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ABOUT US

Faculty of Computing. Soft Computing & Intelligent Systems Research Group (SPINT) is a research group that focuses on Intelligent System, Decision Support System, Data Mining, Computational Linguistic, Machine Learning, Robotics, Forecasting, Modelling & Simulation, Bioinformatics, Optimization and Soft Computing.

We provide high quality research and consultation in the area of soft computing & intelligent system inline with the need of ICT industries as well as the area of chemical engineering, biotechnology, automotive, manufacturing etc.

GROUP MISSION
  • To enhance the state of the art soft computing techniques.

  • To develop intelligent solutions for research in chemical engineering, biotechnology, automotive,
    manufacturing through soft computing.

  • To integrate intelligent solutions to industries, government and private sector.

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RESEARCH AREA
  • Internet of Things (IoT)

  • Big Data Analytics

  • Feature Selection& Classification

  • Scheduling

  • Pattern Recognition

  • Computer Vision

  • Bioinformatics

  • Natural Language Processing

  • Interactive Mobile Applications

  • Modelling and Simulation

  • Intelligent Control

Research List

Project Name
Grants
Awarded
by :
Amount
Duration
Status

Hybrid Neural Networks and Decision Trees for

Exchange Rates Prediction

UMP Short Term Grant

UMP

19,000

2012-2014

In Progress

Watermark Embedded and Image Authenticator

(WEIA) for Android devices

UMP Short Term Grant

UMP

14, 020

2012-2014

In Progress

Development Of Virtual Walkthrough

Environment for UMP Campus: Implementation using

emergent technology of WebGL

UMP Short Term Grant

UMP

27,000

2012-2014

In Progress

Development of Dynamic Modeling Simulator Based on Kinetic Model of

Escherichia Coli Central Carbon Metabolism

UMP Short Term Grant

UMP

90000

Dec 2012 - Dec 2014

In Progress

A New Design of an Artifact-Attribute Social research Networking Eco-System for Malaysian Greater Research Network (MyGRANTS)

Special Grant

KPT

3,000,000.00

2012-2014

In Progress

Development Of Intelligent Machine Learning Method For Web Page Language Identification

UMP Short Term Grant

UMP

16,700

1 Jun 2012 - 31 May 2013

In Progress

Ensemble Mobile Platform & Security Tools for Innovation Digital Economy Environment

LRGS

LRGS-KPT

192, 480

2011-2014

In Progress

An Exploration on the Genetic DNA Sequence Design Scheme

to Solve Engineering Application Problem

Exploratory Research Grant Scheme

KPT

86,000

Aug 1, 2011 - July 31, 2013

In Progress

Global Best Local Neighborhood in PSO

FRGS

KPT

52000

2011-2013

In Progress

A Study on Human Tracking Application (RDU100350)

UMP Short Term Grant

UMP

24,000.00

2010-2011

Complete

Development for Web-Based Simulation: Case Study in Manufacturing Application

UMP Short Term Grant

UMP

40,000

2008-2010

Complete

Development of Visitor Information Management Systems(VIMS)

UMP Short Term Grant

UMP

20000

2007-2008

Complete

Asset Location Detection using GIS

UMP Short Term Grant

UMP

20000

2007-2008

Complete

Defect Inspection System on Textile Web

UMP Short Term Grant

UMP

20000

2005-2006

Complete

Car Entering System Using Car Plat Recognition

UMP Short Term Grant

UMP

23,000

2006 - 2008

Complete

Finger Print for Password Security

UMP Short Term Grant

UMP

25,000

2006-2008

Complete

A Study on Wood Species Recognition for Malaysian Timber

UMP Short Term Grant

UMP

20000

 

Complete

Using Constraint based technique in KUKTEM Timetabling

UMP Short Term Grant

UMP

23000

2006-2007

Complete

Gaharu Grade Classification Using Image Processing Technique

UMP Short Term Grant

UMP

20,000

2006-2007

Complete

3D Human Movement (Walking) Modeling Using Neural Network, UMP

UMP Short Term Grant

UMP

20,000

2004 - 2006

Complete

Development for Web-Based Simulation: Case Study in

Manufacturing Application

UMP Short Term Grant

UMP

40,000

2004

Complete

Modeling and Simulation for Quick Steam Food Processing In Vending Machine

UMP Short Term Grant

UMP

0

2007

Complete

Design an Agent Algorithm to Find the Optimum Population and Generation Size in Genetic Algorithm (GAs)

