KDDE Proceedings of National Conferences


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.

Data Mining Techniques in Sensor Networks

The KDDE group has recently published the book entitled Data Mining Techniques in Sensor Networks, Summarization, Interpolation and Surveillance.

Book cover

Authors: Appice, A., Ciampi, A., Fumarola, F., Malerba, D.

Introduces the trend cluster, a recently defined spatio-temporal pattern, and its use in summarizing, interpolating and identifying anomalies in sensor networks.

KDDE Template

KDDE presentations have to be based on this template.

Group members and students who are taking a degree, are invited to use it.

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