 | 2009 |
|---|
| 137 |       | Corrado Loglisci,
Donato Malerba:
A Temporal Data Mining Approach for Discovering Knowledge on the Changes of the Patient's Physiology.
AIME 2009: 26-35 |
| 136 | | Annalisa Appice,
Michelangelo Ceci,
Donato Malerba:
An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting.
Discovery Science 2009: 36-50 |
| 135 | | 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 |
| 134 | | Corrado Loglisci,
Michelangelo Ceci,
Donato Malerba:
A Knowledge-Based Framework for Information Extraction from Clinical Practice Guidelines.
ISMIS 2009: 119-128 |
| 133 | | 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 |
| 132 | | Corrado Loglisci,
Donato Malerba:
Mining Multiple Level Non-redundant Association Rules through Two-Fold Pruning of Redundancies.
MLDM 2009: 251-265 |
| 131 | | 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 |
| 130 | | Antonio Turi,
Corrado Loglisci,
Eliana Salvemini,
Giorgio Grillo,
Donato Malerba,
Domenica D'Elia:
Computational annotation of UTR cis-regulatory modules through Frequent Pattern Mining.
BMC Bioinformatics 10(S-6): (2009) |
| 2008 |
|---|
| 129 | | Michelangelo Ceci,
Annalisa Appice,
Donato Malerba:
Emerging Pattern Based Classification in Relational Data Mining.
DEXA 2008: 283-296 |
| 128 | | Antonio Turi,
Annalisa Appice,
Michelangelo Ceci,
Donato Malerba:
A Grid-Based Multi-relational Approach to Process Mining.
DEXA 2008: 701-709 |
| 127 | | Corrado Loglisci,
Donato Malerba:
Discovering Triggering Events from Longitudinal Data.
ICDM Workshops 2008: 248-256 |
| 126 | | 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 |
| 125 | | Fabio Fumarola,
Eliana Salvemini,
Donato Malerba:
A KDD Platform Based on the Application Service Provider Paradigm.
ICDM Workshops 2008: 983-986 |
| 124 | | Annalisa Appice,
Michelangelo Ceci,
Donato Malerba:
Top-Down Induction of Relational Model Trees in Multi-instance Learning.
ILP 2008: 24-41 |
| 123 | | Michelangelo Ceci,
Annalisa Appice,
Costantina Caruso,
Donato Malerba:
Discovering Emerging Patterns for Anomaly Detection in Network Connection Data.
ISMIS 2008: 179-188 |
| 122 | | Corrado Loglisci,
Donato Malerba:
Discovering Explanations from Longitudinal Data.
ISMIS 2008: 196-202 |
| 121 | | Annalisa Appice,
Michelangelo Ceci,
Donato Malerba,
Savino Saponara:
Stepwise Induction of Logistic Model Trees.
ISMIS 2008: 68-77 |
| 120 |  | Fabio Fumarola,
Eliana Salvemini,
Donato Malerba:
KD-ASP - A distributed collaborative data mining platform.
SEBD 2008: 109-120 |
| 119 | | Michelangelo Ceci,
Annalisa Appice,
Lucrezia Macchia,
Donato Malerba:
Relational Classification based on Emerging Patterns.
SEBD 2008: 45-56 |
| 118 | | Antonio Turi,
Annalisa Appice,
Michelangelo Ceci,
Donato Malerba:
Distributed Discovery of Multi-Level Approximate Process Patterns.
SEBD 2008: 57-68 |
| 117 | | 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 |
| 116 | | Donato Malerba:
A relational perspective on spatial data mining.
IJDMMM 1(1): 103-118 (2008) |
| 2007 |
|---|
| 115 | | 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 |
| 114 | | Annalisa Appice,
Michelangelo Ceci,
Carlo Malgieri,
Donato Malerba:
Discovering Relational Emerging Patterns.
