Michelangelo Ceci

	2009
59		Annalisa Appice, Michelangelo Ceci, Donato Malerba: An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting. Discovery Science 2009: 36-50
58		Corrado Loglisci, Michelangelo Ceci, Donato Malerba: A Knowledge-Based Framework for Information Extraction from Clinical Practice Guidelines. ISMIS 2009: 119-128
57		Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Donato Malerba: Novelty Detection from Evolving Complex Data Streams with Time Windows. ISMIS 2009: 563-572
56		Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Carmine Valente, Donato Malerba: Relational Frequent Patterns Mining for Novelty Detection from Data Streams. MLDM 2009: 427-439
	2008
55		Michelangelo Ceci, Annalisa Appice, Donato Malerba: Emerging Pattern Based Classification in Relational Data Mining. DEXA 2008: 283-296
54		Antonio Turi, Annalisa Appice, Michelangelo Ceci, Donato Malerba: A Grid-Based Multi-relational Approach to Process Mining. DEXA 2008: 701-709
53		Michelangelo Ceci: Hierarchical Text Categorization in a Transductive Setting. ICDM Workshops 2008: 184-191
52		Annalisa Appice, Michelangelo Ceci, Donato Malerba: Top-Down Induction of Relational Model Trees in Multi-instance Learning. ILP 2008: 24-41
51		Michelangelo Ceci, Annalisa Appice, Costantina Caruso, Donato Malerba: Discovering Emerging Patterns for Anomaly Detection in Network Connection Data. ISMIS 2008: 179-188
50		Annalisa Appice, Michelangelo Ceci, Donato Malerba, Savino Saponara: Stepwise Induction of Logistic Model Trees. ISMIS 2008: 68-77
49		Michelangelo Ceci, Annalisa Appice, Lucrezia Macchia, Donato Malerba: Relational Classification based on Emerging Patterns. SEBD 2008: 45-56
48		Antonio Turi, Annalisa Appice, Michelangelo Ceci, Donato Malerba: Distributed Discovery of Multi-Level Approximate Process Patterns. SEBD 2008: 57-68
47		Donato Malerba, Michelangelo Ceci, Margherita Berardi: Machine Learning for Reading Order Detection in Document Image Understanding. Machine Learning in Document Analysis and Recognition 2008: 45-69
	2007
46		Michelangelo Ceci, Donato Malerba, Letizia Tanca: Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, SEBD 2007, 17-20 June 2007, Torre Canne, Fasano, BR, Italy SEBD 2007
45		Annalisa Appice, Michelangelo Ceci, Carlo Malgieri, Donato Malerba: Discovering Relational Emerging Patterns. AI*IA 2007: 206-217
44		Michelangelo Ceci, Margherita Berardi, G. Porcelli, Donato Malerba: A Data Mining Approach to Reading Order Detection. ICDAR 2007: 924-928
43		Donato Malerba, Michelangelo Ceci: Learning to Order: A Relational Approach. MCD 2007: 209-223
42		Michelangelo Ceci, Annalisa Appice, Nicola Barile, Donato Malerba: Transductive Learning from Relational Data. MLDM 2007: 324-338
41		Michelangelo Ceci, Annalisa Appice, Donato Malerba: Discovering Emerging Patterns in Spatial Databases: A Multi-relational Approach. PKDD 2007: 390-397
40		Michelangelo Ceci, Margherita Berardi, Donato Malerba: Relational Data Mining and ILP for Document Image Understanding. Applied Artificial Intelligence 21(4&5): 317-342 (2007)
39		Oronzo Altamura, Margherita Berardi, Michelangelo Ceci, Donato Malerba, Antonio Varlaro: Using colour information to understand censorship cards of film archives. IJDAR 9(2-4): 281-297 (2007)
38		Michelangelo Ceci, Donato Malerba: Classifying web documents in a hierarchy of categories: a comprehensive study. J. Intell. Inf. Syst. 28(1): 37-78 (2007)
	2006
37		Annalisa Appice, Michelangelo Ceci: Mining Tolerance Regions with Model Trees. ISMIS 2006: 560-569
36		Michelangelo Ceci, Donato Malerba: Relational Data Mining Techniques for Historical Document Processing. SEBD 2006: 309-320
