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ORCIDShin Kamada
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Journal Articles
- 2023
[j8]Shin Kamada
, Takumi Ichimura:
Automatic Extraction of Road Networks by Using Teacher-Student Adaptive Structural Deep Belief Network and Its Application to Landslide Disaster. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6310-6324 (2023)- 2021
- [j7]Shin Kamada, Takumi Ichimura:
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. Int. J. Comput. Intell. Stud. 10(2/3): 198-215 (2021) - 2019
- [j6]Shin Kamada, Takumi Ichimura, Toshihide Harada:
Knowledge Extraction of Adaptive Structural Learning of Deep Belief Network for Medical Examination Data. Int. J. Semantic Comput. 13(1): 67-86 (2019) - [j5]Shin Kamada, Takumi Ichimura, Akira Hara, Kenneth J. Mackin:
Adaptive structure learning method of deep belief network using neuron generation-annihilation and layer generation. Neural Comput. Appl. 31(11): 8035-8049 (2019) - 2018
- [j4]Shin Kamada, Takumi Ichimura:
Fast training of adaptive structural learning method of deep learning for multi modal data. Int. J. Comput. Intell. Stud. 7(3/4): 169-191 (2018) - 2017
- [j3]Takumi Ichimura, Takuya Uemoto, Shin Kamada:
Altruistic behaviours-based recommendation system of tourist information from smartphone application to SNS community. Int. J. Comput. Intell. Stud. 6(4): 270-287 (2017) - [j2]Shin Kamada, Takumi Ichimura:
Fine tuning of adaptive learning of deep belief network for misclassification and its knowledge acquisition. Int. J. Comput. Intell. Stud. 6(4): 333-348 (2017) - 2012
- [j1]Takumi Ichimura, Shin Kamada, Kosuke Kato:
Knowledge discovery of tourist subjective data in smartphone-based participatory sensing system by interactive growing hierarchical SOM and C4.5. Int. J. Knowl. Web Intell. 3(2): 110-129 (2012)
Conference and Workshop Papers
- 2024
- [c24]Shin Kamada, Takumi Ichimura:
Multimodal Adaptive Structural Deep Belief Network for Emotion Recognition on RAVDESS Dataset. IIAI-AAI 2024: 292-298 - 2023
- [c23]Shin Kamada, Takumi Ichimura:
A Segmentation Method of Lung Tumor by using Adaptive Structural Deep Belief Network. SICE 2023: 1529-1534 - 2021
- [c22]Takumi Ichimura, Shin Kamada:
Adaptive Structural Deep Learning to Recognize Kinship Using Families in Wild Multimedia. KES-IDT 2021: 559-568 - [c21]Shin Kamada, Takumi Ichimura, Toshihide Harada:
Image-Based Early Detection of Alzheimer's Disease by Using Adaptive Structural Deep Learning. KES-IDT 2021: 595-605 - 2020
- [c20]Takumi Ichimura, Shin Kamada:
A Distillation Learning Model of Adaptive Structural Deep Belief Network for AffectNet: Facial Expression Image Database. IIAI-AAI 2020: 450-455 - [c19]Shin Kamada, Takumi Ichimura:
An Embedded System for Image-based Crack Detection by using Fine-Tuning model of Adaptive Structural Learning of Deep Belief Network. TENCON 2020: 1203-1208 - 2019
- [c18]Takumi Ichimura, Shin Kamada:
Re-learning of Child Model for Misclassified data by using KL Divergence in AffectNet: A Database for Facial Expression. IWCIA 2019: 15-20 - [c17]Shin Kamada, Takumi Ichimura:
A Video Recognition Method by using Adaptive Structural Learning of Long Short Term Memory based Deep Belief Network. IWCIA 2019: 21-26 - [c16]Shin Kamada, Takumi Ichimura:
An Object Detection by using Adaptive Structural Learning of Deep Belief Network. IJCNN 2019: 1-8 - 2018
- [c15]Shin Kamada, Takumi Ichimura, Toshihide Harada:
Adaptive Structural Learning of Deep Belief Network for Medical Examination Data and Its Knowledge Extraction by Using C4.5. AIKE 2018: 33-40 - 2017
- [c14]Shin Kamada, Takumi Ichimura:
Shortening time required for adaptive structural learning method of deep belief network with multi-modal data arrangement. IWCIA 2017: 97-102 - [c13]Takumi Ichimura, Shin Kamada:
Adaptive learning method of recurrent temporal deep belief network to analyze time series data. IJCNN 2017: 2346-2353 - [c12]Shin Kamada, Takumi Ichimura:
Knowledge extracted from recurrent deep belief network for real time deterministic control. SMC 2017: 825-830 - 2016
- [c11]Takumi Ichimura, Takuya Uemoto, Shin Kamada:
The recommendation system to SNS community for tourists by using altruistic behaviors. IWCIA 2016: 45-50 - [c10]Shin Kamada, Takumi Ichimura:
Fine tuning method by using knowledge acquisition from Deep Belief Network. IWCIA 2016: 119-124 - [c9]Shin Kamada, Takumi Ichimura, Takanobu Watanabe:
A recommendation system of grants to acquire external funds. IWCIA 2016: 125-130 - [c8]Shin Kamada, Takumi Ichimura:
A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm. ICONIP (4) 2016: 372-380 - [c7]Shin Kamada, Takumi Ichimura:
An adaptive learning method of Restricted Boltzmann Machine by neuron generation and annihilation algorithm. SMC 2016: 1273-1278 - 2015
- [c6]Shin Kamada, Takumi Ichimura, Takanobu Watanabe:
