Somnuk Phon-Amnuaisuk

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 31

Top Topics

Spatiotemporal Features

Handwritten Digits

Top Venues

Publications

Say Hong Kam, Yung-Wey Chong, Noor Farizah Ibrahim, Sye Loong Keoh, Somnuk Phon-Amnuaisuk, Sharul Kamal Abdul Rahim
Predicting Estimated Time of Arrival Using Boosting Models. ICAIIC (2024)
Somnuk Phon-Amnuaisuk
Exploring Graph Representation of Chorales. CoRR (2022)
Somnuk Phon-Amnuaisuk, Ken T. Murata, La-or Kovavisaruch, Tiong-Hoo Lim, Praphan Pavarangkoon, Takamichi Mizuhara
Visual-based Positioning and Pose Estimation. CoRR (2022)
Peter David Shannon, Chrystopher L. Nehaniv, Somnuk Phon-Amnuaisuk
Cartpole Problem with PDL and GP Using Multi-objective Fitness Functions Differing in a Priori Knowledge. MIWAI (2021)
Somnuk Phon-Amnuaisuk, Peter David Shannon, Saiful Omar
Learning Robot Arm Controls Using Augmented Random Search in Simulated Environments. MIWAI (2021)
Shiqah Hadi, Somnuk Phon-Amnuaisuk, Soon-Jiann Tan
Semantic Instance Segmentation in a 3D Traffic Scene Reconstruction task. SICE (2020)
Myint Myint Sein, Khaing Suu Htet, Ken T. Murata, Somnuk Phon-Amnuaisuk
Object Detection, Classification and Counting for Analysis of Visual Events. GCCE (2020)
Somnuk Phon-Amnuaisuk, Ken T. Murata, La-or Kovavisaruch, Tiong-Hoo Lim, Praphan Pavarangkoon, Takamichi Mizuhara
Visual-Based Positioning and Pose Estimation. ICONIP (4) (2020)
Somnuk Phon-Amnuaisuk, Shiqah Hadi, Saiful Omar
Exploring Spatiotemporal Features for Activity Classifications in Films. ICONIP (4) (2020)
Ken T. Murata, Praphan Pavarangkoon, Somnuk Phon-Amnuaisuk, Takamichi Mizuhara, Kazunori Yamamoto, Kazuya Muranaga, Toshiki Aoki
A Programming Environment for Visual IoT on Raspberry Pi. DASC/PiCom/DataCom/CyberSciTech (2019)
Somnuk Phon-Amnuaisuk
Image Synthesis and Style Transfer. CoRR (2019)
Nurulhidayati Haji Mohd Sani, Somnuk Phon-Amnuaisuk, Thien-Wan Au
Discovering Strategy in Navigation Problem. DMBD (2019)
Somnuk Phon-Amnuaisuk
Exploring Music21 and Gensim for Music Data Analysis and Visualization. DMBD (2019)
Somnuk Phon-Amnuaisuk, Ken T. Murata, Praphan Pavarangkoon, Takamichi Mizuhara, Shiqah Hadi
Children Activity Descriptions from Visual and Textual Associations. MIWAI (2019)
Somnuk Phon-Amnuaisuk, Ken T. Murata, Praphan Pavarangkoon, Kazunori Yamamoto, Takamichi Mizuhara
Exploring the Applications of Faster R-CNN and Single-Shot Multi-box Detection in a Smart Nursery Domain. CoRR (2018)
Somnuk Phon-Amnuaisuk
Learning to Play Pong using Policy Gradient Learning. CoRR (2018)
Peter David Shannon, Chrystopher L. Nehaniv, Somnuk Phon-Amnuaisuk
Enhancing Exploration and Exploitation of NSGA-II with GP and PDL. ICSI (1) (2017)
Somnuk Phon-Amnuaisuk
What Does a Policy Network Learn After Mastering a Pong Game? MIWAI (2017)
Mariatul Kiptiah binti Ariffin, Shiqah Hadi, Somnuk Phon-Amnuaisuk
Evolving 3D Models Using Interactive Genetic Algorithms and L-Systems. MIWAI (2017)
Pg. Hj. Asmali Pg. Badarudin, Thien-Wan Au, Somnuk Phon-Amnuaisuk
A Knowledge-Based Framework for Mitigating Hydro-Meteorological Disasters. DMBD (2017)
