Applying adaptive structured genetic algorithm to reasoning and learning method for fuzzy rules using neural networks. - Takumi Ichimura; Eiichiro Tazaki (ICNN, 1995)

Extraction method of rules from reflective neural network architecture. - Takumi Ichimura; Noboru Matsumoto; Eiichiro Tazaki; Katsumi Yoshida (ICNN, 1997)

Adaptive evolutional learning method of neural networks using genetic algorithms under dynamic environments. - Shinichi Oeda; Takumi Ichimura; Mutsuhiro Terauchi; Tetsuyuki Takahama; Yoshinori Isomichi (KES, 2000)

Fuzzy reasoning model of facial selection and its applications. - Toshiyuki Yamashita; Takumi Ichimura; Eiichiro Tazaki; Masahiro Takahashi (KES, 2000)

Construction of a dialog system with emotions for elderly persons by neural networks. - Takumi Ichimura; Kazuya Mera; Toshiyuki Yamashita (SMC, 2000)

An adaptive evolutional neuro learning method using genetic search and extraction of rules from trained networks. - Takumi Ichimura; Shinichi Oeda; Katsumi Yoshida (CEC, 2001)

Automatic generation method for spoken sentences by genetic programming and its application to emotion oriented dialog systems. - Takumi Ichimura; Kazuya Mera; Kenneth J. Mackin; Toshiyuki Yamashita; Makoto Yoshie; Teruaki Aizawa (SMC, 2001)

Extraction of Rules by Heterogeneous Agents Using Automatically Defined Groups. - Akira Hara; Takumi Ichimura; Tetsuyuki Takahama; Yoshinori Isomichi (KES, 2003)

Multi-objective Decision Making by AHP and Its Application to Personal Preference Retrieval System. - Takumi Ichimura; Akira Hara; Tetsuyuki Takahama; Yoshinori Isomichi; Rie Utsunomiya (KES, 2003)

A Classification Capability of Reflective Neural Networks in Medical Databases. - Takumi Ichimura; Shinichi Oeda; Machi Suka; Katsumi Yoshida (KES, 2003)

A Classification Method of Medical Database by Immune Multi-agent Neural Networks with Planar Lattice Architecture. - Takumi Ichimura; Shinichi Oeda; Toshiyuki Yamashita; Katsumi Yoshida (KES, 2003)

A Description Method of Syntactic Rules on Japanese Filmscript. - Yoshiaki Kurosawa; Takumi Ichimura; Teruaki Aizawa (KES, 2003)

Emotion Generating Calculations Based on Hidden Markov Model. - Kazuya Mera; Takumi Ichimura (KES, 2003)

Knowledge Structure for Acquiring Personal Taste Information. - Kazuya Mera; Takumi Ichimura (KES, 2003)

Support System for Analysis of Student's Motivation in Group Learning. - Manabu Nakamura; Takumi Ichimura; Kazuya Mera; Setsuko Otsuki (KES, 2003)

A Proposal of Immune Multi-agent Neural Networks and Its Application to Medical Diagnostic System for Hepatobiliary Disorders. - Shinichi Oeda; Takumi Ichimura; Toshiyuki Yamashita; Katsumi Yoshida (KES, 2003)

Data Mining for Seeking Relationships between Sickness Absence and Japanese Worker's Profile. - Hiroki Sugimori; Yukiyasu Iida; Machi Suka; Takumi Ichimura; Katsumi Yoshida (KES, 2003)

Clinical Decision Support System Applied the Analytic Hierarchy Process. - Machi Suka; Takumi Ichimura; Katsumi Yoshida (KES, 2003)

Emotion Generating Method on Human-Computer Interfaces. - Kazuya Mera; Takumi Ichimura (Computationally Intelligent Hybrid Systems, 2004)

Extraction of Rules from Coronary Heart Disease Database Using Automatically Defined Groups. - Akira Hara; Takumi Ichimura; Tetsuyuki Takahama; Yoshinori Isomichi (KES, 2004)

Using Mitate-shi Related to the CONTAINER Schema for Detecting the Container-for-Contents Metonymy. - Yoshiaki Kurosawa; Takumi Ichimura; Teruaki Aizawa (KES, 2004)

