Sunday, April 24, 2011

Intelligent Computing Group Research Areas

The Intelligent Computing Group bases at the Faculty of Computer Science and Information Technology, University Putra Malaysia, Malaysia.

We aim to establish new techniques that can intelligently transform massive data into useful information and knowledge. Our research is themed by 5 main areas namely data mining, intelligent agent, computational linguistics/semantic, evolutionary computing and bioinformatics.

Our work on Data Mining focuses on- classification and association rule mining
- knowledge reduction models for data classification
- discovering strong association among data
- searching frequent patterns.
For Intelligent Agents, we narrow down to social agents, which is one of the main characteristics of intelligent agents. We focus on:
- building learnable conversational agents via corpus-based methods.
- dialogue act recognition to response generation.
- open-domain, portable architecture that can cover variety of business background
In evolutionary computing and optimization, finding a better algorithm for solving various combinatorial problem is our main concern. We are focusing on improving meta-heuristic techniques in solving university timetabling and agricultural problems involving optimization in planting areas and crop systems.
The semantic and natural language processing unit in this group believes that this area is going to be a key role in advance computing. We are dealing with the semantic knowledge representation of texts and focus on transforming the learned rules into a model reusable by computer programs. This will enable automation and enable seamless interoperation between systems, whereby human intervention is kept at a minimum. The technology roadmap we cover include ontology languages, flexible storage and querying facilities, reasoning engines and pattern recognition.
Our work in Bioinformatics deals with
- genome annotation and protein docking for drug discoveries
- genes alteration by genes identification, DNA transfer, and other features so we can make initial assignment of function to those genes.
- scalability software system for dynamic changing biological environment requirement.
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DR. TEH NORANIS BINTI MOHD ARIS Publications



                                 DR. TEH NORANIS BINTI MOHD ARIS Publications List

Journals:
 
1.      Teh Noranis Mohd Aris, Md Jan Nordin & Shahrin Azuan Nazeer. 2007. Implementation of a Web-Based Semantic Simulator for Computer Program Understanding, Malaysian Journal of Educational Technology 7(1): 25-33.

2.      Teh Noranis Mohd Aris & Shahrin Azuan Nazeer. 2010. A Model of a Mathematics Editor Using Intelligent Agent Technology, Procedia Social & Behavioral Sciences 8(C): 588-593.

3.      Teh Noranis Mohd Aris & Shahrin Azuan Nazeer. 2010. Face Authentication System Based on FDA and ANN, International Journal of Electrical and Computer Sciences 10(6): 60-67.


Books:

1.      Teh Noranis Mohd Aris & Sazlinah Hasan. 2003.   Pengaturcaraan Java: Satu Pengenalan. Pearson Malaysia Sdn. Bhd.

2.      Aida Mustapha, Teh Noranis Mohd Aris & Sazlinah Hasan. 2009.   Java Fundamentals. Pearson Malaysia Sdn. Bhd.

 Proceedings:
  1. Teh Noranis Mohd Aris & Md Jan Nordin. 2004. Conceptual Model of a Web Based Integrated Program Development Environment with UML. INFORMATICS & RWICT 2004 International Conference, Universiti Malaya, 1: 295-305.

  1. Teh Noranis Mohd Aris & Md Jan Nordin. 2004. Modeling a Web Based Smart C Program Editor with UML. CoGramm’04 National Conference on Computer Graphics and Multimedia, Universiti Teknologi Malaysia, pp. 225-229.

  1. Teh Noranis Mohd Aris & Md Jan Nordin. 2004. Model of a Web Based Integrated Program Development Environment with UML. Seminar Siswazah FTSM, Universiti Kebangsaan Malaysia, pp. 132-137.





  1. Teh Noranis Mohd Aris, Md Jan Nordin & Shahrin Azuan Nazeer. 2005. A Learning Model for an Intelligent Programming Editor. Simposium Kebangsaan Sains Matematik ke XIII, Universiti Utara Malaysia, 2: 893 – 898.

  1. Teh Noranis Mohd Aris, Md Jan Nordin & Shahrin Azuan Nazeer. 2005. System Architecture of a Web-Based Programming Editor. Proceedings of the International Conference on Robotics, Vision, Information and Signal Processing, Universiti Sains Malaysia, pp. 834 – 837.

  1. Teh Noranis Mohd Aris & Md Jan Nordin. An Intelligent Web-Based Integrated C Programming Development Environment for Novice Programmers. Seminar Siswazah FTSM, Universiti Kebangsaan Malaysia, CD-ROM.

  1. Teh Noranis Mohd Aris, Md Jan Nordin & Mahmud Abd Rahman. 2005. Design of a Web-Based Smart Editor for the Learning of Computer Programming. Konvensyen Teknologi Pendidikan ke-18: Inovasi Teknologi Instruksional dalam Pengajaran dan Pembelajaran, pp. 578 – 583.

  1. Teh Noranis Mohd Aris, Md Jan Nordin & Shahrin Azuan Nazeer. 2005. Design of Agents for a Web-Based Intelligent Programming Editor. Malaysian First Software Engineering Conference 2005 (MySec’05) Universiti Sains Malaysia, pp. 6 – 11.

