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  1. 学会・会議発表論文
  2. 学会・会議発表論文

Task Segmentation in a Mobile Robot by mnSOM and Hierarchical Clustering

http://hdl.handle.net/10228/2377
http://hdl.handle.net/10228/2377
33767851-1f9b-48d1-8880-8e06f1344742
名前 / ファイル ライセンス アクション
MuslimIshikawaFurukawa-WSOM07-TSi.pdf MuslimIshikawaFurukawa-WSOM07-TSi.pdf (407.4 kB)
Item type 会議発表論文 = Conference Paper(1)
公開日 2009-04-13
タイトル
タイトル Task Segmentation in a Mobile Robot by mnSOM and Hierarchical Clustering
言語
言語 eng
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_5794
資源タイプ conference paper
著者 Muslim, Muhammad Aziz

× Muslim, Muhammad Aziz

WEKO 6218

Muslim, Muhammad Aziz

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Ishikawa, Masumi

× Ishikawa, Masumi

WEKO 3681
Scopus著者ID 35409308900

Ishikawa, Masumi

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Furukawa, Tetsuo

× Furukawa, Tetsuo

WEKO 661
e-Rad 50219101
Scopus著者ID 56237975100
ORCiD 0000-0002-4469-7749
九工大研究者情報 343

Furukawa, Tetsuo

Search repository
抄録
内容記述タイプ Abstract
内容記述 Our previous studies assigned labels to mnSOM modules based on the assumption that winner modules corresponding to subsequences in the same class share the same label. We propose segmentation using hierarchical clustering based on the resulting mnSOM. Since it does not need the above unrealistic assumption, it gains practical importance at the sacrifice of the deterioration of the segmentation performance by 1.2%. We compare the performance of task segmentation for two kinds of module architecture in mnSOM. The result is that module architecture with sensory-motor signals as target outputs has superior performance to that with only sensory signals as target outputs.
内容記述
内容記述タイプ Other
内容記述 The 6th International Workshop on Self-Organizing Maps (WSOM), 2007 Bielefeld University, Bielefeld, Germany, September 3 - 6, 2007
書誌情報 Proceedings of the 6th International Workshop of Self-Organizing Maps (WSOM 2007)

発行日 2007-09-01
出版者
出版者 6th lnt. Workshop on Self-Organizing Maps (WSOM 2007)
DOI
関連タイプ isIdenticalTo
識別子タイプ DOI
関連識別子 https://doi.org/10.2390/biecoll-wsom2007-151
キーワード
主題Scheme Other
主題 mnSOM
キーワード
主題Scheme Other
主題 task segmentation
キーワード
主題Scheme Other
主題 hierarchical clustering
版
出版タイプ VoR
出版タイプResource http://purl.org/coar/version/c_970fb48d4fbd8a85
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