| Area of Interest: |
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Computational Linguistics
Machine Learning in Artificial Intelligence
Agent-based Systems |
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| Publications: |
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| 2011 |
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| Journals |
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Mohammad Hossin, Md. Nasir Sulaiman, Aida Mustapha, Norwati Mustapha, and Rahmita Wirza OK Rahmat. 2011. OAERP: A Better Measure than Accuracy in Discriminating a Better Solution for Stochastic Classification Training. Journal of Artificial Intelligence, 4(3):187-196. |
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Myzatul Akmam Sapaat, Aida Mustapha, Johanna Ahmad, Khadijah Chamili, and Rahamirzam Muhamad. 2011. A Data Mining Approach to Construct Graduates Employability Model in Malaysia. International Journal on New Computer Architectures and Their Applications, 1(4):1111-1124. |
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Mohammad Hossin, Md. Nasir Sulaiman, Aida Mustapha and Norwati Mustapha. 2011. A Novel Performance Metric for Building an Optimized Classifier. Journal of Computer Science, 7(4):582-590. |
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Aida Mustapha, Md. Nasir Sulaiman, Ramlan Mahmod and Mohd. Hasan Selamat. Dynamic Bayesian Networks in Classification-and-Ranking Architecture of Response Generation. Journal of Computer Science, 7(1):59-64. |
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| Book/Book Chapter |
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Rabiah Abdul Kadir, Abdul Rahman Hashim, Rahmita Wirza, Aida Mustapha. 2011. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7066 LNCS (PART 1), pp. 36-44. |
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Myzatul Akmam Sapaat, Aida Mustapha, Johanna Ahmad, Khadijah Chamili, and Rahamirzam Muhamad. 2011. A Classification-Based Graduates Employability Model for Tracer Study by MOHE. Digital Information Processing and Communications, CCIS Vol 188, pages 277-287. ISBN 978-3-642-22388-4, Springer, Heidelberg. |
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Aliza Ahmad, Aida Mustapha, Eliza Dianna Zahadi, Norhayati Masah, and Nur Yasmin Yahaya. 2011. omparison between Neural Networks against Decision Tree in Improving Prediction Accuracy for Diabetes Mellitus. Digital Information Processing and Communications, CCIS Vol 188, pages 537-545. ISBN 978-3-642-22388-4, Springer, Heidelberg. |
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| Proceedings |
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Mohammad Hossin, Md. Nasir Sulaiman, Aida Mustapha and Norwati Mustapha. 2011. A Hybrid Evaluation Metric for Optimizing Classifier. Conference on Data Mining and Optimization, pp. 165-170. |
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Hazwani Rahmat, Aida Mustapha, Masniza Shaheeda Md Said and Noor Afiza Amir. 2011. Classification Assessment based on Accuracy, Compactness, and Speed of C4.5 and CPAR: A Comparative Study. In Proceedings of the International Conference of Artificial Intelligence and Machine Learning, 12-14 April 2011, pages 121-125. Dubai, UAE. |
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Sarmad Makki, Aida Mustapha, Junaidah Mohamed Kassim, Ealaf Gharaybeh, Mohammed Alhazmi. 2011. Employing Neural Network and Naive Bayesian Classifier in Mining Data for Car Evaluation. In Proceedings of the International Conference of Artificial Intelligence and Machine Learning, 12-14 April 2011, pages 113-119. Dubai, UAE. |
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Azhana Ahmad, Moamin Ahmed, Mohd Zaliman Mohd Yusoff, Mohd. Sharifuddin Ahmad, and Aida Mustapha. 2011. Resolving Conflicts between Personal and Normative Goals in Normative Agent Systems (Best Paper Award). The 7th International Conference on IT in Asia 2011 (CITA 2011), pages 153–158, ISBN: 983-9257-66-8, Kuching, Sarawak, 1–14 July 2011. |
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Mohd Sharifuddin Ahmad, Muthukkaruppan Annamalai, Aida Mustapha, and Alicia Tang. 2011. Issues and Direction of Agent's Research in Malaysia. International Workshop on Semantic Agents, the 3rd Malaysian Joint Conference on Artificial Intelligence (MJCAI 2011), pages 47–57, ISBN: 979-983-41524-4-4, MIMOS/UNITEN, 18– 19 July 2011. |
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Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Mohd Zaliman Mohd Yusoff, and Aida Mustapha. 2011. Norms Detection and Assimilation in Multi-agent Systems: A Conceptual Approach. International Workshop on Semantic Agents 2011, the 3rd Malaysian Joint Conference on Artificial Intelligence (MJCAI 2011), pages 18–25, ISBN: 979-983-41524-4-4, MIMOS/UNITEN, 18–19 July, 2011. |
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| Exhibitions |
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Yakub@Zulkifli Yusoff, Aida Mustapha, Raja Jamilah Raja Yusof. Quranic Ontology for Juzuk Amma. Islamic Innovation Expo 2011 (i-Inova’ 2011), 14-16 October 2011, Silver Medal. |
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| 2010 |
