Proceedings of International Workshops

  • LOGLISCI C, Annalisa Appice, Antonella Montinari, Donato Malerba (2014). Network Regression in Collective Inference Setting. In: Sergio Greco and Antonio Picariello. 22nd Italian Symposium on Advanced Database Systems, SEBD 2014, Sorrento Coast, Italy, June 16-18, 2014
  • Ceci M, Cassavia N, Corizzo R, Dicosta P, Malerba D, Maria G, Masciari E, Pastura C (2014). Big Data Techniques For Renewable Energy Market. In  Greco S, Picariello A, 22nd Italian Symposium on Advanced Database Systems, SEBD 2014. p. 369-377, Sorrento, 16 - 18 Giugno
  • Pio G, Ceci M, D'Elia D, Malerba D (2014). Learning to Combine miRNA Target Predictions: a Semi-supervised Ensemble Learning Approach. In: Greco S, Picariello A. 22nd Italian Symposium on Advanced Database Systems, SEBD 2014. p. 21-28, Sorrento, 16 - 18 Giugno
  • Michelangelo Ceci, LOGLISCI C, Lucrezia Macchia (2014). Ranking Sentences for Keyphrase Extraction: A Relational Data Mining Approach. In: Maristella Agosti and Tiziana Catarci and Floriana Esposito. Pushing the Boundaries of the Digital Libraries Field - 10th Italian Research Conference on Digital Libraries, IRCDL 2014, Padua, Italy, January 30-31, 2014. vol. 38, p. 52-59, doi: 10.1016/j.procs.2014.10.011
  • G. Pio, M. Ceci, D. D'Elia, C. Loglisci, D. Malerba. HOCCLUS2: A Biclustering Algorithm for the Discovery of miRNA:mRNA regulatory modules (discussion paper). Italian Symposium on Advanced Database Systems (SEBD), 2013
  • F. Fumarola, G. Pio, A. E. Felle, D. Malerba, M. Ceci, EDB: Knowledge technologies for ancient Greek and Latin epigraphy. IRCDL 2013, CCIS 385, pp. 29-40. Springer, Heidelberg (2014), ISSN: 1865-0929
  • Ceci M, Coluccia M, Fumarola F, Guzzi P H, Mandreoli F, Martoglia R, Masciari E, Mecella M, Penzo W (2012). A Framework for Biological Data Normalization, Interoperability, and Mining for Cancer Microenvironment Analysis. In: Nicola Ferro, Letizia Tanca. Proceedings of the 20th Italian Symposium on Advanced Database Systems. p. 67-74, PADOVA:Edizioni Libreria Progetto, ISBN: 978-88-96477-23-6, Venezia
  • PIO G, CECI M, MALERBA D (2012). Mining temporal evolution of criminal behaviors. In: Nicola Ferro, Letizia Tanca. Proceedings of the 20th Italian Symposium on Advanced Database Systems. p. 221-232, PADOVA:Edizioni Libreria Progetto, ISBN: 978-88-96477-23-6, Venezia
  • LOGLISCI C, CECI M, APPICE A, MALERBA D (2011). Relational Disjunctive Patterns Mining for Discovering Frequent Variants in Process Models. In: Proceedings of the Nineteenth Italian Symposium on Advanced Database Systems (SEBD 2011). p. 226-237, Maratea, PZ, 26- 29 giugno 2011
  • CECI M, CUZZOCREA A, MALERBA D (2011). Supporting Roll-Up and Drill-Down Operations over OLAP Data Cubes with Continuous Dimensions via Density-Based Hierarchical Clustering. In: Proceedings of the Nineteenth Italian Symposium on Advanced Database Systems (SEBD 2011). p. 57-65, Maratea, PZ, 26- 29 giugno 2011
  • LOGLISCI C, CECI M, MALERBA D (2010). Discovering Temporal Patterns of Complex Events in Biosignal Data. In: Sonia Bergamaschi, Stefano Lodi, Riccardo Martoglia, Claudio Sartori. Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, SEBD 2010. p. 306-317, BOLOGNA:Esculapio, ISBN: 978-88-7488-369-1, Rimini, Italy, June 20-23, 2010
  • CECI M, LANOTTE P. F (2010). Hierarchical Transductive Classification from Textual Data with Relevant Example Selection. In: Sonia Bergamaschi, Stefano Lodi, Riccardo Martoglia, Claudio Sartori. Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, SEBD 2010. p. 158-169, BOLOGNA:Esculapio, ISBN: 978-88-7488-369-1, Rimini, Italy, June 20-23, 2010
  • CECI M, APPICE A, MALERBA D, SCHIRONE N, TRAVERSA N.D, VALROSSO V (2010). Suggesting Tourist Destinations by means of Time-Slice Density Estimation. In: Sonia Bergamaschi, Stefano Lodi, Riccardo Martoglia, Claudio Sartori. Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, SEBD 2010. p. 94-105, BOLOGNA:Esculapio, ISBN: 978-88-7488-369-1, Rimini, Italy, June 20-23, 2010