Emotion Analyzing Method Using Physiological State. - Kazuya Mera; Takumi Ichimura (KES, 2004)

Emotion Oriented Intelligent System for Elderly People. - Kazuya Mera; Yoshiaki Kurosawa; Takumi Ichimura (KES, 2004)

Immune Multi Agent Neural Network and Its Application to the Coronary Heart Disease Database. - Shinichi Oeda; Takumi Ichimura; Katsumi Yoshida (KES, 2004)

Development of Coronary Heart Disease Database. - Machi Suka; Takumi Ichimura; Katsumi Yoshida (KES, 2004)

Comparison of Proportional Hazard Model and Neural Network Models in a real data set of intensive care unit patients. - Machi Suka; Shinichi Oeda; Takumi Ichimura; Katsumi Yoshida; Jun Takezawa (MedInfo, 2004)

Structural optimization by genetic algorithm with degeneration (GA d). - Tetsuyuki Takahama; Setsuko Sakai; Takumi Ichimura; Yoshinori Isomichi (Syst. Comput. Jpn., 2004)

Extraction of Risk Factors by Multi-agent Voting Model Using Automatically Defined Groups. - Akira Hara; Takumi Ichimura; Tetsuyuki Takahama; Yoshinori Isomichi (KES (3), 2005)

Effect of Direct Communication in Ant System. - Akira Hara; Takumi Ichimura; Tetsuyuki Takahama; Yoshinori Isomichi; Motoki Shigemi (KES (1), 2005)

Health Support Intelligent System for Diabetic Patient by Mobile Phone. - Takumi Ichimura; Machi Suka; Akihiro Sugihara; Kazunari Harada (KES (3), 2005)

Multi-agent Cluster System for Optimal Performance in Heterogeneous Computer Environments. - Toshihiro Ikeda; Akira Hara; Takumi Ichimura; Tetsuyuki Takahama; Yuko Taniguchi; Hiroshige Yamada; Ryota Hakozaki; Haruo Sakuda (KES (1), 2005)

Preprocessing for Extracting Information from Medical Record to Add XML Tags. - Yoshiaki Kurosawa; Akira Hara; Machi Suka; Takumi Ichimura (KES (3), 2005)

An Error Measure for Japanese Morphological Analysis Using Similarity Measures. - Yoshiaki Kurosawa; Yuji Sakamoto; Takumi Ichimura; Teruaki Aizawa (KES (1), 2005)

Attribute Intensity Calculating Method from Evaluative Sentences by Fuzzy Inference. - Kazuya Mera; Hiromi Yano; Takumi Ichimura (KES (1), 2005)

A Scheduling Method of Data Transmission in the Internet Communication by Recurrent Neural Network. - Norio Ozaki; Takumi Ichimura (KES (3), 2005)

Discovering Multiple Diagnostic Rules from Coronary Heart Disease Database using Automatically Defined Groups. - Akira Hara; Takumi Ichimura; Katsumi Yoshida (J. Intell. Manuf., 2005)

A learning method of immune multi-agent neural networks. - Takumi Ichimura; Shinichi Oeda; Machi Suka; Katsumi Yoshida (Neural Comput. Appl., 2005)

Effective Diversification of Ant-Based Search Using Colony Fission and Extinction. - Akira Hara; Takumi Ichimura; Nobuyuki Fujita; Tetsuyuki Takahama (IEEE Congress on Evolutionary Computation, 2006)

Expressed Emotion Calculation Method According to the User's Personality. - Kazuya Mera; Takumi Ichimura (KES (3), 2006)

Time Series Data Classification Using Recurrent Neural Network with Ensemble Learning. - Shinichi Oeda; Ikusaburo Kurimoto; Takumi Ichimura (KES (3), 2006)

A Proposal of Interactive Genetic Network Programming by Fuzzy Structural Modeling. - Takumi Ichimura; Kazuya Sakaguchi; Akira Hara; Tetsuyuki Takahama (SMC, 2006)

Extraction of Error Detection Rules without Supervised Information from Log Files Using Automatically Defined Groups. - Yoshiaki Kurosawa; Akira Hara; Takumi Ichimura; Yuji Kawano (SMC, 2006)