Somnuk Phon-Amnuaisuk, Soo-Young Lee
Classification of Distorted Handwritten Digits by Swarming an Affine Transform Space. ICSI (2) (2016)
Somnuk Phon-Amnuaisuk, Soo-Young Lee
Investigating a Dictionary-Based Non-negative Matrix Factorization in Superimposed Digits Classification Tasks. ICONIP (3) (2016)
Somnuk Phon-Amnuaisuk, Ahmad Rafi, Thien-Wan Au, Saiful Omar, Nyuk Hiong Voon
Crowd Simulation in 3D Virtual Environments. MIWAI (2016)
Nurulhidayati Haji Mohd Sani, Somnuk Phon-Amnuaisuk, Thien-Wan Au, Ee-Leng Tan
Learning to Navigate in a 3D Environment. MIWAI (2016)
Somnuk Phon-Amnuaisuk
Evolving and Discovering Tetris Gameplay Strategies. KES (2015)
Somnuk Phon-Amnuaisuk, Ramaswamy Palaniappan
Exploring Swarm-Based Visual Effects. IES (2015)
Somnuk Phon-Amnuaisuk
Investigating a hybrid of Tone-Model and Particle Swarm Optimization techniques in transcribing polyphonic guitar sound. Appl. Soft Comput. 29 (2015)
Azhan Ahmad, Somnuk Phon-Amnuaisuk
Low Cost Parking Space Management System. IES (2015)
Noor Deenina Haji Mohamed Salleh, Somnuk Phon-Amnuaisuk
Quantifying aesthetic beauty through its dimensions: a case study on trochoids. Int. J. Knowl. Eng. Soft Data Paradigms 5 (1) (2015)
Somnuk Phon-Amnuaisuk, Saiful Omar, Thien-Wan Au, Rudy Ramlie
Mathematics Wall: Enriching Mathematics Education Through AI. ICSI (3) (2015)
Somnuk Phon-Amnuaisuk, Azhan Ahmad
Tracking and Identifying a Changing Appearance Target. MIWAI (2015)
Azhan Ahmad, Somnuk Phon-Amnuaisuk, Peter David Shannon
Emulating Pencil Sketches from 2D Images. SCDM (2014)
Kok-Chin Khor, Choo-Yee Ting, Somnuk Phon-Amnuaisuk
The Effectiveness of Sampling Methods for the Imbalanced Network Intrusion Detection Data Set. SCDM (2014)
Somnuk Phon-Amnuaisuk
Learning to Play Tetris from Examples. INNS-CIIS (2014)
Somnuk Phon-Amnuaisuk
GA-Tetris Bot: Evolving a Better Tetris Gameplay Using Adaptive Evaluation Scheme. ICONIP (3) (2014)
Noor Deenina Hj Mohd Salleh, Somnuk Phon-Amnuaisuk
Beautiful Trochoids. INNS-CIIS (2014)
Somnuk Phon-Amnuaisuk
Transcribing Bach Chorales Using Particle Swarm Optimisations. ICSI (1) (2013)
Somnuk Phon-Amnuaisuk
Handling a Dynamic Mixture of Sources in Blind Source Separation Tasks. TAAI (2013)
Somnuk Phon-Amnuaisuk, Jirapat Panjapornpon
Controlling Generative Processes of Generative Art Somnuk Phon-. INNS-WC (2012)
Somnuk Phon-Amnuaisuk
Polyphonic Transcription: Exploring a Hybrid of Tone Models and Particle Swarm Optimisation. EvoMUSART (2012)
Edwin Hui Hean Law, Somnuk Phon-Amnuaisuk
Learning and Generating Folk Melodies Using MPF-Inspired Hierarchical Self-Organising Maps. SEAL (2012)
Choo-Yee Ting, Somnuk Phon-Amnuaisuk
Properties of Bayesian student model for INQPRO. Appl. Intell. 36 (2) (2012)
Kok-Chin Khor, Choo-Yee Ting, Somnuk Phon-Amnuaisuk
A cascaded classifier approach for improving detection rates on rare attack categories in network intrusion detection. Appl. Intell. 36 (2) (2012)
Somnuk Phon-Amnuaisuk
Transcribing Bach Chorales Limitations and Potentials of Non-Negative Matrix Factorisation. EURASIP J. Audio Speech Music. Process. 2012 (2012)