FRGS

KPT

32,000

April 2010 - April 2012

Complete

Tomato Maturity Estimator

UMP Short Term Grant

UMP

32,500

2009-2010

Complete

Mobile Recording System for Dengue Health Inspector

UMP Short Term Grant

UMP

4,470

2008-2009

Complete

Simulation of Inventory System

UMP Short Term Grant

UMP

10,000

 

Complete

Development for Web-based Simulation: Case Study in Manufacturing Application

UMP Short Term Grant

UMP

51,000

 

Complete

Group Leader

ferda   Ts. Dr. Ferda Ernawan
Email: ferda@ump.edu.my
     
Faculty of Computing has 19 registered members
 
 
mnizam
Associate Professor
09-5492108
Heuristics and metaheuristics, Hybrid algorithm, Timetabling, Scheduling, Transportation logistics optimization
rohani
Associate Professor
09-5492109
Optimization, Soft Computing, Search Based Software Engineering
sahli
Lecturer
09-5492158
Artificial Neural Network, Intelligence Computing
suryanti
Senior Lecturer
09-5492120
Pattern Recognition, Soft Computing, Machine Learning
Artificial Intelligence
Computational Intelligence
zalili
Senior Lecturer
09-5492151
Object Tracking, Image Analysis, Optimization (Searching) and Prediction.
tuty
Lecturer
09-5492123
Modelling and Simulation, Computational Biology, Optimization
nhuzaimi
Lecturer
09-5492128
Natural Language Processing, Information Retrieval, Data and Network Security, Decision Support System
noorlin
Senior Lecturer
+609-5492133
Computational Modelling, Computational Systems Biology, Soft Computing
ferda
Senior Lecturer
09-5493286
Soft Computing, Signal and Image Processing, Pattern Recognition
junaida
Senior lecturer
09-5492180
Data Mining, Time Series Forecasting, Soft Computing, Machine learning, Artificial Neural Network
syafiq29
Lecturer
09-5492350
Robotics, Intelligent Control, Soft Computing and Machine Learning
zuriani
Lecturer
09-5492259
Computational Intelligence, Machine Learning, Optimization and Time Series Predictive Analysis
bariahyusob
Senior Lecturer
09-5492159
Computational Intelligence, Machine Learning, Soft Computing
arfian
Senior Lecturer
09-5492124
Computational Intelligence, Computational Systems Biology, Machine Learning, Soft Computing, Optimization method
kohbalan
Deputy Director (ICT Center), Senior Lecturer (FSKKP)
(09) 424 (6403) / (09) 549 (2112)
Cancer Informatics, Machine Learning, Computational Biology, Feature Selection & Classification, Internet of Things, Artificial Intelligence
zamriosman
Lecturer
09 - 5942351
Machine Learning, Image Processing & Pattern Recognition
saradatulakmar
Senior Lecturer
09-5492145
Biomedical Imaging, Image Processing, Wireless Sensor Network, NeuroImaging and Cognitive Neuroscience, Machine Learning
azwan
09-5492475
Natural Language Processing, Computer Linguistic, Text Processing, Semantic Network
hafizhassin
Lecturer
-
Data Mining, Case-Based Reasoning, Software Engineering

Publications

2017

  1. Fakharudin, A. S., Sulaiman, M. N., & Mustapha, N. (2017). Modelling of biogas production from banana stem waste with neural networks learning strategies to optimse the production. Journal of Theoretical and Applied Information Technology, 95(2), 285-291.

2016

  1. Mohd Noor, Noorhuzaimi and Sulaiman, Junaida and Noah, Shahrul Azman. Malay Name Entity Recognition Using Limited Resources. Journal of Advanced Science Letters. Vol. 22, No. 10, pp. 2968-2971, 2016.

2015

  1. Ismail M. A., Deris S., Mohamad M. S. and Abdullah A. (2015). “A Newton Cooperative Genetic Algorithm Method for In Silico Optimization of Metabolic Pathway Production”. Plos One. Vol 10. No. 5, ID e0126199.

