KDDE Proceedings of International Conferences


Papers in International Collections

  • Ceci m, Corizzo R, Fumarola F, Ianni M, Malerba D, Maria G, Masciari E, Oliverio M, Rashkovska A (2015). Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources. In: (a cura di): Desai B C, Toyama M, Proceedings of the 19th International Database Engineering & Applications Symposium, Yokohama, Japan, July 13-15, 2015. p. 62-71, New York:ACM, Yokohama, Japan, 13-15/07/2015, doi: 10.1145/2790755.2790762
  • Ceci M, Cassavia N, Corizzo R, Dicosta P, Malerba D, Maria G, Masciari E, Pastura C (2014). Innovative power operating center management exploiting big data techniques. In Desai B C, de Almeida A M, Bernardino J, Ferreira Gomes E, 18th International Database Engineering & Applications Symposium, IDEAS 2014. New York, NY (USA):ACM Press, ISBN: 978-1-4503-2627-8, Porto, Portugal, July 7-9, 2014, doi: 10.1145/2628194.2628231
  • PIO G, CECI M, LOGLISCI C, D'ELIA D, MALERBA D (2012). Hierarchical and Overlapping Co-Clustering of mRNA:miRNA Interactions . In: Luc De Raedt, Christian Bessiere, Didier Dubois, Patrick Doherty, Paolo Frasconi, Fredrik Heintz, Peter Lucas . ECAI 2012 - 20th European Conference on Artificial Intelligence. FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS, vol. 242, p. 654-659, Amsterdam:IOS Press, ISBN: 978-1-61499-097-0, ISSN: 0922-6389, Montpellier, 27-31 August 2012, doi: 10.3233/978-1-61499-098-7-654
  • LOGLISCI C, Dino Ienco, Mathieu Roche, Maguelonne Teisseire, Donato Malerba (2012). Toward Geographic Information Harvesting: Extraction of Spatial Relational Facts from Web Documents. In: Jilles Vreeken and Charles Ling and Mohammed Javeed Zaki and Arno Siebes and Jeffrey Xu Yu and Bart Goethals and Geoffrey I. Webb and Xindong Wu. 12th IEEE International Conference on Data Mining Workshops, ICDM Workshops, Brussels, Belgium, December 10, 2012. p. 789-796, ISBN: 978-1-4673-5164-5, doi: 10.1109/ICDMW.2012.20
  • LOGLISCI C, CECI M (2011). Discovering Temporal Bisociations for Linking Concepts over Time. In: GUNOPULOS D., HOFMANN T., MALERBA D., VAZIRGIANNIS M.. Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011. Lecture Notes in Computer Science. vol. 6912, p. 358-373, Springer, ISBN: 978-3-642-23782-9, Athens, 5 September 2011 - 9 September 2011, doi: 10.1007/978-3-642-23783-6_23
  • LOGLISCI C, CECI M, APPICE A, MALERBA D (2011). Discovering process models through relational disjunctive patterns mining. In: Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2011). p. 200-207, Piscataway (NJ):IEEE, ISBN: 978-1-4244-9925-0, Paris, France, April 11-15, 2011, doi: 10.1109/CIDM.2011.5949299
  • APPICE A, CECI M, LOGLISCI C (2010). Discovering Informative Syntactic Relationships between Named Entities in Biomedical Literature. In: The Second International Conference on Advances in Databases, Knowledge, and Data Applications, DBKDA 2010. p. 120-125, NEW YORK:IEEE Computer Society, ISBN: 978-076953981-2, Menuires, France, 11-16 April 2010, doi: 10.1109/DBKDA.2010.14
  • LOGLISCI C, CECI M, MALERBA D (2010). Mining Physiological Data for Discovering Temporal Patterns on Disease Stages. In: HELDER COELHO, RUDI STUDER, MICHAEL WOOLDRIDGE. ECAI 2010 - 19th European Conference on Artificial Intelligence. FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS, vol. 215, p. 1117-1118, Amsterdam:IOS Press, ISBN: 978-160750605-8, ISSN: 0922-6389, Lisbona, Portogallo, 16-20 Agosto 2010, doi: 10.3233/978-1-60750-606-5-1107
  • CECI M, APPICE A, MALERBA D (2010). Time-Slice Density Estimation for Semantic-Based Tourist Destination Suggestion. In: HELDER COELHO, RUDI STUDER, MICHAEL WOOLDRIDGE. ECAI 2010 - 19th European Conference on Artificial Intelligence. FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS, vol. 215, p. 1107-1108, IOS Press, ISBN: 978-160750605-8, ISSN: 0922-6389, Lisbona, Portogallo, 16-20 Agosto 2010, doi: 10.3233/978-1-60750-606-5-1107
  • CECI M (2010). Transductive Learning from Textual Data with Relevant Example Selection. In: PABLO GARCIA BRINGAS AND ABDELKADER HAMEURLAIN AND GERALD QUIRCHMAYR. Database and Expert Systems Applications, 21th International Conference, DEXA 2010. LECTURE NOTES IN COMPUTER SCIENCE, vol. 6262, p. 470-484, BERLIN:Springer, ISBN: 978-364215250-4, ISSN: 0302-9743, Bilbao (Spain), 30 August 2010 - 3 September 2010, doi: 10.1007/978-3-642-15251-1_37
