Somnuk Phon-Amnuaisuk

90 papers A 1B 7C 6Journal 22Unranked 52

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Predicting Estimated Time of Arrival Using Boosting Models. ICAIIC Say Hong Kam, Yung-Wey Chong, Noor Farizah Ibrahim, Sye Loong Keoh, Somnuk Phon-Amnuaisuk, Sharul Kamal Abdul Rahim
2024	J	`jnl`	Transformer-based Neuro-Animator for Qualitative Simulation of Soft Body Movement. CoRR Somnuk Phon-Amnuaisuk
2022	J	`jnl`	Exploring Graph Representation of Chorales. CoRR Somnuk Phon-Amnuaisuk
2022	J	`jnl`	Visual-based Positioning and Pose Estimation. CoRR Somnuk Phon-Amnuaisuk, Ken T. Murata, La-or Kovavisaruch, Tiong-Hoo Lim, Praphan Pavarangkoon, Takamichi Mizuhara
2021	—	`conf`	Cartpole Problem with PDL and GP Using Multi-objective Fitness Functions Differing in a Priori Knowledge. MIWAI Peter David Shannon, Chrystopher L. Nehaniv, Somnuk Phon-Amnuaisuk
2021	—	`conf`	Learning Robot Arm Controls Using Augmented Random Search in Simulated Environments. MIWAI Somnuk Phon-Amnuaisuk, Peter David Shannon, Saiful Omar
2020	—	`conf`	Exploring Spatiotemporal Features for Activity Classifications in Films. ICONIP (4) Somnuk Phon-Amnuaisuk, Shiqah Hadi, Saiful Omar
2020	—	`conf`	Object Detection, Classification and Counting for Analysis of Visual Events. GCCE Myint Myint Sein, Khaing Suu Htet, Ken T. Murata, Somnuk Phon-Amnuaisuk
2020	—	`conf`	Semantic Instance Segmentation in a 3D Traffic Scene Reconstruction task. SICE Shiqah Hadi, Somnuk Phon-Amnuaisuk, Soon-Jiann Tan
2020	—	`conf`	Visual-Based Positioning and Pose Estimation. ICONIP (4) Somnuk Phon-Amnuaisuk, Ken T. Murata, La-or Kovavisaruch, Tiong-Hoo Lim, Praphan Pavarangkoon, Takamichi Mizuhara
2019	—	`conf`	A Programming Environment for Visual IoT on Raspberry Pi. DASC/PiCom/DataCom/CyberSciTech Ken T. Murata, Praphan Pavarangkoon, Somnuk Phon-Amnuaisuk, Takamichi Mizuhara, Kazunori Yamamoto, Kazuya Muranaga, Toshiki Aoki
2019	—	`conf`	Children Activity Descriptions from Visual and Textual Associations. MIWAI Somnuk Phon-Amnuaisuk, Ken T. Murata, Praphan Pavarangkoon, Takamichi Mizuhara, Shiqah Hadi
2019	—	`conf`	Discovering Strategy in Navigation Problem. DMBD Nurulhidayati Haji Mohd Sani, Somnuk Phon-Amnuaisuk, Thien-Wan Au
2019	—	`conf`	Exploring Music21 and Gensim for Music Data Analysis and Visualization. DMBD Somnuk Phon-Amnuaisuk
2019	J	`jnl`	Image Synthesis and Style Transfer. CoRR Somnuk Phon-Amnuaisuk
2018	J	`jnl`	Exploring the Applications of Faster R-CNN and Single-Shot Multi-box Detection in a Smart Nursery Domain. CoRR Somnuk Phon-Amnuaisuk, Ken T. Murata, Praphan Pavarangkoon, Kazunori Yamamoto, Takamichi Mizuhara
2018	J	`jnl`	Learning to Play Pong using Policy Gradient Learning. CoRR Somnuk Phon-Amnuaisuk
2017	—	`conf`	A Knowledge-Based Framework for Mitigating Hydro-Meteorological Disasters. DMBD Pg. Hj. Asmali Pg. Badarudin, Thien-Wan Au, Somnuk Phon-Amnuaisuk
2017	—	`conf`	Enhancing Exploration and Exploitation of NSGA-II with GP and PDL. ICSI (1) Peter David Shannon, Chrystopher L. Nehaniv, Somnuk Phon-Amnuaisuk
2017	—	`conf`	Evolving 3D Models Using Interactive Genetic Algorithms and L-Systems. MIWAI Mariatul Kiptiah binti Ariffin, Shiqah Hadi, Somnuk Phon-Amnuaisuk
2017	—	`ed.`	Multi-disciplinary Trends in Artificial Intelligence - 11th International Workshop, MIWAI 2017, Gadong, Brunei, November 20-22, 2017, Proceedings MIWAI Somnuk Phon-Amnuaisuk, Swee-Peng Ang, Soo-Young Lee
