2025
Data Augmentation Method Using Diffusion Models for Tomato Leaf Discrimination Problem.
Rev. Socionetwork Strateg., April, 2025
Improved Hashtag Recommendation Algorithm Determining Appropriate Hashtags for Words with Different Meanings.
Rev. Socionetwork Strateg., April, 2025
Speed Control of Vehicles in Platoon Based on Ride Comfort.
Proceedings of the 17th International Conference on Computer and Automation Engineering, 2025
2024
Discrimination Of Brown Spot Leaf Disease From RGB Data Of Image.
Proceedings of the IEEE International Conference on Data Mining, 2024
Data Augmentation Using Generative AI In Tomato Leaf Lesion Classification Problems.
Proceedings of the IEEE International Conference on Data Mining, 2024
2023
Application of a Stochastic Schemata Exploiter for Multi-Objective Hyper-parameter Optimization of Machine Learning.
Rev. Socionetwork Strateg., October, 2023
SSE-Based Evolutionary Algorithm for Hyper-parameter Optimization of LightGBM on Paddy Rice Yield Prediction Problem.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Grammatical Evolution based Controller Design for Vehicle Robot Action Learning.
Proceedings of the 9th International Conference on Robotics and Artificial Intelligence, 2023
2022
The Application of Bayesian Estimation for the Prediction of Economic Trends.
Rev. Socionetwork Strateg., 2022
Prediction Algorithm of Hashtags for Image Posting Social Network Services.
Rev. Socionetwork Strateg., 2022
Auto-generated Control Program in Mobile Robot using Grammatical Evolution.
Proceedings of the 8th International Conference on Robotics and Artificial Intelligence, 2022
Weight-Training Ensemble Model for Stock Price Forecast.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
2021
The Application of Sequential Generative Adversarial Networks for Stock Price Prediction.
Rev. Socionetwork Strateg., 2021
Successive Future Image Generation of a Walking Pedestrian Using Generative Adversarial Networks.
Rev. Socionetwork Strateg., 2021
Genetic Algorithm-based Optimization of Deep Neural Network Ensemble.
Rev. Socionetwork Strateg., 2021
Stochastic Schemata Exploiter-Based AutoML.
Proceedings of the 2021 International Conference on Data Mining, 2021
Application of Machine Learning for Growth Environment Prediction in Agriculture.
Proceedings of the 2021 International Conference on Data Mining, 2021
GA-Based Optimization of Generative Adversarial Networks on Stock Price Prediction.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021
2020
An Algorithm of Recommending Apposite ID Photos.
Rev. Socionetwork Strateg., 2020
Stochastic Schemata Exploiter-Based Optimization of Convolutional Neural Network.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Pedestrian Walking Direction Prediction Using Generative Adversarial Networks.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Stock Price Prediction by Using Hybrid Sequential Generative Adversarial Networks.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020
2019
Genetic algorithm based optimization of deep convolutional neural network ensemble for pedestrian moving direction recognition.
Aust. J. Intell. Inf. Process. Syst., 2019
Pedestrian Moving Direction Recognition using Ensemble of Convolutional Neural Networks.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Vehicle Velocity Control in Case of Vehicle Platoon Merging.
Proceedings of the 4th International Conference on Intelligent Transportation Engineering, 2019
Genetic Algorithm Based Optimization of Deep Neural Network Ensemble for Personal Identification in Pedestrians Behaviors.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Genetic Algorithm Based Optimization of Deep Neural Network Ensemble for Personal Identification with Face and Voice Features.
Proceedings of the Fuzzy Systems and Data Mining V, 2019
2018
Personal Identification Through Pedestrians' Behavior.
Rev. Socionetwork Strateg., 2018
Solution for Recommendation of Apposite ID Photo.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
2017
Personal Authentication Using a Kinect Sensor.
Rev. Socionetwork Strateg., 2017
Grammatical Evolution Using Tree Representation Learning.
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Application of Grammatical Swarm to Symbolic Regression Problem.
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Personal Identification by Pedestrians Behavior.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
2016
Grammatical evolution using two-dimensional gene for symbolic regression: an advanced improvement with conditional statement grammar.
Int. J. Comput. Intell. Stud., 2016
Personal Identification with Face and Voice Features Extracted through Kinect Sensor.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
2015
A Bayesian Network Approach for Predicting Purchase Behavior via Direct Observation of In-store Behavior.
Proceedings of the Advanced Methodologies for Bayesian Networks, 2015
2014
Search performance improvement of Particle Swarm Optimization by second best particle information.
Appl. Math. Comput., 2014
Robot Vehicle Platoon Experiment Based on Multi-leader Vehicle Following Model.
Proceedings of the Second International Symposium on Computing and Networking, 2014
Traffic Network Design for Disaster Evacuation by Cellular Automata Simulation.
Proceedings of the Second International Symposium on Computing and Networking, 2014
2013
Effectiveness of second Best Particle Information for Particle Swarm Optimization.
J. Comput. Sci., 2013
Road Network Determination by Cellular Automata Traffic Flow Simulation.
Proceedings of the First International Symposium on Computing and Networking, 2013
2012
Stock price forecast using Bayesian network.
Expert Syst. Appl., 2012
Application of Bayesian Network to stock price prediction.
Artif. Intell. Res., 2012
2010
Effect of Overconfident Investor Behavior to Stock Market.
J. Adv. Comput. Intell. Intell. Informatics, 2010
Comparison of Zipper and Non-Zipper Merging Patterns Near Merging Point of Roads.
Int. J. Nat. Comput. Res., 2010
Application of advanced Grammatical Evolution to function prediction problem.
Adv. Eng. Softw., 2010
Investigation of self-organizing map for genetic algorithm.
Adv. Eng. Softw., 2010
2009
Evolutionary algorithm based on schemata theory.
Frontiers Comput. Sci. China, 2009
Application of Improved Grammatical Evolution to Santa Fe Trail Problems.
Proceedings of the Natural Computing - 4th International Workshop on Natural Computing, 2009
2008
Application of Radial Basis Function for Evaluating Future Option.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2008
Convergence Analysis of Cross-Generational Elitest Selection SSE.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2008
Cellular Automata Simulation of Traffic Jam in Sag Section.
Proceedings of the Cellular Automata, 2008
2006
Simulation of Traffic Flow Through Bottleneck.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications & Conference on Real-Time Computing Systems and Applications, 2006
2005
Evolutionary Algorithm Based on Schemata Exploiter.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2005
2004
City Traffic Simulation Using Cellular Automata with Stochastic Velocity Model.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004