Recommendation system of Grants-in-Aid for researchers by using JSPS keyword. IWCIA 2015: 143-148 - [c5]Shin Kamada, Takumi Ichimura:
A Generation Method of Immunological Memory in Clonal Selection Algorithm by Using Restricted Boltzmann Machines. SMC 2015: 2660-2665 - 2013
- [c4]Takumi Ichimura, Shin Kamada:
Early discovery of chronic non-attenders by using NFC attendance management system. IWCIA 2013: 191-196 - [c3]Takumi Ichimura, Shin Kamada:
A Clonal Selection Algorithm with Levenshtein Distance Based Image Similarity in Multidimensional Subjective Tourist Information and Discovery of Cryptic Spots by Interactive GHSOM. SMC 2013: 2085-2090 - 2012
- [c2]Takumi Ichimura, Shin Kamada:
Clustering and retrieval method of immunological memory cell in clonal selection algorithm. SCIS&ISIS 2012: 1351-1356 - [c1]Takumi Ichimura, Shin Kamada:
A generation method of filtering rules of Twitter via smartphone based Participatory Sensing system for tourist by interactive GHSOM and C4.5. SMC 2012: 110-115
Informal and Other Publications
- 2021
- [i22]Shin Kamada, Takumi Ichimura:
Automatic Extraction of Road Networks from Satellite Images by using Adaptive Structural Deep Belief Network. CoRR abs/2110.12684 (2021) - [i21]Shin Kamada, Takumi Ichimura, Takashi Iwasaki:
An Adaptive Structural Learning of Deep Belief Network for Image-based Crack Detection in Concrete Structures Using SDNET2018. CoRR abs/2110.12700 (2021) - [i20]Takumi Ichimura, Shin Kamada:
A Distillation Learning Model of Adaptive Structural Deep Belief Network for AffectNet: Facial Expression Image Database. CoRR abs/2110.12717 (2021) - [i19]Shin Kamada, Takumi Ichimura:
An Embedded System for Image-based Crack Detection by using Fine-Tuning model of Adaptive Structural Learning of Deep Belief Network. CoRR abs/2110.13145 (2021) - 2019
- [i18]Shin Kamada, Takumi Ichimura:
An Object Detection by using Adaptive Structural Learning of Deep Belief Network. CoRR abs/1909.13465 (2019) - [i17]Shin Kamada, Takumi Ichimura:
A Video Recognition Method by using Adaptive Structural Learning of Long Short Term Memory based Deep Belief Network. CoRR abs/1909.13480 (2019) - [i16]Takumi Ichimura, Shin Kamada:
Re-learning of Child Model for Misclassified data by using KL Divergence in AffectNet: A Database for Facial Expression. CoRR abs/1909.13481 (2019) - 2018
- [i15]Takumi Ichimura, Shin Kamada:
Clustering and Retrieval Method of Immunological Memory Cell in Clonal Selection Algorithm. CoRR abs/1804.02628 (2018) - [i14]Takumi Ichimura, Shin Kamada:
Early Discovery of Chronic Non-attenders by Using NFC Attendance Management System. CoRR abs/1804.02677 (2018) - [i13]Shin Kamada, Takumi Ichimura:
A Generation Method of Immunological Memory in Clonal Selection Algorithm by using Restricted Boltzmann Machines. CoRR abs/1804.02816 (2018) - [i12]Shin Kamada, Takumi Ichimura, Takanobu Watanabe:
Recommendation System of Grants-in-Aid for Researchers by using JSPS Keyword. CoRR abs/1804.03137 (2018) - [i11]Takumi Ichimura, Shin Kamada:
A Generation Method of Filtering Rules of Twitter Via Smartphone Based Participatory Sensing System for Tourist by Interactive GHSOM and C4.5. CoRR abs/1804.03993 (2018) - [i10]Takumi Ichimura, Shin Kamada:
A Clonal Selection Algorithm with Levenshtein Distance based Image Similarity in Multidimensional Subjective Tourist Information and Discovery of Cryptic Spots by Interactive GHSOM. CoRR abs/1804.05669 (2018) - [i9]Shin Kamada, Takumi Ichimura:
An Adaptive Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm. CoRR abs/1807.03478 (2018) - [i8]Shin Kamada, Takumi Ichimura:
An Adaptive Learning Method of Deep Belief Network by Layer Generation Algorithm. CoRR abs/1807.03486 (2018) - [i7]Shin Kamada, Takumi Ichimura:
Fine Tuning Method by using Knowledge Acquisition from Deep Belief Network. CoRR abs/1807.03487 (2018) - [i6]Takumi Ichimura, Takuya Uemoto, Shin Kamada:
The Recommendation System to SNS Community for Tourists by Using Altruistic Behaviors. CoRR abs/1807.03492 (2018) - [i5]Shin Kamada, Takumi Ichimura, Takanobu Watanabe:
A Recommendation System of Grants to Acquire External Funds. CoRR abs/1807.03493 (2018) - [i4]Shin Kamada, Takumi Ichimura:
Shortening Time Required for Adaptive Structural Learning Method of Deep Belief Network with Multi-Modal Data Arrangement. CoRR abs/1807.03952 (2018) - [i3]Takumi Ichimura, Shin Kamada:
Adaptive Learning Method of Recurrent Temporal Deep Belief Network to Analyze Time Series Data. CoRR abs/1807.03953 (2018) - [i2]Shin Kamada, Takumi Ichimura:
Knowledge Extracted from Recurrent Deep Belief Network for Real Time Deterministic Control. CoRR abs/1807.03954 (2018) - [i1]Shin Kamada, Takumi Ichimura, Toshihide Harada:
Adaptive Structural Learning of Deep Belief Network for Medical Examination Data and Its Knowledge Extraction by using C4.5. CoRR abs/1808.08777 (2018)
Coauthor Index
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