AI*IA 2007: 206-217 |
| 113 | | Michelangelo Ceci,
Margherita Berardi,
G. Porcelli,
Donato Malerba:
A Data Mining Approach to Reading Order Detection.
ICDAR 2007: 924-928 |
| 112 | | Annalisa Appice,
Antonietta Lanza,
Donato Malerba:
An Integrated Platform for Spatial Data Mining within a GIS Environment.
ICDE Workshops 2007: 507-516 |
| 111 | | Costantina Caruso,
Donato Malerba:
A Data Mining Methodology for Anomaly Detection in Network Data.
KES (2) 2007: 109-116 |
| 110 | | Donato Malerba,
Michelangelo Ceci:
Learning to Order: A Relational Approach.
MCD 2007: 209-223 |
| 109 | | Michelangelo Ceci,
Annalisa Appice,
Nicola Barile,
Donato Malerba:
Transductive Learning from Relational Data.
MLDM 2007: 324-338 |
| 108 | | Michelangelo Ceci,
Annalisa Appice,
Donato Malerba:
Discovering Emerging Patterns in Spatial Databases: A Multi-relational Approach.
PKDD 2007: 390-397 |
| 107 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro:
Introduction to the special issue.
Appl. Intell. 26(2): 81-82 (2007) |
| 106 | | Michelangelo Ceci,
Margherita Berardi,
Donato Malerba:
Relational Data Mining and ILP for Document Image Understanding.
Applied Artificial Intelligence 21(4&5): 317-342 (2007) |
| 105 | | 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) |
| 104 | | 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 |
|---|
| 103 | | Floriana Esposito,
Zbigniew W. Ras,
Donato Malerba,
Giovanni Semeraro:
Foundations of Intelligent Systems, 16th International Symposium, ISMIS 2006, Bari, Italy, September 27-29, 2006, Proceedings
Springer 2006 |
| 102 | | Margherita Berardi,
Donato Malerba,
Marcella Attimonelli:
Mining Information Extraction Models for HmtDB annotation.
ICDM Workshops 2006: 207-212 |
| 101 | | Margherita Berardi,
Donato Malerba:
Learning Recursive Patterns for Biomedical Information Extraction.
ILP 2006: 79-93 |
| 100 | | Annalisa Appice,
Floriana Esposito,
Donato Malerba:
Classifying Aggregated Data: a Symbolic Data Analysis Approach.
SEBD 2006: 105-116 |
| 99 | | Michelangelo Ceci,
Donato Malerba:
Relational Data Mining Techniques for Historical Document Processing.
SEBD 2006: 309-320 |
| 98 | | 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) |
| 97 | | Gennady L. Andrienko,
Donato Malerba,
Michael May,
Maguelonne Teisseire:
Mining spatio-temporal data.
J. Intell. Inf. Syst. 27(3): 187-190 (2006) |
| 2005 |
|---|
| 96 | | Michelangelo Ceci,
Margherita Berardi,
Donato Malerba:
Relational Learning: Statistical Approach Versus Logical Approach in Document Image Understanding.
AI*IA 2005: 418-429 |
| 95 | | Annalisa Appice,
Michelangelo Ceci,
Donato Malerba:
Mining Relational Association Rules for Propositional Classification.
AI*IA 2005: 522-534 |
| 94 | | Margherita Berardi,
Oronzo Altamura,
Michelangelo Ceci,
Donato Malerba:
A color-based layout analysis to process censorship cards of film archives.
ICDAR 2005: 1110-1114 |
| 93 | | Michelangelo Ceci,
Margherita Berardi,
Donato Malerba:
Relational Learning techniques for Document Image Understanding: Comparing Statistical and Logical approaches.
ICDAR 2005: 473-477 |
| 92 | | Donato Malerba,
Annalisa Appice,
Antonio Varlaro,
Antonietta Lanza:
Spatial Clustering of Structured Objects.
