Google Scholar: https://scholar.google.com/citations?user=b8fmriAAAAAJ&hl=en
DBLP: https://dblp.org/pid/47/431.html
ORCID ID: https://orcid.org/0000-0003-2130-185X
All publications listed here were published in peer-reviewed conference proceedings or journals.
Edited Books
Suhaili, Wida, Siau, Nor Zainah, Omar, Saiful, Phon-Amnuaisuk, Somnuk (Eds): Computational Intelligence in Information Systems - Proceedings of the Computational Intelligence in Information Systems (CIIS 2020), Bandar Seri Begawan, Brunei, January 25-27, 2021. Advances in Intelligent Systems and Computing 1321, Springer 2021
Somnuk Phon-Amnuaisuk, Jonathan H. Chan, Lakhmi C. Jain (Eds): Nature Inspired Computing and its Applications. A special issue for International Journal of Advanced Intelligence Paradigms. Volume 15, No. 2, 2020.
Somnuk Phon-Amnuaisuk and Junmo Kim (Eds): Computational Intelligence and Robotics. Special Issue on Computational Intelligence and Deep Learning for Computer Vision. Vol.9 No.5, 2019
Omar, Saiful, Suhaili, Wida, Phon-Amnuaisuk, Somnuk (Eds): Computational Intelligence in Information Systems - Proceedings of the Computational Intelligence in Information Systems (CIIS 2018), Bandar Seri Begawan, Brunei, November 16-18, 2018. Advances in Intelligent Systems and Computing 888, Springer 2019
Somnuk Phon-Amnuaisuk, Swee-Peng Ang, Soo-Young Lee (Eds): Multi-disciplinary Trends in Artificial Intelligence - Proceedings of the 11th International Workshop, MIWAI 2017, Gadong, Brunei, November 20-22, 2017. Lecture Notes in Computer Science 10607, Springer 2017, ISBN 978-3-319-69455-9
Somnuk Phon-Amnuaisuk, Chu-Kiong Loo (Eds): Computational Intelligence and Robotics. A special issue for International Journal of Computational Vision and Robotics. Volume 7, No. 3, 2017.
Somnuk Phon-Amnuaisuk, Thien-Wan Au, Saiful Omar (Eds): Computational Intelligence in Information Systems - Proceedings of the Computational Intelligence in Information Systems (CIIS 2016), Bandar Seri Begawan, Brunei, November 18-20, 2016. Advances in Intelligent Systems and Computing 532, Springer 2017, ISBN 978-3-319-48516-4
Somnuk Phon-Amnuaisuk, Chee-Peng Lim, Lakhmi C. Jain (Eds): Computational Intelligent in Information Systems. A special issue for International Journal of Advanced Intelligence Paradigms. Volume 8, No. 1, 2016.
Kittichai Lavangnananda, Somnuk Phon-Amnuaisuk, Worrawat Engchuan, Jonathan H. Chan (Eds): Intelligent and Evolutionary Systems - Proceedings of the 19th Asia Pacific Synposium (IES 2015), Bangkok, Thailandi, November, 2015. Proceedings in Adaptation, Learning and Optimization 5, Springer 2016, ISBN 978-3-319-26999-3
Somnuk Phon-Amnuaisuk, Thien-Wan Au (Eds): Computational Intelligence in Information Systems - Proceedings of the Fourth INNS Symposia Series on Computational Intelligence in Information Systems (INNS-CIIS 2014), Bandar Seri Begawan, Brunei, November 7-9, 2014. Advances in Intelligent Systems and Computing 331, Springer 2015, ISBN 978-3-319-13152-8
Journals
A. Atyabi, S. Phon-Amnuaisuk, and C.K. Ho. Navigating a robotic swarm in an uncharted 2D landscape. Applied Soft Computing, 10(1):149–169, 2010a. ISSN 1568-4946 Elsevier.
A. Atyabi, S. Phon-Amnuaisuk, and C.K. Ho. Applying area extension pso in robotic swarm. Journal of Intelligent and Robotic Systems, 58(3-4):253–285, 2010b. ISSN: 0921-0296 (print) 1573-0409 (online) doi 10.1007/s10846-009-9374-2.
F. Choong, S. Phon-Amnuaisuk, and M.Y. Alias. New operators of GA for improving the performance of high-level synthesis. International Journal of Computational Intelligence Research (IJCIR), 5(3):297-310, 2009a. ISSN 0973-1873.
F. Choong, S. Phon-Amnuaisuk, and M.Y. Alias. Metaheuristic methods in hybrid flow shop scheduling problem. Expert System with Applications, 38}(9):10787-10793, 2011. ISSN 0957-4174.
F. Choong, S. Phon-Amnuaisuk, and M.Y. Alias. Novel memetic algorithms for flexible manufacturing systems. International Journal of Applied Engineering Research, 10}(2):4589-4596, 2015. ISSN 0973-4562
F. Choong, S. Phon-Amnuaisuk, and M.Y. Alias. Implementation of localsearch in multi-objective adaptive ga: A case study on high-level synthesis. Internatiuonal Journal of Computational Intelligence Research (IJCIR), 5(3):310–326, 2009b. ISSN 0973-1873
A. Dehzangi and S. Phon-Amnuaisuk. Protein fold prediction problem: The application of new physical and physicochemical-based features. Protein & Peptide Letters, 18(2):174-185, 2011. ISSN: 0929-8665, Bentham Science Publishers Ltd.
