Book and thesis
Papers
3D Lung Tumor Segmentation System using Adaptive Structural Deep Belief Network Handbook on Intelligent Systems Reference Library, Advances in Intelligent Disease Diagnosis and Treatment 259,pp.101-118 (Co-authored) 2024/09
Papers
A Segmentation Method of Lung Tumor by using Adaptive Structural Deep Belief Network Proc. of The SICE Annual Conference 2023 (SICE 2023),pp.1529-1534 (Co-authored) 2023/09
Papers
A Teacher-Student based Adaptive Structural Deep learning Model and Its Estimating Uncertainty of Image Data Handbook of Statistics Volume 49: Artificial Intelligence 49,pp.1-21 (Co-authored) 2023/07
Papers
Automatic Extraction of Road Networks by using Teacher-Student Adaptive Structural Deep Belief Network and Its Application to Landslide Disaster IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16,pp.6310-6324 (Co-authored) 2023/07
Papers
Adaptive Structural Learning of Deep Belief Network and its Application to Real Time Crack Detection of Concrete Structure using Drone Handbook on Artificial Intelligence-Empowered Applied Software Engineering, Artificial Intelligence-Enhanced Software and Systems Engineering 3,pp.187-206 (Co-authored) 2022/10
Papers
An Ensemble Learning Method of Adaptive Structural Deep Belief Network for AffectNet IIAI International Journal Series, International Journal of Smart Computing and Artificial Intelligence,pp.1-17 (Co-authored) 2022/03
Papers
Automatic Extraction of Road Networks from Satellite Images by using Adaptive Structural Deep Belief Network Proc. of 10th International Conference on Informatics, Electronics & Vision (ICIEV 2021), paper 37 (Co-authored) 2021/08
Papers
Adaptive Structural Deep Learning to Recognize Kinship using Families in Wild Multimedia Proc. of KES-IDT21, Intelligent Decision Technologies, Smart Innovation, Systems and Technologies,pp.559-568 (Co-authored) 2021/07
Papers
Image based Early Detection of Alzheimer's Disease by using Adaptive Structural Deep Learning Proc. of KES-IDT21, Intelligent Decision Technologies, Smart Innovation, Systems and Technologies,pp.595-605 (Co-authored) 2021/07
Papers
A Video Prediction Method by using Long Short Term Memory based Adaptive Structural Learning of Deep Belief Network and its Investigation of Input Sequence Length for Data Structure International Journal of Computational Intelligence Studies,pp.198-215 (Co-authored) 2021/05
Papers
An Embedded System for Image-based Crack Detection by using Fine-Tuning model of Adaptive Structural Learning of Deep Belief Network Proc. of IEEE TENCON 2020,pp.1203-1208 (Co-authored) 2020/11
Papers
A Distillation Learning Model of Adaptive Structural Deep Belief Network for AffectNet: Facial Expression Image Database Proc. of 2020 9th International Congress on Advanced Applied Informatics (IIAI-AAI),pp.454-459 (Co-authored) 2020/09
Papers
An Adaptive Structural Learning of Deep Belief Network for Image-based Crack Detection in Concrete Structures Using SDNET2018 Proc. of 2020 International Conference on Image Processing and Robotics (ICIPRoB 2020),pp.1-6 (Co-authored) 2020/03
Papers
A Video Recognition Method by using Adaptive Structural Learning of Long Short Term Memory based Deep Belief Network Proc. of 2019 IEEE 11th International Workshop on Computational Intelligence and Applications (IWCIA),pp.21-26 (Co-authored) 2019/11
Papers
Re-learning of Child Model for Misclassified data by using KL Divergence in AffectNet: A Database for Facial Expression Proc. of 2019 IEEE 11th International Workshop on Computational Intelligence and Applications (IWCIA),pp.15-20 (Co-authored) 2019/11
Papers
An Object Detection by using Adaptive Structural Learning of Deep Belief Network Proc. of The International Joint Conference on Neural Networks (IJCNN 2019), paper N-19594 (Co-authored) 2019/07
Papers
Knowledge Extraction of Adaptive Structural Learning of Deep Belief Network for Medical Examination Data International Journal of Semantic Computing (IJSC),pp.67-86 (Co-authored) 2019/01
Papers
Fast Training of Adaptive Structural Learning Method of Deep Learning for Multi Modal Data International Journal of Computational Intelligence Studies (IJCIStudies),pp.169-191 (Co-authored) 2018/11
Papers
Adaptive Structural Learning of Deep Belief Network for Medical Examination Data and Its Knowledge Extraction by using C4.5 Proc. of The 2018 IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE 2018),pp.33-40 (Co-authored) 2018/09
Papers
Adaptive Structure Learning Method of Deep Belief Network using Neuron Generation-Annihilation and Layer Generation Springer, Neural Computing and Applications,pp.8035-8049 (Co-authored) 2018/07
Papers
Altruistic Behaviors Based Recommendation System of Tourist Information from Smartphone Application to SNS Community International Journal of Computational Intelligence Studies (IJCIStudies),pp.270-287 (Co-authored) 2017/12
