Annalisa Appice

	2009
51		Annalisa Appice, Michelangelo Ceci, Donato Malerba: An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting. Discovery Science 2009: 36-50
50		Fabio Fumarola, Anna Ciampi, Annalisa Appice, Donato Malerba: A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams. Discovery Science 2009: 385-392
49		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
48		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
47		Michelangelo Ceci, Annalisa Appice, Donato Malerba: Emerging Pattern Based Classification in Relational Data Mining. DEXA 2008: 283-296
46		Antonio Turi, Annalisa Appice, Michelangelo Ceci, Donato Malerba: A Grid-Based Multi-relational Approach to Process Mining. DEXA 2008: 701-709
45		Annalisa Appice, Anna Ciampi, Antonietta Lanza, Donato Malerba, Antonella Rapolla, Luisa Vetturi: Geographic Knowledge Discovery in INGENS: An Inductive Database Perspective. ICDM Workshops 2008: 326-331
44		Annalisa Appice, Michelangelo Ceci, Donato Malerba: Top-Down Induction of Relational Model Trees in Multi-instance Learning. ILP 2008: 24-41
43		Michelangelo Ceci, Annalisa Appice, Costantina Caruso, Donato Malerba: Discovering Emerging Patterns for Anomaly Detection in Network Connection Data. ISMIS 2008: 179-188
42		Annalisa Appice, Michelangelo Ceci, Donato Malerba, Savino Saponara: Stepwise Induction of Logistic Model Trees. ISMIS 2008: 68-77
41		Michelangelo Ceci, Annalisa Appice, Lucrezia Macchia, Donato Malerba: Relational Classification based on Emerging Patterns. SEBD 2008: 45-56
40		Antonio Turi, Annalisa Appice, Michelangelo Ceci, Donato Malerba: Distributed Discovery of Multi-Level Approximate Process Patterns. SEBD 2008: 57-68
	2007
39		Annalisa Appice, Michelangelo Ceci, Carlo Malgieri, Donato Malerba: Discovering Relational Emerging Patterns. AI*IA 2007: 206-217
38		Annalisa Appice, Saso Dzeroski: Stepwise Induction of Multi-target Model Trees. ECML 2007: 502-509
37		Annalisa Appice, Antonietta Lanza, Donato Malerba: An Integrated Platform for Spatial Data Mining within a GIS Environment. ICDE Workshops 2007: 507-516
36		Michelangelo Ceci, Annalisa Appice, Nicola Barile, Donato Malerba: Transductive Learning from Relational Data. MLDM 2007: 324-338
35		Michelangelo Ceci, Annalisa Appice, Donato Malerba: Discovering Emerging Patterns in Spatial Databases: A Multi-relational Approach. PKDD 2007: 390-397
34		Annalisa Appice, Saso Dzeroski: Inducing Multi-Target Model Trees in a Stepwise Fashion. SEBD 2007: 16-27
33		Antonio Varlaro, Annalisa Appice, Antonietta Lanza, Antonio Fittipaldi: On Homogeneity Evaluation and Seed Selection in Clustering Relational Data. SEBD 2007: 471-478
	2006
32		Margherita Berardi, Annalisa Appice, Corrado Loglisci, Pietro Leo: Supporting Visual Exploration of Discovered Association Rules Through Multi-Dimensional Scaling. ISMIS 2006: 369-378
31		Annalisa Appice, Michelangelo Ceci: Mining Tolerance Regions with Model Trees. ISMIS 2006: 560-569
30		Annalisa Appice, Floriana Esposito, Donato Malerba: Classifying Aggregated Data: a Symbolic Data Analysis Approach. SEBD 2006: 105-116
29		Annalisa Appice, Claudia d'Amato, Floriana Esposito, Donato Malerba: Classification of symbolic objects: A lazy learning approach. Intell. Data Anal. 10(4): 301-324 (2006)
28		Michelangelo Ceci, Annalisa Appice: Spatial associative classification: propositional vs structural approach. J. Intell. Inf. Syst. 27(3): 191-213 (2006)