A. Dehzangi, S. Phon-Amnuaisuk, and O. Dehzangi. Using random forest for protein fold prediction problem: An empirical study. Journal of Information Science and Engineering, 26(6), 2010a. ISSN 1016-2364.
A. Dehzangi, S. Phon-Amnuaisuk, and O. Dehzangi. Enhancing protein fold prediction accuracy using ensemble of different classifiers. Australian Journal of Intelligent Information Processing Systems (AJIIPS), 10(4):32-40, 2010b. (ISSN: 1321-2133).
N. Delavari, M.R. Beikzadeh, and S. Phon-Amnuaisuk. Data mining application in higher learning institutions. International Journal of Informatics in Education, 7(1):31–54, 2008. ISSN 1648-5831, Lithuanian Academy of Science. Lithuania. http://www.mii.lt/informatics_in_education/pdf/INFE111.pdf.
A.O. Elfaki, S. Phon-Amnuaisuk, and C.K. Ho. An interactive method for validating stage configuration. Journal of Software Engineering and Applications, 3(6):614–627, 2010b. ISSN 1945-3116 (print) ISSN 1945-3124 DOI: 10.4236/jsea.2010.36072 (online).
K.C. Khor, C.Y. Ting, and S. Phon-Amnuaisuk. From feature selection to building of Bayesian classifiers: A network intrusion detection perspective. American Journal of Applied Sciences, 6(11):1949–1960, 2009a. ISSN 1546-9239.K.C.
Khor, C.Y. Ting, and S. Phon-Amnuaisuk. A cascaded classifier approach for improving detection rates on rare attack categories in network intrusion detection. Applied Intelligence, 2010. In Press, Online First with SpringerLink.
R. Palaniappan, S. Phon-Amnuaisuk, and C. Eswaran. On the binaural brain entrainment indicating lower heart rate variability International Journal of Cardiology, Vol 190, 1 July 2015: 262-263
S. Phon-Amnuaisuk. Investigating music pattern formations from heterogeneous cellular automata. Journal of New Music Research. 39(3):253-267 ISSN 0929-8215.
S. Phon-Amnuaisuk, A. Smaill, and G.Wiggins. Chorale harmonisation: A view from a search control perspective. Journal of New Music Research, 35(4):279–305, 2006. ISSN 0929-8215.
S. Phon-Amnuaisuk. Transcribing Bach chorales: Limitations and potentials of non-negative matrix factorisation. EURASIP Journal on Audio, Speech and Music Processing 2012, 2012:11 doi:10.1186/1687-4722-2012-11 (http://asmp.eurasipjournals.com/content/2012/1/11)
S. Phon-Amnuaisuk. Investigating a hybrid of Tone-Model and Particle Swarm Optimization techniques in transcribing polyphonic guitar sound. Applied Soft Computing, 29 April 2015, 211-220
C.Y. Ting and S. Phon-Amnuaisuk. Log data approach to acquisition of optimal Bayesian learner model. American Journal of Applied Sciences, 6(5):913–921, 2009a.
C.Y. Ting and S. Phon-Amnuaisuk. Factors influencing the performance of dynamic decision network for INQPRO. Computer & Education, 52(4):762–780, 2009b. Elsevier.
C.Y. Ting and S. Phon-Amnuaisuk. Optimal dynamic decision network model for scientific inquiry learning environment. Applied Intelligence, 2009c. ISSN 0924-669X (Print) 1573-7497 (Online) Springer (doi 10.1007/s10489-009-0174-y).
C.Y. Ting, S. Phon-Amnuaisuk, and Y.K. Chong. Modeling and intervening across time in scientific inquiry exploratory learning environment. Journal of Educational Technology & Society, 11(3):239–258, 2008. ISSN 1436-4522.
G. Wiggins, G. Papadopoulos, S. Phon-Amnuaisuk, and S. Tuson. Evolutionary methods for musical composition. International Journal of Computing Anticipatory Systems, 4, 1999. ISSN 1373-5411 ISBN 2-9600179-5-1.
M. Zaker, S. Phon-Amnuaisuk, and S.C. Haw. Hierarchical denormalizing: a possibility to optimize the data warehouse design. WSEAS International Journal of Computers, 1 (3):143–150, 2009a. ISSN 1998-4308, (http://www.naun.org/journals/computers/).
M. Zaker, S. Phon-Amnuaisuk, and S.C. Haw. An adequate design for large data warehouse systems: bitmap index versus b-tree index. WSEAS International Journal of Computers and Communications, 2(2):39–46, 2009b. ISSN: 2074-1294 (http://www.universitypress.org.uk/journals/cc/).
M. Zaker, N. Yasin, S. Phon-Amnuaisuk, and S.C. Haw. Data warehouse design on the basis of Hierarchical Degenerate Snowflake (HDS). International Journal of Business Intelligence and Data Mining, 6(2):154-183, 2011. (http://www.inderscience.com).
Book Series (Springer, Elsevier)
A. Ahmad, S. Phon-Amnuaisuk. Low cost traffic management system In Proceedinbgs of the 19th Asia Paci.c Symposium on Intelligent and Evolutionary Systems IES 2015
A. Ahmad, S. Phon-Amnuaisuk, and P.D. Shannon. Emulating pencil sketches from 2D images. In Proceedings of the .rst International Conference on Soft Computing and Data Mining (SCDM2014), pages 571-580, Johor, Malaysia, June 16-18, 2014. also in Advances in Intelligent Systems and Computing Volumn 287, 2014, pp 571-580. Springer-Verlag.
