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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
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RESEARCH AREA
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Research List
Project Name |
Grants |
Awardedby : |
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 |
Artificial Intelligence
Computational Intelligence
Publications
2017
- 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
- 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
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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.
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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.
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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
- 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
- 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)
- 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)
- 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)
- 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
- 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.
- 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.
- 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.
- S. Ardiansyah, M.A.Majid, International Conference on Computational Science and Information System, 3-5 December, Indonesia, 2012
- A. Affendi, M.A.Majid, International Conference on Computational Science and Information System, 3-5 December, Indonesia, 2012
- 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
- 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
- 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.
- Reza Arfa, Suryanti Awang, Rubiyah Yusof. 2011. Fusion of Eigenface and Fisherface for Face Verification. 2011. Letter of Innovative Computing, Information and Control.
- 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.
- 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
- 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)
- 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)
- 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.
- 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.
- 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.
- 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
- 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
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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 | |
1. Development of new fuzzy classification systems for the condition monitoring of electrical hotspots based on infrared thermography |