  • A. APPICE, CECI M, C. LOGLISCI, C. CARUSO, F. FUMAROLA, M. TODARO, D. MALERBA (2009). A Relational Approach to Novelty Detection in Data Streams. In: Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems (SEBD 2009). p. 89-100, Seneca Edizioni, ISBN: 978-88-6122-154-3, Camogli (GE), 21-24 Giugno 2009
  • CECI M, A. APPICE, G. DE GIOSA, G. DILEO, A. LALLO, D. MALERBA (2009). Mining preference relations to rank complex object. In: Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems (SEBD 2009). p. 313-324, Seneca Edizioni, ISBN: 978-88-6122-154-3, Camogli (GE), 21-24 Giugno 2009
  • A. APPICE, CECI M, V. RIZZI, M. ROMANO, D. MALERBA (2009). Spatial Regression in the Transductive Setting. In: Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems (SEBD 2009). p. 297-304, TORINO:Seneca Edizioni, ISBN: 978-88-6122-154-3, Camogli (GE), 21-24 Giugno 2009
  • LOGLISCI C, Falcone A, Balech B, Leo P (2009). First-Order Frequent Pattern Mining for Analyzing Complex Phenotype Data. In: Workshop Proceedings of AI*IA 2009, International Conference of the Italian Association for Artificial Intelligence. ISBN: 978-88-903581-1-1
  • LOGLISCI C, Eliana Salvemini, Antonio Turi, Giorgio Grillo, Donato Malerba, Domenica D'Elia (2009). Mining Frequent Patterns of Biological Spaced Motifs. In: Valeria De Antonellis and Silvana Castano and Barbara Catania and Giovanna Guerrini. Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, SEBD 2009, Camogli, Italy, June 21-24, 2009. p. 117-124, ISBN: 978-88-6122-154-3
  • D'Elia D, LOGLISCI C, Salvemini E, Turi A, Malerba D (2008). Higher Order Mining of Biological Motifs. In: Atti del Convegno AI*IA 2008: Data Mining and Bioinformatics Workshop. Cagliari- Italy, September 13, 2008
  • TURI A, APPICE A, CECI M, MALERBA D (2008). Distributed Discovery of Multi-Level Approximate Process Patterns. In: Salvatore Gaglio, Ignazio Infantino, Domenico Saccà. SEBD 2008 - Sixteenth Italian Symposium on Advanced Database Systems. p. 57-68, Mondello(Italy), 22-25 Giugno
  • CECI M, APPICE A, MACCHIA L, MALERBA D (2008). Relational Classification based on Emerging Patterns. In: Salvatore Gaglio, Ignazio Infantino, Domenico Saccà.. SEBD 2008 - Sixteenth Italian Symposium on Advanced Database Systems. p. 45-56, Mondello(Italy), 22-25 Giugno
  • A. Appice & S. Dzeroski. Inducing Multi-Target Model Trees. Atti del XV Convegno Nazionale su Sistemi Evoluti per Basi di Dati, SEBD 2007. ISBN 978-88-902981-0-3, 16-27, Torre Canne (Brindisi) 2007
  • LOGLISCI C, BERARDI M, D'ALESSANDRO S, LEO P (2007). Finding Generalized Closed Frequent Itemsets for Mining Non Redundant Association Rules. In: Michelangelo Ceci and Donato Malerba and Letizia Tanca. Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, SEBD 2007, 17-20 June 2007, Torre Canne, Fasano, BR, Italy. p. 84-95, ISBN: 978-88-902981-0-3
  • A. Varlaro, A. Appice, A. Lanza & A. Fittipaldi. On Homogeneity Evaluation and Seed Selection in Clustering Relational Data. Atti del XV Convegno Nazionale su Sistemi Evoluti per Basi di Dati, SEBD 2007. ISBN 978-88-902981-0-3, 16-27, Torre Canne (Brindisi) 2007
  • A. Appice, F. Esposito & D. Malerba. Classifying Aggregated Data: a Symbolic Data Analysis Approach. Atti del XIV Convegno Nazionale su Sistemi Evoluti per Basi di Dati, SEBD 2006. Portonovo (Ancona) 2006
  • CECI M, MALERBA D (2006). Relational Data Mining Techniques for Historical Document Processing. In: SEBD 2006 - Fourteenth Italian Symposium on Advanced Database Systems June, 18-21, 2006. p. 309-320, ANCONA:Pequod, ISBN: 88-6068-018-2, Ancona (Italy), June, 18-21, 2006
  • CECI M, APPICE A, MALERBA D (2005). Propositionalization Through Relational Association Rules Mining. In: Andrea Calì, Diego Calvanese, Enrico Franconi, Maurizio Lenzerini, Letizia Tanca . SEBD 2005 - 13th Italian Symposium on Advanced Database Systems. p. 125-136, ROMA:Aracne, ISBN: 88-548-0122-4, Bressanone (Bolzano), Italy, June 2005
  • A. Appice, A. Lanza & D. Malerba. An ILP Approach to Spatial Clustering. Atti del XX Convegno Italiano di Logica Computazionale, CILC 2005