  2. Ismail M. A., Deris S., Mohamad M. S et al. (2015). “A Hybrid of Optimization Method for Multi-Objective Constraint Optimization of Biochemical System Production”. Journal of Theoretical and Applied Information Technology. Vol 81. No. 3, pp 502-513.

  3. Ismail M. A., Deris S., Mohamad M. S. and Abdullah A. (2015). “An Improved Method of Newton Method, Genetic Algorithm and Cooperative Coevolutionary Algorithm for Optimization of Metabolic Pathway Production”. International Journal of Innovative Computing. Vol 5. No. 1, pp 17-21.

2014

  1. Ismail M. A., Deris S., Mohamad M. S. and Abdullah A. (2014). “A Hybrid of Newton Method and Genetic Algorithm for Constrained Optimization method of the Production of Metabolic Pathway”. Life Science Journal. Vol 11. No. 9s, pp 409-414.

2013

  1. Kahar M N M and Kendall G. Universiti Malaysia Pahang Examination Timetabling Problem: Scheduling Invigilators. Accepted and awaiting publication for the Journal of the Operational Research Society, JORS (impact factor: 0.971)
  2. Kahar M N M and Kendall G. A Great Deluge Algorithm for a Real World Examination Timetabling Problem. Accepted and awaiting publication for the Journal of the Operational Research Society, JORS (impact factor: 0.971)
  3. Sutarman, Mazlina Abdul Majid, Jasni Mohamad Zain, (2013), Vision-Based Sign Language Recognition Systems: A Review: Journal of Computer Science, Vol. xxx,pp. xxx (Waiting to be accepted)
  4. M.A.Majid, N.R. Badoran, N. Samat, Education Software : Play Fun and Learn, International Visual Informatics Conference (IVIC), November 13-15,2013. (waiting to be accepted)

2012

  1. A. K. Masitry, M.A.Majid, T.Herawan, A Design of Educational Multimedia Software for Disability: A Case Study of Deaf People, The International Conference on Modeling and Simulation 2012 (MAS 2012) November 28-30, 2012 ,Jeju, Korea.
  2. S.Ardiansyah, M.A.Majid. Foreign Exchange Forecasting By Using Artificial Neural Networks: A Survey. Proceedings of National Postgraduate Conference (NCOR-PG), 8-9 September, UMP, Pahang. 2012.
  3. A. Affendi, M.A.Majid. Webpage Text Legibility Assessment Trough Optical Character Recognition, Proceedings of National Postgraduate Conference (NCOR-PG), 8-9 September,UMP, Pahang. 2012.
  4. S. Ardiansyah, M.A.Majid, International Conference on Computational Science and Information System, 3-5 December, Indonesia, 2012
  5. A. Affendi, M.A.Majid, International Conference on Computational Science and Information System, 3-5 December, Indonesia, 2012
  6. Faisal Nadeem Saher, M A Nasly, Tuty Asmawaty Abdul Kadir, Giacomo Teruggi, Mohammed Amjed Hossain, Environmental Degradation in Malaysia's Pahang River Basin and its Relation with River Pollution : Strategic Plan from Assessment to Mitigation using Geo-Informatics, International Conference on Energy Environment and Sustainable Development, Jamshoro, Pakistan, 27-29 February 2012.

2011

  1. Zalili Binti Musa, Rohani Binti Abu Bakar and Junzo Watada, A Mobile Camera Tracking System Using GbLN-PSO with an Adaptive Window, Computational Intelligence, Third International Conference on Modelling and Simulation (CIMSiM), Langkawi Island, Malaysia, 20-22 Sept. 2011, pp. 259 - 264, 2011
  2. Suryanti Awang, Rubiyah Yusof, Reza Arfa. 2011. Multimodal Biometrics System Feature Level Fusion of Physical and Behavioral Biometric to improve identity recognition. Letter of Innovative Computing, Information and Control.
  3. Reza Arfa, Suryanti Awang, Rubiyah Yusof. 2011. Fusion of Eigenface and Fisherface for Face Verification. 2011. Letter of Innovative Computing, Information and Control.
  4. Suryanti Awang, Rubiyah Yusof. 2011. Fusion of Face and Signature at the Feature Level by Using Correlation Pattern Recognition. Journal of World Academy of Science, Engineering and Technology.
  5. Bakar, R.B.A, and Watada,J.,  Empirical Robustness  Evaluation of DNA-based Clustering Methods. International Journal of Intelligent Computing of Medical Sciences and Image Processing (IC-MED), Volume 4, Issue 1, 2011.

