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 Pusat Kolaborasi dan Libatsama Industri, 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.
Contact Information
Academic Department
Fakulti Komputeran Dan Informatik, UMS
Appointed Department
Pusat Kolaborasi dan Libatsama Industri, UMS
Education
Phd
York University, UK
2008
Msc
Western Michigan University, Kalamazoo
1997
Bsc
Polytechnic University, Brooklyn, New York
1994
Research Collaborators
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
Scopus Metrics
Scopus ProfileDocuments
202
H-Index
20
Citations
1,479
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 juvenile hybrid grouper (epinephelus fuscoguttatus × e. lanceolatus) behaviour under the culture environment: application of machine learning in fish condition monitoring
Member
2021 - 2026
Classification of feeding behaviour for the development of an automated demand feeding system for hybrid grouper
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 20 entries
Rayner Alfred (2026), Rgb-d Salient Object Detection With Local Feature And Semantic Segmentation
Rayner Alfred (2026), Keycap3d: Keyword-guided 3d Medical Image Captioning With Cross-attention
Ervin Gubin Moung , Normah Awang Besar @ Raffie , Oliver Valentine Eboy , Chin Kim On , Rayner Alfred (2026), Optimized Autoencoder Deep Learning For Carbon Stock Estimation Using Multi Source Remote Sensing Data In Tropical Rainforests
Lim Kit Guan , Rayner Alfred , Lim Leong Seng (2026), Diel Activity And Swimming Behaviour Of Hybrid Grouper (epinephelus Fuscoguttatus ? × Epinephelus Lanceolatus ?) Juveniles
Lim Kit Guan , Mohammad Tamrin Bin Mohamad Lal , Lim Leong Seng , Kenneth Teo Tze Kin , Rayner Alfred (2025), Application Of Feeding Machines In Epinephelinae Groupers Grow-out-culture: A Brief Overview
Lim Kit Guan , Kenneth Teo Tze Kin , Mohammad Tamrin Bin Mohamad Lal , Lim Leong Seng , Rayner Alfred , Rossita Shapawi (2025), Application Of Feeding Machines In Epinephelinae Groupers Grow-out Culture: A Brief Overview
Rayner Alfred (2025), Factors Influencing Digital Adoption Of Data And Information Management Methods In The Public Sector
Rayner Alfred (2025), Paper Student Information Security And Protection System Based On Blockchain And Big Data
Ag. Asri Bin Ag. Ibrahim , Rayner Alfred (2025), State-of-the-art Of Machine Learning In Neuro Development Disorder: A Systematic Review
Rayner @ Henry Pailus , Rayner Alfred (2025), Scalable And Efficient Student Behavior Prediction Using Parallelized Clustering And Ahp-weighted Knn
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