  • A. Varlaro, A. Appice, A. Lanza, D. Malerba & G. Guarnieri. Relational Clustering with Discrete Spatial Structure. Atti del XIII Convegno Nazionale su Sistemi Evoluti per Basi di Dati, SEBD 2005. Bressanone (Bolzano) 2005
  • Berardi M, Malerba D, Marinelli M, Leo P, LOGLISCI C, Scioscia G (2005). A Text-Mining application able to mine association rules from biomedical texts. In: Atti de Annual Meeting of the Bioinformatic Italian Society, BITS 2005. Milan, Italy, March 2005
  • Attimonelli M, Cascione I, Santamaria M, Accetturo M, Lascaro D, Berardi M, Ceci M, LOGLISCI C, Malerba D (2005). A data mining approach to retrieve mitochondrial variability data associated to clinical phenotypes. In: Atti de Annual Meeting of the Bioinformatic Italian Society, BITS 2005. Milan, Italy, March 2005
  • APPICE A., BERARDI M., CECI M, LAPI M., MALERBA D., TURI A. (2004). Mining interesting spatial association rules: two case studies. In: Maristella Agosti, Nicoletta Dessì, Fabio A. Schreiber. Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, SEBD 2004,. p. 86-97, CAGLIARI:Lithosgrafiche, ISBN: 88-901409-1-7, S. Margherita di Pula, Cagliari, Italy, June 21-23 2004
  • A. Appice, C. D’Amato, E. Esposito, D. Malerba. Classification of Symbolic Objects: the k Nearest Neighbour Method. Mathematical Method for Learning: Advances in data mining and knowledge discovery, MML 2004, Como, June 21-24
  • APPICE A., CECI M, ESPOSITO F., MALERBA D. (2003). Mining Model Trees with Regression and Splitting Nodes. In: Sergio Flesca, Sergio Greco, Domenico Saccà, Ester Zumpano. Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, SEBD 2003. p. 495-506, SOVERIA MANNELLI (CZ):Il Rubettino Editore, ISBN: 88-498-0629-9, Cetraro (CS), Italy, June 24-27
  • APPICE A., CECI M, MALERBA D., SACCHI D. (2003). Stepwise Model Tree Induction in a Multi-Relational Framework. In: Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, SEBD 2003. p. 281-292, SOVERIA MANNELLI:Rubbettino, ISBN: 88-498-0629-9, Cetraro (CS), Italy, June 24-27
  • A. Appice, F.A. Lisi, D. Malerba & F. Sblendorio. Analysing geo-referenced census data: the case of West-England Data. Convegno Intermedio su Analisi Statistica Multivariata per le Scienze economico-sociali, le scienze naturali e la tecnologia, SIS. Napoli, June 9-11, 2003
  • D. Malerba, F. A. Lisi, A. Appice & F. Sblendorio. Mining Census And Geographic Data In Urban Planning Environments. Terza Conferenza Nazionale su Informatica e Pianificazione Urbana e Territoriale, INPUT 2003. Pisa, Italy, June 5-7, 2003.
  • A. Appice, F. Esposito, A. Lanza, M. Lapi & D. Malerba. Extending Gis With A Spatial Data Mining Query Language: A Case Study. 
    Terza Conferenza Nazionale su Informatica e Pianificazione Urbana e Territoriale, INPUT 2003. Pisa, Italy, June 5-7, 2003.
  • A. Appice, A. Lanza & D. Malerba. INGENS: A Geographic Information System that Supports Users in Topographic Map Interpretation Tasks. Workshop on Spatial Data and Geographic Information Systems, SpaDaGIS. Milano, March 10, 2003
  • APPICE A., CECI M, MALERBA D. (2002). KDB2000: Uno strumento per la scoperta della conoscenza nelle basi di dati. In: Atti del Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati SEBD’2002. p. 417-421, Giugno 2002
  • MALERBA D., APPICE A., CECI M, VACCA N. (2002). Mining Classification and Association Rules in Geographical Data with SDMOQL. In: Atti del Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati SEBD’2002. p. 251-264, Giugno 2002
  • CECI M, APPICE A., MALERBA D. (2002). Simplifying Model Trees with Regression and Splitting Nodes. In: Workshop AI*IA su “Apprendimento Automatico”. Siena, Italy, 10-13 Settembre 2002
  • C. D'Amato, D. Malerba, F. Esposito & M. Monopoli (2003). Extending the K-Nearest Neighbour classification algorithm to symbolic objects. Atti del Convegno Intermedio della Società Italiana di Statistica "Analisi Statistica Multivariata per le scienze economico-sociali, le scienze naturali e la tecnologia". Napoli. Italia.

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