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Viewing Publication 1 - 81 from 81

2024

Predicting Estimated Time of Arrival Using Boosting ModelsSay Hong Kam, Yung-Wey Chong, Noor Farizah Ibrahim, Sye Loong Keoh, Somnuk Phon-Amnuaisuk, Sharul Kamal Abdul Rahim. icaiic 2024: 467-472 [doi]

2021

Learning Robot Arm Controls Using Augmented Random Search in Simulated EnvironmentsSomnuk Phon-Amnuaisuk, Peter David Shannon, Saiful Omar. miwai 2021: 118-128 [doi]

Cartpole Problem with PDL and GP Using Multi-objective Fitness Functions Differing in a Priori KnowledgePeter David Shannon, Chrystopher L. Nehaniv, Somnuk Phon-Amnuaisuk. miwai 2021: 106-117 [doi]

2020

2019

2017

2016

2015

Low Cost Parking Space Management SystemAzhan Ahmad, Somnuk Phon-Amnuaisuk. ies2 2016: 385-393 [doi]

Tracking and Identifying a Changing Appearance TargetSomnuk Phon-Amnuaisuk, Azhan Ahmad. miwai 2015: 245-252 [doi]

Evolving and Discovering Tetris Gameplay StrategiesSomnuk Phon-Amnuaisuk. kes 2014: 458-467 [doi]

Exploring Swarm-Based Visual EffectsSomnuk Phon-Amnuaisuk, Ramaswamy Palaniappan. ies2 2016: 333-341 [doi]

Mathematics Wall: Enriching Mathematics Education Through AISomnuk Phon-Amnuaisuk, Saiful Omar, Thien-Wan Au, Rudy Ramlie. swarm 2015: 309-317 [doi]

Investigating a hybrid of Tone-Model and Particle Swarm Optimization techniques in transcribing polyphonic guitar soundSomnuk Phon-Amnuaisuk. asc, 29:211-220, 2015. [doi]

Quantifying aesthetic beauty through its dimensions: a case study on trochoidsNoor Deenina Haji Mohamed Salleh, Somnuk Phon-Amnuaisuk. ijkesdp, 5(1):51-64, 2015. [doi]

2014

2013

Transcribing Bach Chorales Using Particle Swarm OptimisationsSomnuk Phon-Amnuaisuk. swarm 2013: 192-199 [doi]

Handling a Dynamic Mixture of Sources in Blind Source Separation TasksSomnuk Phon-Amnuaisuk. taai 2013: 211-216 [doi]

2012

A cascaded classifier approach for improving detection rates on rare attack categories in network intrusion detectionKok-Chin Khor, Choo-Yee Ting, Somnuk Phon-Amnuaisuk. apin, 36(2):320-329, 2012. [doi]

Learning and Generating Folk Melodies Using MPF-Inspired Hierarchical Self-Organising MapsEdwin Hui Hean Law, Somnuk Phon-Amnuaisuk. seal 2012: 371-380 [doi]

Polyphonic Transcription: Exploring a Hybrid of Tone Models and Particle Swarm OptimisationSomnuk Phon-Amnuaisuk. evoW 2012: 211-222 [doi]

Transcribing Bach Chorales Limitations and Potentials of Non-Negative Matrix FactorisationSomnuk Phon-Amnuaisuk. ejasmp, 2012:11, 2012. [doi]

Controlling Generative Processes of Generative Art Somnuk Phon-Somnuk Phon-Amnuaisuk, Jirapat Panjapornpon. procedia, 13:43-52, 2012. [doi]

Properties of Bayesian student model for INQPROChoo-Yee Ting, Somnuk Phon-Amnuaisuk. apin, 36(2):391-406, 2012. [doi]

2011

Metaheuristic methods in hybrid flow shop scheduling problemFlorence Chiao Choong Mei, Somnuk Phon-Amnuaisuk, Mohammad Yusoff Alias. eswa, 38(9):10787-10793, 2011. [doi]

