| 2020 | Tencon | 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 |
| 2019 | IJCNN | An Object Detection by using Adaptive Structural Learning of Deep Belief Network. | Shin Kamada, Takumi Ichimura |
| 2017 | IJCNN | Adaptive learning method of recurrent temporal deep belief network to analyze time series data. | Takumi Ichimura, Shin Kamada |
| 2017 | SMC | Knowledge extracted from recurrent deep belief network for real time deterministic control. | Shin Kamada, Takumi Ichimura |
| 2016 | ICONIP | A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm. | Shin Kamada, Takumi Ichimura |
| 2016 | SMC | An adaptive learning method of Restricted Boltzmann Machine by neuron generation and annihilation algorithm. | Shin Kamada, Takumi Ichimura |
| 2016 | SMC | Time series classification using MACD-Histogram-based SAX and its performance evaluation. | Keiichi Tamura, Tatsuhiro Sakai, Takumi Ichimura |
| 2015 | SMC | A Generation Method of Immunological Memory in Clonal Selection Algorithm by Using Restricted Boltzmann Machines. | Shin Kamada, Takumi Ichimura |
| 2014 | SMC | Emergence of altruism behavior for multi feeding areas in army ant social evolutionary system. | Takumi Ichimura, Takuya Uemoto, Akira Hara |
| 2013 | SMC | 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 |
| 2013 | SMC | Density-Based Spatiotemporal Clustering Algorithm for Extracting Bursty Areas from Georeferenced Documents. | Keiichi Tamura, Takumi Ichimura |
| 2012 | SMC | 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 |
| 2011 | SMC | A proposal of interactive growing hierarchical SOM. | Takumi Ichimura, Takashi Yamaguchi |
| 2011 | SMC | Classification of EGC output and Mental State Transition Network using Self Organizing Map. | Kazuya Mera, Takumi Ichimura |
| 2011 | SMC | Visualization using multi-layered U-Matrix in growing Tree-Structured self-organizing feature map. | Takashi Yamaguchi, Takumi Ichimura |
| 2010 | CEC | Ant Colony Optimization using exploratory ants for constructing partial solutions. | Akira Hara, Syuhei Matsushima, Takumi Ichimura, Tetsuyuki Takahama |
| 2009 | SMC | Human Communication Network Based on the Classification Results of Personal Preferences by Using Self-Organizing Map. | Takumi Ichimura, Azusa Yamasaki, Akira Hara, Tetsuyuki Takahama |
| 2007 | CEC | Species-based differential evolution with switching search strategies for multimodal function optimization. | Miyuki Shibasaka, Akira Hara, Takumi Ichimura, Tetsuyuki Takahama |
| 2007 | KES | Reconsideration of the Effectiveness on Extracting Computer Diagnostic Rules by Automatically Defined Groups. | Yoshiaki Kurosawa, Akira Hara, Kazuya Mera, Takumi Ichimura |
| 2007 | SMC | A classification method for spam e-mail by Self-Organizing Map and automatically defined groups. | Takumi Ichimura, Akira Hara, Yoshiaki Kurosawa |
| 2006 | CEC | Effective Diversification of Ant-Based Search Using Colony Fission and Extinction. | Akira Hara, Takumi Ichimura, Nobuyuki Fujita, Tetsuyuki Takahama |
| 2006 | KES | Expressed Emotion Calculation Method According to the User's Personality. | Kazuya Mera, Takumi Ichimura |
| 2006 | KES | Time Series Data Classification Using Recurrent Neural Network with Ensemble Learning. | Shinichi Oeda, Ikusaburo Kurimoto, Takumi Ichimura |
| 2006 | SMC | A Proposal of Interactive Genetic Network Programming by Fuzzy Structural Modeling. | Takumi Ichimura, Kazuya Sakaguchi, Akira Hara, Tetsuyuki Takahama |
| 2006 | SMC | Extraction of Error Detection Rules without Supervised Information from Log Files Using Automatically Defined Groups. | Yoshiaki Kurosawa, Akira Hara, Takumi Ichimura, Yuji Kawano |
| 2006 | SMC | Fuzzy Cognitive Map Application for Real Environment using Concept Template. | Kazuya Mera, Takumi Ichimura |
| 2005 | KES | Extraction of Risk Factors by Multi-agent Voting Model Using Automatically Defined Groups. | Akira Hara, Takumi Ichimura, Tetsuyuki Takahama, Yoshinori Isomichi |
| 2005 | KES | Effect of Direct Communication in Ant System. | Akira Hara, Takumi Ichimura, Tetsuyuki Takahama, Yoshinori Isomichi, Motoki Shigemi |