A. Badarudin, T.W. Au, S. Phon-Amnuaisuk: A Knowledge-Based Framework for Mitigating Hydro-Meteorological Disasters. DMBD 2017: 505-513
A. Dehzangi, S. Phon Amnuaisuk, E. Mohandesi, and K.H. Ng. Protein fold prediction problem using ensemble of classifiers. In Proceedings of the 16th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2009), pages 503–511, Bangkok, Thailand, 2009b. also in Lecture Notes in Computer Science (LNCS 5864), Springer-Verlag. December 1-5, 2009. Bangkok, Thailand.
A. Dehzangi, S. PhonAmnuaisuk, M. Mana., and S.Safa. Using rotation forest for protein fold prediction problem: An empirical study. In Proceedings of the 8th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics (EVOBIO 2010), pages 217-227, Istanbul, Turkey, 2010c. also in Lecture Notes in Computer Science (LNCS6023), Springer-Verlag. April 7-9, 2010. Istanbul, Turkey.
A.O. Elfaki, S. Phon-Amnuaisuk, and C.K. Ho. Investigating inconsistency detection as a validation operation in software product line. In R. Lee and N. Ishii, editors, Studies in Computational Intelligence. Software Engineering Research, Management and Application. SCI Vol 253, volume 253, pages 159–168. 2009a. ISBN 978-3-642-05440-2. also presented in Proceedings of the seventh ACIS International Conference on Software Engineering Research, Management and Applications (SERA2009) December 2-4, 2009. Haikou, Hainan Island, China.
A.O. Elfaki,S.Muthaiyah,S. Phon-Amnuaisuk,and C.K. Ho. Knowledge representation and validation in a decision support system: Introducing a variability modeling technique. In Chiang Jao, editor, Efficient Decision Support Systems: Practice and Challenges - From Current to Future/Book 1. InTech, 2011. ISBN978-953-308-65-7.
F. Hamdan, H. Matussin, S. Serjuddin, S. Phon-Amnuaisuk, P.D. Shannon. 3D facial expressions from performance data. AISC 532, 2016, pages 270-278
H.H. Abdul Hamid, Z. Ahmad Sherjawi, S. Omar, S. Phon-Amnuaisuk. Document Student acceptance and attitude towards using 3D virtual learning spaces. AISC 532, 2016, pages 107-118
H.H. Law and S. Phon-Amnuaisuk. Towards music fitness evaluation with the hierarchical SOM. In Proceedings to the sixth European workshop on Evolutionary Music and Art (EvoWorkshops 2008), pages 443–452, Napoli, Italy, 2008. also in Lecture Notes in Computer Science (LNCS 4974), Springer-Verlag. March, 26-28, 2008 Napoli, Italy.
H.H. Law and S. Phon-Amnuaisuk. Learning and generating folk melodies using MPF-inspired hierarchical self-organising maps. In Proceedings to the Ninth International Conference on Simulated Evolution and Learning SEAL 2012: 371-380 Hanoi, Vietnam, December 16-19, 2012. Proceedings. Springer 2012 Lecture Notes in Computer Science ISBN 978-3-642-34858-7
K.C. Khor, C.Y. Ting and S. Phon-Amnuaisuk. The effectiveness of sampling methods for the imbalanced network intrusion detection data set In Proceedings of the .rst International Conference on Soft Computing and Data Mining (SCDM2014), pages 613-622, Johor, Malaysia, June 16-18, 2014. also in Advances in Intelligent Systems and Computing Volumn 287, 2014, pp 613-622. Springer-Verlag.
M. Kiptiah binti Ariffin, S. Hadi, S. Phon-Amnuaisuk: Evolving 3D Models Using Interactive Genetic Algorithms and L-Systems. MIWAI 2017: 485-493
K.H. Ng, S. Phon-Amnuaisuk, and C.K. Ho. Clustering of expressed sequence tag using global and local features: Aperformance study. In Sio-Iong Ao, Oscar Castillo, and XuHuang, editors, Intelligent Automation and Computer Engineering. Series: Lecture Notes in Electrical Engineering, volume 52, chapter 31, pages 401-414. Springer, 2009a. ISBN 978-90-481-3516-5.
K.H. Ng, S. Phon-Amnuaisuk, and C.K. Ho. Clustering of expressed sequence tag using global and local features: A performance study. In Sio-Iong Ao, Oscar Castillo, and Xu Huang, editors, Intelligent Automation and Computer Engineering. Series: Lecture Notes in Electrical Engineering, volume 52, chapter 31, pages 401–414. Springer, 2009a. ISBN 978-90-481-3516-5.
Noor Deenina Hj Mohd Salleh, S. Phon-Amnuaisuk: Beautiful Trochoids. In Proceedings of the Fourth International Neural Network Society Symposia Series on Computational Intelligence in Information Systems INNS-CIIS 2014:171-180
N. Sani, S. Phon-Amnuaisuk, T.W Au, E.L. Tan. Learning to Navigate in a 3D Environment. In Proceedinbgs of the 10th Multidisciplinary International Workshop on Arti.cial Intelligence MIWAI 2016: 271-278
S. Phon-Amnuaisuk. Affective music processing: Challenges. In Proceedings to the first International conference on Affective Computing and Intelligent Interactions (ACII2005), pages 923–930, Beijing, China, 2005a. also in Lecture Notes in Computer Science (LNCS3784), 923-930 Springer-Verlag. Oct, 22-24, 2005 Beijing, China.
