Dr. Ervin Gubin Moung

Dr. Ervin Gubin Moung

Fakulti Komputeran Dan Informatik, UMS

Dr. Ervin Gubin Moung is a distinguished researcher at Fakulti Komputeran Dan Informatik, University Malaysia Sabah. Their research focuses on Computer Vision and Pattern Recognition, with a current focus on Public Health , Smart Health, Agriculture , Food Security, and Environmental Sustainability. Over his career, Dr. Moung has secured and led research projects totaling over MYR 1.3 million in grants from agencies such as PETRONAS, the Malaysian Ministry of Higher Education, and UMS, s internal research fund. His notable projects include the PETRONAS Advanced Analytics Framework for Resource Optimization (PETRO-AFRO Framework), algae performance prediction tools, and spectrally adapted algorithms for assessing beef cattle health. Since July 2022, he has also served as Deputy Director at UMS, s Research Management Centre, overseeing all operational activities. He is also a member of IEEE. Dr. Moung, s contributions include innovations such as hyperspectral imaging for plastic waste detection, solar-powered black pepper dryers, and sentiment analysis tools for business analytics. With 84 publications, 526 citations, and a Scopus h-index of 13, Dr. Moung is a respected researcher committed to advancing computer engineering and interdisciplinary research excellence. He can be contacted at ervin@ums.edu.my. (18 March 2026) .

As a member of Pusat Pengurusan Penyelidikan, they contribute significantly to the academic and research community at UMS through their expertise and dedication to advancing knowledge in their field.

Dr. Ervin Gubin Moung holds Ijazah Doktor Falsafah Kejuruteraan Komputer from Universiti Malaysia Sabah , 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 Pengurusan Penyelidikan, UMS

Education

Ijazah Doktor Falsafah Kejuruteraan Komputer

Universiti Malaysia Sabah

2018

Sarjana Kejuruteraan (kejuruteraan Komputer)

Universiti Malaysia Sabah

2013

Ijazah Sarjana Muda Kejuruteraan Dengan Kepujian (kejuruteraan Komputer)

Universiti Malaysia Sabah

2008

Research Collaborators

Research

Projects

9

Active

9

Grants

RM 1,376,480.00


Research Interests & Expertise

Computer Engineering - Neural Network Computer

Information And Communication Technology (ict) - Deep Learning for Machine Learning

Information And Communication Technology (ict) - Logic Programming in AI and Machine Learning

Information And Communication Technology (ict) - Digital Image Processing Algorithm and Techniques

Information And Communication Technology (ict) - Pattern and Image Recognition

Information And Communication Technology (ict) - Predictive Analytics

Information And Communication Technology (ict) - Logic Programming

Publications

Total Publications by Year

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


Scopus Metrics

Scopus Profile

Documents

84

H-Index

13

Citations

527

Affiliation

Universiti Malaysia Sabah

Research listing

Current Research Projects

Identification of power transformer's insulation oil state-of-health using artificial intelligence based device techniques

Member

2025 - 2026

Petronas advanced analytics framework for resource optimization (petro-afro framework): driving operational excellence through data science and artificial intelligence

Leader

2024 - 2027

Algae performance prediction and prescriptive tools

Leader

2024 - 2026

Formulating a spectrally adapted one-stage detection algorithm for assessing beef cattle health with pseudo-rgb and multispectral bands

Leader

2024 - 2027

New scattered data interpolation scheme using quasi cubic triangular patches for highly accurate rgb image interpolation and fruits quality inspection

Leader

2023 - 2026

Brain connectivity modelling using exact diffusion adaptation strategy

Member

2023 - 2026

Design of an automatic smart ingredients feeder for mixer in a fish feed production line.

Member

2023 - 2025

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

Member

2022 - 2025

Public security threat detection model with sarcasm detection for bilingual sentiment analysis based on natural language processing features and modified deep learning

Member

2022 - 2024

Publications listing

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

Showing 1 to 10 of 13 entries

1.

Ervin Gubin Moung (2025) , Automated Scoliosis Diagnosis In Spinal Imaging: Laboratory Validation, Clinical Limitations, And Systematic Implementation Challenge Review

2.

Ervin Gubin Moung (2024) , A Fully Automatic Curve Localization Method For Extracted Spine

3.

Ervin Gubin Moung (2024) , User Identification And Verification Based On Auditory Evoked Potentials Using Cnn

4.

Ervin Gubin Moung , Mohd. Hanafi Bin Ahmad Hijazi (2024) , Annotated Dataset For Sentiment Analysis And Sarcasm Detection: Bilingual Code-mixed English-malay Social Media Data In The Public Security Domain

5.

Ervin Gubin Moung (2024) , Optimizing The Light Gradient-boosting Machine Algorithm For An Efficient Early Detection Of Coronary Heart Disease

6.

Ervin Gubin Moung , Jamal Ahmad Dargham , Farashazillah Binti Yahya (2023) , A Review Of Hyperspectral Imaging-based Plastic Waste Detection State-of-the-arts

7.

Ervin Gubin Moung , Nur Faraha Bte Hj. Mohd Naim , Florence Sia Fui Sze , Jamal Ahmad Dargham , Ali Farzamnia , Farashazillah Binti Yahya , Lorita Angeline (2023) , On-shore Plastic Waste Detection With Yolov5 And Rgb-near-infrared Fusion: A State-of-the-art Solution For Accurate And Efficient Environmental Monitoring

8.

Farashazillah Binti Yahya , Mohd. Hanafi Bin Ahmad Hijazi , Florence Sia Fui Sze , Ervin Gubin Moung , Jamal Ahmad Dargham , Ali Farzamnia (2023) , Covid-19 Classification Through Deep Learning Models With Three-channel Grayscale Ct Images

9.

Ervin Gubin Moung , Ali Farzamnia (2023) , Impulsive Noise Suppression Methods Based On Time Adaptive Self-organizing Map

10.

Zuhair Jamain , Nurul'azah Mohd Yaakub , Jamal Ahmad Dargham , Ali Farzamnia , Ervin Gubin Moung (2023) , A Review Of Solar Drying Technology For Agricultural Produce


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