Intelligent Computing (IC)

Intelligent computing seeks to undertake research in the theory, design, implementation, and application of intelligent system. There are five research areas currently undertaken which are Data Mining, Intelligent Agents, Evolutionary Computation and Optimization, Computational Linguistics, and Bioinformatics. The research on Data Mining focuses on establishing new techniques that can intelligently transform massive data into useful information and knowledge. The research in Evolutionary Computing and Optimization surveys techniques in genetic algorithms, swarm optimization theory, ant colony optimization; demonstrating their uses and capabilities. The research in intelligent agent study agent semantics and ontology; interactions within multi-agent systems; mobile computation, social networking and knowledge sharing.  The research in semantic technology and natural language processing focuses on intelligent content analysis by developing efficient algorithms to process texts and to make their information understandable across computer applications. The bioinformatics main aim is to develop and apply state-of-the-art mathematical and computer science techniques to problems now arising in the life sciences, particularly those now appearing in the post-genomic era. Seek us for more information on our people and recent activities by clicking here. 

Group Members:

	Name	Expertise
	Dr. Hazlina Hamdan (Leader) hazlina@upm.edu.my	Medical Prognostic, Pattern Recognition, Prediction System, Optimization & Evolutionary Computing
	Prof. Dr. Nurfadhlina Mohd Sharef nurfadhlina@upm.edu.my	Text Mining, Semantic Web, Recommendation System
	Assoc. Prof. Datin Dr. Norwati Mustapha norwati@upm.edu.my	Web Mining, Spatio-temporal Mining, Opinion/Sentiment Mining
	Assoc. Prof. Dr. Razali Yaakob razaliy@upm.edu.my	Neural Networks, Evolutionary Computation, Robotics, Embedded System
	Assoc. Prof. Dr.  Azreen Azman azreenazman@upm.edu.my	Information Retrieval, Text Mining
	Assoc. Prof. Dr. Teh Noranis Mohd Aris nuranis@upm.edu.my	Artificial Intelligence, Fuzzy Systems, Image Processing, Deep Learning, Software Agent
	Assoc. Prof. Dr. Thinagaran Perumal  thinagaran@upm.edu.my	Internet of Things, Embedded Systems
	Dr. Noridayu Manshor ayu@upm.edu.my	Image Processing, Image Classification, Pattern Recognition
	Dr. Azree Shahrel Ahmad Nazri azree@upm.edu.my	Artificial Intelligence, Advanced Deep Learning, General Artificial Intelligence, Bioinformatics, System Biology
	Dr. Khairul Azhar Kasmiran k_azhar@upm.edu.my	Big Data, Text Mining
	Dr. Nor Azura Husin n_azura@upm.edu.my	Intelligent Computing, Outbreak Detection, Prediction model
	Dr. Erzam Marlisah erzam@upm.edu.my	Bioinformatics
	Dr. Alfian Abdul Halin alfian@upm.edu.my	Multimedia Computing, Video Information Retrieval
	Dr. E. Maslina Zolkepli masz@upm.edu.my	Fuzzy Systems, Big Data, Deep Learning
	Ts. Dr. Raihani Mohamed raihanimohamed@upm.edu.my	Intelligent Systems, Big Data Analytics
	Gs. Dr. Syaifulnizam Abd Manaf syaifulnizam@upm.edu.my	Data Science, Data Mining, Big Data Analytics, Remote Sensing, GIS

Updated:: 18/12/2024 [hafizrahim]