S. Phon-Amnuaisuk. Estimating HMM parameters using particle swarm optimisation. In Proceedings to the seventh European workshop on Bio-inspired algorithms for continuous parameter optimisation (EvoWorkshops 2009), pages 625–634, Tubingen, Germany, 2009a. also in Lecture Notes in Computer Science (LNCS 5484), Springer-Verlag. April, 15-17, 2009. Tubingen, Germany.
S. Phon-Amnuaisuk. Composing using heterogeneous cellular automata. In Proceedings to the seventh European workshop on Bio-inspired algorithms for continuous parameter optimisation (EvoWorkshops 2009), pages 547–556, Tubingen, Germany, 2009b. also in Lecture Notes in Computer Science (LNCS 5484), Springer-Verlag. April, 15-17, 2009. Tubingen, Germany.
S. Phon-Amnuaisuk. Learning chasing behaviours of non-player characters in games using SARSA. In Proceedings of the 3rd European Conference on Bio-inspired Algorithms in Games (EVOGAMES2011), pages 133-142, Torino, Italy, 2011a. Springer-Verlag. also in Lecture Notes in Computer Science (LNCS6624), Springer-Verlag. April 27- 29, 2011. Torino, Italy.
S. Phon-Amnuaisuk. Exploring particle-based caricature generations. In Proceedings of the International Conference on Informatics Engineering and Information Science (ICIEIS2011), pages 37-46, Kuala Lumpur, Malaysia,2011b. Springer-Verlag. also in Communications in Computer and Information Science, (Volume 252), Informatics Engineering and Information Science, Part 2, Springer-Verlag. November 14-16, 2011.
S. Phon-Amnuaisuk. Control language for chorale harmonisation process. In Proceedings of ICMAI’02 (the Second International Conference on Music and Artificial Intelligence, pages 155–167, Edinburgh, Scotland, 2002a. also in Lecture Notes in Artificial Intelligence (LNAI2445), Springer-Verlag. Edinburgh, Scotland, September 12-14, 2002.
S. Phon-Amnuaisuk. Classify event-related motor potentials of cued motor actions. In Proceedings of the 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008), pages 232–239, Auckland, New Zealand, 2008a. also in Lecture Notes in Computer Science (LNCS 5506), Springer-Verlag. November 25-28, 2008. Auckland, New Zealand.
S. Phon-Amnuaisuk. Event-related desynchronisation of spontaneous motor actions. In Proceedings of the 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008), pages 153–160, Auckland, New Zealand, 2008b. also in Lecture Notes in Computer Science (LNCS 5506), Springer-Verlag. November 25-28, 2008. Auckland, New Zealand.
S. Phon-Amnuaisuk. Generating tonal counterpoint using reinforcement learning. In Proceedings of the 16th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2009), pages 580–589, Bangkok, Thailand, 2009c. also in Lecture Notes in Computer Science (LNCS 5863), Springer- Verlag. December 1-5, 2009. Bangkok, Thailand.
S. Phon-Amnuaisuk. Learning cooperative behaviours in multiagent reinforcement learning. In Proceedings of the 16th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2009), pages 570–579, Bangkok, Thailand, 2009d. also in Lecture Notes in Computer Science (LNCS 5863), Springer-Verlag. December 1-5, 2009. Bangkok, Thailand.
S. Phon-Amnuaisuk. Polyphonic Transcription: Exploring a Hybrid of Tone Models and Particle Swarm Optimisation. In Proceedings of the First Interna- tional Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design (EvoMUSART 2012), pages 211-222, Mlaga, Spain, April 11-13, 2012. Springer, Lecture Notes in Computer Science ISBN 978-3-642-29141-8
S. Phon-Amnuaisuk. Transcribing Bach Chorales Using Particle Swarm Optimisations. In Proceedings of the 4th International Conference on Advances in Swarm Intelligence, ICSI 2013, pages 192-199. Harbin, China, June 12-15, 2013, Part I. Springer 2013 Lecture Notes in Computer Science ISBN 978-3- 642-38702-9ICSI (1) 2013
S. Phon-Amnuaisuk. GA-Tetris Bot: Evolving a Better Tetris Gameplay Using Adaptive Evaluation Scheme. In Proceedings of the 21st International Conference on Neural Information Processing, ICONIP(3) 2014, pages 579-586. Kuching, Malaysia, November 3-6, 2014, Springer 2014 Lecture Notes in Computer Science ISBN 978-3-319-12642-5
S. Phon-Amnuaisuk. Learning to play Tetris from examples. In Proceedings of the Fourth International Neural Network Society Symposia Series on Computational Intelligence in Information Systems INNS-CIIS 2014: 255-264
S. Phon-Amnuaisuk, J. Panjapornpon. Controlling generative processes of generative art. Procedia Computer Science 13 : 43-52 (2012)
S. Phon-Amnuaisuk. Applying non-negative matrix factorization to classify superimposed handwritten digits. Procedia Computer Science 24 : 261-267
(2013)
S. Phon-Amnuaisuk. Evolving and discovering Tetris gameplay strategies. Procedia Computer Science 60 : 458-467 (2015)
S. Phon-Amnuaisuk, H.H. Law, and C.K. Ho. Evolving music generation with SOM fitness genetic programming. In Proceedings to the fifth European workshop on Evolutionary Music and Art (EvoWorkshops 2007), pages 557–566, Valencia, Spain, 2007. also in Lecture Notes in Computer Science (LNCS 4448), Springer-Verlag. Apr, 11-13, 2007 Spain.
