Art

J-GLOBAL ID：201502217383249570   Reference number：15A0840291

Analyzing instability of industrial clustering techniques

産業クラスタリング技法の不安定性解析

Author (1)： OKAMOTO Shunsuke (Kyushu Univ., Fac. of Economics, 6-19-1 Hakozaki, Higashi-ku, 812-8581, Fukuoka, JPN)
Material： Environmental Economics and Policy Studies  (Environ Econ Policy Stud)
Volume： 17  Issue： 3  Page： 389-406  Publication year： Jul. 2015 
JST Material Number： L3992A  ISSN： 1432-847X  Document type： Article
Article type： 原著論文  Country of issue： Germany, Federal Republic of (DEU)  Language： ENGLISH (EN)

Thesaurus term： *life cycle assessment ,  *carbon dioxide emissions ,  error (measure) ,  *evaluation ,  method ,  *Cluster Analysis ,  matrix (mathematics) ,  mathematical transformation ,  *factorization ,  *average method ,  *input-output analysis ,  optimization ,  cluster ,  N value ,  cluster segmentation ,  *physical distribution ,  division and resolution ,  *supply chain ,  *eigenvalue decomposition ,  *industrial cluster ,  Truncation error ,  *non-negative matrix factorization ,  modification
Semi thesaurus term： *k-means method ,  Laplacian matrix ,  *Clustering method ,  graph partitioning ,  underestimation ,  *instability analysis ,  *discrete optimization

JST classification (2)： Environmental problems  (SA01020V) ,  Numerical computation  (JE02000J)

Reference (29)：

• Ben-David S, von Luxburg U (2008) Relating clustering stability to properties of cluster boundaries. In: Proceedings of the 21st annual conference on learning theory (COLT), pp 379-390
• Ben-David S, Pál D, Simon HU (2007) Stability of k-means clustering. Lect Notes Comput Sci 4539:20-34
• Ding C, He X, Simon HD (2005) On the equivalence of nonnegative matrix factorization and spectral clustering. In: Proceedings of SIAM international conference on data mining (SDM’05), pp 606-610
• Ding C, Li T, Jordan MI (2008) Nonnegative matrix factorization for combinatorial optimization: spectral clustering, graph matching, and clique finding. In: Proceedings of 2008 eighth IEEE international conference on data mining, pp 183-192
• Donath WE, Hofmann AJ (1973) Lower bounds for the partitioning of graphs. IBM J Res Dev 17:420-425

Terms in the title (4)： 産業 ,  クラスタリング ,  技法 ,  不安定性解析