER ARCHITECTURE & ORGANIZATION
2 BCN2193 NETWORK TECHNOLOGIES
3 BCC3024 UNDERGRADUATE PROJECT II
4 BCC3012 UNDERGRADUATE PROJECT I
5 BCN3063 DISTRIBUTED & PARALLEL COMPUTING
6 BCN1073 COMPUTER ARCHITECTURE & ORGANIZATION
7 BCN3273 DISTRIBUTED AND PARALLEL COMPUTING
8 MCN1014 CURRENT ISSUES IN NETWORKING
9 BCN2083 COMPUTER NETWORKS
10 MCT1033 CURRENT ISSUES IN ICT
11 BCN3203 WAN TECHNOLOGY
12 BCN1083 DATA COMMUNICATION & NETWORKING
No. Title Role Start Date End date Agency Grant Amount(RM) Status
1 Optimizing Bandwidth Utilization: Advancing Smart Home Internet Of Things Device Classification With An Enhanced Artificial Neural Network (Ann) And Cnn Model For Classifying Unseen Internet Of Things (Iot). Leader 01-FEB-2026 31-JAN-2028 GERAN DALAM 32,500.00 On-Going
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 FRGS 71,000.00 -
3 An Enhanced Artificial Neural Network (Ann) Model To Improve Smart HomeInternet Of Things Device Classification For Optimal Bandwidth Utilization Leader 15-JUL-2023 14-JUN-2024 PGRS 2,200.00 -
4 Revolutionize Fire Safety: A Mobile App For Fire Extinguisher Management Leader 01-APR-2022 30-MAR-2024 TANPA PERUNTUKAN 0.00 -
5 An Investigation Of Uav Energy Usage For Optimum Flight Path Under Obstacle-Free Area. Leader 01-NOV-2019 31-JAN-2022 GERAN DALAM 23,100.00 -
6 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 FRGS-RACER 52,900.00 -
7 Two Tier Design In Wireless Sensor Network To Select Cluster Head Using Fuzzy Logic For Energy Efficiency Leader 15-APR-2018 14-JUL-2020 GERAN DALAM 29,200.00 -
8 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 FRGS 76,100.00 -
9 Development Of Virtual Reality Training For Firefighting Member 01-MAY-2023 30-APR-2024 INDUSTRI 14,020.24 -
10 Development Of Virtual Reality Training For Fire Safety Member 01-MAY-2023 30-APR-2024 INDUSTRI 11,288.40 -
11 Big Data Analytic For Real-Time Process Monitoring Of The Polymerisation Reactor (Uic220837) Member 22-DEC-2022 21-DEC-2023 PADANAN INDUSTRI 10,000.00 -
12 Big Data Analytic For Real-Time Process Monitoring OfThe Polymerisation Reactor (Rdu222414) Member 22-DEC-2022 21-DEC-2023 INDUSTRI 10,000.00 -
13 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 GERAN DALAM 35,000.00 -
14 An Enhancement Mechanism Of Host-Based And Network-Based Mobility Management Protocols In Wireless Mesh Network Member 01-OCT-2022 30-SEP-2024 GERAN DALAM 31,000.00 -
15 Energy Efficient In Cluster Head And Relay Node Selection For Wsn-Iot Member 01-OCT-2022 30-SEP-2024 GERAN DALAM 31,500.00 -
16 Diabetic Retinopathy Detection Based On Deep Learning Member 23-DEC-2020 22-DEC-2022 PADANAN UNIVERSITI 20,000.00 -
17 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 FRGS-RACER 48,200.00 -
18 Next Generation Security Operation Centre Member 01-JUN-2019 31-AUG-2020 INDUSTRI 8,000.00 -
19 Anomaly-Based Malware Prediction Model With Optimized Static Features Member 15-APR-2018 14-JUL-2020 GERAN DALAM 29,400.00 -
20 Integrating Augmented Reality Application To Support Student'S Spatial Visualization Ability Member 15-APR-2018 14-JUL-2020 GERAN DALAM 28,000.00 -
21 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 GERAN DALAM 28,300.00 -
22 Detecting Root Exploit Using Natural-Inspired Features And Machine Learning Classifiers With Static Analysis Member 05-APR-2018 04-JUL-2020 GERAN DALAM 20,000.00 -
No Project Customer Start Date End Date
No Type Name Registration No File Date
1 Copyright Fireaudit: Smart Inspections For Smarter Protection-The Future Of Fire Safety
2 Copyright Fireaudit: Smart Inspections For Smarter Protection-The Future Of Fire Safety
3 Copyright Revolutionize Fire Safety: A Mobile App For Fire Extinguisher Management LY2023C01905 11-MAY-2023
4 Copyright Two-Tier Network Design For Energy Efficiency In Wireless Sensor Network Using Single Hop & Multi Hop Communications LY2020000661 19-FEB-2020
5 Copyright Enhancement Of Single Path To Multi-Path Clustering In Wireless Sensor Network For Energy Conservation LY2020000665 19-FEB-2020
No Description

* Data sehingga 11 April 2019

No Professional Bodies (Association/Other Association) Start Date End Date Level
1 MALAYSIA BOARD OF TECHNOLOGIST (MBOT) null - null
No Project Title Award Name Role Date Organizer Level
1 Revolutionize Fire Safety: A Mobile App for Fire Extinguisher Management GOLD LEADER 16 - 18 MAY 2023 INTERNATIONAL INVENTION INNOVATION & TECHNOLOGY EXHIBITION (ITEX) 2023 NATIONAL
2 ENHANCEMENT OF SINGLE PATH TO MULTI PATH CLUSTERING IN WIRELESS SENSOR NETWORK FOR ENERGY CONSERVATION SILVER LEADER 20 - 22 FEB 2020 MALAYSIA TECHNOLOGY EXPO (MTE) 2020 INTERNATIONAL
3 REX-CHAIN: ROOT EXPLOIT DETECTION AND BLOCKCHAIN SILVER MEMBER 20 - 22 FEB 2020 MALAYSIA TECHNOLOGY EXPO (MTE) 2020 INTERNATIONAL