Fuzzy Cognitive Map Application for Real Environment using Concept Template. - Kazuya Mera; Takumi Ichimura (SMC, 2006)

Species-based differential evolution with switching search strategies for multimodal function optimization. - Miyuki Shibasaka; Akira Hara; Takumi Ichimura; Tetsuyuki Takahama (IEEE Congress on Evolutionary Computation, 2007)

Knowledge Acquisition from Computer Log Files by ADG with Variable Agent Size. - Akira Hara; Yoshiaki Kurosawa; Takumi Ichimura (IMECS, 2007)

A Web Based Maintenance Method of Computer Servers Using Extracted Rules by ADG. - Takumi Ichimura; Yoshiaki Kurosawa; Akira Hara (IMECS, 2007)

Health Support Intelligent System for Diabetic considering User's Motivation. - Kazuya Mera; Takumi Ichimura; Machi Suka (IMECS, 2007)

Advantages and Disadvantages of Neural Networks for Predicting Clinical Outcomes. - Machi Suka; Shinichi Oeda; Takumi Ichimura; Katsumi Yoshida; Jun Takezawa (IMECS, 2007)

Reconsideration of the Effectiveness on Extracting Computer Diagnostic Rules by Automatically Defined Groups. - Yoshiaki Kurosawa; Akira Hara; Kazuya Mera; Takumi Ichimura (KES (2), 2007)

A classification method for spam e-mail by Self-Organizing Map and automatically defined groups. - Takumi Ichimura; Akira Hara; Yoshiaki Kurosawa (SMC, 2007)

Human Communication Network Based on the Classification Results of Personal Preferences by Using Self-Organizing Map. - Takumi Ichimura; Azusa Yamasaki; Akira Hara; Tetsuyuki Takahama (SMC, 2009)

Ant Colony Optimization using exploratory ants for constructing partial solutions. - Akira Hara; Syuhei Matsushima; Takumi Ichimura; Tetsuyuki Takahama (IEEE Congress on Evolutionary Computation, 2010)

User's mentality classification method using self-organising feature map on healthcare intelligent system for diabetic patients. - Kazuya Mera; Takumi Ichimura (Int. J. Medical Eng. Informatics, 2010)

A proposal of interactive growing hierarchical SOM. - Takumi Ichimura; Takashi Yamaguchi (SMC, 2011)

Classification of EGC output and Mental State Transition Network using Self Organizing Map. - Kazuya Mera; Takumi Ichimura (SMC, 2011)

Visualization using multi-layered U-Matrix in growing Tree-Structured self-organizing feature map. - Takashi Yamaguchi; Takumi Ichimura (SMC, 2011)

Cluster ensemble in adaptive tree structured clustering. - Takashi Yamaguchi; Yuki Noguchi; Kenneth J. Mackin; Takumi Ichimura (Int. J. Knowl. Eng. Soft Data Paradigms, 2011)

A Proposal of Memory and Prediction Based Genetic Algorithm Using Speciation in Dynamic Multimodal Function Optimization. - Takumi Ichimura; Hiroshi Inoue; Akira Hara; Tetsuyuki Takahama; Kenneth J. Mackin (J. Adv. Comput. Intell. Intell. Informatics, 2011)

Altruism simulation based on pheromone evaporation and its diffusion in army ant inspired social evolutionary system. - Takumi Ichimura; Yoshiaki Douzono (SCIS&ISIS, 2012)

Clustering and retrieval method of immunological memory cell in clonal selection algorithm. - Takumi Ichimura; Shin Kamada (SCIS&ISIS, 2012)

Tourist navigation in Android smartphone by using Emotion Generating Calculations and Mental State Transition Networks. - Takumi Ichimura; Kousuke Tanabe; Issei Tachibana (SCIS&ISIS, 2012)

A generation method of filtering rules of Twitter via smartphone based Participatory Sensing system for tourist by interactive GHSOM and C4.5. - Takumi Ichimura; Shin Kamada (SMC, 2012)

Knowledge acquisition from many-attribute data by genetic programming with clustered terminal symbols. - Akira Hara; Haruko Tanaka; Takumi Ichimura; Tetsuyuki Takahama (Int. J. Knowl. Web Intell., 2012)