Florence Chiao Choong Mei, Somnuk Phon-Amnuaisuk, Mohammad Yusoff Alias
Metaheuristic methods in hybrid flow shop scheduling problem. Expert Syst. Appl. 38 (9) (2011)
Morteza Zaker, Norizan Binti Mohd. Yasin, Somnuk Phon-Amnuaisuk, Su-Cheng Haw
Data warehouse design on the basis of Hierarchical Degenerate Snowflake (HDS). Int. J. Bus. Intell. Data Min. 6 (2) (2011)
Somnuk Phon-Amnuaisuk
Learning Chasing Behaviours of Non-Player Characters in Games Using SARSA. EvoApplications (1) (2011)
Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Omid Dehzangi
Using Random Forest for Protein Fold Prediction Problem: An Empirical Study. J. Inf. Sci. Eng. 26 (6) (2010)
Kian Chin Lee, Somnuk Phon-Amnuaisuk, Choo-Yee 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. ICME (2010)
Adham Atyabi, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
Applying Area Extension PSO in Robotic Swarm. J. Intell. Robotic Syst. 58 (3-4) (2010)
Choo-Yee Ting, Somnuk Phon-Amnuaisuk
Optimal dynamic decision network model for scientific inquiry learning environment. Appl. Intell. 33 (3) (2010)
Adham Atyabi, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
Navigating a robotic swarm in an uncharted 2D landscape. Appl. Soft Comput. 10 (1) (2010)
Abdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
An Interactive Method for Validating Stage Configuration. J. Softw. Eng. Appl. 3 (6) (2010)
Abdelrahman Osman Elfaki, Saravanan Muthaiyah, Ibrahim H. M. Magboul, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
Defining Variability in DSS: An Intelligent Method for Knowledge Representation and Validation. HICSS (2010)
Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Mahmoud Manafi, Soodabeh Safa
Using Rotation Forest for Protein Fold Prediction Problem: An Empirical Study. EvoBIO (2010)
Keng Hoong Ng, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
A Review of Recent Alignment-Free Clustering Algorithms in Expressed Sequence Tag. SoCPaR (2009)
Abdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
Modeling Variability in Software Product Line Using First Order Logic. SERA (2009)
Somnuk Phon-Amnuaisuk
Learning Cooperative Behaviours in Multiagent Reinforcement Learning. ICONIP (1) (2009)
Abdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
Investigating Inconsistency Detection as a Validation Operation in Software Product Line. SERA (selected papers) (2009)
Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Keng Hoong Ng, Ehsan Mohandesi
Protein Fold Prediction Problem Using Ensemble of Classifiers. ICONIP (2) (2009)
Somnuk Phon-Amnuaisuk
Estimating HMM Parameters Using Particle Swarm Optimisation. EvoWorkshops (2009)
Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Omid Dehzangi
Enhancing Protein Fold Prediction Accuracy Using an Ensemble of Different Classifiers. Aust. J. Intell. Inf. Process. Syst. 10 (4) (2009)
Somnuk Phon-Amnuaisuk
Generating Tonal Counterpoint Using Reinforcement Learning. ICONIP (1) (2009)
Choo-Yee Ting, Somnuk Phon-Amnuaisuk
