Professor Dr.
 Rayner Alfred

Professor Dr. Rayner Alfred

Fakulti Komputeran Dan Informatik, UMS

Professor Dr. Rayner Alfred is a distinguished researcher at Fakulti Komputeran Dan Informatik, University Malaysia Sabah. Their research focuses on Machine Learning and Machine Intelligence, Natural Language Processing, Information Retrieval, Sentiment Analysis, Knowledge Discovery in Big Data, Big Data Analytics, Data Science, Businness Intelligence, Data Visualization .

As a member of Fakulti Komputeran Dan Informatik, they contribute significantly to the academic and research community at UMS through their expertise and dedication to advancing knowledge in their field.

Professor Dr. Rayner Alfred holds PhD from York University, UK , among other qualifications, and has established themselves as a respected expert in their field.

Research

Projects

11

Active

11

Grants

RM 1,433,828.60


Research Interests & Expertise

Information And Communication Technology (ict) - Knowledge Representation and Machine Learning

Information And Communication Technology (ict) - Quantum Computing

Information And Communication Technology (ict) - Computational Modelling and Analytics

Manufacturing And Industrial Engineering - Artificial Intelligence and Optimisation Methods

Statistical Studies - Computational Artificial Neural Networks

Publications

Total Publications by Year

NOTE: N/A = Data not available, 0 = Data not completed


Scopus Metrics

Scopus Profile

Documents

196

H-Index

20

Citations

1,418

Affiliation

Universiti Malaysia Sabah

Research listing

Current Research Projects

Machine intelligence revolutionized storage and shipping tank for aquaculture sea products to support the development of a sustainable blue economy

Leader

2025 - 2027

A smart patient tracking and behavior analytics system using ultra-wideband

Leader

2025 - 2026

Mysentidic2: from polarity to intensity - enhancing malay sentiment lexicons with detailed scoring

Member

2024 - 2026

Vermicomposting reactor development and vermicompost performance test for smart smallholder vermicomposting systems

Member

2024 - 2026

A contrast subspace mining method using tree technique for high dimensional mixed type data: an application to detect and control diabetes disease

Member

2023 - 2026

An integrated conjoined recurrent and convolutional neural network approach to classifying time-series forests hyper-spectral images for automated carbon stock estimation.

Leader

2022 - 2025

Hybrid adaptive multi-objective differential evolution lévy flight and neural network for breast cancer disease detection

Member

2022 - 2025

Classification of feeding behaviour for the development of an automated demand feeding system for hybrid grouper

Member

2021 - 2026

Classification of juvenile hybrid grouper (epinephelus fuscoguttatus × e. lanceolatus) behaviour under the culture environment: application of machine learning in fish condition monitoring

Member

2021 - 2026

Membudayakan penggunaan sains, teknologi dan inovasi untuk menyelesaikan masalah pencemaran sungai

Member

2021 - 2023

Mobile based automated car plate localization and recognition using neural networks

Member

2017 - 2020

Publications listing

NOTE: PUBLICATION DATA FOR THE LAST 3 YEARS WILL BE DISPLAYED

Showing 1 to 10 of 15 entries

1.

Rayner Alfred (2025) , Factors Influencing Digital Adoption Of Data And Information Management Methods In The Public Sector

2.

Rossita Shapawi , Rayner Alfred , Kenneth Teo Tze Kin , Lim Kit Guan , Mohammad Tamrin Bin Mohamad Lal , Lim Leong Seng (2025) , Application Of Feeding Machines In Epinephelinae Groupers Grow-out Culture: A Brief Overview

3.

Ag. Asri Bin Ag. Ibrahim , Rayner Alfred (2025) , State-of-the-art Of Machine Learning In Neuro Development Disorder: A Systematic Review

4.

Rayner Alfred (2025) , Paper Student Information Security And Protection System Based On Blockchain And Big Data

5.

Lim Leong Seng , Lim Kit Guan , Rayner Alfred , Mohammad Tamrin Bin Mohamad Lal , Kenneth Teo Tze Kin (2025) , Application Of Feeding Machines In Epinephelinae Groupers Grow-out-culture: A Brief Overview

6.

Rayner Alfred (2024) , Evaluation On High-performance Image Compaction Algorithms In Spatio-temporal Data Processing

7.

Rayner Alfred , Rossita Shapawi , Kenneth Teo Tze Kin , Lim Leong Seng (2024) , The Performance Of You Only Look Once (yolo) Algorithm In Differentiating Hunger, Feeding, And Post-feeding Behaviours In Hybrid Grouper Juveniles (epinephelus Fuscoguttatus ? × Epinephelus Lanceolatus ?)

8.

Jackel Chew Vui Lung , Rayner Alfred , Rayner @ Henry Pailus (2024) , Research On Detr Novel Small Target Detection Algorithm Based On Swin Transformer

9.

Rayner Alfred (2024) , High-resolution Image Processing And Spatiotemporal Data Transmission System Based On Gpu Acceleration

10.

Rayner Alfred (2024) , Distributed Computing And Storage Strategy For Massive High Resolution Image Data


Page 1 of 2

Previous Next