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
NAME:
(PROF. MADYA DR.) AZREEN BIN AZMAN
POSITION:
ASSOCIATE PROFESSOR
ENTITY:
Faculty of Computer Science and Information Technology

FIELDS OF SUPERVISION
Computer Vision / Data Science / Information Retrieval / Intelligent Systems
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