35		Michelangelo Ceci, Annalisa Appice: Spatial associative classification: propositional vs structural approach. J. Intell. Inf. Syst. 27(3): 191-213 (2006)
	2005
34		Michelangelo Ceci, Margherita Berardi, Donato Malerba: Relational Learning: Statistical Approach Versus Logical Approach in Document Image Understanding. AI*IA 2005: 418-429
33		Annalisa Appice, Michelangelo Ceci, Donato Malerba: Mining Relational Association Rules for Propositional Classification. AI*IA 2005: 522-534
32		Margherita Berardi, Oronzo Altamura, Michelangelo Ceci, Donato Malerba: A color-based layout analysis to process censorship cards of film archives. ICDAR 2005: 1110-1114
31		Michelangelo Ceci, Margherita Berardi, Donato Malerba: Relational Learning techniques for Document Image Understanding: Comparing Statistical and Logical approaches. ICDAR 2005: 473-477
30		Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Donato Malerba: Mining and Filtering Multi-level Spatial Association Rules with ARES. ISMIS 2005: 342-353
29		Donato Malerba, Michelangelo Ceci, Annalisa Appice: Mining Model Trees from Spatial Data. PKDD 2005: 169-180
28		Michelangelo Ceci, Annalisa Appice, Donato Malerba: Propositionalization Through Relational Association Rules Mining. SEBD 2005: 125-136
	2004
27		Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli, Oronzo Altamura, Teresa Maria Altomare Basile, Margherita Berardi, Michelangelo Ceci, Nicola Di Mauro: Machine Learning Methods for Automatically Processing Historical Documents: From Paper Acquisition to XML Transformation. DIAL 2004: 328-335
26		Donato Malerba, Annalisa Appice, Michelangelo Ceci: A Data Mining Query Language for Knowledge Discovery in a Geographical Information System. Database Support for Data Mining Applications 2004: 95-116
25		Annalisa Appice, Michelangelo Ceci, Simon Rawles, Peter A. Flach: Redundant feature elimination for multi-class problems. ICML 2004
24		Michelangelo Ceci, Annalisa Appice, Donato Malerba: Spatial Associative Classification at Different Levels of Granularity: A Probabilistic Approach. PKDD 2004: 99-111
23		Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Michele Lapi, Donato Malerba, Antonio Turi: Mining interesting spatial association rules: two case studies. SEBD 2004: 86-97
22		Donato Malerba, Floriana Esposito, Michelangelo Ceci, Annalisa Appice: Top-Down Induction of Model Trees with Regression and Splitting Nodes. IEEE Trans. Pattern Anal. Mach. Intell. 26(5): 612-625 (2004)
	2003
21		Michelangelo Ceci, Annalisa Appice, Donato Malerba, Vincenzo Colonna: Multi-relational Structural Bayesian Classifier. AI*IA 2003: 250-261
20		Donato Malerba, Michelangelo Ceci, Margherita Berardi: XML and Knowledge Technologies for Semantic-Based Indexing of Paper Documents. DEXA 2003: 256-265
19		Ingo Frommholz, Holger Brocks, Ulrich Thiel, Erich J. Neuhold, Luigi Iannone, Giovanni Semeraro, Margherita Berardi, Michelangelo Ceci: Document-Centered Collaboration for Scholars in the Humanities - The COLLATE System. ECDL 2003: 434-445
18		Michelangelo Ceci, Donato Malerba: Hierarchical Classification of HTML Documents with WebClassII. ECIR 2003: 57-72
17		Donato Malerba, Floriana Esposito, Oronzo Altamura, Michelangelo Ceci, Margherita Berardi: Correcting the Document Layout: A Machine Learning Approach. ICDAR 2003: 97-
16		Margherita Berardi, Michelangelo Ceci, Floriana Esposito, Donato Malerba: Learning Logic Programs for Layout Analysis Correction. ICML 2003: 27-34
15		Michelangelo Ceci, Floriana Esposito, Michele Lapi, Donato Malerba: Automated Classification of Web Documents into a Hierarchy of Categories. IIS 2003: 59-68