2010

  1. Kahar M N M and Kendall G (2010). The examination timetabling problem at Universiti Malaysia Pahang: Comparison of a constructive heuristic with an existing software solution, European Journal of Operational Research, 207 (2): pp 557-565, DOI: 10.1016/j.ejor.2010.04.011. (impact factor: 1.815)
  2. Zalili Binti Musa and Junzo Watada, A Particle Filter Approach for Multi-Camera Tracking Systems in a Large View Space, International Journal of Innovation, Computing, Information and Control (IJICIC),Vol. 6, No. 6, 2010, (SCI Impact Factor : 2.837)
  3. Abdullah Embong, Awanis Romli, Junaida Sulaiman, Noor Yati Talib, Noorhuzaimi @Karimah Mohd Noor, Noorlin Mohd Ali, Nor Amizam Juzoh, Roslina Abdul Hamid, Ruzaini Abdullah Arsyad, Suryanti Awang � Database Systems�, Penerbit UMP, 2010.
  4. M.A.Majid, P.-O. Siebers and U.Aickelin. Modelling Reactive and Proactive Behaviour in Simulation. Proceedings of Operational Research Society 5th Simulation Workshop (SW10), Worcestershire, England. 2010. 23-31.
  5. Tuty Asmawaty Abdul Kadir, Ahmad A Mannan, Andrzej M Kierzek, Johnjoe McFadden, Kazuyuki Shimizu. Modeling and simulation of the main metabolism in Escherichia coli and its several single-gene knockout mutants with experimental verification. Microbial Cell Factories 2010, 9:88.
  6. Tuty Asmawaty Abdul Kadir and Kazuyuki Shimizu. Modeling and simulation of the main metabolism of Escherichia coli and its several genes knockout mutants. The 2010 Annual Conference of the Japanese Society for Bioinformatics (JSBi2010), Kyushu, Japan. December 13-15, 2010.

2009

  1. Tuty Asmawaty, A.K., Shimizu, K. Modeling of the Main Metabolism in Escherichia coli and Ruled-based Dynamic Simulation of the Batch Culture. In proceeding of: Complex, Intelligent and Software Intensive Systems, 2009. (CISIS 2009). DOI: 10.1109/CISIS.2009.176
  2. Tuty Asmawaty, A.K., Shimizu, K. Dynamic modeling of the main metabolism of Escherichia coli for the specific gene knockouts in batch and continuous culture. Asia Pacific Biochemical Engineering Conference (ApBioChec 2009). Kobe, Japan, 24-28 November 2009.
  3. M.A.Majid, U.Aickelin and P.-O.Siebers. Investigating Output Accuracy for a Discrete Event Simulation Model and an Agent Based Simulation Model. Proceedings of the INFORMS Simulation Society Research Workshop, Warwick, UK. 2009. 101-105.
  4. M.A.Majid, U.Aickelin and P.-O.Siebers. Comparing Simulation Output Accuracy of Discrete Event and Agent Based Models: A Quantitative Approach. Proceedings of the Summer Computer Simulation Conference (SCSC 2009), Istanbul, Turkey. 2009. 177-184.
  5. Bakar, R.B.A and Watada,J. , Evidential Reasoning Based on� DNA Computation, The 13th International Conference on Knowledge Based and Intelligent Information & Engineering Systems (KES), Santiago, Chile, Sep. 28-30, 2009,� Lecture Notes in Artificial Intelligence 5712 (2009), Springer,� pp. 212-219, 2009.
  6. Bakar, R.B.A and Watada.J, �Computational Cluster Validation in DNA Based Computation,� The 6th IEEE International Symposium on Intelligent Signal Processing (WISP 2009), Budapest, Hungary, August. 26-28, 2009, IEEE Computer Society, pp. 187 � 192, 2009.
  7. Muhammad Furqan, Abdullah Embong, Suryanti Awang, Santi W.Purnami, Sajadin Sembiring. 2009. Smooth Support Vector Machine For Face Recognition Using Principal Component Analysis. Journal of Green Engineering.
  8. Suryanti Awang, Mohamad Fairol, Marzuki Khalid, Rubiyah Yusof. 2009. Generating University Timetable by using the Combination of Heuristic and Random Selection, Proceeding of The 2nd IEEE International Conference on Computer Science and Information Technology, Beijing, China.
  9. W. M. Syahrir, Suryanti Awang. 2009. Color Grading in Tomato Maturity Estimator using Image Processing Technique, Proceeding of The 2nd IEEE International Conference on Computer Science and Information Technology, Beijing, China.
  10. Zalili Binti Musa and Junzo Watada, Multi-Camera Tracking System In a Large Area Case, IEEE, International Conference on Fuzzy Systems (FUZZ-IEEE 2009), Jeju, Korea, August. 20-24, pp. 1959-1964, 2009.
  11. Zalili Binti Musa, Junzo Watada, Sun Yan, and Haochen Ding , Dynamic Tracking System through PSO and Parzen Particle Filter, The 13th International Conference on Knowledge Based and Intelligent Information & Engineering Systems (KES), Santiago, Chile, Sep. 28-30, 2009, Lecture Notes in Artificial Intelligence 5712 (2009), Springer, pp. 220-227, 2009.

