Somnuk Phon-Amnuaisuk

Orcid: 0000-0003-2130-185X

According to our database1, Somnuk Phon-Amnuaisuk authored at least 86 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Transformer-based Neuro-Animator for Qualitative Simulation of Soft Body Movement.
CoRR, 2024

Predicting Estimated Time of Arrival Using Boosting Models.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024

2022
Exploring Graph Representation of Chorales.
CoRR, 2022

2021
Cartpole Problem with PDL and GP Using Multi-objective Fitness Functions Differing in a Priori Knowledge.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2021

Learning Robot Arm Controls Using Augmented Random Search in Simulated Environments.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2021

2020
Semantic Instance Segmentation in a 3D Traffic Scene Reconstruction task.
Proceedings of the 59th Annual Conference of the Society of Instrument and Control Engineers of Japan, 2020

Visual-Based Positioning and Pose Estimation.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Exploring Spatiotemporal Features for Activity Classifications in Films.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Object Detection, Classification and Counting for Analysis of Visual Events.
Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

2019
Image Synthesis and Style Transfer.
CoRR, 2019

Children Activity Descriptions from Visual and Textual Associations.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2019

Discovering Strategy in Navigation Problem.
Proceedings of the Data Mining and Big Data - 4th International Conference, 2019

Exploring Music21 and Gensim for Music Data Analysis and Visualization.
Proceedings of the Data Mining and Big Data - 4th International Conference, 2019

A Programming Environment for Visual IoT on Raspberry Pi.
Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

2018
Exploring the Applications of Faster R-CNN and Single-Shot Multi-box Detection in a Smart Nursery Domain.
CoRR, 2018

Learning to Play Pong using Policy Gradient Learning.
CoRR, 2018

2017
Enhancing Exploration and Exploitation of NSGA-II with GP and PDL.
Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017

What Does a Policy Network Learn After Mastering a Pong Game?
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2017

Evolving 3D Models Using Interactive Genetic Algorithms and L-Systems.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2017

A Knowledge-Based Framework for Mitigating Hydro-Meteorological Disasters.
Proceedings of the Data Mining and Big Data - Second International Conference, 2017

2016
Classification of Distorted Handwritten Digits by Swarming an Affine Transform Space.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Learning to Navigate in a 3D Environment.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2016

Crowd Simulation in 3D Virtual Environments.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2016

Investigating a Dictionary-Based Non-negative Matrix Factorization in Superimposed Digits Classification Tasks.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015
Quantifying aesthetic beauty through its dimensions: a case study on trochoids.
Int. J. Knowl. Eng. Soft Data Paradigms, 2015

Investigating a hybrid of Tone-Model and Particle Swarm Optimization techniques in transcribing polyphonic guitar sound.
Appl. Soft Comput., 2015

Mathematics Wall: Enriching Mathematics Education Through AI.
Proceedings of the Advances in Swarm and Computational Intelligence, 2015

Tracking and Identifying a Changing Appearance Target.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2015

Evolving and Discovering Tetris Gameplay Strategies.
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Exploring Swarm-Based Visual Effects.
Proceedings of the Intelligent and Evolutionary Systems - The 19th Asia Pacific Symposium, 2015

Low Cost Parking Space Management System.
Proceedings of the Intelligent and Evolutionary Systems - The 19th Asia Pacific Symposium, 2015

2014
The Effectiveness of Sampling Methods for the Imbalanced Network Intrusion Detection Data Set.
Proceedings of the Recent Advances on Soft Computing and Data Mining, 2014

Emulating Pencil Sketches from 2D Images.
Proceedings of the Recent Advances on Soft Computing and Data Mining, 2014

Beautiful Trochoids.
Proceedings of the Computational Intelligence in Information Systems, 2014

Learning to Play Tetris from Examples.
Proceedings of the Computational Intelligence in Information Systems, 2014

GA-Tetris Bot: Evolving a Better Tetris Gameplay Using Adaptive Evaluation Scheme.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

2013
Handling a Dynamic Mixture of Sources in Blind Source Separation Tasks.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2013

Transcribing Bach Chorales Using Particle Swarm Optimisations.
Proceedings of the Advances in Swarm Intelligence, 4th International Conference, 2013

2012
Controlling Generative Processes of Generative Art Somnuk Phon-.
Proceedings of the 3rd International Neural Network Society Winter Conference, 2012

Transcribing Bach Chorales Limitations and Potentials of Non-Negative Matrix Factorisation.
EURASIP J. Audio Speech Music. Process., 2012

Properties of Bayesian student model for INQPRO.
Appl. Intell., 2012

A cascaded classifier approach for improving detection rates on rare attack categories in network intrusion detection.
Appl. Intell., 2012

Learning and Generating Folk Melodies Using MPF-Inspired Hierarchical Self-Organising Maps.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Polyphonic Transcription: Exploring a Hybrid of Tone Models and Particle Swarm Optimisation.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

