News & Highlights
- 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 linear programming mass spectrometry optimization PDF documents projective clustering semantic relatedness similarity detection 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
Category Archives: Conference Proceedings
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.
Posted in Conference Proceedings, Publications
Tagged clustering, clustering ensembles, co-clustering, optimization
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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
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
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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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 … Continue reading
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Tagged clustering, clustering ensembles, optimization, projective clustering
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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
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Tagged clustering, clustering ensembles, optimization, projective 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. 10th IEEE International Conference on Data Mining (ICDM ’10), pp. 839-844. Sydney, Australia, December 14-17, 2010.
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Tagged clustering, uncertain data, variance of mixture models
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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
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Tagged clustering, clustering ensembles, optimization, projective 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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Tagged document clustering, P2P, XML, XML mining, XML structure clustering
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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.
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.
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
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.
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.
A Hierarchical Algorithm for Clustering Uncertain Data via an Information-Theoretic Approach
F. Gullo, G. Ponti, A. Tagarelli, S. Greco. A Hierarchical Algorithm for Clustering Uncertain Data via an Information-Theoretic Approach. 8th IEEE International Conference on Data Mining (ICDM ’08), pp. 821-826. Pisa, Italy, December 15-19, 2008.
Clustering Uncertain Data Via K-Medoids
F. Gullo, G. Ponti, A. Tagarelli. Clustering Uncertain Data Via K-Medoids. 2nd International Conference on Scalable Uncertainty Management (SUM ’08), pp. 229-242, LNAI 5291. Naples, Italy, October 1-3, 2008.
MSPtool: A versatile tool for Mass Spectrometry Data Preprocessing
F. Gullo, G. Ponti, A. Tagarelli, G. Tradigo, P. Veltri. MSPtool: A versatile tool for Mass Spectrometry Data Preprocessing. 21th IEEE International Symposium on Computer-Based Medical Systems (CBMS ’08), pp. 209-214. Jyväskylä, Finland, June 17-19, 2008.
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.
A Wrapper Generation System for PDF Documents
B. Fazzinga, S. Flesca, S. Garruzzo, E. Masciari, A. Tagarelli. A Wrapper Generation System for PDF Documents. 23rd ACM Symposium on Applied Computing (SAC ’08), pp. 442-446. Fortaleza, Brazil, March 16-20, 2008.
Posted in Conference Proceedings
Tagged information extraction, PDF documents, wrapping
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A Time Series Based Approach for Classifying Mass Spectrometry Data
F. Gullo, G. Ponti, A. Tagarelli, G. Tradigo, P. Veltri. A Time Series Based Approach for Classifying Mass Spectrometry Data. 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS ’07), pp. 412-420. Maribor, Slovenia, June 20-22, 2007.
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Tagged clustering, data reduction, mass spectrometry, time series
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Accurate and Fast Similarity Detection in Time Series
F. Gullo, G. Ponti, A. Tagarelli, S. Greco. Accurate and Fast Similarity Detection in Time Series. 15th Italian Symposium on Advanced Database Systems (SEBD ’07), pp. 172-183. Fasano (Brindisi), Italy, June 17-20, 2007.
Effective and Efficient Similarity Search in Time Series
S. Greco, M. Ruffolo, A. Tagarelli. Effective and Efficient Similarity Search in Time Series. 15th ACM Conference on Information and Knowledge Management (CIKM ’06), pp. 808-809. Arlington, VA, USA, November 6-11, 2006.
Wrapping PDF Documents Exploiting Uncertain Knowledge
S. Flesca, S. Garruzzo, E. Masciari, A. Tagarelli. Wrapping PDF Documents Exploiting Uncertain Knowledge. 18th Conference on Advanced Information Systems Engineering (CAiSE ’06), pp. 175-189. Luxembourg, June 5-9, 2006.
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Tagged fuzzy logics, information extraction, PDF documents, wrapping
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A Mobile-Aware System for Website Personalization
S. Greco, A. Scicchitano, A. Tagarelli, E. Zumpano. A Mobile-Aware System for Website Personalization. 6th International Conference on Web-Age Information Management (WAIM ’05), LNCS 3739, pp. 810-815. Hangzhou, China, October 11-13, 2005.
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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