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BUAP: Performance of K-Star at the INEX'09 Clustering Task [chapter]

David Pinto, Mireya Tovar, Darnes Vilariño, Beatriz Beltrán, Héctor Jiménez-Salazar, Basilia Campos
2010 Lecture Notes in Computer Science  
The obtained results outperformed different baselines presented in the INEX 2009 clustering task.  ...  We approached this challenge by using a simple clustering algorithm (K-Star) in a recursive clustering process over subsets of the complete collection.  ...  Cluster = C Cluster {d k }; C1, C2, · · · Fig. 2 . 7 ({Ci, 1 ,while 271 Two step approach of BUAP Team at the INEX 2009 clustering task Algorithm 2.  ... 
doi:10.1007/978-3-642-14556-8_43 fatcat:duxkaarqp5gnngcbwrzgcrt2tq

Clustering XML Documents using Structure and Content Based in a Proposal Similarity Function (OverallSimSUX)

Damny Magdaleno Guevara, Ivette E. Fuentes Herrera, María M. García Lorenzo
2015 Journal of Computacion y Sistemas  
In this paper, we propose a new method of automatic clustering of XML documents based on their content and structure, as well as on a new similarity function OverallSimSUX which facilitates capturing the  ...  This task becomes increasingly complex and defiant, mainly because collections of documents are usually heterogeneous, big, diverse, and dynamic.  ...  BUAP: Performance of K-Star at the INEX'09 Clustering Task Both structure and content Kutty, S.  ... 
doi:10.13053/cys-19-1-1922 fatcat:aem2yuodjrd4tiazutklqo4yly

Comparative Study of Clustering Algorithms using Overall SimSUX Similarity Function for XML Documents

Damny Magdaleno
2015 Inteligencia Artificial  
Although this methodology shows good performance, endorsed by experiments with several corpus and statistical tests, on having had impliedly only one clustering algorithm, K-Star, we do not know the effect  ...  differences respect to the K-Star and G-Star clustering algorithms, according to conclusions achieved by Nemenyi's post-hoc test.; (2) For each analysed algorithm when using the methodology, we obtain  ...  "BUAP: Performance of K-Star at the INEX'09 Clustering Task." [19] Using the iterative clustering algorithm K-Star in a recursive clustering process.  ... 
doi:10.4114/ia.v18i55.1097 fatcat:4mtnb4flcfcdjdfhor2cazekoe