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Multiobjective Optimization of Co-Clustering Ensembles
F. Gullo, AKM Khaled Ahsan Talukder, S. Luke, C. Domeniconi, A. Tagarelli. Multiobjective Optimization of Co-Clustering Ensembles. Fourteenth International Conference on Genetic and Evolutionary Computation (GECCO), pp. 1495-1496. Philadelphia, USA, July 7-11, 2012.
Pubblicato in Conference Proceedings, Publications
Contrassegnato clustering, clustering ensembles, co-clustering, optimization
Commenti disabilitati su Multiobjective Optimization of Co-Clustering Ensembles
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.
Pubblicato in Journals, News, Publications
Contrassegnato clustering, clustering ensembles, optimization, projective clustering
Commenti disabilitati su Projective Clustering Ensembles
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
Pubblicato in Journals, News
Contrassegnato clustering, uncertain data
Commenti disabilitati su Uncertain Centroid based Partitional Clustering of Uncertain Data
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
Pubblicato in Conference Proceedings, News
Contrassegnato document clustering, XML, XML content clustering, XML flat representation, XML mining, XML structure clustering
Commenti disabilitati su XML Document Clustering Using Structure-Preserving Flat Representation of XML Content and Structure
Co-organized Workshop: 3Clust Workshop at PAKDD 2012
Andrea is Co-Organizer of the upcoming PAKDD 2012 Workshop on Multi-view data, High-dimensionality, External Knowledge: Striving for a Unified Approach to Clustering (3Clust)
Pubblicato in Events, News
Contrassegnato alternative clustering, clustering, clustering ensembles, subspace clustering
Commenti disabilitati su Co-organized Workshop: 3Clust Workshop at PAKDD 2012
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
Pubblicato in Conference Proceedings, News
Contrassegnato document clustering, hierarchical clustering, information-theoretic clustering, statistical topic modeling, text segmentation
Commenti disabilitati su A Statistical Model for Topically Segmented Documents
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
Pubblicato in Journals, News
Contrassegnato clinical data, clustering, mass spectrometry, proteomics, time series
Commenti disabilitati su A Time Series Approach for Clustering Mass Spectrometry Data
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
Pubblicato in Journals, News
Contrassegnato INEX, XML content clustering, XML mining, XML structure clustering
Commenti disabilitati su SIGIR Report on INEX 2010
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
Pubblicato in Journals, News
Contrassegnato document clustering, P2P, XML, XML content clustering, XML mining, XML structure clustering
Commenti disabilitati su Collaborative Clustering of XML Documents
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
Pubblicato in Conference Proceedings, News
Contrassegnato document clustering, INEX, Wikipedia, XML, XML content clustering, XML mining, XML structure clustering
Commenti disabilitati su Overview of the INEX 2010 XML Mining Track: Clustering and Classification of XML Documents
Co-organized Workshop: Knowledge Discovery in Health Care and Medicine (KD-HCM)
Andrea is Co-Organizer of the upcoming ECML PKDD 2011 Workshop on Knowledge Discovery in Health Care and Medicine (KD-HCM)
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
Pubblicato in Books, News
Contrassegnato association rule extraction, classification, clustering, document clustering, frequent pattern discovery, Semantic Web, XML content clustering, XML mining, XML structure clustering
Commenti disabilitati su Edited Book: XML Data Mining
Advancing Data Clustering via Projective Clustering Ensembles
F. Gullo, C. Domeniconi, A. Tagarelli. Advancing Data Clustering via Projective Clustering Ensembles. ACM International Conference on Management of Data (SIGMOD’11), pp. 733-744. Athens, Greece, June 12-16, 2011. PDF This paper has been awarded of the SIGMOD11 Repeatability/Workability Evaluation Test. SIGMOD has … Continua a leggere
Pubblicato in Conference Proceedings, News
Contrassegnato clustering, clustering ensembles, optimization, projective clustering
Commenti disabilitati su Advancing Data Clustering via Projective Clustering Ensembles
Schema-based Web Wrapping
B. Fazzinga, S. Flesca, A. Tagarelli. Schema-based Web Wrapping. Knowledge and Information Systems, 26(1):127-173, 2011.
Pubblicato in Journals, News
Contrassegnato information extraction, schema extraction, web wrapping, wrapper generalization, XML
Commenti disabilitati su Schema-based Web Wrapping
Enhancing Single-Objective Projective Clustering Ensembles
F. Gullo, C. Domeniconi, A. Tagarelli. Enhancing Single-Objective Projective Clustering Ensembles. 10th IEEE International Conference on Data Mining (ICDM ’10), pp. 833-838. Sydney, Australia, December 14-17, 2010. PDF
Pubblicato in Conference Proceedings, News
Contrassegnato clustering, clustering ensembles, optimization, projective clustering
Commenti disabilitati su Enhancing Single-Objective Projective Clustering Ensembles
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. 10th IEEE International Conference on Data Mining (ICDM ’10), pp. 839-844. Sydney, Australia, December 14-17, 2010.