S. Phon-Amnuaisuk: What Does a Policy Network Learn After Mastering a Pong Game? MIWAI 2017: 213-222
S. Phon-Amnuaisuk, P. Ramaswamy. Exploring swarm-based visual effects. In Proceedinbgs of the 19th Asia Paci.c Symposium on Intelligent and Evolutionary Systems IES 2015
S. Phon-Amnuaisuk, A. Ahmad. Tracking and identifying a changing appearance target. In Proceedinbgs of the 9th Multidisciplinary International Workshop on Arti.cial Intelligence MIWAI 2015: 245-252
S. Phon-Amnuaisuk, A. Ra., T.W. Au, S. Omar, N.H. Voon. Crowd Simulation in 3D Virtual Environments. In Proceedinbgs of the 10th Multidisciplinary International Workshop on Arti.cial Intelligence MIWAI 2016: 162-172
S. Phon-Amnuaisuk, S.Y. Lee. Investigating a Dictionary-Based Non-negative Matrix Factorization in Superimposed Digits Classi.cation Tasks. In Proceedings of the 23rd International Conference on Neural Information Processing, ICONIP(3) 2016, pages 335-343.
S. Phon-Amnuaisuk, S.Y. Lee. Classi.cation of Distorted Handwritten Digits by Swarming an Affine Transform Space. In Proceedings of the 7th International Conference on Advances in Swarm Intelligence, ICSI(2) 2016, pages 179-186.
S. Phon-Amnuaisuk, S. Omar, T-W Au, R. Ramlie: Mathematics Wall: Enriching mathematics education through AI. In Proceedings of the Sixth International Conference on Swarm Intelligence and the Second BRICS Congress on Computational Intelligence (ICSI-CCI2015) ICSI (3) 2015: 309-317
S. Phon-Amnuaisuk and J. Panjapornpon Controlling Generative Processes of Generative Art In Proceedings of the International Neural Network Society Winter Conference (INNS-WC2012), also in Procedia Computer Science, Vol 13, 2012, pages 43-52. October 2-5, 2012. Bangkok, Thailand.
S. Phon-Amnuaisuk and Choo-Yee Ting. Formalised symbolic reasonings for music applications. In Proceedings of the International Conference on Informatics Engineering and Information Science (ICIEIS2011), pages 453-465, Kuala Lumpur, Malaysia, 2011. Springer-Verlag. also in Communications in Computer and Information Science, (Volume 251), Informatics Engineering and Information Science, Part 1, Springer- Verlag. November 14-16, 2011.
S. Phon-Amnuaisuk and K.S. Chee. Web-based music intelligent tutoring systems. In Kia Ng and Paolo Nesi, editors, Interactive Multimedia Music Technology, chapter 11, pages 231–248. Idea Group Inc, 2008. ISBN 978-1-59904-150-6.
S. Phon-Amnuaisuk, A. Tuson, and G. Wiggins. Evolving musical harmonisation. In Proceedings of the Fourth International Conference on Neural Networks and Genetic Algorithms (ICANNGA’99), pages 229–234, Wien New York, 1999. Springer-Verlag. ISBN 3-211-83364-1
P.D. Shannon, C.L. Nehaniv, S. Phon-Amnuaisuk: Enhancing Exploration and Exploitation of NSGA-II with GP and PDL. ICSI (1) 2017: 349-361
Y.J. Teh, C.Y. Ting, and S. Phon-Amnuaisuk. Establishing a probabilistic model for cognitive learning style. In Chee-Kit-Looi, David Jonassen, and Mitsuru Ikeda, editors, Frontier in Artificial Intelligence and Applications: towards sustainable and scalable educational innovations informed by the learning sciences-sharing good practices of research, experimentation and innovation, volume 133, pages 468–475. IOS Press, 2005a. ISBN 1-58603-573-8.
Conference Proceedings
A. Atyabi and S. Phon-Amnuaisuk. Particle swarm optimisation with area extension (AEPSO). In Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2007), pages 1970–1976, Singapore, 2007. ISBN: 978-1-4244-1339-3 Singapore, September 25-28, 2007.
A. Atyabi, S. Phon-Amnuaisuk, and C.K. Ho. Effects of communication range, noise and help request signal on particle swarm optimisation with area extension (AEPSO). In Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’07), pages 85–88, 2007a. November 2-5, 2007.
A. Atyabi, S. Phon-Amnuaisuk, and C.K. Ho. Particle swarm optimisations: A critical review. In Proceedings of the 3rd Conference on Information and Knowledge Technology, 2007b. Iran, November 27-29, 2007.
A. Atyabi, S. Phon-Amnuaisuk, and C.K. Ho. Cooperative learning of homogeneous and heterogeneous particles in area extension PSO. In Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC 2008), pages 3889–3896. IEEE, 2008. June 1-6, 2008.
K.S. Chee and S. Phon-Amnuaisuk. Synchronising learning interactions through reasoning on musical score. In Proceedings of MMU International Symposium on Information and Communications Technology (M2USIC 2005), Kuala Lumpur, Malaysia, 2005a. November, 24-25 2005.
K.S. Chee and S. Phon-Amnuaisuk. Intelligent learning environment: Building hybrid system from standard application and web application. In Proceedings to the 5th International Conference on Advanced Learning Technology (ICALT2005), pages 506–510, Kaohsiung, Taiwan, 2005b. July, 8-9 2005.
