Takumi Ichimura

ORCID

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 60

Top Venues

CoRR

IWCIA

SMC

Int. J. Comput. Intell. Stud.

Publications

Shin Kamada, Takumi Ichimura
A Segmentation Method of Lung Tumor by using Adaptive Structural Deep Belief Network. SICE (2023)
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 (2023)
Shin Kamada, Takumi Ichimura, Toshihide Harada
Image-Based Early Detection of Alzheimer's Disease by Using Adaptive Structural Deep Learning. KES-IDT (2021)
Takumi Ichimura, Shin Kamada
Adaptive Structural Deep Learning to Recognize Kinship Using Families in Wild Multimedia. KES-IDT (2021)
Shin Kamada, Takumi Ichimura
Automatic Extraction of Road Networks from Satellite Images by using Adaptive Structural Deep Belief Network. CoRR (2021)
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 (2021)
Takumi Ichimura, Shin Kamada
A Distillation Learning Model of Adaptive Structural Deep Belief Network for AffectNet: Facial Expression Image Database. CoRR (2021)
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 (2021)
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) (2021)
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)
Takumi Ichimura, Shin Kamada
A Distillation Learning Model of Adaptive Structural Deep Belief Network for AffectNet: Facial Expression Image Database. IIAI-AAI (2020)
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) (2019)
Shin Kamada, Takumi Ichimura
A Video Recognition Method by using Adaptive Structural Learning of Long Short Term Memory based Deep Belief Network. CoRR (2019)
Shin Kamada, Takumi Ichimura
An Object Detection by using Adaptive Structural Learning of Deep Belief Network. CoRR (2019)
Shin Kamada, Takumi Ichimura
An Object Detection by using Adaptive Structural Learning of Deep Belief Network. IJCNN (2019)
Shin Kamada, Takumi Ichimura
A Video Recognition Method by using Adaptive Structural Learning of Long Short Term Memory based Deep Belief Network. IWCIA (2019)
Takumi Ichimura, Shin Kamada
Re-learning of Child Model for Misclassified data by using KL Divergence in AffectNet: A Database for Facial Expression. CoRR (2019)
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) (2019)
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)
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 (2018)
Shin Kamada, Takumi Ichimura
An Adaptive Learning Method of Deep Belief Network by Layer Generation Algorithm. CoRR (2018)
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) (2018)
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 (2018)
Takumi Ichimura, Kousuke Tanabe, Issei Tachibana
Tourist Navigation in Android Smartphone by using Emotion Generating Calculations and Mental State Transition Networks. CoRR (2018)
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 (2018)
Takumi Ichimura, Takuya Uemoto, Akira Hara
Emergence of Altruism Behavior for Multi Feeding Areas in Army Ant Social Evolutionary System. CoRR (2018)
Takumi Ichimura, Shin Kamada
Adaptive Learning Method of Recurrent Temporal Deep Belief Network to Analyze Time Series Data. CoRR (2018)
Shin Kamada, Takumi Ichimura
Knowledge Extracted from Recurrent Deep Belief Network for Real Time Deterministic Control. CoRR (2018)
Takumi Ichimura, Shin Kamada
Early Discovery of Chronic Non-attenders by Using NFC Attendance Management System. CoRR (2018)
Takumi Ichimura, Kousuke Tanabe
An Estimation of Favorite Value in Emotion Generating Calculation by Fuzzy Petri Net. CoRR (2018)
Takumi Ichimura, Takashi Yamaguchi
A Proposal of Interactive Growing Hierarchical SOM. CoRR (2018)
Takumi Ichimura, Daisuke Igaue
Hierarchical Modular Reinforcement Learning Method and Knowledge Acquisition of State-Action Rule for Multi-target Problem. CoRR (2018)
Shin Kamada, Takumi Ichimura
Shortening Time Required for Adaptive Structural Learning Method of Deep Belief Network with Multi-Modal Data Arrangement. CoRR (2018)
Takumi Ichimura, Takuya Uemoto, Shin Kamada
The Recommendation System to SNS Community for Tourists by Using Altruistic Behaviors. CoRR (2018)
Keiichi Tamura, Takumi Ichimura
Time series classification using MACD-histogram-based recurrence plot. Int. J. Comput. Intell. Stud. 7 (3/4) (2018)
Takumi Ichimura, Kousuke Tanabe, Toshiyuki Yamashita
An Adaptive Learning Method of Personality Trait Based Mood in Mental State Transition Network by Recurrent Neural Network. CoRR (2018)
Takumi Ichimura, Issei Tachibana
Emotion Orientated Recommendation System for Hiroshima Tourist by Fuzzy Petri Net. CoRR (2018)
