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 21 to 30 of 36 entries

21.

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

22.

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

23.

Rossita Shapawi , Kenneth Teo Tze Kin , Rayner Alfred , Lim Leong Seng , Rossita Shapawi , Kenneth Teo Tze Kin , Lim Leong Seng , Rayner Alfred (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 ?)

24.

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

25.

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

26.

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

27.

Oliver Valentine Eboy , Rayner Alfred , Oliver Valentine Eboy , Rayner Alfred (2023) , Analyzing Trends In The Spatial-temporal Visitation Patterns Of Mainland Chinese Tourists In Sabah, Malaysia Based On Weibo Social Big Data

28.

Rayner Alfred , Rayner Alfred (2023) , Multi-step Cnn Forecasting For Covid-19 Multivariate Time-series

29.

Joe Henry Obit , Rayner Alfred , Joe Henry Obit , Rayner Alfred (2023) , Concept Trending Of Social Media Data Using Apriori Algorithm

30.

Oliver Valentine Eboy , Rayner Alfred , Oliver Valentine Eboy , Rayner Alfred (2023) , Analysing Trends In The Spatial-temporal Visitation Patterns Of Mainland Chinese Tourists In Sabah, Malaysia Based On Weibo Social Big Data


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