Archivi tag: uncertain data
Be certain of how-to before mining uncertain data @PKDD14
F. Gullo, G. Ponti, A. Tagarelli. Be certain of how-to before mining uncertain data. The 2014 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) Nectar Track. Nancy, France, September 15-19, 2014.
Pubblicato in Conference Proceedings, News
Contrassegnato uncertain cluster prototype, uncertain data
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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.
Pubblicato in Journals, News
Contrassegnato clustering, uncertain cluster prototype, uncertain data
Commenti disabilitati su Minimizing the variance of cluster mixture models for clustering uncertain objects
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
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
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
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.
Pubblicato in Conference Proceedings
Contrassegnato clustering, hierarchical clustering, information-theoretic clustering, uncertain data
Commenti disabilitati su A Hierarchical Algorithm for Clustering Uncertain Data via an Information-Theoretic Approach
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.
Pubblicato in Conference Proceedings
Contrassegnato clustering, medoids, uncertain data
Commenti disabilitati su Clustering Uncertain Data Via K-Medoids