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List of works by Somnuk Phon-Amnuaisuk

3D Facial Expressions from Performance Data

A Knowledge-Based Framework for Mitigating Hydro-Meteorological Disasters

A Review of Recent Alignment-Free Clustering Algorithms in Expressed Sequence Tag

article

A cascaded classifier approach for improving detection rates on rare attack categories in network intrusion detection

A comparison of HMM, Naïve Bayesian, and Markov model in exploiting knowledge content in digital ink: A case study on handwritten music notation recognition

A hybrid distance measure for clustering expressed sequence tags originating from the same gene family

scientific article

Adaptive GA: An essential ingredient in high-level synthesis

Affective Music Processing: Challenges

Application of Enhanced Analysis Model for Data Mining Processes in Higher Educational System

Applying Area Extension PSO in Robotic Swarm

Applying Non-negative Matrix Factorization to Classify Superimposed Handwritten Digits

Beautiful Trochoids

Chorale harmonization: A view from a search control perspective

article

Classification of Distorted Handwritten Digits by Swarming an Affine Transform Space

Classify Event-Related Motor Potentials of Cued Motor Actions

Clustering of Expressed Sequence Tag (EST) with Markov models and self-organizing maps: An exploratory study

Clustering of expressed sequence tags with distance measure based on Burrows-Wheeler transform

Comparing Single and Multiple Bayesian Classifiers Approaches for Network Intrusion Detection

Composing Using Heterogeneous Cellular Automata

Controlling Generative Processes of Generative Art Somnuk Phon-

Cooperative learning of homogeneous and heterogeneous particles in Area Extension PSO

Crowd Simulation in 3D Virtual Environments

Data warehouse design on the basis of Hierarchical Degenerate Snowflake (HDS)

Defining Variability in DSS: An Intelligent Method for Knowledge Representation and Validation

Effects of Communication Range, Noise and Help Request Signal on Particle Swarm Optimization with Area Extension (AEPSO)

Emulating Pencil Sketches from 2D Images

Enhanced Parallel Thread Scheduling for Java Based Applications on Multi-Core Architecture

Enhancing Exploration and Exploitation of NSGA-II with GP and PDL

Estimating HMM Parameters Using Particle Swarm Optimisation

article

Event-Related Desynchronisation/Synchronisation of Spontaneous Motor Actions

Evolving and Discovering Tetris Gameplay Strategies

Exploring Particle-Based Caricature Generations

Factors influencing the performance of Dynamic Decision Network for INQPRO

Feature extraction and model construction for predicting scientific inquiry skills acquisition

Features and Bayesian Network Model of Conceptual Change for INQPRO

article

Fold prediction problem: the application of new physical and physicochemical-based features.

scientific article published in February 2011

Formalised Symbolic Reasonings for Music Applications

Generating Tonal Counterpoint Using Reinforcement Learning

scholarly article by Somnuk Phon-Amnuaisuk published 2009 in Lecture Notes in Computer Science

Handling a Dynamic Mixture of Sources in Blind Source Separation Tasks

scholarly article published December 2013

Handwritten music notation recognition using HMM — a non-gestural approach

Integrating Text Mining and Genetic Algorithm for Subject Selection

scholarly article published 28 December 2009

Investigating Inconsistency Detection as a Validation Operation in Software Product Line

Investigating Music Pattern Formations from Heterogeneous Cellular Automata

Investigating a Dictionary-Based Non-negative Matrix Factorization in Superimposed Digits Classification Tasks

Investigating a hybrid of Tone-Model and Particle Swarm Optimization techniques in transcribing polyphonic guitar sound

article

Learning Chasing Behaviours of Non-Player Characters in Games Using SARSA

Learning Cooperative Behaviours in Multiagent Reinforcement Learning

scholarly article by Somnuk Phon-Amnuaisuk published 2009 in Lecture Notes in Computer Science

Learning and Generating Folk Melodies Using MPF-Inspired Hierarchical Self-Organising Maps

Learning to Navigate in a 3D Environment

Learning to Play Tetris from Examples

article published in 2015

Mathematics Wall: Enriching Mathematics Education Through AI

Modeling Variability in Software Product Line Using First Order Logic

Navigating a robotic swarm in an uncharted 2D landscape

On the binaural brain entrainment indicating lower heart rate variability.

scientific article

Optimal dynamic decision network model for scientific inquiry learning environment

Performance Optimization of Java Virtual Machine on Dual-Core Technology for Web Services - A Study

Polyphonic Transcription: Exploring a Hybrid of Tone Models and Particle Swarm Optimisation

Prediction of thermal profiles using artificial neural network

scholarly article published November 2010

Properties of Bayesian student model for INQPRO

Protein Fold Prediction Problem Using Ensemble of Classifiers

Student Acceptance and Attitude Towards Using 3D Virtual Learning Spaces

Test Database Analysis - Inferences from a Disposition Tree

The Effectiveness of Sampling Methods for the Imbalanced Network Intrusion Detection Data Set

Towards Music Fitness Evaluation with the Hierarchical SOM

Tracking and Identifying a Changing Appearance Target

Transcribing Bach Chorales Using Particle Swarm Optimisations

Transcribing Bach Chorales using non-negative matrix factorisation

Transcribing Bach chorales: Limitations and potentials of non-negative matrix factorisation

Web-Based Music Intelligent Tutoring Systems