ILP 2005: 227-245 |
| 91 | | Costantina Caruso,
Donato Malerba,
Davide Papagni:
Learning the Daily Model of Network Traffic.
ISMIS 2005: 131-141 |
| 90 | | Annalisa Appice,
Margherita Berardi,
Michelangelo Ceci,
Donato Malerba:
Mining and Filtering Multi-level Spatial Association Rules with ARES.
ISMIS 2005: 342-353 |
| 89 | | Donato Malerba,
Michelangelo Ceci,
Annalisa Appice:
Mining Model Trees from Spatial Data.
PKDD 2005: 169-180 |
| 88 | | Michelangelo Ceci,
Annalisa Appice,
Donato Malerba:
Propositionalization Through Relational Association Rules Mining.
SEBD 2005: 125-136 |
| 87 | | Antonio Varlaro,
Annalisa Appice,
Antonietta Lanza,
Donato Malerba,
Giuseppe Guarnieri:
Relational Clustering with Discrete Spatial Structure.
SEBD 2005: 149-160 |
| 2004 |
|---|
| 86 | | Margherita Berardi,
Michele Lapi,
Pietro Leo,
Donato Malerba,
Caterina Marinelli,
Gaetano Scioscia:
A Data Mining Approach to PubMed Query Refinement.
DEXA Workshops 2004: 401-405 |
| 85 | | 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 |
| 84 | | 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 |
| 83 | | Margherita Berardi,
Michele Lapi,
Donato Malerba:
An Integrated Approach for Automatic Semantic Structure Extraction in Document Images.
Document Analysis Systems 2004: 179-190 |
| 82 | | Margherita Berardi,
Antonio Varlaro,
Donato Malerba:
On the Effect of Caching in Recursive Theory Learning.
ILP 2004: 44-62 |
| 81 | | Michelangelo Ceci,
Annalisa Appice,
Donato Malerba:
Spatial Associative Classification at Different Levels of Granularity: A Probabilistic Approach.
PKDD 2004: 99-111 |
| 80 | | Annalisa Appice,
Margherita Berardi,
Michelangelo Ceci,
Michele Lapi,
Donato Malerba,
Antonio Turi:
Mining interesting spatial association rules: two case studies.
SEBD 2004: 86-97 |
| 79 | | 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) |
| 78 | | Francesca A. Lisi,
Donato Malerba:
Inducing Multi-Level Association Rules from Multiple Relations.
Machine Learning 55(2): 175-210 (2004) |
| 2003 |
|---|
| 77 | | Michelangelo Ceci,
Annalisa Appice,
Donato Malerba,
Vincenzo Colonna:
Multi-relational Structural Bayesian Classifier.
AI*IA 2003: 250-261 |
| 76 | | Francesca A. Lisi,
Donato Malerba:
Bridging the Gap between Horn Clausal Logic and Description Logics in Inductive Learning.
AI*IA 2003: 53-64 |
| 75 | | Donato Malerba,
Michelangelo Ceci,
Margherita Berardi:
XML and Knowledge Technologies for Semantic-Based Indexing of Paper Documents.
DEXA 2003: 256-265 |
| 74 | | Michelangelo Ceci,
Donato Malerba:
Hierarchical Classification of HTML Documents with WebClassII.
ECIR 2003: 57-72 |
| 73 | | Donato Malerba,
Floriana Esposito,
Oronzo Altamura,
Michelangelo Ceci,
Margherita Berardi:
Correcting the Document Layout: A Machine Learning Approach.
ICDAR 2003: 97- |
| 72 | | Margherita Berardi,
Michelangelo Ceci,
Floriana Esposito,
Donato Malerba:
Learning Logic Programs for Layout Analysis Correction.
ICML 2003: 27-34 |
| 71 | | Michelangelo Ceci,
Floriana Esposito,
Michele Lapi,
Donato Malerba:
Automated Classification of Web Documents into a Hierarchy of Categories.