2011
Data warehouse design on the basis of Hierarchical Degenerate Snowflake (HDS).
Int. J. Bus. Intell. Data Min., 2011

Metaheuristic methods in hybrid flow shop scheduling problem.
Expert Syst. Appl., 2011

Learning Chasing Behaviours of Non-Player Characters in Games Using SARSA.
Proceedings of the Applications of Evolutionary Computation, 2011

2010
An Interactive Method for Validating Stage Configuration.
J. Softw. Eng. Appl., 2010

Using Random Forest for Protein Fold Prediction Problem: An Empirical Study.
J. Inf. Sci. Eng., 2010

Applying Area Extension PSO in Robotic Swarm.
J. Intell. Robotic Syst., 2010

Navigating a robotic swarm in an uncharted 2D landscape.
Appl. Soft Comput., 2010

Optimal dynamic decision network model for scientific inquiry learning environment.
Appl. Intell., 2010

A comparison of HMM, Naïve Bayesian, and Markov model in exploiting knowledge content in digital ink: A case study on handwritten music notation recognition.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Defining Variability in DSS: An Intelligent Method for Knowledge Representation and Validation.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010

Using Rotation Forest for Protein Fold Prediction Problem: An Empirical Study.
Proceedings of the Evolutionary Computation, 2010

2009
Factors influencing the performance of Dynamic Decision Network for INQPRO.
Comput. Educ., 2009

Enhancing Protein Fold Prediction Accuracy Using an Ensemble of Different Classifiers.
Aust. J. Intell. Inf. Process. Syst., 2009

Using First Order Logic to Validate Feature Model.
Proceedings of the Third International Workshop on Variability Modelling of Software-Intensive Systems, 2009

A Review of Recent Alignment-Free Clustering Algorithms in Expressed Sequence Tag.
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009

Investigating Inconsistency Detection as a Validation Operation in Software Product Line.
Proceedings of the Software Engineering Research, 2009

Modeling Variability in Software Product Line Using First Order Logic.
Proceedings of the Seventh ACIS International Conference on Software Engineering Research, 2009

Generating Tonal Counterpoint Using Reinforcement Learning.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Learning Cooperative Behaviours in Multiagent Reinforcement Learning.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Protein Fold Prediction Problem Using Ensemble of Classifiers.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Estimating HMM Parameters Using Particle Swarm Optimisation.
Proceedings of the Applications of Evolutionary Computing, 2009

Composing Using Heterogeneous Cellular Automata.
Proceedings of the Applications of Evolutionary Computing, 2009

2008
Data Mining Application in Higher Learning Institutions.
Informatics Educ., 2008

Modeling and Intervening Across Time in Scientific Inquiry Exploratory Learning Environment.
J. Educ. Technol. Soc., 2008

Regular Languages up to Star Height 1 and the Difference Shrinking Acceptance Probability.
Proceedings of the International Conference on Theoretical and Mathematical Foundations of Computer Science, 2008

Knowledge Based Method to Validate Feature Models.
Proceedings of the Software Product Lines, 12th International Conference, 2008

Classify Event-Related Motor Potentials of Cued Motor Actions.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Event-Related Desynchronisation/Synchronisation of Spontaneous Motor Actions.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Towards Music Fitness Evaluation with the Hierarchical SOM.
Proceedings of the Applications of Evolutionary Computing, 2008

Integrating Text Mining and Genetic Algorithm for Subject Selection.
Proceedings of the Innovations and Advances in Computer Sciences and Engineering, 2008

Adaptive GA: An essential ingredient in high-level synthesis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Cooperative learning of homogeneous and heterogeneous particles in Area Extension PSO.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

A Probabilistic Approach for Network Intrusion Detection.
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008

2007
Effects of Communication Range, Noise and Help Request Signal on Particle Swarm Optimization with Area Extension (AEPSO).
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007

Evolving Music Generation with SOM-Fitness Genetic Programming.
Proceedings of the Applications of Evolutinary Computing, 2007

Particle swarm optimization with area extension (AEPSO).
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2005
Establishing a Probabilistic Model for Cognitive Learning Style.
Proceedings of the Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences, 2005

Interactivities in Music Intelligent Tutoring System.
Proceedings of the 5th IEEE International Conference on Advanced Learning Technologies, 2005

Intelligent Learning Environment: Building Hybrid System from Standard Application and Web Application.
Proceedings of the 5th IEEE International Conference on Advanced Learning Technologies, 2005

Affective Music Processing: Challenges.
Proceedings of the Affective Computing and Intelligent Interaction, 2005

2002
Control Language for Harmonisation Process.
Proceedings of the Music and Artificial Intelligence, Second International Conference, 2002

1999
Evolving Musical Harmonisation.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999


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