Takumi Ichimura, Shin Kamada
Clustering and Retrieval Method of Immunological Memory Cell in Clonal Selection Algorithm. CoRR (2018)
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)
Takumi Ichimura, Issei Tachibana
Affective Recommendation System for Tourists by Using Emotion Generating Calculations. CoRR (2018)
Takumi Ichimura, Takuya Uemoto
Analysis of the Social Community Based on the Network Growing Model in Open Source Software Community. CoRR (2018)
Shin Kamada, Takumi Ichimura, Takanobu Watanabe
Recommendation System of Grants-in-Aid for Researchers by using JSPS Keyword. CoRR (2018)
Shin Kamada, Takumi Ichimura
An Adaptive Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm. CoRR (2018)
Shin Kamada, Takumi Ichimura
A Generation Method of Immunological Memory in Clonal Selection Algorithm by using Restricted Boltzmann Machines. CoRR (2018)
Shin Kamada, Takumi Ichimura
Fine Tuning Method by using Knowledge Acquisition from Deep Belief Network. CoRR (2018)
Shin Kamada, Takumi Ichimura, Takanobu Watanabe
A Recommendation System of Grants to Acquire External Funds. CoRR (2018)
Keiichi Tamura, Takumi Ichimura
MACD-histogram-based recurrence plot: A new representation for time series classification. IWCIA (2017)
Keiichi Tamura, Takumi Ichimura
Clustering of time series using hybrid symbolic aggregate approximation. SSCI (2017)
Shin Kamada, Takumi Ichimura
Knowledge extracted from recurrent deep belief network for real time deterministic control. SMC (2017)
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) (2017)
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) (2017)
Shin Kamada, Takumi Ichimura
Shortening time required for adaptive structural learning method of deep belief network with multi-modal data arrangement. IWCIA (2017)
Yoshitaka Fujii, Takumi Ichimura
An evaluation of distillation deep learning network architecture. IWCIA (2017)
Takumi Ichimura, Shin Kamada
Adaptive learning method of recurrent temporal deep belief network to analyze time series data. IJCNN (2017)
Keiichi Tamura, Tatsuhiro Sakai, Takumi Ichimura
Time series classification using MACD-Histogram-based SAX and its performance evaluation. SMC (2016)
Takumi Ichimura, Takuya Uemoto, Shin Kamada
The recommendation system to SNS community for tourists by using altruistic behaviors. IWCIA (2016)
Shin Kamada, Takumi Ichimura
An adaptive learning method of Restricted Boltzmann Machine by neuron generation and annihilation algorithm. SMC (2016)
Shin Kamada, Takumi Ichimura
Fine tuning method by using knowledge acquisition from Deep Belief Network. IWCIA (2016)
Shin Kamada, Takumi Ichimura, Takanobu Watanabe
A recommendation system of grants to acquire external funds. IWCIA (2016)
Shin Kamada, Takumi Ichimura
A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm. ICONIP (4) (2016)
Shin Kamada, Takumi Ichimura, Takanobu Watanabe
Recommendation system of Grants-in-Aid for researchers by using JSPS keyword. IWCIA (2015)
Shin Kamada, Takumi Ichimura
A Generation Method of Immunological Memory in Clonal Selection Algorithm by Using Restricted Boltzmann Machines. SMC (2015)
Takumi Ichimura, Takuya Uemoto
Analysis of the social community based on the network growing model in open source software community. IWCIA (2015)
Takumi Ichimura, Takuya Uemoto, Akira Hara
Emergence of altruism behavior for multi feeding areas in army ant social evolutionary system. SMC (2014)
Keiichi Tamura, Takumi Ichimura
Density-Based Spatiotemporal Clustering Algorithm for Extracting Bursty Areas from Georeferenced Documents. SMC (2013)
Takumi Ichimura, Daisuke Igaue
Hierarchical modular reinforcement learning method and knowledge acquisition of state-action rule for multi-target problem. IWCIA (2013)
Takumi Ichimura, Shin Kamada
Early discovery of chronic non-attenders by using NFC attendance management system. IWCIA (2013)
Takumi Ichimura, Kazuya Mera
Emotion-oriented agent in mental state transition learning network. Int. J. Comput. Intell. Stud. 2 (1) (2013)
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)
Takumi Ichimura, Issei Tachibana
Emotion orientated recommendation system for Hiroshima tourist by fuzzy Petri Net. IWCIA (2013)
Tetsuya Shigeyasu, Takumi Ichimura
A new message flooding protocol for ad-hoc social community sharing real-time market information. IWCIA (2013)
Takashi Hasuike, Takumi Ichimura
Web intelligence for tourism using railway data by a simplified fuzzy reasoning method. J. Intell. Fuzzy Syst. 24 (2) (2013)