IIS 2003: 59-68 |
| 70 | | Francesca A. Lisi,
Donato Malerba:
Ideal Refinement of Descriptions in AL-Log.
ILP 2003: 215-232 |
| 69 | | Annalisa Appice,
Michelangelo Ceci,
Donato Malerba:
Mining Model Trees: A Multi-relational Approach.
ILP 2003: 4-21 |
| 68 | | Michelangelo Ceci,
Annalisa Appice,
Donato Malerba:
Comparing Simplification Methods for Model Trees with Regression and Splitting Nodes.
ISMIS 2003: 49-56 |
| 67 | | 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 |
| 66 | | Michelangelo Ceci,
Annalisa Appice,
Donato Malerba:
Simplification Methods for Model Trees with Regression and Splitting Nodes.
MLDM 2003: 20-34 |
| 65 | | Michelangelo Ceci,
Annalisa Appice,
Donato Malerba:
Mr-SBC: A Multi-relational Naïve Bayes Classifier.
PKDD 2003: 95-106 |
| 64 | | Francesca A. Lisi,
Donato Malerba:
Towards Object-Relational Data Mining.
SEBD 2003: 269-280 |
| 63 | | Annalisa Appice,
Michelangelo Ceci,
Donato Malerba,
D. Sacchi:
Stepwise Model Tree Induction in a Multi-Relational Framework.
SEBD 2003: 281-292 |
| 62 | | Annalisa Appice,
Michelangelo Ceci,
Floriana Esposito,
Donato Malerba:
Mining Model Trees with Regression and Splitting Nodes.
SEBD 2003: 495-506 |
| 61 | | 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) |
| 60 | | Donato Malerba:
Learning Recursive Theories in the Normal ILP Setting.
Fundam. Inform. 57(1): 39-77 (2003) |
| 59 | | Paula Brito,
Donato Malerba:
Guest-editorial: Mining official data.
Intell. Data Anal. 7(6): 497-500 (2003) |
| 58 | | 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) |
| 57 | | Maria Francesca Costabile,
Donato Malerba:
Editor's foreword.
J. Vis. Lang. Comput. 14(6): 499-501 (2003) |
| 2002 |
|---|
| 56 | | Donato Malerba,
Floriana Esposito,
Michelangelo Ceci:
Mining HTML Pages to Support Document Sharing in a Cooperative System.
EDBT Workshops 2002: 420-434 |
| 55 | | Donato Malerba,
Annalisa Appice,
Michelangelo Ceci,
Marianna Monopoli:
Trading-Off Local versus Global Effects of Regression Nodes in Model Trees.
ISMIS 2002: 393-402 |
| 54 | | Donato Malerba,
Floriana Esposito,
Oronzo Altamura:
Adaptive Layout Analysis of Document Images.
ISMIS 2002: 526-534 |
| 53 | | Francesca A. Lisi,
Donato Malerba:
Efficient Discovery of Multiple-level Patterns.
SEBD 2002: 237-250 |
| 52 | | Donato Malerba,
Annalisa Appice,
Michelangelo Ceci,
Nicola Vacca:
Mining Classification and Association Rules in Geographical Data with SDMOQL.
SEBD 2002: 251-264 |
| 51 | | Donato Malerba,
Francesca Esposito,
Marianna Monopoli:
Estrazione e matching di oggetti simbolici da database relazionali.
SEBD 2002: 265-272 |
| 50 | | Annalisa Appice,
Michelangelo Ceci,
Donato Malerba:
KDB2000: Uno strumento per la scoperta della conoscenza.
SEBD 2002: 417-421 |
| 2001 |
|---|
| 49 | | Donato Malerba,
Annalisa Appice,
Antonia Bellino,
Michelangelo Ceci,
Domenico Pallotta:
Stepwise Induction of Model Trees.