| 2005 | KES | Health Support Intelligent System for Diabetic Patient by Mobile Phone. | Takumi Ichimura, Machi Suka, Akihiro Sugihara, Kazunari Harada |
| 2005 | KES | 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 |
| 2005 | KES | Preprocessing for Extracting Information from Medical Record to Add XML Tags. | Yoshiaki Kurosawa, Akira Hara, Machi Suka, Takumi Ichimura |
| 2005 | KES | An Error Measure for Japanese Morphological Analysis Using Similarity Measures. | Yoshiaki Kurosawa, Yuji Sakamoto, Takumi Ichimura, Teruaki Aizawa |
| 2005 | KES | Attribute Intensity Calculating Method from Evaluative Sentences by Fuzzy Inference. | Kazuya Mera, Hiromi Yano, Takumi Ichimura |
| 2005 | KES | A Scheduling Method of Data Transmission in the Internet Communication by Recurrent Neural Network. | Norio Ozaki, Takumi Ichimura |
| 2004 | KES | Extraction of Rules from Coronary Heart Disease Database Using Automatically Defined Groups. | Akira Hara, Takumi Ichimura, Tetsuyuki Takahama, Yoshinori Isomichi |
| 2004 | KES | Using Mitate-shi Related to the CONTAINER Schema for Detecting the Container-for-Contents Metonymy. | Yoshiaki Kurosawa, Takumi Ichimura, Teruaki Aizawa |
| 2004 | KES | Emotion Analyzing Method Using Physiological State. | Kazuya Mera, Takumi Ichimura |
| 2004 | KES | Emotion Oriented Intelligent System for Elderly People. | Kazuya Mera, Yoshiaki Kurosawa, Takumi Ichimura |
| 2004 | KES | Immune Multi Agent Neural Network and Its Application to the Coronary Heart Disease Database. | Shinichi Oeda, Takumi Ichimura, Katsumi Yoshida |
| 2004 | KES | Development of Coronary Heart Disease Database. | Machi Suka, Takumi Ichimura, Katsumi Yoshida |
| 2003 | KES | Extraction of Rules by Heterogeneous Agents Using Automatically Defined Groups. | Akira Hara, Takumi Ichimura, Tetsuyuki Takahama, Yoshinori Isomichi |
| 2003 | KES | Multi-objective Decision Making by AHP and Its Application to Personal Preference Retrieval System. | Takumi Ichimura, Akira Hara, Tetsuyuki Takahama, Yoshinori Isomichi, Rie Utsunomiya |
| 2003 | KES | A Classification Capability of Reflective Neural Networks in Medical Databases. | Takumi Ichimura, Shinichi Oeda, Machi Suka, Katsumi Yoshida |
| 2003 | KES | A Classification Method of Medical Database by Immune Multi-agent Neural Networks with Planar Lattice Architecture. | Takumi Ichimura, Shinichi Oeda, Toshiyuki Yamashita, Katsumi Yoshida |
| 2003 | KES | A Description Method of Syntactic Rules on Japanese Filmscript. | Yoshiaki Kurosawa, Takumi Ichimura, Teruaki Aizawa |
| 2003 | KES | Emotion Generating Calculations Based on Hidden Markov Model. | Kazuya Mera, Takumi Ichimura |
| 2003 | KES | Knowledge Structure for Acquiring Personal Taste Information. | Kazuya Mera, Takumi Ichimura |
| 2003 | KES | Support System for Analysis of Student's Motivation in Group Learning. | Manabu Nakamura, Takumi Ichimura, Kazuya Mera, Setsuko Otsuki |
| 2003 | KES | 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 |
| 2003 | KES | Data Mining for Seeking Relationships between Sickness Absence and Japanese Worker's Profile. | Hiroki Sugimori, Yukiyasu Iida, Machi Suka, Takumi Ichimura, Katsumi Yoshida |
| 2003 | KES | Clinical Decision Support System Applied the Analytic Hierarchy Process. | Machi Suka, Takumi Ichimura, Katsumi Yoshida |
| 2001 | CEC | An adaptive evolutional neuro learning method using genetic search and extraction of rules from trained networks. | Takumi Ichimura, Shinichi Oeda, Katsumi Yoshida |
| 2001 | SMC | 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 |
| 2000 | KES | Adaptive evolutional learning method of neural networks using genetic algorithms under dynamic environments. | Shinichi Oeda, Takumi Ichimura, Mutsuhiro Terauchi, Tetsuyuki Takahama, Yoshinori Isomichi |
| 2000 | KES | Fuzzy reasoning model of facial selection and its applications. | Toshiyuki Yamashita, Takumi Ichimura, Eiichiro Tazaki, Masahiro Takahashi |
| 2000 | SMC | Construction of a dialog system with emotions for elderly persons by neural networks. | Takumi Ichimura, Kazuya Mera, Toshiyuki Yamashita |