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| Journals |
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Aida Mustapha, Md. Nasir Sulaiman, Ramlan Mahmod and Mohd. Hasan Selamat. 2010. Corpus-based Analysis on Cross-Domain Experiments in Classification-and-Ranking Generation. Journal of Computer Science 6(11):1305-1312. |
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Mahmoud Shaker, Hamidah Ibrahim, Aida Mustapha, and Lily Nurliyana Abdullah. 2010. A Strategy for Extracting Information from Semi-Structured Web Pages. International Journal of Web Information Systems (IJWIS), Austria. |
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| Book/Book Chapter |
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Aida Mustapha, Teh Noranis Mohd. Aris, Sazlinah Hasan. 2010. JAVA Fundamentals. ISBN 978-967-349-053-0, Prentice Hall. |
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Mahmoud Shaker, Hamidah Ibrahim, Aida Mustapha and Lili Nurliyana Abdullah. 2010. A Framework for Extracting Information from Semi-Structured Web Data Sources. Convergence and Hybrid Information Technologies. ISBN 978-953-307-068-1, Austria. |
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| Proceedings |
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Mohd. Zaliman Yusoff, Moamin Ahmed, Azhana Ahmad, Mohd. Sharifuddin Ahmad and Aida Mustapha. 2010. Sacrifice and Diligence in Normative Agent Environments. In Proceedings of 2010 International Conference on Computer and Software Modeling, 4-5 December 2010. Manila, Phillipines, pp. 147-152. |
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Mohd. Zaliman Yusoff, Yasir Khalid, Azhana Ahmad, Mohd. Sharifuddin Ahmad and Aida Mustapha. 2010. Development of Rules for Multiple Goals in Normative Environment. In Proceedings of Second Malaysian Joint Conference on Artificial Intelligence, 26-30 July 2010, Kuching, Sarawak. |
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Mahmoud Shaker, Hamidah Ibrahim, Aida Mustapha, Lili Nurliyana Abdullah, and Ali Amer Alwan. 2010. Extracting Information from Semi-Structured Web Pages by Considering User Context. Accepted and to be published in the 2010 World Congress in Computer Science, Computer Engineering, and Applied Computing, 12-15 July 2010, Las Vegas (USA). |
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| Exhibitions |
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Aida Mustapha. Dialogue-based Visualization for Quranic Text. Invention, Research and Innovation Exhibition (PRPI) UPM, UPM (Malaysia), 20-22 July 2010, Bronze Medal. |
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Hamidah Ibrahim, Mahmoud Shaker Hamodi, Aida Mustapha, Lili Nurliyana Abdullah, and Ali Amer Alwan. Extracting Information from Semi-structured Web Pages. Invention, Research and Innovation Exhibition (PRPI) UPM, UPM (Malaysia), 20-22 July 2010, Silver Medal. |
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| 2009 |
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| Journals |
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Aida Mustapha. 2009. Dialogue-based Visualization for Quranic Text. European Journal of Scientific Research 37(1):36-40. |
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Sherif Abdulbari Ali, Md. Nasir Sulaiman, Aida Mustapha and Norwati Mustapha. 2009. K-Means Clustering to Improve Accuracy of Decision Tree Response Classification. Information Technology Journal 8(8):1256-1262. |
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Mahmoud Shaker, Hamidah Ibrahim, Aida Mustapha and Lili Nurliyana Abdullah. 2009. Information Extraction from Hypertext Markup Language Web Pages. Journal of Computer Science 5(8): 596-607, ISSN 1549-3636. |
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Aida Mustapha, Md. Nasir Sulaiman, Ramlan Mahmod and Mohd. Hasan Selamat. 2009. Intention-based Ranking for Surface Realization in Dialogue Systems. International Journal of Computer Science and Security 3(3):175-185. |
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Sherif Abdulbari Ali, Md. Nasir Sulaiman, Aida Mustapha and Norwati Mustapha. 2009. Improving Accuracy of Intention-Based Response Classification using Decision tree. Information Technology Journal 8(6):923-928. |
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Aida Mustapha, Md. Nasir Sulaiman, Ramlan Mahmod and Mohd. Hasan Selamat. 2009. A Bayesian Approach to Intention-based Response Generation. European Journal of Scientific Research
32(4):477-489. |
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| Proceedings |
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Azhana Ahmad, Mohd. Sharifuddin Ahmad, Mohd. Zaliman Yusoff and Aida Mustapha. 2009. A Novel Framework for a Normative Agent-based System. In Proceedings of First Malaysian Joint Conference on Artificial Intelligence, Kuala Lumpur, 14-16 July 2009. |
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Mahmoud Shaker, Hamidah Ibrahim, Aida Mustapha, and Lili Nurliyana Abdullah. Information Extraction from Web Tables. Proceedings of the 11 th @WAS International Conference on Information Integration and Web-based Applications & Services (iiWAS2009), Kuala Lumpur (Malaysia), 14-16 December 2009, pp. 468-474.