Knowledge discovery of tourist subjective data in smartphone-based participatory sensing system by interactive growing hierarchical SOM and C4.5. - Takumi Ichimura; Shin Kamada; Kosuke Kato (Int. J. Knowl. Web Intell., 2012)

Hierarchical modular reinforcement learning method and knowledge acquisition of state-action rule for multi-target problem. - Takumi Ichimura; Daisuke Igaue (IWCIA, 2013)

Early discovery of chronic non-attenders by using NFC attendance management system. - Takumi Ichimura; Shin Kamada (IWCIA, 2013)

Emotion orientated recommendation system for Hiroshima tourist by fuzzy Petri Net. - Takumi Ichimura; Issei Tachibana (IWCIA, 2013)

An estimation of favorite value in emotion generating calculation by Fuzzy Petri Net. - Takumi Ichimura; Kousuke Tanabe (IWCIA, 2013)

A new message flooding protocol for ad-hoc social community sharing real-time market information. - Tetsuya Shigeyasu; Takumi Ichimura (IWCIA, 2013)

A Clonal Selection Algorithm with Levenshtein Distance Based Image Similarity in Multidimensional Subjective Tourist Information and Discovery of Cryptic Spots by Interactive GHSOM. - Takumi Ichimura; Shin Kamada (SMC, 2013)

Density-Based Spatiotemporal Clustering Algorithm for Extracting Bursty Areas from Georeferenced Documents. - Keiichi Tamura; Takumi Ichimura (SMC, 2013)

Emotion-oriented agent in mental state transition learning network. - Takumi Ichimura; Kazuya Mera (Int. J. Comput. Intell. Stud., 2013)

Web intelligence for tourism using railway data by a simplified fuzzy reasoning method. - Takashi Hasuike; Takumi Ichimura (J. Intell. Fuzzy Syst., 2013)

Emergence of altruism behavior for multi feeding areas in army ant social evolutionary system. - Takumi Ichimura; Takuya Uemoto; Akira Hara (SMC, 2014)

Analysis of the social community based on the network growing model in open source software community. - Takumi Ichimura; Takuya Uemoto (IWCIA, 2015)

Recommendation system of Grants-in-Aid for researchers by using JSPS keyword. - Shin Kamada; Takumi Ichimura; Takanobu Watanabe (IWCIA, 2015)

A Generation Method of Immunological Memory in Clonal Selection Algorithm by Using Restricted Boltzmann Machines. - Shin Kamada; Takumi Ichimura (SMC, 2015)

The recommendation system to SNS community for tourists by using altruistic behaviors. - Takumi Ichimura; Takuya Uemoto; Shin Kamada (IWCIA, 2016)

Fine tuning method by using knowledge acquisition from Deep Belief Network. - Shin Kamada; Takumi Ichimura (IWCIA, 2016)

A recommendation system of grants to acquire external funds. - Shin Kamada; Takumi Ichimura; Takanobu Watanabe (IWCIA, 2016)

A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm. - Shin Kamada; Takumi Ichimura (ICONIP (4), 2016)

An adaptive learning method of Restricted Boltzmann Machine by neuron generation and annihilation algorithm. - Shin Kamada; Takumi Ichimura (SMC, 2016)

Time series classification using MACD-Histogram-based SAX and its performance evaluation. - Keiichi Tamura; Tatsuhiro Sakai; Takumi Ichimura (SMC, 2016)

An evaluation of distillation deep learning network architecture. - Yoshitaka Fujii; Takumi Ichimura (IWCIA, 2017)

Shortening time required for adaptive structural learning method of deep belief network with multi-modal data arrangement. - Shin Kamada; Takumi Ichimura (IWCIA, 2017)

MACD-histogram-based recurrence plot: A new representation for time series classification. - Keiichi Tamura; Takumi Ichimura (IWCIA, 2017)

Adaptive learning method of recurrent temporal deep belief network to analyze time series data. - Takumi Ichimura; Shin Kamada (IJCNN, 2017)

Knowledge extracted from recurrent deep belief network for real time deterministic control. - Shin Kamada; Takumi Ichimura (SMC, 2017)

Clustering of time series using hybrid symbolic aggregate approximation. - Keiichi Tamura; Takumi Ichimura (SSCI, 2017)