  • APPICE A, CECI M, MALERBA D (2010). Transductive learning for spatial regression with co-training. In: Helder Coelho, Rudi Studer, Michael Wooldridge. SAC '10: Proceedings of the 2010 ACM Symposium on Applied Computing. p. 1065-1070, New York:ACM, ISBN: 978-1-60558-639-7, Sierre, Switzerland, 22-26 March, 2010, doi: 10.1145/1774088.1774310
  • CECI M (2008). Hierarchical Text Categorization in a Transductive Setting. In: IEEE International Conference on Data Mining Workshops. p. 184-191, Los Alamitos, CA:IEEE Computer Society, ISBN: 978-0-7695-3503-6, Pisa, Italy, 15th-19th December 2008, doi: 10.1109/ICDMW.2008.126
  • LOGLISCI C, Malerba D (2008). Mining Temporal Associations Between Air Pollution and Effects on the Human Health. In: Brito P.. Proceedings of COMPSTAT 2008: International Conference on Computational Statistics-Contributed Papers. p. 307-314, ISBN: 978-3-7908-2083-6
  • CECI M, BERARDI M, PORCELLI G.A, AND MALERBA D (2007). A Data Mining approach to Reading Order Detection. In: 9th International Conference on Document Analysis and Recognition (ICDAR 2007). vol. 2, p. 924-928, NEW YORK:IEEE Computer Society, ISBN: 0-7695-2822-8, Curitiba, Brazil, 23-26 September 2007, doi: 10.1109/ICDAR.2007.4377050
  • LOGLISCI C, D'Alessandro S, Berardi M, Malerba D (2007). Mining non redundant generalized association rules. In: Ferreira, C., Lauro, C., Saporta, G. and Souto de Miranda, M. Proceedings of IASC 2007: Statistics for Data Mining Learning and Knowledge Evaluatio. ISBN: 978-90-73592-26-1
  • APPICE A, BARILE N, CECI M, MALERBA D, SINGH R.P (2007). Mining Geo-Spatial Data in a Transductive Setting. In: A. ZANASI, C.A. BREBBIA, N.F.F. EBECKEN. Data Mining VIII: data, text and web mining and their business applications. WIT TRANSACTIONS ON INFORMATION AND COMMUNICATION TECHNOLOGIES, p. 141-149, SOUTHAMPTON:WIT Press, ISBN: 978-1-84564-081-1, ISSN: 1743-3517, New Forest, UK, 18 - 20 June 2007, doi: 10.2495/DATA070141
  • D. Malerba, A. Appice, A. Varlaro & A. Lanza. Clustering Related Structured Objects: Issues and Solutions. Statistics for Data Mining Learning and Knowledge Evaluation, IASC 2007.
  • CECI M, APPICE A, MALERBA D, BARILE N (2006). TRANS-SC: a Transductive Structural Classifier. In 6th International Conference on Inductive Logic Programming, ILP 2006. p. 40-45, CORUNA, UDC Press Service, ISBN: 84-9749-206-4, SANTIAGO DE COMPOSTELA, University of Corunna (SPAIN)
  • BERARDI M, CECI M, MALERBA D (2005). A Hybrid Strategy for Knowledge Extraction from Biomedical Documents. In: S. Marinai, H. Fujisawa. Neural Networks and Learning in Document Analysis and Recognition. p. 18-22, Seoul, Korea, 29th August 2005
  • BERARDI M, ALTAMURA O, CECI M, MALERBA D (2005). A color-based layout analysis to process censorship cards of film archives. In: 8th International Conference on Document Analysis and Recognition ICDAR 2005. p. 1110-1114, Los Alamitos, CA:IEEE Computer Society, ISBN: 0-7695-2420-6, Seoul, Korea, 29 August - 1 September 2005, doi: 10.1109/ICDAR.2005.2
  • CECI M, BERARDI M, MALERBA D (2005). Relational Learning techniques for Document Image Understanding: Comparing Statistical and Logical approaches. In 8th International Conference on Document Analysis and Recognition ICDAR 2005. p. 473-477, Los Alamitos, CA, IEEE Computer Society, ISBN: 0-7695-2420-6, Seoul, Korea, 29 August - 1 September 2005, doi: 10.1109/ICDAR.2005.201
  • ESPOSITO F, MALERBA D, SEMERARO G, FERILLI S, ALTAMURA O, BASILE T M A, BERARDI M, CECI M, DI MAURO N (2004). Machine learning methods for automatically processing historical documents: from paper acquisition to XML transformation. In: Proceedings - First International Workshop on Document Image Analysis for Libraries - DIAL 2004. p. 328-335, Los Alamitos CA:IEEE Computer Society, Los Alamitos CA (USA), ISBN: 0-7695-2088-X, Palo Alto, CA, USA, 23-24 January 2004, doi: 10.1109/DIAL.2004.1263262
  • APPICE A., CECI M, RAWLES S., FLACH P. (2004). Redundant Feature Elimination for Multi-Class Problems. In: Greiner R., Schuurmans D.. Twenty-First International Conference on Machine Learning, ICML 2004. p. 33-40, New York:ACM, ISBN: 1-58113-838-5, Banff, Canada, 4 July 2004- 8 July 2004, doi: 10.1145/1015330.1015397
  • CECI M, ESPOSITO F., LAPI M., MALERBA D. (2003). Automated Classification of Web Documents into a Hierarchy of Categories. In: KLOPOTEK M.A., WIERZCHON S.T., TROJANOWSKI K.. Intelligent Information Processing and Web Mining. ADVANCES IN SOFT COMPUTING, p. 59-68, BERLIN:Springer, ISBN: 3-540-00843-8, ISSN: 1615-3871, Zakopane, Poland, June 2-5, 2003.