Takumi Ichimura, Kousuke Tanabe
An estimation of favorite value in emotion generating calculation by Fuzzy Petri Net. IWCIA (2013)
Takumi Ichimura, Yoshiaki Douzono
Altruism simulation based on pheromone evaporation and its diffusion in army ant inspired social evolutionary system. SCIS&ISIS (2012)
Takumi Ichimura, Kousuke Tanabe, Issei Tachibana
Tourist navigation in Android smartphone by using Emotion Generating Calculations and Mental State Transition Networks. SCIS&ISIS (2012)
Akira Hara, Haruko Tanaka, Takumi Ichimura, Tetsuyuki Takahama
Knowledge acquisition from many-attribute data by genetic programming with clustered terminal symbols. Int. J. Knowl. Web Intell. 3 (2) (2012)
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)
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) (2012)
Takumi Ichimura, Shin Kamada
Clustering and retrieval method of immunological memory cell in clonal selection algorithm. SCIS&ISIS (2012)
Takashi Yamaguchi, Yuki Noguchi, Kenneth J. Mackin, Takumi Ichimura
Cluster ensemble in adaptive tree structured clustering. Int. J. Knowl. Eng. Soft Data Paradigms 3 (1) (2011)
Kazuya Mera, Takumi Ichimura
Classification of EGC output and Mental State Transition Network using Self Organizing Map. SMC (2011)
Takashi Yamaguchi, Takumi Ichimura
Visualization using multi-layered U-Matrix in growing Tree-Structured self-organizing feature map. SMC (2011)
Takumi Ichimura, Takashi Yamaguchi
A proposal of interactive growing hierarchical SOM. SMC (2011)
Takumi Ichimura, Hiroshi Inoue, Akira Hara, Tetsuyuki Takahama, Kenneth J. Mackin
A Proposal of Memory and Prediction Based Genetic Algorithm Using Speciation in Dynamic Multimodal Function Optimization. J. Adv. Comput. Intell. Intell. Informatics 15 (8) (2011)
Kazuya Mera, Takumi Ichimura
User's mentality classification method using self-organising feature map on healthcare intelligent system for diabetic patients. Int. J. Medical Eng. Informatics 2 (1) (2010)
Akira Hara, Syuhei Matsushima, Takumi Ichimura, Tetsuyuki Takahama
Ant Colony Optimization using exploratory ants for constructing partial solutions. IEEE Congress on Evolutionary Computation (2010)
Takumi Ichimura, Azusa Yamasaki, Akira Hara, Tetsuyuki Takahama
Human Communication Network Based on the Classification Results of Personal Preferences by Using Self-Organizing Map. SMC (2009)
Kazuya Mera, Takumi Ichimura, Machi Suka
Health Support Intelligent System for Diabetic considering User's Motivation. IMECS (2007)
Takumi Ichimura, Yoshiaki Kurosawa, Akira Hara
A Web Based Maintenance Method of Computer Servers Using Extracted Rules by ADG. IMECS (2007)
Machi Suka, Shinichi Oeda, Takumi Ichimura, Katsumi Yoshida, Jun Takezawa
Advantages and Disadvantages of Neural Networks for Predicting Clinical Outcomes. IMECS (2007)
Yoshiaki Kurosawa, Akira Hara, Kazuya Mera, Takumi Ichimura
Reconsideration of the Effectiveness on Extracting Computer Diagnostic Rules by Automatically Defined Groups. KES (2) (2007)
Akira Hara, Yoshiaki Kurosawa, Takumi Ichimura
Knowledge Acquisition from Computer Log Files by ADG with Variable Agent Size. IMECS (2007)
Takumi Ichimura, Akira Hara, Yoshiaki Kurosawa
A classification method for spam e-mail by Self-Organizing Map and automatically defined groups. SMC (2007)
Miyuki Shibasaka, Akira Hara, Takumi Ichimura, Tetsuyuki Takahama
Species-based differential evolution with switching search strategies for multimodal function optimization. IEEE Congress on Evolutionary Computation (2007)
Akira Hara, Takumi Ichimura, Nobuyuki Fujita, Tetsuyuki Takahama
Effective Diversification of Ant-Based Search Using Colony Fission and Extinction. IEEE Congress on Evolutionary Computation (2006)
Kazuya Mera, Takumi Ichimura
Expressed Emotion Calculation Method According to the User's Personality. KES (3) (2006)
Yoshiaki Kurosawa, Akira Hara, Takumi Ichimura, Yuji Kawano
Extraction of Error Detection Rules without Supervised Information from Log Files Using Automatically Defined Groups. SMC (2006)
Kazuya Mera, Takumi Ichimura
Fuzzy Cognitive Map Application for Real Environment using Concept Template. SMC (2006)
Shinichi Oeda, Ikusaburo Kurimoto, Takumi Ichimura
Time Series Data Classification Using Recurrent Neural Network with Ensemble Learning. KES (3) (2006)
Takumi Ichimura, Kazuya Sakaguchi, Akira Hara, Tetsuyuki Takahama
A Proposal of Interactive Genetic Network Programming by Fuzzy Structural Modeling. SMC (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Takumi Ichimura