  1. Teh Noranis Mohd Aris, Md Jan Nordin & Mahmud Abd Rahman. 2005. Design of a Web-Based Smart Editor for the Learning of Computer Programming, Malaysian Journal of Educational Technology 5(2): 59-66.

  1. Teh Noranis Mohd Aris, Md Jan Nordin & Shahrin Azuan Nazeer. 2006. Semantic Generator of an Automated Web-Based C Program Simulation. Computer Science & Mathematics Symposium, CSMS 2006, Kolej Universiti Sains dan Teknologi Malaysia (KUSTEM).




  1. Teh Noranis Mohd Aris & Md Jan Nordin. 2006. Procedure Constructing a Web-Based Simulator for Program Understanding, Technical Report FTSM/Disember 2006/LT 16, Universiti Kebangsaan Malaysia.

  1. Teh Noranis Mohd Aris & Md Jan Nordin 2007. Implementation of a Web-Based Program Understanding System. Post Graduate Seminar, FTSM, Universiti Kebangsaan Malaysia.

  1. Teh Noranis Mohd Aris & Md Jan Nordin 2007. A Web-Based Program Understanding System for Teaching and Learning Programming. International Conference on Robotics, Vision, Information, and Signal Processing, Universiti Sains Malaysia, CD-ROM.

  1. Teh Noranis Mohd Aris & Md Jan Nordin 2007. Implementation of a Web-Based Program Understanding System. Persidangan Kebangsaan Sains Pengaturcaraan 2007 (ATUR’07), Universiti Kebangsaan Malaysia, pp. 174-179.

  1. Teh Noranis Mohd Aris & Md Jan Nordin 2007. Modules and Testing of a Web-Based Program Understanding System, Technical Report FTSM/Disember 2007/LT 07, Universiti Kebangsaan Malaysia.

  1. Teh Noranis Mohd Aris, Abdul Azim Abd. Ghani & Nooraini Hamidon. 2009. Conceptual Model of Intelligent Agents in a Programming Environment. Proceedings of International Conference on Software Engineering & Computer Systems (ICSECS’09), pp. 165-169.

  1. Teh Noranis Mohd Aris, Abdul Azim Abd. Ghani & Nooraini Hamidon. 2009. Integrating Agent Technology in a Program Development Environment. International Conference on Robotics, Vision, Signal Processing & Power Applications (RoViSP’09), CD-ROM.
  2. Teh Noranis Mohd Aris. 2010. An Intelligent Agent Software Model Using Hybrid Learning Algorithm. Proceedings of the 3 rd. International Conference on Science and Technology: Applications in Industry and Education, CD-ROM.













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Saturday, April 23, 2011

Dr. RABIAH ABDUL KADIR Publications

                                                    Dr. RABIAH ABDUL KADIR Publications List


Journals:

1.        Rabiah A. K., Sembok, T. M. T., & Halimah B. Z. Improvement of Document Understanding Ability through the Notion of Answer Literal Expansion in Logical-Linguistic Approach. Journal WSEAS Transaction on Information Science and Applications, 6(6): 966-975, 2009
2.        ChukFong Ho, Masrah Azrifah Azmi Murad, Rabiah Abdul Kadir, & Shyamala C.Doraisamy, A Refined Nethodology for Paraphrase Acquisition. MASAUM Journal of Reviews and Surveys, 1(2): 163-169, Oct 2009. 
3.      Rabiah A. K., T. M. T. Sembok, & Halimah B. Z. Computing Key-word Answer to Hypothetical Queries in the Presence of Skolem Clauses Binding. Journal WSEAS Transaction on Computer, 6(3): 514-521, 2007

Chapter In Book:
·      Rabiah A. K., T. M. T. Sembok, & Halimah B. Z. Generating 3D Visual Expression using Semantic Simplification Description based on Logical Representation. In Proceedings of 1st International Visual Informatics Conference 2009 (IVIC’09), November 11-13, Selangor, Malaysia, pp. 58-65, 2009

Proceedings:

