Tetsuo Furukawa

According to our database, Tetsuo Furukawa authored at least 33 papers between 2005 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2022

Multi-task manifold learning for small sample size datasets.

Hideaki Ishibashi, Kazushi Higa, Tetsuo Furukawa

Neurocomputing, 2022

Visual analytics of set data for knowledge discovery and member selection support.

Ryuji Watanabe, Hideaki Ishibashi, Tetsuo Furukawa

Decis. Support Syst., 2022

Low-rank kernel decomposition for scalable manifold modeling.

Kazuki Miyazaki, Shuhei Takano, Ryo Tsuno, Hideaki Ishibashi, Tetsuo Furukawa

Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022

2020

Simultaneous Visualization of Documents, Words and Topics by Tensor Self-Organizing Map and Non-negative Matrix Factorization.

Kazuki Noguchi, Takuro Ishida, Tetsuo Furukawa

Proceedings of the Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems, 2020

2018

Hierarchical Tensor SOM Network for Multilevel-Multigroup Analysis.

Hideaki Ishibashi, Tetsuo Furukawa

Neural Process. Lett., 2018

Hierarchical Tensor Manifold Modeling for Multi-Group Analysis.

Hideaki Ishibashi, Masayoshi Era, Tetsuo Furukawa

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2018

Tensor Self-Organizing Map for Kansei Analysis.

Kyouhei Itonaga, Kaori Yoshida, Tetsuo Furukawa

Proceedings of the 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems (SCIS) and 19th International Symposium on Advanced Intelligent Systems (ISIS), 2018

Simultaneous Analysis of Subjective and Objective Data Using Coupled Tensor Self-organizing Maps: Wine Aroma Analysis with Sensory and Chemical Data.

Keisuke Yoneda, Kimihiro Nakano, Keiichi Horio, Tetsuo Furukawa

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Multi-task Manifold Learning Using Hierarchical Modeling for Insufficient Samples.

Hideaki Ishibashi, Kazushi Higa, Tetsuo Furukawa

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2016

Tensor SOM and tensor GTM: Nonlinear tensor analysis by topographic mappings.

Tohru Iwasaki, Tetsuo Furukawa

Neural Networks, 2016

Self-Organizing Maps for Multi-system and Multi-view Datasets.

Hideaki Ishibashi, Tetsuo Furukawa

Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

Multilevel-Multigroup Analysis Using a Hierarchical Tensor SOM Network.

Hideaki Ishibashi, Ryota Shinriki, Hirohisa Isogai, Tetsuo Furukawa

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2013

Shape space estimation by higher-rank of SOM.

Sho Yakushiji, Tetsuo Furukawa

Neural Comput. Appl., 2013

2012

Self Evolving Modular Network.

Kazuhiro Tokunaga, Nobuyuki Kawabata, Tetsuo Furukawa

IEICE Trans. Inf. Syst., 2012

Research on multi-system learning theory: A case study of Brain-Inspired System research.

Tetsuo Furukawa, Kiyohisa Natsume, Takashi Ohkubo

Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

2011

Requirements for the Learning of Multiple Dynamics.

Takashi Ohkubo, Tetsuo Furukawa, Kazuhiro Tokunaga

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Shape Space Estimation by SOM2.

Sho Yakushiji, Tetsuo Furukawa

Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010

An Adaptive Controller System Using mnSOM (2nd Report: Implementation into an Autonomous Underwater Robot).

Yasunori Takemura, Makoto Ishitsuka, Shuhei Nishida, Kazuo Ishii, Tetsuo Furukawa

Proceedings of the Brain-Inspired Information Technology, 2010

2009

Modular network SOM.

Kazuhiro Tokunaga, Tetsuo Furukawa

Neural Networks, 2009

SOM of SOMs.

Tetsuo Furukawa

Neural Networks, 2009

RBF×SOM: An Efficient Algorithm for Large-Scale Multi-System Learning.

Takashi Ohkubo, Kazuhiro Tokunaga, Tetsuo Furukawa

IEICE Trans. Inf. Syst., 2009

Line Image Classification by NG×SOM: Application to Handwritten Character Recognition.

Makoto Otani, Kouichi Gunya, Tetsuo Furukawa

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

2008

A class density approximation neural network for improving the generalization of Fisherface.

Jiayan Jiang, Liming Zhang, Tetsuo Furukawa

Neurocomputing, 2008

2007

Task segmentation in a mobile robot by mnSOM: a new approach to training expert modules.

Muhammad Aziz Muslim, Masumi Ishikawa, Tetsuo Furukawa

Neural Comput. Appl., 2007

Task Segmentation in a Mobile Robot by mnSOM and Clustering with Spatio-temporal Contiguity.

Muhammad Aziz Muslim, Masumi Ishikawa, Tetsuo Furukawa

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Realized through a Marriage with Modular-Networks.

Tetsuo Furukawa, Kazuhiro Tokunaga

Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

2006

A New Approach to Task Segmentation in Mobile Robots by mnSOM.

Muhammad Aziz Muslim, Masumi Ishikawa, Tetsuo Furukawa

Proceedings of the International Joint Conference on Neural Networks, 2006

Modular Network SOM: Theory, Algorithm and Applications.

Kazuhiro Tokunaga, Tetsuo Furukawa

Proceedings of the Neural Information Processing, 13th International Conference, 2006

An Online Adaptation Control System Using mnSOM.

Shuhei Nishida, Kazuo Ishii, Tetsuo Furukawa

Proceedings of the Neural Information Processing, 13th International Conference, 2006

Improving the Generalization of Fisherface by Training Class Selection Using SOM².

Jiayan Jiang, Liming Zhang, Tetsuo Furukawa

Proceedings of the Neural Information Processing, 13th International Conference, 2006

Generalization of the Self-Organizing Map: From Artificial Neural Networks to Artificial Cortexes.

Tetsuo Furukawa, Kazuhiro Tokunaga

Proceedings of the Neural Information Processing, 13th International Conference, 2006

SOM of SOMs: An Extension of SOM from 'Map' to 'Homotopy'.

Tetsuo Furukawa

Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005

SOM of SOMs: Self-organizing Map Which Maps a Group of Self-organizing Maps.

Tetsuo Furukawa

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005