Factors influencing the performance of Dynamic Decision Network for INQPRO. Comput. Educ. 52 (4) (2009)
Abdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
Using First Order Logic to Validate Feature Model. VaMoS (2009)
Somnuk Phon-Amnuaisuk
Composing Using Heterogeneous Cellular Automata. EvoWorkshops (2009)
Somnuk Phon-Amnuaisuk
Classify Event-Related Motor Potentials of Cued Motor Actions. ICONIP (1) (2008)
Y. C. Phung, Somnuk Phon-Amnuaisuk, R. Komiya
Integrating Text Mining and Genetic Algorithm for Subject Selection. SCSS (1) (2008)
Adham Atyabi, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
Cooperative learning of homogeneous and heterogeneous particles in Area Extension PSO. IEEE Congress on Evolutionary Computation (2008)
Somnuk Phon-Amnuaisuk
Event-Related Desynchronisation/Synchronisation of Spontaneous Motor Actions. ICONIP (1) (2008)
Florence Chiao Choong Mei, Somnuk Phon-Amnuaisuk, Mohammad Yusoff Alias, Pang Wai Leong
Adaptive GA: An essential ingredient in high-level synthesis. IEEE Congress on Evolutionary Computation (2008)
Michael Hartwig, Somnuk Phon-Amnuaisuk
Regular Languages up to Star Height 1 and the Difference Shrinking Acceptance Probability. TMFCS (2008)
Edwin Hui Hean Law, Somnuk Phon-Amnuaisuk
Towards Music Fitness Evaluation with the Hierarchical SOM. EvoWorkshops (2008)
Kok-Chin Khor, Choo-Yee Ting, Somnuk Phon-Amnuaisuk
A Probabilistic Approach for Network Intrusion Detection. Asia International Conference on Modelling and Simulation (2008)
Naeimeh Delavari, Somnuk Phon-Amnuaisuk, M. Reza Beikzadeh
Data Mining Application in Higher Learning Institutions. Informatics Educ. 7 (1) (2008)
Abdelrahman Osman Elfaki, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
Knowledge Based Method to Validate Feature Models. SPLC (2) (2008)
Choo-Yee Ting, Somnuk Phon-Amnuaisuk, Yen-Kuan Chong
Modeling and Intervening Across Time in Scientific Inquiry Exploratory Learning Environment. J. Educ. Technol. Soc. 11 (3) (2008)
Adham Atyabi, Somnuk Phon-Amnuaisuk, Chin Kuan Ho
Effects of Communication Range, Noise and Help Request Signal on Particle Swarm Optimization with Area Extension (AEPSO). IAT (2007)
Adham Atyabi, Somnuk Phon-Amnuaisuk
Particle swarm optimization with area extension (AEPSO). IEEE Congress on Evolutionary Computation (2007)
Somnuk Phon-Amnuaisuk, Edwin Hui Hean Law, Chin Kuan Ho
Evolving Music Generation with SOM-Fitness Genetic Programming. EvoWorkshops (2007)
Somnuk Phon-Amnuaisuk, Keh-Siong Chee
Interactivities in Music Intelligent Tutoring System. ICALT (2005)
Somnuk Phon-Amnuaisuk
Affective Music Processing: Challenges. ACII (2005)
Yoke-Jin Teh, Choo-Yee Ting, Somnuk Phon-Amnuaisuk
Establishing a Probabilistic Model for Cognitive Learning Style. ICCE (2005)
Keh-Siong Chee, Somnuk Phon-Amnuaisuk
Intelligent Learning Environment: Building Hybrid System from Standard Application and Web Application. ICALT (2005)
Somnuk Phon-Amnuaisuk
Control Language for Harmonisation Process. ICMAI (2002)
Somnuk Phon-Amnuaisuk, Andrew Tuson, Geraint A. Wiggins
Evolving Musical Harmonisation. ICANNGA (1999)