14		Annalisa Appice, Michelangelo Ceci, Donato Malerba: Mining Model Trees: A Multi-relational Approach. ILP 2003: 4-21
13		Michelangelo Ceci, Annalisa Appice, Donato Malerba: Comparing Simplification Methods for Model Trees with Regression and Splitting Nodes. ISMIS 2003: 49-56
12		Annalisa Appice, Michelangelo Ceci, Donato Malerba: MR-SMOTI: A Data Mining System for Regression Tasks Tightly-Coupled with a Relational Database. KDID 2003: 17-27
11		Michelangelo Ceci, Annalisa Appice, Donato Malerba: Simplification Methods for Model Trees with Regression and Splitting Nodes. MLDM 2003: 20-34
10		Michelangelo Ceci, Annalisa Appice, Donato Malerba: Mr-SBC: A Multi-relational Naïve Bayes Classifier. PKDD 2003: 95-106
9		Annalisa Appice, Michelangelo Ceci, Donato Malerba, D. Sacchi: Stepwise Model Tree Induction in a Multi-Relational Framework. SEBD 2003: 281-292
8		Annalisa Appice, Michelangelo Ceci, Floriana Esposito, Donato Malerba: Mining Model Trees with Regression and Splitting Nodes. SEBD 2003: 495-506
7		Annalisa Appice, Michelangelo Ceci, Antonietta Lanza, Francesca A. Lisi, Donato Malerba: Discovery of spatial association rules in geo-referenced census data: A relational mining approach. Intell. Data Anal. 7(6): 541-566 (2003)
	2002
6		Donato Malerba, Floriana Esposito, Michelangelo Ceci: Mining HTML Pages to Support Document Sharing in a Cooperative System. EDBT Workshops 2002: 420-434
5		Donato Malerba, Annalisa Appice, Michelangelo Ceci, Marianna Monopoli: Trading-Off Local versus Global Effects of Regression Nodes in Model Trees. ISMIS 2002: 393-402
4		Donato Malerba, Annalisa Appice, Michelangelo Ceci, Nicola Vacca: Mining Classification and Association Rules in Geographical Data with SDMOQL. SEBD 2002: 251-264
3		Annalisa Appice, Michelangelo Ceci, Donato Malerba: KDB2000: Uno strumento per la scoperta della conoscenza. SEBD 2002: 417-421
	2001
2		Donato Malerba, Annalisa Appice, Antonia Bellino, Michelangelo Ceci, Domenico Pallotta: Stepwise Induction of Model Trees. AI*IA 2001: 20-32
1		Antonietta Lanza, Donato Malerba, Francesca A. Lisi, Annalisa Appice, Michelangelo Ceci: Generating Logic Descriptions for the Automated Interpretation of Topographic Maps. GREC 2001: 200-210

Coauthor Index

1	Oronzo Altamura	[17] [27] [32] [39]
2	Annalisa Appice	[1] [2] [3] [4] [5] [7] [8] [9] [10] [11] [12] [13] [14] [21] [22] [23] [24] [25] [26] [28] [29] [30] [33] [35] [37] [41] [42] [45] [48] [49] [50] [51] [52] [54] [55] [56] [57] [59]
3	Nicola Barile	[42]
4	Teresa Maria Altomare Basile	[27]
5	Antonia Bellino	[2]
6	Margherita Berardi	[16] [17] [19] [20] [23] [27] [30] [31] [32] [34] [39] [40] [44] [47]
7	Holger Brocks	[19]
8	Costantina Caruso	[51] [56] [57]
9	Vincenzo Colonna	[21]
10	Floriana Esposito	[6] [8] [15] [16] [17] [22] [27]
11	Stefano Ferilli	[27]
12	Peter A. Flach	[25]
13	Ingo Frommholz	[19]
14	Fabio Fumarola	[56] [57]
15	Luigi Iannone	[19]
16	Antonietta Lanza	[1] [7]
17	Michele Lapi	[15] [23]
18	Francesca A. Lisi	[1] [7]
19	Corrado Loglisci	[56] [57] [58]
20	Lucrezia Macchia	[49]
21	Donato Malerba	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [20] [21] [22] [23] [24] [26] [27] [28] [29] [30] [31] [32] [33] [34] [36] [38] [39] [40] [41] [42] [43] [44] [45] [46] [47] [48] [49] [50] [51] [52] [54] [55] [56] [57] [58] [59]
22	Carlo Malgieri	[45]
23	Nicola Di Mauro	[27]
24	Marianna Monopoli	[5]
25	Erich J. Neuhold	[19]
26	Domenico Pallotta	[2]
27	G. Porcelli	[44]
28	Simon Rawles	[25]
29	D. Sacchi	[9]
30	Savino Saponara	[50]
31	Giovanni Semeraro	[19] [27]
32	Letizia Tanca	[46]
33	Ulrich Thiel	[19]
34	Antonio Turi	[23] [48] [54]
35	Nicola Vacca	[4]
36	Carmine Valente	[56]
37	Antonio Varlaro	[39]