CAIT FTSM

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RESEARCH OFFICE

Level 2, Blok H
Fakulti Teknologi dan Sains Maklumat
Universiti Kebangsaan Malaysia
43600 UKM, Bangi Selangor, MALAYSIA

Tel : +6 03 8921 6089 / 6090 / 6177
Fax : +6 03 89216094 / 89256732

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Info

Data Mining Optimization (DMO)


About Us

The Data Mining & Optimization Laboratory (DMO) conducts research and development (R&D) to solve complex business and scientific problems using AI-based algorithms, machine learning, operational research (OR) and the application of advanced analytical methods to improve decision-making. The DMO laboratory was established in April 2007 by Prof. Emeritus Dr Abdul Razak Hamdan. Our objective at the DMO Laboratory is to construct a research system that comprehensively and seamlessly links several types of analytics, significantly predictive and prescriptive analytics. DMO Lab aims to create a world-class research hub for data mining and optimization applications to apply the system to solve real-world problems by combining optimization and machine learning techniques that meet decision-maker and business goals.

Location : H-2-Level 2

Members


Head of Lab DMO
Dr. Kerk Yi Wen
Members
● Prof. Dr. Azuraliza Binti Abu Bakar
● Prof. Dr. Masri Ayob
● Prof. Dr. Salwani Abdullah
● Prof. Madya Dr. Zulaiha Binti Ali Othman
● Prof. Madya Dr. Zalinda Othman
● Prof. Madya Dr. Suhaila Zainudin
● Prof. Madya Dr. Mohd Zakree Ahmad Nazri
● Ts. Dr. Nor Samsiah Sani
● Dr. Hafiz Mohd Sarim
Associate Members
● Prof. Madya Dr. Mohd Ridzwan Yaakub (SA Lab, CAIT)

RESEARCH FOCUS AND OUTPUT

Data mining and optimization:

  • The application of techniques used in computer science, mathematics, and artificial intelligence to improve the process of knowledge discovery in data mining, e.g., classification, association rule mining, clustering, and deviation detection.
  • Artificial intelligence-based algorithms for addressing optimization issues, feature selection, and pattern validation in big data.
  • Nature-inspired computing methods to solve data mining tasks.
  • Applications – disease outbreak detection, climate change informatics, text mining in finance and health informatics.

INDUSTRY/UNIVERSITY COLLABORATORS

● Pejabat Kesihatan Daerah Hulu Langat
● Institut Jantung Negara
● Hospital Canselor Tuanku Muhriz
● MAMPU
● Universiti of Teknologi Malaysia
● Pusat Penyelidikan Angkasa UKM
● PETRONAS
● TELEKOM
● Kementerian Pendidikan Malaysia
● Lembaga Hasil Dalam Negeri Malaysia
● Jabatan Pendaftaran Negara
● Malaysia Digital Economy Corporation
● North Corridor Implementation Authority (NCIA)
● Polis Diraja Malaysia
● Kuala Lumpur City Hall
● My Crib Resources

SUB-FIELDS

● Big Data
● Data Analytic
● Decision Making
● Machine Learning
● Data Mining
● Computational Intelligence
● Combinatorial Optimization
● Evolutionary Algorithm
● Heuristic
● Operational Research
● Optimization
● Swam Intelligence

IP/RESOURCES/PROTOTYPES/ PRODUCT

● Protifier ™
● RoughAgent ™
● DfinD-Deviation detection financial system
● Mynda (Trademark), IP, CP
● KidDeMute, CP

SHORT COURSES

● Fuzzy Logic, Parts 1 & 2
● Predictive Analytics with Python (for beginners)
● Data Analytic for Social Science Research
Note: Short courses only available upon requests (for 7 Pax and above) with minimal fee imposed.

Disclaimer

Fakulti Teknologi dan Sains Maklumat, UKM is not liable for any loss or damage caused by the usage of any information obtained from this web site.

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FAQ

Q. Where is the location of the Dean's Office FTSM?

FTSM Dean's Office is located at Level 1, Block G, FTSM. For location FTSM click here

Q. What FTSM administrative office opening hours?

Administrative office open weekdays from 8 am until 5 pm

Q. How do I know my admission application status as postgraduate students (Masters and PhD)?

Application status can be checked in the School of Graduate Studies. For more information click here

Q. What are the courses offered by FTSM?

Now, FTSM UKM offers various kinds of courses for Undergraduates, Graduates and Doctor of Philosophy. For more information click here

Q. Who can be contacted if I wish to deal with the FTSM?

Dean's Office (Pejabat Dekan) FTSM
Universiti Kebangsaan Malaysia
43600 UKM, Bangi, Selangor Darul Ehsan

Tel : +6 03 8921 6141 / 6172
Fax : +6 03 8925 6732

Center for Artificial Intelligence Technology,
Block H,
Faculty of Information Science & Technology,
Universiti Kebangsaan Malaysia, 43600 UKM, Bangi Selangor, MALAYSIA

Research Center Office : +6 03- 8921 6086/6082
Fax : +6 03 - 8925 6732

    Admission Master of Data Science (Master Program by Module):
    Tel: +6 03 - 8921 6176
    Email: sarjanakhas.ftsm@ukm.edu.my


    Copyright © 2022 FTSM,
    Universiti Kebangsaan Malaysia
    Last Update: May 2022

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