Activities

No
Presenter
Title
Date
1 Hafiz Hassin TBA June
2 Wan Muhammad Syahrir Wan Husin TBA July
3 Rohani Abu Bakar DNA computation in solving combinatorial optimization problem August
4 Zalili Musa Particle swamp optimization September
5 Noorhuzaimi@Karimah Mohd Noor TBA October
6 Mohd Nizam Mohamad Kahar The effect of UMP Open Registration (OR) in examination timetabling problem. November
7 Suryanti Awang Multimodal biometric technology December
8 Tuty Asmawaty Abd Kadir Dynamic model of E-coli February
 
PROJECT
Name
Project Title
Dr. Mohd Arfian bin Ismail 1. Solving nonlinear equations system using optimization method
2. Fuzzy modeling using optimization method
3. Formal modeling and optimization of drug discovery algorithms
Dr. Junaida Sulaiman 1. Time series forecasting using statistical and machine learning methods
2. Merging multiple data using soft computing techniques.
3. Transfer function technique in time series forecasting.
Dr. Zuriani Mustaffa 1. Flood forecasting/water level forecasting using computational intelligence technique 
2. Load forecasting using computational intelligence technique 
Dr. Suryanti Awang 1. Dynamic Signature Recognition using Deep Learning Method
2. Malaysian Vehicle Type Recognition using Deep Learning Method
3. Extraction of Significant Unsupervised Data in Big Data Problem using Deep Learning Method
4. Multimodal Biometric Recognition
5. Wood Species Recognition using Deep Learning Method
Dr. Syafiq Fauzi Kamarulzaman 1. Development of Network Sensors for Real-time River Level Monitoring
2. Development of Nationwide Driving Simulator by Google Street View
3. Development of Automated Take-Over System for On-Road Vehicle Skid Control through Fuzzy Prediction
4. Development of Master-Slaves Communication Mechanics for Human Robot Interaction.
Dr. Ferda Ernawan A New Psycho Visual Masking Model For Robust Image Watermarking

Dr. Noorhuzaimi@

Karimah

1. Anafora Resolusi Kata Ganti Nya: Penentuan calon anteseden dan anafor..
2. Name Entity Extraction and Classification for complex Proper Nouns and common Nouns
3. A framework Skin Care Routine Decision Support System
4. A framework Visitor Information Management System
5. A framework of Short Questions classification into Bloom Taxonomy level by using Semantic Role
Dr. Kohbalan Moorthy 1. Gene Regulatory Network Inference based on Integrative Random Forest
2. An Enhanced Multiple Support Vector Machine for Gene Selection and Cancer Classification of Microarray Data
3. Improved Random Forest with Multiple Support Vector Machine for Gene Selection and Cancer Classification of Microarray Data

Dr. Md Manjur Ahmed

1. Development of new fuzzy classification systems for the condition monitoring of electrical hotspots based on infrared thermography

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— Contact

Faculty of Computing
Universiti Malaysia Pahang
Al-Sultan Abdullah
26600 Pekan, Pahang

+609 431 5011 (General Line)
+609 431 5071 (Academic Line)
fk@umpsa.edu.my