Archivi tag: document clustering
Semantic-Based Multilingual Document Clustering via Tensor Modeling @EMNLP14
S. Romeo, A. Tagarelli, D. Ienco. Semantic-Based Multilingual Document Clustering via Tensor Modeling. International Conference on Empirical Methods in Natural Language Processing (EMNLP 2014), To Appear. Doha, Qatar, October 25-29, 2014. PDF
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Contrassegnato document clustering, multi-view clustering, multilingual document clustering, tensor decomposition, text segmentation
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Clustering View-Segmented Documents via Tensor Modeling @ISMIS14
S. Romeo, A. Tagarelli, D. Ienco. Clustering View-Segmented Documents via Tensor Modeling. 21st International Symposium on Methodologies for Intelligent Systems (ISMIS 2014), pp. 385-394, LNCS 8502. Roskilde, Denmark, June 25-27, 2014.
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Contrassegnato document clustering, multi-view clustering, tensor decomposition, text segmentation
Commenti disabilitati su Clustering View-Segmented Documents via Tensor Modeling @ISMIS14
Document Clustering: The Next Frontier
D. C. Anastasiu, A. Tagarelli, G. Karypis. Document Clustering: The Next Frontier, pp. 305-338. In Data Clustering: Algorithms and Applications, by Charu C. Aggarwal, Chandan K. Reddy (Editors). Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series. Taylor & … Continua a leggere
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Contrassegnato document clustering, long documents, short documents, topic modeling
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A Tensor-based Clustering Approach for Multiple Document Classifications
S. Romeo, A. Tagarelli, F. Gullo, S. Greco. A Tensor-based Clustering Approach for Multiple Document Classifications. 2nd International Conference on Pattern Recognition Applications and Methods (ICPRAM), pp. 200-205. Barcelona, Spain, February 15-18, 2013.
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Contrassegnato document clustering, frequent itemset mining, multi-source clustering, tensor decomposition
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A Segment-based Approach To Clustering Multi-Topic Documents
A. Tagarelli, G. Karypis. A Segment-based Approach To Clustering Multi-Topic Documents. Knowledge and Information Systems (KAIS), 1-33. Online First: September 12, 2012.
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Contrassegnato document clustering, interdisciplinary documents, text segmentation, topic identification
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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
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Contrassegnato document clustering, XML, XML content clustering, XML flat representation, XML mining, XML structure clustering
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A Statistical Model for Topically Segmented Documents
G. Ponti, A. Tagarelli, G. Karypis. A Statistical Model for Topically Segmented Documents. Fourteenth International Conference on Discovery Science (DS’11), LNAI 6926, pp. 247-261. Espoo, Finland, October 5-7, 2011. PDF
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Contrassegnato document clustering, hierarchical clustering, information-theoretic clustering, statistical topic modeling, text segmentation
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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
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Contrassegnato 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 … Continua a leggere
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Contrassegnato document clustering, INEX, Wikipedia, XML, XML content clustering, XML mining, XML structure clustering
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Edited Book: XML Data Mining
Andrea is Editor of the upcoming book “XML Data Mining: Models, Methods, and Applications”, IGI Global, 538 pages. Copyright 2012. Release date: November 2011. Publisher’s book page Book Brochure Book Brochure with TOC
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Contrassegnato association rule extraction, classification, clustering, document clustering, frequent pattern discovery, Semantic Web, XML content clustering, XML mining, XML structure clustering
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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.
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Contrassegnato document clustering, P2P, XML, XML mining, XML structure clustering
Commenti disabilitati su Collaborative XML Document Clustering
Topic-based Hard Clustering of Documents using Generative Models
G. Ponti, A. Tagarelli. Topic-based Hard Clustering of Documents using Generative Models. 18th International Symposium on Methodologies for Intelligent Systems (ISMIS ‘09), LNAI 5722, pp. 231-240. Prague, Czech Republic, September 14-17, 2009. inflatable bouncer
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Contrassegnato document clustering, document generative models, topic modeling
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A Segment-based Approach To Clustering Multi-Topic Documents
A. Tagarelli, G. Karypis. A Segment-based Approach To Clustering Multi-Topic Documents. Workshop on Text Mining, in conjunction with the 8th SIAM International Conference on Data Mining (SDM ’08). Atlanta, Georgia, USA, April 24-26, 2008.
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Contrassegnato document clustering
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Mining Categories for Emails via Clustering and Pattern Discovery
G. Manco, E. Masciari, A. Tagarelli. Mining Categories for Emails via Clustering and Pattern Discovery. Journal of Intelligent Information Systems 30(2):153-181, 2008.
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Contrassegnato document clustering, email mining, frequent pattern discovery
Commenti disabilitati su Mining Categories for Emails via Clustering and Pattern Discovery
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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Contrassegnato 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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Contrassegnato document clustering, XML, XML mining, XML structure clustering
Commenti disabilitati su Clustering of XML Documents by Structure based on Tree Matching and Merging
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. … Continua a leggere
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Contrassegnato document clustering, XML, XML mining, XML structure clustering
Commenti disabilitati su Distance-based Clustering of XML Documents
A Framework for Adaptive Mail Classification
G. Manco, E. Masciari, A. Tagarelli. A Framework for Adaptive Mail Classification. 14th International Conference on Tools with Artificial Intelligence (ICTAI ’02), pp. 387-392. Washington DC, USA, November 4-6, 2002.
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Contrassegnato document clustering, email mining
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Towards an Adaptive Mail Classifier
G. Manco, E. Masciari, M. Ruffolo, A. Tagarelli. Towards an Adaptive Mail Classifier. Workshop su “Apprendimento Automatico: Metodi ed Applicazioni”, Ottavo Convegno dell’Associazione Nazionale per l’Intelligenza Artificiale (AI*IA ’02). Siena, Italy, September 10-13, 2002.
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Contrassegnato document clustering, email mining
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