Pubblicato in Conference Proceedings
Contrassegnato clustering, uncertain data, variance of mixture models
Commenti disabilitati su Minimizing the Variance of Cluster Mixture Models for Clustering Uncertain Objects
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
Pubblicato in Journals, News
Contrassegnato fuzzy logics, information extraction, PDF documents, wrapping
Commenti disabilitati su A Fuzzy Logic Approach to Wrapping PDF Documents
Projective Clustering Ensembles
F. Gullo, C. Domeniconi, A. Tagarelli. Projective Clustering Ensembles. 9th IEEE International Conference on Data Mining (ICDM ’09), pp. 794-799. Miami, Florida, USA, December 6-9, 2009. PDF
Pubblicato in Conference Proceedings
Contrassegnato clustering, clustering ensembles, optimization, projective clustering
Commenti disabilitati su Projective Clustering Ensembles
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.
Pubblicato in Journals
Contrassegnato classification, clustering, DSA, similarity detection, time series
Commenti disabilitati su A Time Series Representation Model for Accurate and Fast Similarity Detection
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.
Pubblicato in Conference Proceedings
Contrassegnato document clustering, P2P, XML, XML mining, XML structure clustering
Commenti disabilitati su Collaborative XML Document Clustering
Low-voltage Electricity Customer Profiling based on Load Data Clustering
F. Gullo, G. Ponti, A. Tagarelli, S. Iiritano, M. Ruffolo, D. Labate. Low-voltage Electricity Customer Profiling based on Load Data Clustering. 13th International Database Engineering and Applications Symposium (IDEAS ’09), pp. 330-333. Cetraro, Italy, September 16-18, 2009.
Pubblicato in Conference Proceedings
Contrassegnato clustering, time series
Commenti disabilitati su Low-voltage Electricity Customer Profiling based on Load Data 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
Pubblicato in Conference Proceedings
Contrassegnato document clustering, document generative models, topic modeling
Commenti disabilitati su Topic-based Hard Clustering of Documents using Generative Models
Hierarchical Clustering of Microarray Data with Probe-level Uncertainty
F. Gullo, G. Ponti, A. Tagarelli, G. Tradigo, P. Veltri. Hierarchical Clustering of Microarray Data with Probe-level Uncertainty. 22nd IEEE International Symposium on Computer-Based Medical Systems (CBMS ’09). Albuquerque, New Mexico, USA, August 3-4, 2009. PDF
Pubblicato in Conference Proceedings
Contrassegnato clustering, microarray, uncertain data
Commenti disabilitati su Hierarchical Clustering of Microarray Data with Probe-level Uncertainty
Information-Theoretic Hierarchical Clustering of Uncertain Data
F. Gullo, G. Ponti, A. Tagarelli, S. Greco. Information-Theoretic Hierarchical Clustering of Uncertain Data. 17th Italian Symposium on Advanced Database Systems (SEBD ’09), pp. 273-280. Camogli (Genova), Italy, June 21-24, 2009.
Pubblicato in Conference Proceedings
Contrassegnato clustering, uncertain data
Commenti disabilitati su Information-Theoretic Hierarchical Clustering of Uncertain Data
Diversity-based Weighting Schemes for Clustering Ensembles
F. Gullo, A. Tagarelli, S. Greco. Diversity-based Weighting Schemes for Clustering Ensembles. 9th SIAM International Conference on Data Mining (SDM ’09), pp. 437-448. Sparks, Nevada, USA, April 30-May 2, 2009.
Pubblicato in Conference Proceedings
Contrassegnato clustering, clustering ensembles
Commenti disabilitati su Diversity-based Weighting Schemes for Clustering Ensembles
The Scent of a Newsgroup – Providing Personalized Access to Usenet News through Web Mining
G. Manco, R. Ortale, A. Tagarelli. The Scent of a Newsgroup – Providing Personalized Access to Usenet News through Web Mining. In book: Handbook of Research on Text and Web Mining Technologies (2-vols), chap. XXXIV, pp. 393-414. Edited by M. Song and … Continua a leggere
Pubblicato in Book Chapters
Contrassegnato link analysis, web content mining, web personalization, web structure mining
Commenti disabilitati su The Scent of a Newsgroup – Providing Personalized Access to Usenet News through Web Mining
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.
Pubblicato in Journals
Contrassegnato clustering, DSA, mass spectrometry, time series
Commenti disabilitati su MaSDA: A System for Analyzing Mass Spectrometry Data