Archivi categoria: Journals
Lurking in Social Networks: Topology-based Analysis and Ranking Methods @SNAM
A. Tagarelli, R. Interdonato. Lurking in Social Networks: Topology-based Analysis and Ranking Methods. Social Network Analysis and Mining (SNAM), 4(1), 27 pages, 2014. PDF on arXiv
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Contrassegnato Alpha-Centrality, eigenvector centrality, Flickr, FriendFeed, Google Plus, lurker ranking, lurking, PageRank, social networks, twitter
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Multi-relational PageRank for Tree Structure Sense Ranking @WWWJ
R. Interdonato, A. Tagarelli. Multi-relational PageRank for Tree Structure Sense Ranking. World Wide Web Journal (WWWJ), 1-29. Online First: July 30, 2014.
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Contrassegnato heterogeneous information networks, multi-relational ranking, structural sense ranking, Tree-structured data, Wikipedia
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Evaluation of an associative classifier based on position-constrained frequent/closed subtree mining @JIIS
D. Bach Bui, F. Hadzic, A. Tagarelli, M. Hecker. Evaluation of an associative classifier based on position-constrained frequent/closed subtree mining. Journal of Intelligent Information Systems (JIIS), 1-25. Online First: April 9, 2014.
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Contrassegnato association mining, tree mining, Tree-structured data
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Metacluster-based Projective Clustering Ensembles
F. Gullo, C. Domeniconi, A. Tagarelli. Metacluster-based Projective Clustering Ensembles. Machine Learning Journal (SI on MultiClust), Springer. Accepted: June 7, 2013, Online First: July 2, 2013. DOI: 10.1007/s10994-013-5395-y
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Contrassegnato clustering, clustering ensembles, dimensionality reduction, multi-view clustering, projective clustering, subspace clustering
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Minimizing the variance of cluster mixture models for clustering uncertain objects
F. Gullo, G. Ponti, A. Tagarelli. Minimizing the variance of cluster mixture models for clustering uncertain objects. Statistical Analysis and Data Mining (SAM) 6(2):116-135, 2013. Online First: November 19, 2012.
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Contrassegnato clustering, uncertain cluster prototype, uncertain data
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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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Projective Clustering Ensembles
F. Gullo, C. Domeniconi, A. Tagarelli. Projective Clustering Ensembles. Data Mining and Knowledge Discovery (DAMI), Accepted April 3, 2012, Online First: May 3, 2012.
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Contrassegnato clustering, clustering ensembles, optimization, projective clustering
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Uncertain Centroid based Partitional Clustering of Uncertain Data
F. Gullo, A. Tagarelli. Uncertain Centroid based Partitional Clustering of Uncertain Data. Proceedings of the VLDB Endowment (ACM), 5(7):610-621, 2012. PDF
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Contrassegnato clustering, uncertain data
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A Time Series Approach for Clustering Mass Spectrometry Data
F. Gullo, G. Ponti, A. Tagarelli, G. Tradigo, P. Veltri. A Time Series Approach for Clustering Mass Spectrometry Data. Journal of Computational Science, 3:344-355, 2012. Accepted for publication: June 30, 2011. Available on-line: July 12, 2011
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Contrassegnato clinical data, clustering, mass spectrometry, proteomics, time series
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SIGIR Report on INEX 2010
D. Alexander, P. Arvola, T. Beckers, P. Bellot, T. Chappell, C. M. DeVries, A. Doucet, N. Fuhr, S. Geva, J. Kamps, G. Kazai, M. Koolen, S. Kutty, M. Landoni, V. Moriceau, R. Nayak, R. Nordlie, N. Pharo, E. SanJuan, R. … Continua a leggere
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Contrassegnato INEX, XML content clustering, XML mining, XML structure clustering
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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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Schema-based Web Wrapping
B. Fazzinga, S. Flesca, A. Tagarelli. Schema-based Web Wrapping. Knowledge and Information Systems, 26(1):127-173, 2011.
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Contrassegnato information extraction, schema extraction, web wrapping, wrapper generalization, XML
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A Fuzzy Logic Approach to Wrapping PDF Documents
S. Flesca, E. Masciari, A. Tagarelli. A Fuzzy Logic Approach to Wrapping PDF Documents. IEEE Transactions on Knowledge and Data Engineering, 23(12):1826-1841, 2011. inflatable finish line arch Support page for submission
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Contrassegnato fuzzy logics, information extraction, PDF documents, wrapping
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A Time Series Representation Model for Accurate and Fast Similarity Detection
F. Gullo, G. Ponti, A. Tagarelli, S. Greco. A Time Series Representation Model for Accurate and Fast Similarity Detection. Pattern Recognition 42(11):2998-3014, 2009.
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Contrassegnato classification, clustering, DSA, similarity detection, time series
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MaSDA: A System for Analyzing Mass Spectrometry Data
F. Gullo, G. Ponti, A. Tagarelli, G. Tradigo, P. Veltri. MaSDA: A System for Analyzing Mass Spectrometry Data. Computer Methods and Programs in Biomedicine 95(2):S12-21, 2009.
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Contrassegnato clustering, DSA, mass spectrometry, time series
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Beneficial effects of iodized salt prophylaxis on thyroid volume in an iodine deficient area of Southern Italy
D. Bonofiglio, S. Catalano, A. Perri, M. P. Baldini, S. Marsico, A. Tagarelli, D. Conforti, R. Guido, S. Ando’. Beneficial effects of iodized salt prophylaxis on thyroid volume in an iodine deficient area of Southern Italy. Clinical Endocrinology 71:124-129, 2009.
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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
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Mining User Preferences, Page Content and Usage to Personalize Website Navigation
S. Flesca , S. Greco, A. Tagarelli, E. Zumpano. Mining User Preferences, Page Content and Usage to Personalize Website Navigation. World Wide Web: Internet and Web Information Systems 8(3):317-345, 2005.
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Contrassegnato web content mining, web personalization, web usage mining
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Web Wrapper Induction: A Brief Survey
S. Flesca, G. Manco, E. Masciari, E. Rende, A. Tagarelli. Web Wrapper Induction: A Brief Survey. The European Journal on Artificial Intelligence, AI Communications 17(2):57-61, 2004.
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Contrassegnato information extraction, web wrapping
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Combining Linear Programming and Clustering Techniques for the Classification of Research Centers
A. Tagarelli, I. Trubitsyna, S. Greco. Combining Linear Programming and Clustering Techniques for the Classification of Research Centers. The European Journal on Artificial Intelligence, AI Communications 17(3):111-122, 2004.
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Contrassegnato clustering, Data envelopment analysis, linear programming
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