1.        Rabiah A. K., T. M. T. Sembok, & Halimah B. Z. Broadened Answer Extraction of QA System Capability using Expanded Notion of Logical-linguistic Approach. In Proceedings of International Conference on Computational and Information Science, April 30 – May 2, Houston, USA, pp. 350-356, 2009
2.        Rabiah, A.K. Towards Precise Answer Extraction in Question Answering System using Fuzzy Logic. In Proceedings of International Conference on Software Engineering and Computer Systems 2009 (ICSECS’09), October 19-21, Pahang, Malaysia, pp.83 – 87, 2009
3.        Rabiah A. K., T. M. T. Sembok, & Halimah B. Z. Utilization of External Knowledge to Support Answer Extraction from Restricted Document Using Logical Reasoning. In Proceedings of International Symposium on Information Technology 2008 (ITSim’08), August 26-28, KLCC, Malaysia, pp.1121 – 1128, 2008
4.        Rabiah A. K., T. M. T. Sembok, & Halimah B. Z. Intelligent Information Extraction using Logical Approach: Skolemize Clauses Binding. In Proceedings of Knowledge Management International Conference 2008 (KMICe 2008), June 10-12, Langkawi, Malaysia, pp. 251 – 256, 2008
5.        Alireza Mansouri, Lilly Suriani Affendey, Ali Mamat, & Rabiah Abdul Kadir. Semantically Factoid Question Answering using Fuzzy SVM Named Entity Recognition. In Proceedings of International Symposium on Information Technology 2008 (ITSim’08), August 26-28, KLCC, Malaysia, pp.1014 – 1020, 2008
6.        Rabiah A. K., T. M. T. Sembok, & Halimah B. Z. Towards Skolemize Clauses Binding for Reasoning in Inference Engine. In Proceedings IEEE-CS of 5th International Conferences on Computational Sciences and Applications, August 26-29, Malaysia, pp. 273-279, 2007
7.        Rabiah A. K., T. M. T. Sembok, & Halimah B. Z. PragSC as a Text Passage Representation Language for Relevant Answer Extraction. Proceedings of International Conference on Electrical Engineering and Informatics, June 17-29, Bandung, Indonesia, pp. 439-442, 2007
8.        Rabiah A. K., T. M. T. Sembok, & Halimah B. Z. Question Answering for Reading Comprehension using Logical Inference Model. Seminar Siswazah Kumpulan Teknologi Multimedia Lanjutan FTSM, UKM 2007, August 28, Palm Garden Hotel, Putrajaya, 2007
9.        Rabiah A. K., T. M. T. Sembok, & Halimah B. Z. Binding Skolem Clauses in Theorem Prover Resolution for Automated Hypothetical Question Answering. The 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetic (CIMMACS '06), November 20-22, Venice, Italy, pp. 539-607, 2006
10.     Rabiah Abdul Kadir, Tengku Mohd. Tengku Sembok, & Halimah Badioze Zaman. Simplification of Logical-Oriented Model for Reading Comprehension Tasks Resolution. Proceedings of the Third International Conference on Artificial Intelligence in Engineering & Technology (iCAiET 2006), November 22-24, Sabah, Malaysia, pp. 639 – 642, 2006
11.     Rabiah A. Kadir, T. Mohd. T. Sembok, & Halimah B. Zaman. Combination of Hypernymy Word Matching and Theorem Prover to Type What Question in Reading Comprehension Tasks. Computer Sciences and Mathematic Symposium (CSMS 2006). Kuala Trengganu, Trengganu, 2006
12.     Rabiah Abdul Kadir, Tengku Mohd. Tengku Sembok, & Halimah Badioze Zaman. Question Answering Process In Reading Comprehensions Marking System. International Conference On Information and Communication Technology in Management 2005 (ICTM 2005). Pg. 933-938. Hotel Equatorial, Melaka, 2005
13.     Rabiah Abdul Kadir, Tengku Mohd. Tengku Sembok, & Halimah Badioze Zaman. A Logical Deduction to First Order Predicate Logic for Use in an Intelligent Reading Comprehension. (ROVISP’05). Pg. 819-823. Pulau Pinang, 2005
14.     Rabiah Abdul Kadir, Tengku Mohd. Tengku Sembok, & Halimah Badioze Zaman.  Logical Deduction Inference on Logic Representation in Open-ended Question Answering Process. Seminar Siswazah 2005 UKM (SS’05). PERMATA, Bangi, Selangor, 2005
15.     Rabiah, A. K., Tengku, M.T.S., Halimah, B.Z, & Lili, N.A. Speech Understanding in Robust Environment by Predicting Words Not Recognized. Intelligent Systems and Information Technology Symposium (ISITS). Pg. 1-8. ITMA, UPM, 2004
16.     Yusmadi Yah, J., Lili, N.A., Rabiah, A.K. & Zuraimi, A.S. Neural Network Approach in Predicting Stock Market Performance: A Study on Kuala Lumpur Stock Exchange Composite Index. Intelligent Systems and Information Technology Symposium (ISITS). Pg. 162-168. ITMA, UPM, 2004
17.     Lili, N.A., Shahrul, A.M.N., Tengku, M.T.S., Rabiah, A.K., Yusmadi Yah, J., & Roslina, I. Content Based Video Retrieval: Comparison of Query Methods. Systems and Information Technology Symposium (ISITS). Pg. 114-122. ITMA, UPM, 2004
18.     Rabiah, A.K., Tengku, M.T.S., & Halimah, B.Z. First-Order Predicate Logic in Natural Language Question Analysis. Information Technology Colloquium 2004 (INTEC ’04). Poster. Centre for External Education (PPL), UPM, 2004. 
19.  Rabiah, A.K., T.M.T. Sembok, & Halimah, B.Z.  Applying Case-Based Reasoning to Natural Language Question Answering Processes. International Conference INFORMATICS/RWICT 2004. (213 – 225). PWTC, Kuala Lumpur, 2004
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