Learning Chasing Behaviours of Non-Player Characters in Games Using SARSASomnuk Phon-Amnuaisuk. evoW 2011: 133-142 [doi]

Data warehouse design on the basis of Hierarchical Degenerate Snowflake (HDS)Morteza Zaker, Norizan Binti Mohd. Yasin, Somnuk Phon-Amnuaisuk, Su-Cheng Haw. ijbidm, 6(2):154-183, 2011. [doi]

2010

Navigating a robotic swarm in an uncharted 2D landscapeAdham Atyabi, Somnuk Phon-Amnuaisuk, Chin Kuan Ho. asc, 10(1):149-169, 2010. [doi]

Applying Area Extension PSO in Robotic SwarmAdham Atyabi, Somnuk Phon-Amnuaisuk, Chin Kuan Ho. jirs, 58(3-4):253-285, 2010. [doi]

Using Rotation Forest for Protein Fold Prediction Problem: An Empirical StudyAbdollah Dehzangi, Somnuk Phon-Amnuaisuk, Mahmoud Manafi, Soodabeh Safa. evoW 2010: 217-227 [doi]

Using Random Forest for Protein Fold Prediction Problem: An Empirical StudyAbdollah Dehzangi, Somnuk Phon-Amnuaisuk, Omid Dehzangi. jise, 26(6):1941-1956, 2010. [doi]

Defining Variability in DSS: An Intelligent Method for Knowledge Representation and ValidationAbdelrahman Osman Elfaki, Saravanan Muthaiyah, Ibrahim H. M. Magboul, Somnuk Phon-Amnuaisuk, Chin Kuan Ho. hicss 2010: 1-9 [doi]

An Interactive Method for Validating Stage ConfigurationAbdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho. jsea, 3(6):614-627, 2010. [doi]

A comparison of HMM, Naïve Bayesian, and Markov model in exploiting knowledge content in digital ink: A case study on handwritten music notation recognitionKian Chin Lee, Somnuk Phon-Amnuaisuk, Choo-Yee Ting. icmcs 2010: 292-297 [doi]

Optimal dynamic decision network model for scientific inquiry learning environmentChoo-Yee Ting, Somnuk Phon-Amnuaisuk. apin, 33(3):387-406, 2010. [doi]

2009

Protein Fold Prediction Problem Using Ensemble of ClassifiersAbdollah Dehzangi, Somnuk Phon-Amnuaisuk, Keng Hoong Ng, Ehsan Mohandesi. iconip 2009: 503-511 [doi]

Enhancing Protein Fold Prediction Accuracy Using an Ensemble of Different ClassifiersAbdollah Dehzangi, Somnuk Phon-Amnuaisuk, Omid Dehzangi. ajiips, 10(4), 2009. [doi]

Modeling Variability in Software Product Line Using First Order LogicAbdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho. sera 2009: 227-233 [doi]

Investigating Inconsistency Detection as a Validation Operation in Software Product LineAbdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho. sera 2009: 159-168 [doi]

Using First Order Logic to Validate Feature ModelAbdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho. vamos 2009: 169-172 [doi]

A Review of Recent Alignment-Free Clustering Algorithms in Expressed Sequence TagKeng Hoong Ng, Somnuk Phon-Amnuaisuk, Chin Kuan Ho. socpar 2009: 25-30 [doi]

Generating Tonal Counterpoint Using Reinforcement LearningSomnuk Phon-Amnuaisuk. iconip 2009: 580-589 [doi]

Composing Using Heterogeneous Cellular AutomataSomnuk Phon-Amnuaisuk. evoW 2009: 547-556 [doi]

Learning Cooperative Behaviours in Multiagent Reinforcement LearningSomnuk Phon-Amnuaisuk. iconip 2009: 570-579 [doi]

Estimating HMM Parameters Using Particle Swarm OptimisationSomnuk Phon-Amnuaisuk. evoW 2009: 625-634 [doi]