2017	—	`conf`	What Does a Policy Network Learn After Mastering a Pong Game? MIWAI Somnuk Phon-Amnuaisuk
2016	—	`conf`	Classification of Distorted Handwritten Digits by Swarming an Affine Transform Space. ICSI (2) Somnuk Phon-Amnuaisuk, Soo-Young Lee
2016	—	`conf`	Crowd Simulation in 3D Virtual Environments. MIWAI Somnuk Phon-Amnuaisuk, Ahmad Rafi, Thien-Wan Au, Saiful Omar, Nyuk Hiong Voon
2016	C	`ed.`	Intelligent and Evolutionary Systems - The 19th Asia Pacific Symposium, IES 2015, Bangkok, Thailand, November 2015, Proceedings IES Kittichai Lavangnananda, Somnuk Phon-Amnuaisuk, Worrawat Engchuan, Jonathan H. Chan
2016	—	`conf`	Investigating a Dictionary-Based Non-negative Matrix Factorization in Superimposed Digits Classification Tasks. ICONIP (3) Somnuk Phon-Amnuaisuk, Soo-Young Lee
2016	—	`conf`	Learning to Navigate in a 3D Environment. MIWAI Nurulhidayati Haji Mohd Sani, Somnuk Phon-Amnuaisuk, Thien-Wan Au, Ee-Leng Tan
2015	—	`ed.`	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 INNS-CIIS Somnuk Phon-Amnuaisuk, Thien-Wan Au
2015	B	`conf`	Evolving and Discovering Tetris Gameplay Strategies. KES Somnuk Phon-Amnuaisuk
2015	C	`conf`	Exploring Swarm-Based Visual Effects. IES Somnuk Phon-Amnuaisuk, Ramaswamy Palaniappan
2015	J	`jnl`	Investigating a hybrid of Tone-Model and Particle Swarm Optimization techniques in transcribing polyphonic guitar sound. Appl. Soft Comput. Somnuk Phon-Amnuaisuk
2015	C	`conf`	Low Cost Parking Space Management System. IES Azhan Ahmad, Somnuk Phon-Amnuaisuk
2015	—	`conf`	Mathematics Wall: Enriching Mathematics Education Through AI. ICSI (3) Somnuk Phon-Amnuaisuk, Saiful Omar, Thien-Wan Au, Rudy Ramlie
2015	J	`jnl`	Quantifying aesthetic beauty through its dimensions: a case study on trochoids. Int. J. Knowl. Eng. Soft Data Paradigms Noor Deenina Haji Mohamed Salleh, Somnuk Phon-Amnuaisuk
2015	—	`conf`	Tracking and Identifying a Changing Appearance Target. MIWAI Somnuk Phon-Amnuaisuk, Azhan Ahmad
2014	—	`conf`	Beautiful Trochoids. INNS-CIIS Noor Deenina Hj Mohd Salleh, Somnuk Phon-Amnuaisuk
2014	—	`conf`	Emulating Pencil Sketches from 2D Images. SCDM Azhan Ahmad, Somnuk Phon-Amnuaisuk, Peter David Shannon
2014	—	`conf`	GA-Tetris Bot: Evolving a Better Tetris Gameplay Using Adaptive Evaluation Scheme. ICONIP (3) Somnuk Phon-Amnuaisuk
2014	—	`conf`	Learning to Play Tetris from Examples. INNS-CIIS Somnuk Phon-Amnuaisuk
2014	—	`conf`	The Effectiveness of Sampling Methods for the Imbalanced Network Intrusion Detection Data Set. SCDM Kok-Chin Khor, Choo-Yee Ting, Somnuk Phon-Amnuaisuk
2013	—	`conf`	Handling a Dynamic Mixture of Sources in Blind Source Separation Tasks. TAAI Somnuk Phon-Amnuaisuk
2013	—	`conf`	Transcribing Bach Chorales Using Particle Swarm Optimisations. ICSI (1) Somnuk Phon-Amnuaisuk
2012	J	`jnl`	A cascaded classifier approach for improving detection rates on rare attack categories in network intrusion detection. Appl. Intell. Kok-Chin Khor, Choo-Yee Ting, Somnuk Phon-Amnuaisuk
2012	—	`conf`	Controlling Generative Processes of Generative Art Somnuk Phon-. INNS-WC Somnuk Phon-Amnuaisuk, Jirapat Panjapornpon
2012	—	`conf`	Learning and Generating Folk Melodies Using MPF-Inspired Hierarchical Self-Organising Maps. SEAL Edwin Hui Hean Law, Somnuk Phon-Amnuaisuk
2012	C	`conf`	Polyphonic Transcription: Exploring a Hybrid of Tone Models and Particle Swarm Optimisation. EvoMUSART Somnuk Phon-Amnuaisuk