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Siti Hanom Marjuni, Ramlan Mahmod, Abd. Azim Abd. Ghani, Abdullah Mohd. Zain, Aida Mustapha. 2009. Lexical Criminal Identification for Chatting Corpus. In Proceedings of International Conference on Computer Science and Information Technology, Oslo, Norway, July 29-31, 2009. |
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| 2008 |
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| Journals |
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Aida Mustapha, Md. Nasir Sulaiman,
Ramlan Mahmod and Hasan Selamat. 2008. Classification-and-Ranking
Architecture for Response Generation based on Intentions.
International Journal of Computer Science and Network
Security 8(12):253-258. |
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Md. Nasir Sulaiman, Yahya
M. Almurtadha, Zaiton Muda and Aida Mustapha. 2008. Improved
Reinforcement-based Profile Learning for Document Filtering.
International Journal of Computer Science and Network
Security Vol. 8(11):133-139. |
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Md. Nasir Sulaiman, Sazly
Anuar, Zaiton Muda, Hamidah Ibrahim and Aida Mustapha.
2008. A Malay Language-based Visual Programming Language
for Personal Digital Assistant. International Journal
of Computer Science and Network Security 8(8):387-397. |
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| Proceedings |
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Aida Mustapha, Md. Nasir Sulaiman, Ramlan Mahmod and Hasan Selamat. 2008. Intention-based Classification-and-ranking Architecture for Natural Language Generation in Dialogue Systems. In Proceedings of the 4th International Conference on Information Technology and Multimedia (ICIMU '08). UNITEN. |
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Aida Mustapha, Md. Nasir Sulaiman, Ramlan Mahmod and Hasan Selamat. 2008. Modeling Coherence in Mixed-Initiative Dialogues based on Conversational Acts Theory. In Proceedings of the International Symposium on Information Technology 2008, Cognitive Informatics: Bridging Natural and Artificial Intelligence. UKM. |
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Mahmoud Shaker, Hamidah Ibrahim, Aida Mustapha and Lili Nurliyana Abdullah. 2008. A Framework for Extracting Information from Semi-Structured Web Data Sources. In Proceedings of International Conference on Convergence and Hybrid Information Technology (ICCIT 08), pages 27-31. Busan, Korea. |
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| Unpublished |
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Aida Mustapha. 2008. Classification-and-ranking Architecture based on Intentions for Response Generation in Dialogue Systems. Ph.D. Thesis. UPM. |
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| 2007 |
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| Proceedings |
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Aida Mustapha, Md. Nasir Sulaiman, Ramlan
Mahmod and Hasan Selamat. 2007. Probabilistic Model for
Response Generation with Application of Bayesian Networks.
In Proceedings of the 2nd International Conference
on Informatics (INFORMATICS '07). UM. |
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| 2006 |
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| Proceedings |
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Md. Nasir Sulaiman, Aida Mustapha, Ramlan
Mahmod and Hasan Selamat. 2006. An Intention-based Response
Generation System for Open-Domain Architecture. In Proceedings
of the 3rd International Conference of Artificial Intelligence
in Engineering and Technology (ICAET '06), pages 388-393.
UMS. |
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Aida Mustapha, Md. Nasir Sulaiman, Ramlan
Mahmod and Hasan Selamat. 2006. Features Selection for
Probabilistic Model of Response Generation in Dialogue
Systems. In Proceedings of the Regional Postgraduate
Conference in Engineering and Science (RPCES '06).
UTM. |
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| Exhibitions |
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Aida Mustapha and Azuraliza Abu Bakar. LUQMAN HAKIM: Learnable Conversational Agent based on Heuristic Knowledge Management. Invention, Research and Innovation Exhibition (PRPI) UPM, UPM (Malaysia), 22-24 August 2006, Silver Medal. |
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Aida Mustapha, Md. Nasir Sulaiman, Ramlan Mahmod and Mohd. Hasan Selamat. An Intention-based Response Generation System for Open-Domain Dialogue System Architecture. Invention, Research and Innovation Exhibition (PRPI) UPM, UPM (Malaysia), 22-24 August 2006, Bronze Medal. |
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| 2005 |
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| Proceedings |
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Aida Mustapha and Azuraliza Abu Bakar.
2005. LUQMAN: Learnable Conversational Agent for Home-based
Education. In Proceedings of the International Conference
on Technology and Multimedia (ICIMU '05). UNITEN. |
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| 2004 |
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| Proceedings |
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Aida Mustapha and Norfadhlina Mohd. Sharef. 2004. Realiti Pengangguran Graduan ICT. In Proceedings of the National ICT Research Conference. UTM. |
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| Unpublished |
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Aida Mustapha. 2004. Learnable Conversational
Agent: A Framework for Home-based Education. Masters
Thesis. UKM. |
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