Papers
Fine Tuning of Adaptive Learning of Deep Belief Network for Misclassification and its Knowledge Acquisition International Journal Computational of Intelligence Studies,pp.333-348 (Co-authored) 2017/12
Papers
Shortening Time Required for Adaptive Structural Learning Method of Deep Belief Network with Multi-Modal Data Arrangement Proc. of 2017 IEEE 10th International Workshop on Computational Intelligence and Applications (IWCIA 2017),pp.97-102 (Co-authored) 2017/11
Papers
Knowledge Extracted from Recurrent Deep Belief Network for Real Time Deterministic Control Proc. 2017 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2017),pp.825-830 (Co-authored) 2017/10
Papers
A Collaborative Software Developing Method by Mimicking Army Ant Altruism Behaviors IAENG Transactions on Engineering Sciences,pp.54-67 (Co-authored) 2017/05
Papers
Adaptive Learning Method of Recurrent Temporal Deep Belief Network to Analyze Time Series Data Proc. of The International Joint Conference on Neural Networks (IJCNN 2017),pp.2346-2353 (Co-authored) 2017/05
Papers
A Recommendation System of Grants to Acquire External Funds Proc. of IEEE 9th International Workshop on Computational Intelligence and Applications (IWCIA2016), pp.125-130 (Co-authored) 2016/11
Papers
An Adaptive Learning Method of Deep Belief Network by Layer Generation Algorithm Proc. of IEEE TENCON 2016,pp.2971-2974 (Co-authored) 2016/11
Papers
Fine Tuning Method by using Knowledge Acquisition from Deep Belief Network Proc. of IEEE 9th International Workshop on Computational Intelligence and Applications (IWCIA2016), pp.119-124 (Co-authored) 2016/11
Papers
The Recommendation System to SNS Community for Tourists by Using Altruistic Behaviors Proc. of IEEE 9th International Workshop on Computational Intelligence and Applications (IWCIA2016),pp.45-50 (Co-authored) 2016/11
Papers
A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm Proc. of the 23rd International Conference on Neural Information Processing (Springer LNCS9950),pp.372-380 (Co-authored) 2016/10
Papers
An adaptive learning method of Restricted Boltzmann Machine by neuron generation and annihilation algorithm Proc. of 2016 IEEE International Conference on Systems, Man, and Cybernetics(IEEE SMC 2016),pp.1273-1278 (Co-authored) 2016/10
Papers
A Collaborative Group Developing Method of Open Source Software by Mimicking Altruism Behavior of Army Ant Proc. of IMECS2016, Vol.1, pp.46-51 (Co-authored) 2016/03
Papers
Recommendation System of Grants-in-Aid for Researchers by using JSPS Keyword Proc. of IEEE 8th International Workshop on Computational Intelligence and Applications (IWCIA2015), pp.143-148 (Co-authored) 2015/11
Papers
A Generation Method of Immunological Memory in Clonal Selection Algorithm by using Restricted Boltzmann Machines Proc. of 2015 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2015),pp.2660-2665 (Co-authored) 2015/10
Papers
Registration System of Cloud Campus by using Android Smart Tablet Springer Plus, Springer Open Journal,pp.1-13 (Co-authored) 2014/12
Papers
A Classification Method of Coronary Heart Disease Databases by Clonal Selection Algorithm with Immunological Memory Cell Intl. J. Biomedical Soft Computing and Human Sciences,pp.7-18 (Co-authored) 2014/11
Papers
A Clonal Selection Algorithm with Levenshtein Distance based Image Similarity in Multidimensional Subjective Tourist Information and Discovery of Cryptic Spots by Interactive GHSOM Proc. of 2013 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2013),pp.2085-2090 (Co-authored) 2013/10
Papers
Early Discovery of Chronic Non-attenders by Using NFC Attendance Management System Proc. of IEEE 6th International Workshop on Computational Intelligence and Applications (IWCIA2013),pp.191-196 (Co-authored) 2013/10
Papers
Clustering and Retrieval Method of Immunological Memory Cell in Clonal Selection Algorithm Proc. of the 6th International conference on Soft Computing and Intelligent Systems and The 13th International Symposium on Advanced Intelligent Systems(SCIS-ISIS 2012),pp.1351-1356 (Co-authored) 2012/11
Papers
A Generation Method of Filtering Rules of Twitter Via Smartphone Based Participatory Sensing System for Tourist by Interactive GHSOM and C4.5 Proc. of 2012 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012),pp.110-115 (Co-authored) 2012/10
Papers
Knowledge Discovery of Tourist Subjective Data in Smartphone Based Participatory Sensing System by Interactive Growing Hierarchical SOM and C4.5 Intl. J. Knowledge and Web Intelligence,pp.110-129 (Co-authored) 2012/06
Papers
Analysis of Tourist Subjective Data in Smartphone based Participatory Sensing System by Interactive Growing Hierarchical SOM Proc. of 4th International Conference on Intelligent Decision Technologies (KES IDT 2012), J. Watada et al. (Eds.): Intelligent Decision Technologies, Vol. 2, SIST 16, pp. 225-235 (Co-authored) 2012/05