K.M. Chong, H.S. Lam, R.K. Rao, C. Eswaran, and S. Phon-Amnuaisuk. Performance optimization of java virtual machine on dual-core technology for web-services- a study. In Proceeding of the 9th International Conference on Advanced Communication Technology (ICACT 2007), pages 567–570, Phoenix Park, Korea, 2007. February 12-14, 2007.
K.M. Chong, H.S. Lam, C. Eswaran, and S.Phon-Amnuaisuk. Enhanced parallel thread scheduling for java based applications on multi-core architecture: Innovations towards future networks and services. In Proceeding of the 10th International Conference on Advanced Communication Technology (ICACT 2008), pages 1144–1149, Phoenix Park, Korea, 2008. ISBN 978-89-5519-136-3. February 17-20, 2008.
F. Choong, Phon-Amnuaisuk S., M.Y. Alias, and W.L. Pang. Adaptive genetic algorithm: an essential ingredient in high-level synthesis. In Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC 2008), pages 3837–3844. IEEE, 2008. June 1-6, 2008.
S. Choudhury and S. Phon-Amnuaisuk. Semantic retrieval with spreading activation. In Proceedings of MMU International Symposium on Information and Communications Technology (M2USIC 2006), Kuala Lumpur, Malaysia, 2006. November, 16-17 2006.
Dehzangi, S. Phon-Amnuaisuk, and Ng. K.H. Investigating the influence of combined features to classifiers’ performances: A comparison study on a protein fold prediction problem. In Proceedings of the 6th International Conference on Information Technology in Asia 2009 (CITA 2009): Towards Human-Centered Computing, 2009a. July 6-9, 2009.
N. Delavari, M.R. Beikzadeh, and S. Phon-Amnuaisuk. Application of enhanced analysis model for data mining processes in higher education system. In Proceedings to the Sixth International Conference on Information Technology Based Higher Education and Training (ITHET 2005), pages F4B/1–F4B/6, Santo Domingo, Dominican Replublic, 2005. July, 7-9 2005.
A.O. Elfaki, S. Phon-Amnuaisuk, and C.K. Ho. Knowledge-based method to validate feature model. In Proceedings of the First Workshop on Analyses of Software Product Lines (ASPL 2008). Co-located with 12th International Software Product Line Conference 2008, September 12, 2008.
A.O. Elfaki, S. Phon-Amnuaisuk, and C.K. Ho. Modeling variability in software product line using first order logic. In Proceedings of the seventh ACIS International Conference on Software Engineering Research, Management and Applications (SERA2009), 2009b. December 2-4, 2009.
A.O. Elfaki, S. Phon-Amnuaisuk, and C.K. Ho. Using first-order logic to validate feature model. In Proceedings of the Third Workshop on Variability Modelling of Software Intensive Systems (VaMoS 2009), 2009c. January 28-30, 2009.
A.O. Elfaki, S. Muthaiyah, I.H.M. Magboul, S. Phon-Amnuaisuk, and C.K. Ho. Defining variability in DSS: An intelligent method for knowledge representation and validation. In Proceedings of the 43rd Hawaii International Conference on System Sciences (HICSS-2010), pages 1–9, 2010a. January 5-8, 2010.
H.N. Goh and S. Phon-Amnuaisuk. Knowledge retrieval and ontological question answering: Survey, discussion, open research issues and our position. In Proceedings of MMU International Symposium on Information and Communications Technology (M2USIC 2006), Kuala Lumpur, Malaysia, 2006. November, 16-17 2006.
M. Hartwig and S. Phon-Amnuaisuk. Regular languages up to star height 1 and the difference shrinking acceptance probability. In Z. Majkic, M. Sipser, R. Radha, and D.M. Wei, editors, International Conference on Theoretical and Mathematical Foundations of Computer Science (TMFCS-08), pages 41–48, 2008. ISBN 978-1-60651-006-3. July 7-10, 2008.
T.T. Htaik and S.Phon-Amnuaisuk. Intelligent tutoring system for mathematical problems: Explanation generations for integration problem (EGIP). In Proceedings to the third International Conference on Computer Applications (ICCA2005), Yangon, Myanmar, 2005. March, 9-10 2005, Yangon, Myanmar.
K.C. Khor, C.Y. Ting, and S. Phon-Amnuaisuk. Comparing single and multiple Bayesian classifiers approaches for network intrusion detection. In Proceedings of the 2nd International Conference on Knowledge Discovery (ICKD 2010), volume ICCEA, 2, pages 325–329, 200. March 19 - 21, 2010.
K.C. Khor, C.Y. Ting, and S. Phon-Amnuaisuk. Probabilistic approach for network intrusion detection. In Proceedings of the Second Asia International Conference on Modelling & Simulation (AMS2008), New York, 2008. IEEE Press. May 13-15, 2008.
K.C. Khor, C.Y. Ting, and S. Phon-Amnuaisuk. A feature selection approach for network intrusion detection. In Proceedings of the International Conference on Information Management and Engineering (ICIME 2009), 2009b. April 3-5, 2009.
J.K. Lee, S. Phon-Amnuaisuk, H.C. Chew, and C.K. Ho. Manufacturing test data analysis on comparing different classification algorithms. In Proceedings of International Symposium on Information Technology Convergence (ISITC 2007), pages 343–347, 2007a. ISBN 0-7695-3045-1. 23-24 November 2007.