	2005
27		Annalisa Appice, Michelangelo Ceci, Donato Malerba: Mining Relational Association Rules for Propositional Classification. AI*IA 2005: 522-534
26		Annalisa Appice, Paolo Buono: Analyzing Multi-level Spatial Association Rules Through a Graph-Based Visualization. IEA/AIE 2005: 448-458
25		Donato Malerba, Annalisa Appice, Antonio Varlaro, Antonietta Lanza: Spatial Clustering of Structured Objects. ILP 2005: 227-245
24		Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Donato Malerba: Mining and Filtering Multi-level Spatial Association Rules with ARES. ISMIS 2005: 342-353
23		Donato Malerba, Michelangelo Ceci, Annalisa Appice: Mining Model Trees from Spatial Data. PKDD 2005: 169-180
22		Michelangelo Ceci, Annalisa Appice, Donato Malerba: Propositionalization Through Relational Association Rules Mining. SEBD 2005: 125-136
21		Antonio Varlaro, Annalisa Appice, Antonietta Lanza, Donato Malerba, Giuseppe Guarnieri: Relational Clustering with Discrete Spatial Structure. SEBD 2005: 149-160
	2004
20		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
19		Annalisa Appice, Michelangelo Ceci, Simon Rawles, Peter A. Flach: Redundant feature elimination for multi-class problems. ICML 2004
18		Michelangelo Ceci, Annalisa Appice, Donato Malerba: Spatial Associative Classification at Different Levels of Granularity: A Probabilistic Approach. PKDD 2004: 99-111
17		Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Michele Lapi, Donato Malerba, Antonio Turi: Mining interesting spatial association rules: two case studies. SEBD 2004: 86-97
16		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
15		Michelangelo Ceci, Annalisa Appice, Donato Malerba, Vincenzo Colonna: Multi-relational Structural Bayesian Classifier. AI*IA 2003: 250-261
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		Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi, Annalisa Appice: Empowering a GIS with inductive learning capabilities: the case of INGENS. Computers, Environment and Urban Systems 27(3): 265-281 (2003)
6		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
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	Nicola Barile	[36]
2	Antonia Bellino	[2]
3	Margherita Berardi	[17] [24] [32]
4	Paolo Buono	[26]
5	Costantina Caruso	[43] [48] [49]
6	Michelangelo Ceci	[1] [2] [3] [4] [5] [6] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [22] [23] [24] [27] [28] [31] [35] [36] [39] [40] [41] [42] [43] [44] [46] [47] [48] [49] [51]
7	Anna Ciampi	[45] [50]
8	Vincenzo Colonna	[15]
9	Saso Dzeroski	[34] [38]
10	Floriana Esposito	[7] [8] [16] [29] [30]
11	Antonio Fittipaldi	[33]
12	Peter A. Flach	[19]
13	Fabio Fumarola	[48] [49] [50]
14	Giuseppe Guarnieri	[21]
15	Antonietta Lanza	[1] [6] [7] [21] [25] [33] [37] [45]
16	Michele Lapi	[17]
17	Pietro Leo	[32]
18	Francesca A. Lisi	[1] [6] [7]
19	Corrado Loglisci	[32] [48] [49]
20	Lucrezia Macchia	[41]
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] [25] [27] [29] [30] [35] [36] [37] [39] [40] [41] [42] [43] [44] [45] [46] [47] [48] [49] [50] [51]
22	Carlo Malgieri	[39]
23	Marianna Monopoli	[5]
24	Domenico Pallotta	[2]
25	Antonella Rapolla	[45]
26	Simon Rawles	[19]
27	D. Sacchi	[9]
28	Savino Saponara	[42]
29	Antonio Turi	[17] [40] [46]
30	Nicola Vacca	[4]
31	Carmine Valente	[48]
32	Antonio Varlaro	[21] [25] [33]
33	Luisa Vetturi	[45]
34	Claudia d'Amato	[29]

Colors in the list of coauthors