2012	J	`jnl`	Properties of Bayesian student model for INQPRO. Appl. Intell. Choo-Yee Ting, Somnuk Phon-Amnuaisuk
2012	J	`jnl`	Transcribing Bach Chorales Limitations and Potentials of Non-Negative Matrix Factorisation. EURASIP J. Audio Speech Music. Process. Somnuk Phon-Amnuaisuk
2011	J	`jnl`	Data warehouse design on the basis of Hierarchical Degenerate Snowflake (HDS). Int. J. Bus. Intell. Data Min. Morteza Zaker, Norizan Binti Mohd. Yasin, Somnuk Phon-Amnuaisuk, Su-Cheng Haw
2011	—	`conf`	Learning Chasing Behaviours of Non-Player Characters in Games Using SARSA. EvoApplications (1) Somnuk Phon-Amnuaisuk
2011	J	`jnl`	Metaheuristic methods in hybrid flow shop scheduling problem. Expert Syst. Appl. Florence Chiao Choong Mei, Somnuk Phon-Amnuaisuk, Mohammad Yusoff Alias
2010	A	`conf`	A comparison of HMM, Naïve Bayesian, and Markov model in exploiting knowledge content in digital ink: A case study on handwritten music notation recognition. ICME Kian Chin Lee, Somnuk Phon-Amnuaisuk, Choo-Yee Ting
2010	J	`jnl`	An Interactive Method for Validating Stage Configuration. J. Softw. Eng. Appl. Abdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
2010	J	`jnl`	Applying Area Extension PSO in Robotic Swarm. J. Intell. Robotic Syst. Adham Atyabi, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
2010	—	`conf`	Defining Variability in DSS: An Intelligent Method for Knowledge Representation and Validation. HICSS Abdelrahman Osman Elfaki, Saravanan Muthaiyah, Ibrahim H. M. Magboul, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
2010	J	`jnl`	Navigating a robotic swarm in an uncharted 2D landscape. Appl. Soft Comput. Adham Atyabi, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
2010	J	`jnl`	Optimal dynamic decision network model for scientific inquiry learning environment. Appl. Intell. Choo-Yee Ting, Somnuk Phon-Amnuaisuk
2010	J	`jnl`	Using Random Forest for Protein Fold Prediction Problem: An Empirical Study. J. Inf. Sci. Eng. Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Omid Dehzangi
2010	—	`conf`	Using Rotation Forest for Protein Fold Prediction Problem: An Empirical Study. EvoBIO Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Mahmoud Manafi, Soodabeh Safa
2009	—	`conf`	A Review of Recent Alignment-Free Clustering Algorithms in Expressed Sequence Tag. SoCPaR Keng Hoong Ng, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
2009	—	`conf`	Composing Using Heterogeneous Cellular Automata. EvoWorkshops Somnuk Phon-Amnuaisuk
2009	J	`jnl`	Enhancing Protein Fold Prediction Accuracy Using an Ensemble of Different Classifiers. Aust. J. Intell. Inf. Process. Syst. Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Omid Dehzangi
2009	—	`conf`	Estimating HMM Parameters Using Particle Swarm Optimisation. EvoWorkshops Somnuk Phon-Amnuaisuk
2009	J	`jnl`	Factors influencing the performance of Dynamic Decision Network for INQPRO. Comput. Educ. Choo-Yee Ting, Somnuk Phon-Amnuaisuk
2009	—	`conf`	Generating Tonal Counterpoint Using Reinforcement Learning. ICONIP (1) Somnuk Phon-Amnuaisuk
2009	—	`conf`	Investigating Inconsistency Detection as a Validation Operation in Software Product Line. SERA (selected papers) Abdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
2009	—	`conf`	Learning Cooperative Behaviours in Multiagent Reinforcement Learning. ICONIP (1) Somnuk Phon-Amnuaisuk
