A
PROFILE
UPM's Staff Profile
PROF. MADYA DR. AZREEN BIN AZMAN
ASSOCIATE PROFESSOR
FACULTY OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY
azreenazman@upm.edu.my
UPM WEBSITE
PROFILE
azreenazman
BM
EN

PROFESSIONAL

NAME :
(Prof. Madya Dr.) AZREEN BIN AZMAN
POST :
ASSOCIATE PROFESSOR
ENTITY :
Faculty of Computer Science and Information Technology

FIELD OF SUPERVISION
COMPUTER VISION / DATA SCIENCE / INFORMATION RETRIEVAL / INTELLIGENT SYSTEMS
EDUCATION
PHD
UNIVERSITY OF GLASGOW, SCOTLAND, UNITED KINGDOM
Graduated : 2007
BACHELOR OF INFORMATION TECHNOLOGY(HONS)
MULTIMEDIA UNIVERSITY, CYBERJAYA, SELANGOR
Graduated : 1999
DIPLOMA SOFTWARE ENGINEERING
INSTITUT LATIHAN PERINDUSTRIAN BUKIT KATIL MELAKA
Graduated : 1997
JOURNAL PUBLICATION
1. Semantic Concept Search based on Triple Matching Approach
    Journal type: Other Abstracting / Indexing Bodies
2. Adaptive Dual Threshold Multi-Class Scheduling for Packet Switch
    Journal type: Other Abstracting / Indexing Bodies
3. Non-Uniform Traffic Performance of Multi-Class Scheduling Technique with Dual Threshold
    Journal type: Non Citation-Indexed
4. An Evaluation of Factors Affecting Brand Awareness in the Context of Social Media in Malaysia
    Journal type: Citation-Indexed - Scopus
5. Scheduler Algorithm for Multi-Class Switch with Priority Threshold
    Journal type: Other Abstracting / Indexing Bodies
6. Effective Rule Based Classifier using Multivariate Filter and Genetic Miner for Mammographic Image Classification
    Journal type: Citation-Indexed - Scopus
7. An integrated method of associative classification and neuro-fuzzy approach for effective mammographic classification
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
8. An improved peripheral enhancement of mammogram images by using filtered region growing segmentation
    Journal type: Citation-Indexed - Scopus
9. SEMANTIC AMBIGUOUS QUERY FORMULATION USING STATISTICAL LINGUISTICS TECHNIQUE
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
10. EFFECTIVE IDEA MINING TECHNIQUE BASED ON MODELING LEXICAL SEMANTIC
    Journal type: Citation-Indexed - Scopus
11. Optimization of Idea Mining Model based on Text Position Weight
    Journal type: Citation-Indexed - Scopus
12. Tensor-Based Hidden Semi-Markov Model for CPSS User Activity Analysis and Services
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
13. SENTI2VEC: AN EFFECTIVE FEATURE EXTRACTION TECHNIQUE FOR SENTIMENT ANALYSIS BASED ON WORD2VEC
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
14. Social Media Mining: A Genetic Based Multiobjective Clustering Approach to Topic Modelling
    Journal type: Citation-Indexed - Scopus
15. Breast cancer detection by using associative classifier with rule refinement method based on relevance feedback
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
16. ENHANCING RARE DISEASE DIAGNOSIS: A WEIGHTED COSINE SIMILARITY APPROACH FOR IMPROVED KNEAREST NEIGHBOR ALGORITHM
    Journal type: Citation-Indexed - Scopus
17. Multi-Granularity Semantic Information Integration Graph for Cross-Modal Hash Retrieval
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
18. Cross-Modal Retrieval: A Review of Methodologies, Datasets, and Future Perspectives
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
19. AN EFFECTIVE FILTERING EXTENSION TECHNIQUE OF SMOTE FOR CONTROLLED SYNTHETIC DATA GENERATION
    Journal type: Citation-Indexed - Scopus
20. Tensor-Based Factorial Hidden Markov Model for Cyber-Physical-Social Services
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
PUBLICATION
2025
Tensor-Based Factorial Hidden Markov Model for Cyber-Physical-Social Services
2025
Domain adaptation with category-level contrastive learning for semisupervised cross-modal hashing
2025
AN EFFECTIVE FILTERING EXTENSION TECHNIQUE OF SMOTE FOR CONTROLLED SYNTHETIC DATA GENERATION
2024
Multi-Granularity Semantic Information Integration Graph for Cross-Modal Hash Retrieval
2024
Cross-Modal Retrieval: A Review of Methodologies, Datasets, and Future Perspectives
2023
ENHANCING RARE DISEASE DIAGNOSIS: A WEIGHTED COSINE SIMILARITY APPROACH FOR IMPROVED KNEAREST NEIGHBOR ALGORITHM
2022
Breast cancer detection by using associative classifier with rule refinement method based on relevance feedback
2021
Social Media Mining: A Genetic Based Multiobjective Clustering Approach to Topic Modelling
2020
SENTI2VEC: AN EFFECTIVE FEATURE EXTRACTION TECHNIQUE FOR SENTIMENT ANALYSIS BASED ON WORD2VEC
2019
Optimization of Idea Mining Model based on Text Position Weight
2018
SEMANTIC AMBIGUOUS QUERY FORMULATION USING STATISTICAL LINGUISTICS TECHNIQUE
2018
EFFECTIVE IDEA MINING TECHNIQUE BASED ON MODELING LEXICAL SEMANTIC
2018
SENTI2VEC: AN EFFECTIVE FEATURE EXTRACTION TECHNIQUE FOR SENTIMENT ANALYSIS BASED ON WORD2VEC
2017
An integrated method of associative classification and neuro-fuzzy approach for effective mammographic classification
2017
An improved peripheral enhancement of mammogram images by using filtered region growing segmentation
2016
An integrated method of associative classification and neuro-fuzzy approach for effective mammographic classification
2015
Effective Rule Based Classifier using Multivariate Filter and Genetic Miner for Mammographic Image Classification
2015
Semantic Concept Search based on Triple Matching Approach
2013
An Evaluation of Factors Affecting Brand Awareness in the Context of Social Media in Malaysia
2012
Scheduler Algorithm for Multi-Class Switch with Priority Threshold
2010
Adaptive Dual Threshold Multi-Class Scheduling for Packet Switch