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

70

Active

11

Grants

RM 10,245,116.95


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

201

H-Index

20

Citations

1,454

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 36 entries

1.

Rayner Alfred , Rayner Alfred (2026) , Keycap3d: Keyword-guided 3d Medical Image Captioning With Cross-attention

2.

Oliver Valentine Eboy , Chin Kim On , Ervin Gubin Moung , Normah Awang Besar @ Raffie , Rayner Alfred , Normah Awang Besar @ Raffie , Oliver Valentine Eboy , Chin Kim On , Ervin Gubin Moung , Rayner Alfred (2026) , Optimized Autoencoder Deep Learning For Carbon Stock Estimation Using Multi Source Remote Sensing Data In Tropical Rainforests

3.

Rayner Alfred , Rayner Alfred (2026) , Keycap3d: Keyword-guided 3d Medical Image Captioning With Cross-attention

4.

Oliver Valentine Eboy , Chin Kim On , Ervin Gubin Moung , Normah Awang Besar @ Raffie , Rayner Alfred , Normah Awang Besar @ Raffie , Oliver Valentine Eboy , Chin Kim On , Ervin Gubin Moung , Rayner Alfred (2026) , Optimized Autoencoder Deep Learning For Carbon Stock Estimation Using Multi Source Remote Sensing Data In Tropical Rainforests

5.

Rayner @ Henry Pailus , Rayner Alfred , Rayner @ Henry Pailus , Rayner Alfred (2025) , Scalable And Efficient Student Behavior Prediction Using Parallelized Clustering And Ahp-weighted Knn

6.

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

7.

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

8.

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

9.

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

10.

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


Page 1 of 4

Previous Next