Altruistic behaviours-based recommendation system of tourist information from smartphone application to SNS community. - Takumi Ichimura; Takuya Uemoto; Shin Kamada (Int. J. Comput. Intell. Stud., 2017)

Fine tuning of adaptive learning of deep belief network for misclassification and its knowledge acquisition. - Shin Kamada; Takumi Ichimura (Int. J. Comput. Intell. Stud., 2017)

Adaptive Structural Learning of Deep Belief Network for Medical Examination Data and Its Knowledge Extraction by Using C4.5. - Shin Kamada; Takumi Ichimura; Toshihide Harada (AIKE, 2018)

An Adaptive Learning Method of Personality Trait Based Mood in Mental State Transition Network by Recurrent Neural Network. - Takumi Ichimura; Kousuke Tanabe; Toshiyuki Yamashita (CoRR, 2018)

Affective Recommendation System for Tourists by Using Emotion Generating Calculations. - Takumi Ichimura; Issei Tachibana (CoRR, 2018)

An Adaptive Learning Method of Deep Belief Network by Layer Generation Algorithm. - Shin Kamada; Takumi Ichimura (CoRR, 2018)

Fast training of adaptive structural learning method of deep learning for multi modal data. - Shin Kamada; Takumi Ichimura (Int. J. Comput. Intell. Stud., 2018)

Time series classification using MACD-histogram-based recurrence plot. - Keiichi Tamura; Takumi Ichimura (Int. J. Comput. Intell. Stud., 2018)

Re-learning of Child Model for Misclassified data by using KL Divergence in AffectNet: A Database for Facial Expression. - Takumi Ichimura; Shin Kamada (IWCIA, 2019)

A Video Recognition Method by using Adaptive Structural Learning of Long Short Term Memory based Deep Belief Network. - Shin Kamada; Takumi Ichimura (IWCIA, 2019)

An Object Detection by using Adaptive Structural Learning of Deep Belief Network. - Shin Kamada; Takumi Ichimura (IJCNN, 2019)

Knowledge Extraction of Adaptive Structural Learning of Deep Belief Network for Medical Examination Data. - Shin Kamada; Takumi Ichimura; Toshihide Harada (Int. J. Semantic Comput., 2019)

Adaptive structure learning method of deep belief network using neuron generation-annihilation and layer generation. - Shin Kamada; Takumi Ichimura; Akira Hara; Kenneth J. Mackin (Neural Comput. Appl., 2019)

A Distillation Learning Model of Adaptive Structural Deep Belief Network for AffectNet: Facial Expression Image Database. - Takumi Ichimura; Shin Kamada (IIAI-AAI, 2020)

An Embedded System for Image-based Crack Detection by using Fine-Tuning model of Adaptive Structural Learning of Deep Belief Network. - Shin Kamada; Takumi Ichimura (TENCON, 2020)

Adaptive Structural Deep Learning to Recognize Kinship Using Families in Wild Multimedia. - Takumi Ichimura; Shin Kamada (KES-IDT, 2021)

Image-Based Early Detection of Alzheimer's Disease by Using Adaptive Structural Deep Learning. - Shin Kamada; Takumi Ichimura; Toshihide Harada (KES-IDT, 2021)

Automatic Extraction of Road Networks from Satellite Images by using Adaptive Structural Deep Belief Network. - Shin Kamada; Takumi Ichimura (CoRR, 2021)

An Adaptive Structural Learning of Deep Belief Network for Image-based Crack Detection in Concrete Structures Using SDNET2018. - Shin Kamada; Takumi Ichimura; Takashi Iwasaki (CoRR, 2021)

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. - Shin Kamada; Takumi Ichimura (Int. J. Comput. Intell. Stud., 2021)

A Segmentation Method of Lung Tumor by using Adaptive Structural Deep Belief Network. - Shin Kamada; Takumi Ichimura (SICE, 2023)

Automatic Extraction of Road Networks by Using Teacher-Student Adaptive Structural Deep Belief Network and Its Application to Landslide Disaster. - Shin Kamada; Takumi Ichimura (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Multimodal Adaptive Structural Deep Belief Network for Emotion Recognition on RAVDESS Dataset. - Shin Kamada; Takumi Ichimura (IIAI-AAI, 2024)