Institute of Visual Informatics

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Institute of Visual Informatics (IVI)

Leading Digital Technology Across Industrial Revolution

Intelligent Data Analytics

Introduction

The Intelligent Data Analytics (IDA) Lab facilitates fundamental and applied research on data science, data analytics, machine learning, and data visualization.

Data analytics are the foundation for data-intensive research that addresses industrial challenges in the big data era. In recent years, artificial intelligence (AI) has become so prominent that it results in amazing advancements across a wide range of industries, such as agriculture, health, manufacturing, finance and etcetera.

The IDA lab leverages the technologies of artificial intelligence and big data to provide optimal data analysis solutions by harnessing the data from industry, government, and academia.

The IDA lab’s major research capabilities include:

  • Machine learning
  • Computer vision
  • Natural language processing
  • Time-series analytics

The IDA lab researchers include:

  1. Assoc. Prof. Dr. Rabiah Binti Abdul Kadir
  2. Dr. Chaw Jun Kit
  3. Dr. Ely Salwana Binti Mat Surin
  4. Dr. Mohamad Taha Bin Ijab
  5. Dr. Puteri Nor Ellyza Binti Nohuddin
  6. Dr. Ummul Hanan Mohamad

Gallery

Data Visualisation for Anomaly Detection System
Data Visualisation for Anomaly Detection System
Data Visualisation for Flood Detection System
Data Visualisation for Flood Detection System

Latest Project

Title Project Leader Funds Grant
1. Integration of Blockchain and Machine Learning based Technique for Smart Agriculture Cloud.
Assoc. Prof. Dr. Rabiah Binti Abdul Kadir
RM 14,238
ARB Agro Technology Sdn Bhd
2. Modelling An Early Prediction of Non-communicable diseases (NCD) Model from Imbalanced Data with Sequence Structure
Dr. Chaw Jun Kit
RM 29,100
Geran Galakan Penyelidik Muda (GGPM)
3. Sentiment Analysis based Intelligent Chatbot to Assess Banking Customer Satisfaction Index
Dr. Puteri Nor Ellyza Binti Nohuddin
RM 30,000
Dana Endowmen RHB-UKM
4. A design approach of R.E.A.L mobile-VR (mVR-R.E.A.L) for Malaysian adolescents based on Social Emotional Learning.
Dr. Ely Salwana Binti Mat Surin
RM 212,800
Skim Geran Penyelidikan Transdisiplinari (TRGS)
5. Feasibility Study for the Adoption of Internet of Things (IoT) in Palm Oil Mills in Malaysia.
Dr. Mohamad Taha Bin Ijab
RM 25,000
Kursi Kelestarian UKM-YSD
6. Affordance-Based Behaviour Change Model for Energy Efficiency Among Malaysians.
Dr. Mohamad Taha Bin Ijab
RM 78,000
Skim Geran Penyelidikan Fundamental (FRGS)

Head of Lab

 

Dr. Chaw Jun Kit

03 – 8927 2423

 

IDA

Ground Floor

Institute of Visual Informatics

Akademia Siber Teknopolis

UKM