Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Mieczyslaw A. Klopotek"'
Publikováno v:
Studies in Computational Intelligence ISBN: 9783540768265
In this chapter we focus on some problems concerning application of an immune-based algorithm to extraction and visualization of cluster structure. Particularly a hierarchical, topic-sensitive approach is proposed; it appears to be a robust solution
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a5b94210fa6fded1856463f5e5549fa3
https://doi.org/10.1007/978-3-540-76827-2_15
https://doi.org/10.1007/978-3-540-76827-2_15
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783540748243
IDA
IDA
We present a novel approach to the growing neural gas (GNG). based clustering of the high-dimensional text data. We enhance our Contextual GNG models (proposed previously to shift the majority of calculations to context-sensitive, local sub-graphs an
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::febb89c781391016c98f1228c7e57332
https://doi.org/10.1007/978-3-540-74825-0_26
https://doi.org/10.1007/978-3-540-74825-0_26
Autor:
Krzysztof Ciesielski, Michał Dramiński, Slawomir T. Wierzchon, Mieczyslaw A. Klopotek, Dariusz Czerski
Publikováno v:
Advances in Soft Computing ISBN: 9783540335207
Intelligent Information Systems
Intelligent Information Systems
As document map creation algorithms like WebSOM are computation- ally expensive, and hardly reconstructible even from the same set of documents, new methodology is urgently needed to allow to construct document maps to han- dle streams of new documen
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b83bc9c3bcfac5a700972677505cd161
https://doi.org/10.1007/3-540-33521-8_11
https://doi.org/10.1007/3-540-33521-8_11
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783540457640
ISMIS
ISMIS
The increasing number of documents returned by search engines for typical requests makes it necessary to look for new methods of representation of contents of the results, like document maps. Though visually impressive, doc maps (e.g. WebSOM) are ext
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::93eb3c9dbdbf1ba2e7e0e6b13b1a4d2b
https://doi.org/10.1007/11875604_79
https://doi.org/10.1007/11875604_79
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783540377498
ICARIS
ICARIS
We present a novel approach to incremental document maps creation, which relies upon partition of a given collection of documents into a hierarchy of homogeneous groups of documents represented by different sets of terms. Further each group (defining
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0e634bb70b844d4eb6bc936193e171f5
https://doi.org/10.1007/11823940_33
https://doi.org/10.1007/11823940_33