2009	C	`conf`	Modeling Variability in Software Product Line Using First Order Logic. SERA Abdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
2009	—	`conf`	Protein Fold Prediction Problem Using Ensemble of Classifiers. ICONIP (2) Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Keng Hoong Ng, Ehsan Mohandesi
2009	—	`conf`	Using First Order Logic to Validate Feature Model. VaMoS Abdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
2008	—	`conf`	A Probabilistic Approach for Network Intrusion Detection. Asia International Conference on Modelling and Simulation Kok-Chin Khor, Choo-Yee Ting, Somnuk Phon-Amnuaisuk
2008	B	`conf`	Adaptive GA: An essential ingredient in high-level synthesis. IEEE Congress on Evolutionary Computation Florence Chiao Choong Mei, Somnuk Phon-Amnuaisuk, Mohammad Yusoff Alias, Pang Wai Leong
2008	—	`conf`	Classify Event-Related Motor Potentials of Cued Motor Actions. ICONIP (1) Somnuk Phon-Amnuaisuk
2008	B	`conf`	Cooperative learning of homogeneous and heterogeneous particles in Area Extension PSO. IEEE Congress on Evolutionary Computation Adham Atyabi, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
2008	J	`jnl`	Data Mining Application in Higher Learning Institutions. Informatics Educ. Naeimeh Delavari, Somnuk Phon-Amnuaisuk, M. Reza Beikzadeh
2008	—	`conf`	Event-Related Desynchronisation/Synchronisation of Spontaneous Motor Actions. ICONIP (1) Somnuk Phon-Amnuaisuk
2008	—	`conf`	Integrating Text Mining and Genetic Algorithm for Subject Selection. SCSS (1) Y. C. Phung, Somnuk Phon-Amnuaisuk, R. Komiya
2008	—	`conf`	Knowledge Based Method to Validate Feature Models. SPLC (2) Abdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
2008	J	`jnl`	Modeling and Intervening Across Time in Scientific Inquiry Exploratory Learning Environment. J. Educ. Technol. Soc. Choo-Yee Ting, Somnuk Phon-Amnuaisuk, Yen-Kuan Chong
2008	—	`conf`	Regular Languages up to Star Height 1 and the Difference Shrinking Acceptance Probability. TMFCS Michael Hartwig, Somnuk Phon-Amnuaisuk
2008	—	`conf`	Towards Music Fitness Evaluation with the Hierarchical SOM. EvoWorkshops Edwin Hui Hean Law, Somnuk Phon-Amnuaisuk
2007	—	`conf`	Effects of Communication Range, Noise and Help Request Signal on Particle Swarm Optimization with Area Extension (AEPSO). IAT Adham Atyabi, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
2007	—	`conf`	Evolving Music Generation with SOM-Fitness Genetic Programming. EvoWorkshops Somnuk Phon-Amnuaisuk, Edwin Hui Hean Law, Chin Kuan Ho
2007	B	`conf`	Particle swarm optimization with area extension (AEPSO). IEEE Congress on Evolutionary Computation Adham Atyabi, Somnuk Phon-Amnuaisuk
2005	B	`conf`	Affective Music Processing: Challenges. ACII Somnuk Phon-Amnuaisuk
2005	C	`conf`	Establishing a Probabilistic Model for Cognitive Learning Style. ICCE Yoke-Jin Teh, Choo-Yee Ting, Somnuk Phon-Amnuaisuk
2005	B	`conf`	Intelligent Learning Environment: Building Hybrid System from Standard Application and Web Application. ICALT Keh-Siong Chee, Somnuk Phon-Amnuaisuk
2005	B	`conf`	Interactivities in Music Intelligent Tutoring System. ICALT Somnuk Phon-Amnuaisuk, Keh-Siong Chee
2002	—	`conf`	Control Language for Harmonisation Process. ICMAI Somnuk Phon-Amnuaisuk
1999	—	`conf`	Evolving Musical Harmonisation. ICANNGA Somnuk Phon-Amnuaisuk, Andrew Tuson, Geraint A. Wiggins