Factors influencing the performance of Dynamic Decision Network for INQPROChoo-Yee Ting, Somnuk Phon-Amnuaisuk. ce, 52(4):762-780, 2009. [doi]

2008

Cooperative learning of homogeneous and heterogeneous particles in Area Extension PSOAdham Atyabi, Somnuk Phon-Amnuaisuk, Chin Kuan Ho. cec 2008: 3889-3896 [doi]

Data Mining Application in Higher Learning InstitutionsNaeimeh Delavari, Somnuk Phon-Amnuaisuk, M. Reza Beikzadeh. iie, 7(1):31-54, 2008. [doi]

Knowledge Based Method to Validate Feature ModelsAbdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho. SPLC 2008: 217-225

Regular Languages up to Star Height 1 and the Difference Shrinking Acceptance ProbabilityMichael Hartwig, Somnuk Phon-Amnuaisuk. tmfcs 2008: 41-48

A Probabilistic Approach for Network Intrusion DetectionKok-Chin Khor, Choo-Yee Ting, Somnuk Phon-Amnuaisuk. asiams 2008: 463-468 [doi]

Towards Music Fitness Evaluation with the Hierarchical SOMEdwin Hui Hean Law, Somnuk Phon-Amnuaisuk. evoW 2008: 443-452 [doi]

Adaptive GA: An essential ingredient in high-level synthesisFlorence Chiao Choong Mei, Somnuk Phon-Amnuaisuk, Mohammad Yusoff Alias, Pang Wai Leong. cec 2008: 3837-3844 [doi]

Classify Event-Related Motor Potentials of Cued Motor ActionsSomnuk Phon-Amnuaisuk. iconip 2009: 232-239 [doi]

Event-Related Desynchronisation/Synchronisation of Spontaneous Motor ActionsSomnuk Phon-Amnuaisuk. iconip 2009: 153-160 [doi]

Integrating Text Mining and Genetic Algorithm for Subject SelectionY. C. Phung, Somnuk Phon-Amnuaisuk, R. Komiya. cisse 2010: 37-41 [doi]

Modeling and Intervening Across Time in Scientific Inquiry Exploratory Learning EnvironmentChoo-Yee Ting, Somnuk Phon-Amnuaisuk, Yen-Kuan Chong. ETS, 11(3):239-258, 2008. [doi]

2007

Effects of Communication Range, Noise and Help Request Signal on Particle Swarm Optimization with Area Extension (AEPSO)Adham Atyabi, Somnuk Phon-Amnuaisuk, Chin Kuan Ho. iat 2007: 85-88 [doi]

Particle swarm optimization with area extension (AEPSO)Adham Atyabi, Somnuk Phon-Amnuaisuk. cec 2007: 1970-1976 [doi]

Evolving Music Generation with SOM-Fitness Genetic ProgrammingSomnuk Phon-Amnuaisuk, Edwin Hui Hean Law, Chin Kuan Ho. evoW 2007: 557-566 [doi]

2005

Intelligent Learning Environment: Building Hybrid System from Standard Application and Web ApplicationKeh-Siong Chee, Somnuk Phon-Amnuaisuk. icalt 2005: 506-510 [doi]

Interactivities in Music Intelligent Tutoring SystemSomnuk Phon-Amnuaisuk, Keh-Siong Chee. icalt 2005: 519-520 [doi]

Affective Music Processing: ChallengesSomnuk Phon-Amnuaisuk. acii 2005: 923-930 [doi]

Establishing a Probabilistic Model for Cognitive Learning StyleYoke-Jin Teh, Choo-Yee Ting, Somnuk Phon-Amnuaisuk. ICCE 2005: 468-475

2002

Control Language for Harmonisation ProcessSomnuk Phon-Amnuaisuk. icmai 2002: 155-167 [doi]

1999

Evolving Musical HarmonisationSomnuk Phon-Amnuaisuk, Andrew Tuson, Geraint A. Wiggins. icannga 1999: 229-234 [doi]

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