J.K. Lee, S. Phon-Amnuaisuk, L.H. Yong, S.B. Thum, , C.K. Ho, and H.C. Chew. Test database analysis: Inferences from a disposition tree. In Proceedings of the 32nd International Electronics Manufacturing Technology Symposium (IEMT 2007), pages 32–36, IEEE-CMPT, San Jose/Silicon Valley, CA. USA, 2007b. ISBN 978-1-4244-1355-5. October, 3-5 2007.
K.C. Lee, S. Phon-Amnuaisuk, and C.Y. Ting. Handwritten music notation recognition using HMM: a non-gestural approach. In Proceedings of International Conference on Information Retrieval and Knowledge Management (CAMP’10), 2010a. Mach 16-18, 2010.
K.C. Lee, S. Phon-Amnuaisuk, and C.Y. Ting. A comparison of HMM, naïve Bayesian, and Markov model in exploiting knowledge content in digital ink: A case study on handwritten music notation recognition. In Proceedings of the IEEE International Conference on Multimedia & Expo (ICME2010), 2010b. July 19-23, 2010.
K.W. Low, H.S. Lam, S. Phon-Amnuaisuk, and C. Eswaran. Thread migration techniques on java virtual machine. In The 19th IASTED International Conference on Parallel and Distributed Computing and Systems 2007 (PDCS 2007), Cambridge, Massachusetts, USA, 2007. November 19 - 21, 2007.
K.H. Ng, S. Phon-Amnuaisuk, and C.K. Ho. Clustering of expressed sequence tag (EST) with markov models and self-organizing maps: An exploratory study. In Proceedings of the 3rd International Symposium on Information Technology, 2008a.
K.H. Ng, K.W. Shoo, W.L. Diong, S. Phon-Amnuaisuk, and C.K. Ho. db4DNASeq: An object-oriented DNA database model associated with sequence search method. In Proceedings of the Knowledge Management International Conference, 2008b. June 10-12, 2008.
K.H. Ng, S. Phon-Amnuaisuk, and C.K. Ho. Evaluating the significance of global and local features in expressed sequence tag: A clustering quality perspective. In Proceedings of the 2009 IAENG International Conference on Bioinformatics (Part of he International MultiConference of Engineersand Computer Scientists 2009) IMECS 2009, 2009b. March 18-20, 2009. This paper was awarded the certificate of merit award.
K.H. Ng, S. Phon-Amnuaisuk, and C.K. Ho. A review of recent alignment-free clustering algorithms in expressed sequencetag. In Proceedings of the International Conference on Soft Computing and Pattern Recognition (SoCPaR 2009), 2009c. December 04-07, 2009.
K.H. Ng, S. Phon-Amnuaisuk, and C.K. Ho. Clustering of expressed, sequence tags using Burrows-Wheeler transform. In Proceedings of the 3rd International Congress on Image and Signal Processing (CISP 2010) and the 3rd International Conference on BioMedical Engineering and Informatics (BMEI 2010), 2010. October 16-18, 2010.
S. Phon-Amnuaisuk. What can artificial intelligence contribute to the e-learning environment? In Proceedings of ASEAN seminar on e-learning, Malaysia, 2005b. December, 8-9, 2005.
S. Phon-Amnuaisuk. Transcribing Bach chorales using non-negative matrix factorisation. In Proceedings of the 2nd International Conference on Audio, Language, and Image Processing (ICALIP 2010), 2010. November 23-25, 2010.
S. Phon-Amnuaisuk. Logical representation of musical concepts (for analysis and composition tasks using computers). In Proceedings of SMC’04 (Sound and Music Computing), pages 49–56, Paris, France, 2004a. October 22-25, 2004.
S. Phon-Amnuaisuk. Challenges and potentials in freehand music editing using pen and digital ink. In Music Network Open Workshop (co-located with WEDELMUSIC 2004 Conference), Universitat Pompeu Frabra, Barcelona, Spain, 2004b. September 15-16, 2004.
S. Phon-Amnuaisuk and K.S. Chee. Interactivities in music intelligent tutoring system. In Proceedings to the 5th International Conference on Advanced Learning Technology (ICALT2005), pages 519–520, Kaohsiung, Taiwan, 2005a. July, 8-9 2005.
S. Phon-Amnuaisuk and K.S. Chee. Reviewing interactivity issues in music tutoring system. In The Fifth Music Network Open Workshop: Integration of Music in Multimedia Applications, Universität für Musik und darstellende Kunst Wien, Vienna, Austria, 2005b. July 4-5, 2005.
S. Phon-Amnuaisuk and A. Smaill. Control search using rules, tests and measures (its applications in the harmonisation of Bach’s Chorales). In Proceedings of SMC’04 (Sound and Music Computing), pages 41–48, Paris, France, 2004. October 22-25, 2004.
S. Phon-Amnuaisuk and O.W. Tham. A computational model for intelligent tutoring systems that teach part writing skills. In Proceedings of ICMPC8 (the 8th International Conference on Music Perception and Cognition), Evanston, Illinois, USA, 2004. Evanston, Illinois, USA, August 3-7, 2004.
S. Phon-Amnuaisuk and G. Wiggins. The four-part harmonisation problem: A comparison between genetic algorithms and a rule-based system. In Proceedings of the AISB’99 Symposium on Musical Creativity, pages 28–34, Edinburgh, Scotland, 1999.
