Tetsuo Furukawa

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 14

Top Topics

Manifold Learning

Dimensionality Reduction

Top Venues

Publications

Ryuji Watanabe, Hideaki Ishibashi, Tetsuo Furukawa
Visual analytics of set data for knowledge discovery and member selection support. Decis. Support Syst. 152 (2022)
Hideaki Ishibashi, Kazushi Higa, Tetsuo Furukawa
Multi-task manifold learning for small sample size datasets. Neurocomputing 473 (2022)
Kazuki Miyazaki, Shuhei Takano, Ryo Tsuno, Hideaki Ishibashi, Tetsuo Furukawa
Low-rank kernel decomposition for scalable manifold modeling. SCIS/ISIS (2022)
Hideaki Ishibashi, Kazushi Higa, Tetsuo Furukawa
Multi-task manifold learning for small sample size datasets. CoRR (2021)
Ryuji Watanabe, Hideaki Ishibashi, Tetsuo Furukawa
Visual analytics of set data for knowledge discovery and member selection support. CoRR (2021)
Kazuki Noguchi, Takuro Ishida, Tetsuo Furukawa
Simultaneous Visualization of Documents, Words and Topics by Tensor Self-Organizing Map and Non-negative Matrix Factorization. SCIS/ISIS (2020)
Hideaki Ishibashi, Masayoshi Era, Tetsuo Furukawa
Hierarchical Tensor Manifold Modeling for Multi-Group Analysis. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (11) (2018)
Hideaki Ishibashi, Kazushi Higa, Tetsuo Furukawa
Multi-task Manifold Learning Using Hierarchical Modeling for Insufficient Samples. ICONIP (3) (2018)
Keisuke Yoneda, Kimihiro Nakano, Keiichi Horio, Tetsuo Furukawa
Simultaneous Analysis of Subjective and Objective Data Using Coupled Tensor Self-organizing Maps: Wine Aroma Analysis with Sensory and Chemical Data. ICONIP (6) (2018)
Kyouhei Itonaga, Kaori Yoshida, Tetsuo Furukawa
Tensor Self-Organizing Map for Kansei Analysis. SCIS&ISIS (2018)
Hideaki Ishibashi, Tetsuo Furukawa
Hierarchical Tensor SOM Network for Multilevel-Multigroup Analysis. Neural Process. Lett. 47 (3) (2018)
Hideaki Ishibashi, Tetsuo Furukawa
Self-Organizing Maps for Multi-system and Multi-view Datasets. SCIS&ISIS (2016)
Hideaki Ishibashi, Ryota Shinriki, Hirohisa Isogai, Tetsuo Furukawa
Multilevel-Multigroup Analysis Using a Hierarchical Tensor SOM Network. ICONIP (3) (2016)
Tohru Iwasaki, Tetsuo Furukawa
Tensor SOM and tensor GTM: Nonlinear tensor analysis by topographic mappings. Neural Networks 77 (2016)
Sho Yakushiji, Tetsuo Furukawa
Shape space estimation by higher-rank of SOM. Neural Comput. Appl. 22 (7-8) (2013)
Kazuhiro Tokunaga, Nobuyuki Kawabata, Tetsuo Furukawa
Self Evolving Modular Network. IEICE Trans. Inf. Syst. (5) (2012)
Tetsuo Furukawa, Kiyohisa Natsume, Takashi Ohkubo
Research on multi-system learning theory: A case study of Brain-Inspired System research. SCIS&ISIS (2012)
Sho Yakushiji, Tetsuo Furukawa
Shape Space Estimation by SOM2. ICONIP (2) (2011)
Takashi Ohkubo, Tetsuo Furukawa, Kazuhiro Tokunaga
Requirements for the Learning of Multiple Dynamics. WSOM (2011)
Kazuhiro Tokunaga, Tetsuo Furukawa
Modular network SOM. Neural Networks 22 (1) (2009)
Tetsuo Furukawa
SOM of SOMs. Neural Networks 22 (4) (2009)
Makoto Otani, Kouichi Gunya, Tetsuo Furukawa
Line Image Classification by NG×SOM: Application to Handwritten Character Recognition. WSOM (2009)
Takashi Ohkubo, Kazuhiro Tokunaga, Tetsuo Furukawa
RBF×SOM: An Efficient Algorithm for Large-Scale Multi-System Learning. IEICE Trans. Inf. Syst. (7) (2009)
Jiayan Jiang, Liming Zhang, Tetsuo Furukawa
A class density approximation neural network for improving the generalization of Fisherface. Neurocomputing 71 (16-18) (2008)
Tetsuo Furukawa, Kazuhiro Tokunaga
Realized through a Marriage with Modular-Networks. FOCI (2007)
Muhammad Aziz Muslim, Masumi Ishikawa, Tetsuo Furukawa
Task segmentation in a mobile robot by mnSOM: a new approach to training expert modules. Neural Comput. Appl. 16 (6) (2007)
Muhammad Aziz Muslim, Masumi Ishikawa, Tetsuo Furukawa
Task Segmentation in a Mobile Robot by mnSOM and Clustering with Spatio-temporal Contiguity. ICONIP (2) (2007)
Tetsuo Furukawa
SOM of SOMs: An Extension of SOM from 'Map' to 'Homotopy'. ICONIP (1) (2006)
Shuhei Nishida, Kazuo Ishii, Tetsuo Furukawa
An Online Adaptation Control System Using mnSOM. ICONIP (1) (2006)
Jiayan Jiang, Liming Zhang, Tetsuo Furukawa
. ICONIP (2) (2006)
Tetsuo Furukawa, Kazuhiro Tokunaga
Generalization of the Self-Organizing Map: From Artificial Neural Networks to Artificial Cortexes. ICONIP (1) (2006)
Muhammad Aziz Muslim, Masumi Ishikawa, Tetsuo Furukawa
A New Approach to Task Segmentation in Mobile Robots by mnSOM. IJCNN (2006)
Kazuhiro Tokunaga, Tetsuo Furukawa
Modular Network SOM: Theory, Algorithm and Applications. ICONIP (1) (2006)
Tetsuo Furukawa
SOM of SOMs: Self-organizing Map Which Maps a Group of Self-organizing Maps. ICANN (1) (2005)