News & Highlights (this year’s items in bold)
- Metacluster-based Projective Clustering Ensembles
- ”Who’s out there?” Identifying and Ranking Lurkers in Social Networks
- Co-organized Workshop: MultiClust Workshop at ACM SIGKDD 2013
- Minimizing the variance of cluster mixture models for clustering uncertain objects
- A Segment-based Approach To Clustering Multi-Topic Documents
- Exploring Dictionary-based Semantic Relatedness in Labeled Tree Data
- Projective Clustering Ensembles
- Uncertain Centroid based Partitional Clustering of Uncertain Data
- XML Document Clustering Using Structure-Preserving Flat Representation of XML Content and Structure
- Co-organized Workshop: 3Clust Workshop at PAKDD 2012
- A Statistical Model for Topically Segmented Documents
- SIGIR Report on INEX 2010
Tags
classification clustering clustering ensembles document clustering DSA email mining fuzzy logics information extraction information networks linear programming mass spectrometry optimization PageRank PDF documents projective clustering semantic relatedness similarity detection subspace clustering time series uncertain data web content mining web personalization web usage mining web wrapping WordNet word sense disambiguation wrapping XML XML content clustering XML mining XML structure clustering
Tag Archives: XML
XML Document Clustering Using Structure-Preserving Flat Representation of XML Content and Structure
F. Hadzic, M. Hecker, A. Tagarelli. XML Document Clustering Using Structure-Preserving Flat Representation of XML Content and Structure. 7th International Conference on Advanced Data Mining and Applications (ADMA’11), LNAI 7121 (Part 2), pp. 403-416. Beijing, China, December 17-19, 2011. PDF
Collaborative Clustering of XML Documents
S. Greco, F. Gullo, G. Ponti, A. Tagarelli. Collaborative Clustering of XML Documents. Journal of Computer and System Sciences 77:988-1008, 2011. PDF
Posted in Journals, News
Tagged document clustering, P2P, XML, XML content clustering, XML mining, XML structure clustering
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Overview of the INEX 2010 XML Mining Track: Clustering and Classification of XML Documents
C. M. De Vries, R. Nayak, S. Kutty, S. Geva, A. Tagarelli. Overview of the INEX 2010 XML Mining Track: Clustering and Classification of XML Documents. Ninth International Workshop on the Initiative for the Evaluation of XML Retrieval (INEX 2010), LNCS … Continue reading
Posted in Conference Proceedings, News
Tagged document clustering, INEX, Wikipedia, XML, XML content clustering, XML mining, XML structure clustering
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Schema-based Web Wrapping
B. Fazzinga, S. Flesca, A. Tagarelli. Schema-based Web Wrapping. Knowledge and Information Systems, 26(1):127-173, 2011.
Posted in Journals, News
Tagged information extraction, schema extraction, web wrapping, wrapper generalization, XML
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Collaborative XML Document Clustering
F. Gullo, G. Ponti, A. Tagarelli, S. Greco. Collaborative XML Document Clustering. 1th International Workshop on Distributed XML Processing. Vienna, Austria, September 22-25, 2009.
Posted in Conference Proceedings
Tagged document clustering, P2P, XML, XML mining, XML structure clustering
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Learning Robust Web Wrappers
B. Fazzinga, S. Flesca, A. Tagarelli. Learning Robust Web Wrappers. 16th International Conference and Workshop on Database and Expert Systems Applications (DEXA ’05), LNCS 3588, pp. 736-745. Copenhagen, Denmark, August 22-26, 2005.
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Tagged web wrapping, wrapper generalization, XML, XML Schema
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Schema-based Web Wrapping
S. Flesca, A. Tagarelli. Schema-based Web Wrapping. 23rd International Conference on Conceptual Modeling (ER ’04), LNCS 3288, pp. 286-299. Shangai, China, November 8-12, 2004.
A Tree-based Approach to Clustering XML Documents by Structure
G. Costa, G. Manco, R. Ortale, A. Tagarelli. A Tree-based Approach to Clustering XML Documents by Structure. 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD ’04), LNAI 3202, pp. 137-148. Pisa, Italy, September 20-24, 2004.
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Tagged document clustering, XML, XML mining, XML structure clustering
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Clustering of XML Documents by Structure based on Tree Matching and Merging
G. Costa, G. Manco, R. Ortale, A. Tagarelli. Clustering of XML Documents by Structure based on Tree Matching and Merging. 12th Italian Symposium on Advanced Database Systems (SEBD ’04), pp. 314-325. S. Margherita di Pula (Cagliari), Italy, June 21-23, 2004.
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Tagged document clustering, XML, XML mining, XML structure clustering
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Distance-based Clustering of XML Documents
F. De Francesca, G. Gordano, R. Ortale, A. Tagarelli. Distance-based Clustering of XML Documents. 1st International Workshop on Mining Graphs, Trees and Sequences (MGTS’03) in conjunction with 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD ’03), pp. 75-78. … Continue reading
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Tagged document clustering, XML, XML mining, XML structure clustering
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