S. Phon-Amnuaisuk, A. Smaill, and G. Wiggins. A computational model for chorale harmonisation in the style of J.S. Bach. In Proceedings of ICMPC7 (the 7th International Conference on Music Perception and Cognition), pages 219–224, Sydney, Australia, 2002. ISBN 1876346396.
S. Phon-Amnuaisuk, K. Rezahanjani, H. Reza-Momeni, and K.C. Khor. Virtual musical instruments: Air drum. In Proceedings of the 6th International Conference on Information Technology in Asia 2009 (CITA 2009): Towards Human-Centered Computing, 2009. July 6-9, 2009.
Y.C. Phung, S. Phon-Amnuaisuk, and R. Komiya. Integrating text mining and genetic algorithm for subject selection. In Proceedings of the International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering (CIS2E 08), 2008. Dec 5-13, 2008.
K. Ravi, R. Palaniappan, C. Eswaran, and Phon-Amnuaisuk S. Data encryption using event-related brain signals. In Proceedings of the International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007), pages 540–544. IEEE, 2007. ISBN 0-7695-3050-8. Volume 1.
S. Sophea and S. Phon-Amnuaisuk. Determining a suitable desired factors for nonnegative matrix factorization for polyphonic music transcription. In Proceedings of International Symposium on Information Technology Convergence (ISITC 2007), pages 166–170, 2007a. ISBN 0-7695-3045-1. 23-24 November 2007.
S. Sophea and S. Phon-Amnuaisuk. Effects of time and frequency resolution on nonnegative matrix factorization. In Proceedings of International Symposium on Information Technology Convergence (ISITC 2007), pages 203–207, 2007b. ISBN 0-7695-3045-1. 23-24 November 2007.
S. Sophea and S.Phon-Amnuaisuk. Enhance polyphonic music transcription with NMF. In Proceedings of MMU International Symposium on Information and Communications Technology (M2USIC 2006), Kuala Lumpur, Malaysia, 2006. November, 16-17 2006.
H.J. Tai, C.K. Ho, H.H. Ong, and S. Phon-Amnuaisuk. Modeling ATE test programs using hypergraph: An experimental study. In Proceedings of the 33nd International Electronics Manufacturing Technology Symposium (IEMT 2008), 2008. November 4-6, 2008.
H.J. Tai, C.K. Ho, H.H. Ong, S. Phon-Amnuaisuk, and S.B. Thum. Modeling test flows of automated test equipment test program using simple graph. In Proceedings of the Tenth IEEE Workshop on RTL and High Level Testing (WRTLT’09), 2009. November 27-28, 2009.
Y.J. Teh, C.Y. Ting, and S. Phon-Amnuaisuk. Establishing a probabilistic model for cognitive learning style. In Proceedings to the 13th International Conference on Computers in Education (ICCE2005), pages 468–475, The National Institute of Education, Nanyang Technological University, 2005b. November 28 - December 2, 2005.
C.Y. Ting and S. Phon-Amnuaisuk. Constructing a Bayesian learner model for INQPRO. In Proceedings of the 6th International Conference on Information Technology in Asia 2009 (CITA 2009): Towards Human-Centered Computing, 2009d. July 6-9, 2009.
C.Y. Ting and Phon-Amnuaisuk S. Intervening vs. non-intervening actions for INQPRO’s dynamic learner model. In ACST’08: Proceedings of the Fourth IASTED International Conference on Advances in Computer Science and Technology, pages 400–405, Anaheim, CA, USA, 2008. ACTA Press. ISBN 978-0-88986-730-7. April 2-4, 2008.
C.Y. Ting, K.C. Khor, and S. Phon-Amnuaisuk. Features and Bayesian network model of conceptual change for INQPRO. In Proceedings of the 2nd International Conference on Knowledge Discovery (ICKD 2010), volume ICCEA, 2, pages 305–309, 200. March 19 - 21, 2010.
C.Y. Ting, K.C. Khor, and S. Phon-Amnuaisuk. Forming an optimal feature set for classifying network intrusions involving multiple feature selection methods. In Proceedings of International Conference on Information Retrieval and Knowledge Management (CAMP’10), 2010a. Mach 16-18, 2010.
C.Y. Ting, K.C. Khor, and S. Phon-Amnuaisuk. Feature extraction and model construction for predicting scientific inquiry skills acquisition. In Proceedings of International Conference on Information Retrieval and Knowledge Management (CAMP’10), 2010b. Mach 16-18, 2010.
S.H. Yan and S. Phon-Amnuaisuk. A case study of meanshift in image segmentation. In Proceedings of MMU International Symposium on Information and Communications Technology (M2USIC 2004), Kuala Lumpur, Malaysia, 2004. ISBN 983-43160-0-3. October 7-8, 2004.
S.H. Yan and S. Phon-Amnuaisuk. Extracting individual objects using color and spatial domain by mean shift and region growing. In Proceedings of MMU International Symposium on Information and Communications Technology (M2USIC 2005), Kuala Lumpur, Malaysia, 2005. November, 24-25 2005.
M. Zaker, S. Phon-Amnuaisuk, and Haw S.C. Optimizing data warehouse designs by hierarchical denormalizing. In The 8th WSEAS International Conference on Applied Computer Science (ACS’08), 2008a. November 21-23, 2008.
M. Zaker, S. Phon-Amnuaisuk, and Haw S.C. Investigating design choices between bitmap index and B-tree index for a large data warehouse system. In The 8th WSEAS International Conference on Applied Computer Science (ACS’08), 2008b. November 21- 23, 2008.