  • D. Malerba, F. Esposito, O. Altamura, M. Ceci & M. Berardi (2003). Correcting the Document Layout: A Machine Learning Approach, Proceedings of the Seventh International Conference on Document Analysis and Recognition (ICDAR 2003), 97-102, IEEE Computer Society Press, Los Vaqueros, CA.
  • BERARDI M., CECI M, ESPOSITO F., MALERBA D. (2003). Learning Logic Programs for Layout Analysis Correction. In: Proceedings of the Twentieth International Conference on Machine Learning (ICML 2003). p. 27-34, MENLO PARK, CA:AAAI Press, ISBN: 1-57735-189-4, Washington, DC, USA, August 21-24, 2003
  • APPICE A., CECI M, MALERBA D. (2002). KDB2000: An integrated knowledge discovery tool. In: ZANASI A., BREBBIA C.A., EBECKEN N.F.F., MELLI P.. Data Mining III. WIT TRANSACTIONS ON INFORMATION AND COMMUNICATION TECHNOLOGIES, vol. 6, p. 531-540, SOUTHAMPTON:WIT Press, ISBN: 1-85312-925-9, ISSN: 1743-3517, Bologna, Italy, 25-27 September 2002
  • D. Malerba, F. Esposito & M. Monopoli (2002). Comparing dissimilarity measures for probabilistic symbolic objects. In A. Zanasi, C. A. Brebbia, N.F.F. Ebecken, P. Melli (Eds.) Data Mining III, Series Management Information Systems, Vol 6, 31-40, WIT Press, Southampton, UK.
  • D. Malerba, F. Esposito, V. Gioviale & V. Tamma (2001). Comparing dissimilarity measures in Symbolic Data Analysis. Proceedings of the Joint Conferences on "New Techniques and Technologies for Statistcs" and "Exchange of Technology and Know-how" (ETK-NTTS'01), 473-481.
  • D. Malerba, F. Esposito, F.A. Lisi & O. Altamura (2001). Automated Discovery of Dependencies Between Logical Components in Document Image Understanding. Proceedings of the Sixth International Conference on Document Analysis and Recognition, 174-178, IEEE Computer Society Press, Los Vaqueros, CA.
  • D. Malerba, F. Esposito & F.A. Lisi (2001). Mining spatial association rules in census data. Proceedings of the Joint Conferences on "New Techniques and Technologies for Statistcs" and "Exchange of Technology and Know-how" (ETK-NTTS'01), 541-550.
  • O.Altamura, F. Esposito & D. Malerba (1999). WISDOM++: An Interactive and Adaptive Document Analysis System, Proceedings of the Fifth International Conference on Document Analysis and Recognition, 366-369, IEEE Computer Society Press, Los Vaqueros, CA.
  • F. Esposito, D. Malerba & F.A. Lisi (1998). Flexible Matching of Boolean Symbolic Objects. Proceedings of NTTS'98, Int. Seminar on New Techniques & Technologies for Statistics, 157-162, Napoli.
  • D. Malerba, F. Esposito & F.A. Lisi (1998). Learning recursive theories with ATRE, in H. Prade (Ed.), Proceedings of the 13th European Conference on Artificial Intelligence, 435-439, John Wiley & Sons, Chichester, England.
  • F. Esposito, D. Malerba, G. Semeraro, C.D. Antifora & G. De Gennaro (1997). Information Capture and Semantic Indexing of Digital Libraries Through Machine Learning Techniques. Proceedings of the Fourth International Conference on Document Analysis and Recognition, 722-727, IEEE Computer Society Press, Los Vaqueros, CA.
  • F. Esposito, S. Caggese, D. Malerba & G. Semeraro (1997). Classification in Noisy Domains by Flexible Matching. Proceedings of the European Symposium on Intelligent Techniques, 45-49, Bari.
  • F. Esposito, D. Malerba & G. Semeraro (1995). A Knowledge-Based Approach to the Layout Analysis. Proceedings of the Third International Conference on Document Analysis and Recognition, 466-471.IEEE COmputer Society Press, Montreal, Canada.
  • D. Malerba, G. Semeraro & E. Bellisari (1995). LEX: A Knowledge-Based System for the Layout Analysis. Proceedings of the Third International Conference on the Practical Application of Prolog, 429-443. Paris. France

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