AI*IA 2001: 20-32 |
| 48 | | Floriana Esposito,
Donato Malerba,
Francesca A. Lisi:
Multiple Predicate Learning for Document Image Understanding.
FLAIRS Conference 2001: 372-376 |
| 47 | | Donato Malerba,
Floriana Esposito,
Francesca A. Lisi:
A Logical Framework for Frequent Pattern Discovery in Spatial Data.
FLAIRS Conference 2001: 557-561 |
| 46 | | 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 |
| 45 | | Donato Malerba,
Floriana Esposito,
Francesca A. Lisi,
Oronzo Altamura:
Automated Discovery of Dependencies Between Logical Components in Document Image Understanding.
ICDAR 2001: 174-178 |
| 44 | | Donato Malerba,
Francesca A. Lisi:
Discovering Associations between Spatial Objects: An ILP Application.
ILP 2001: 156-163 |
| 43 | | Donato Malerba,
Floriana Esposito,
Antonietta Lanza,
Francesca A. Lisi:
First-Order Rule Induction for the Recognition of Morphological Patterns in Topographic Maps.
MLDM 2001: 88-101 |
| 42 | | Donato Malerba,
Floriana Esposito,
Francesca A. Lisi:
Mining Association Rules in Spatial Databases: A Logic-based Computational Method.
SEBD 2001: 223-237 |
| 41 | | Francesca Esposito,
Donato Malerba,
Pierpaolo Golia,
Luigi Mastrapasqua,
Nunzio Mastrapasqua:
Web Content Mining with WebClass.
SEBD 2001: 299-313 |
| 40 | | Floriana Esposito,
Donato Malerba:
Machine Learning in Computer Vision (Editorial).
Applied Artificial Intelligence 15(8): 693-705 (2001) |
| 39 | | Oronzo Altamura,
Floriana Esposito,
Donato Malerba:
Transforming paper documents into XML format with WISDOM++.
IJDAR 4(1): 2-17 (2001) |
| 38 | | Floriana Esposito,
Donato Malerba,
Vittorio Marengo:
Inductive learning from numerical and symbolic data: An integrated framework.
Intell. Data Anal. 5(6): 445-461 (2001) |
| 2000 |
|---|
| 37 | | Floriana Esposito,
Donato Malerba,
Francesca A. Lisi:
Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions.
ILP 2000: 93-111 |
| 36 | | Donato Malerba,
Floriana Esposito,
Antonietta Lanza,
Francesca A. Lisi:
Discovering Geographic Knowledge: The INGENS System.
ISMIS 2000: 40-48 |
| 35 | | Floriana Esposito,
Donato Malerba,
Francesca A. Lisi:
Machine Learning for Intelligent Processing of Printed Documents.
J. Intell. Inf. Syst. 14(2-3): 175-198 (2000) |
| 1999 |
|---|
| 34 | | Floriana Esposito,
Donato Malerba,
Luigi Di Pace,
Pietro Leo:
A Machine Learning Approach to Web Mining.
AI*IA 1999: 190-201 |
| 33 | | Oronzo Altamura,
Floriana Esposito,
Donato Malerba:
WISDOM++: An Interactive and Adaptive Document Analysis System.
ICDAR 1999: 366-369 |
| 32 | | Floriana Esposito,
Donato Malerba,
Francesca A. Lisi:
Machine Learning for Intelligent Document Processing: The WISDOM System.
ISMIS 1999: 103-113 |
| 31 | | Oronzo Altamura,
Floriana Esposito,
Francesca A. Lisi,
Donato Malerba:
Symbolic Learning Techniques in Paper Document Processing.
MLDM 1999: 159-173 |
| 1998 |
|---|
| 30 | | Donato Malerba,
Floriana Esposito,
Francesca A. Lisi:
Learning Recursive Theories with ATRE.
ECAI 1998: 435-439 |
| 29 | | Maria Francesca Costabile,
Donato Malerba,
Matthias Hemmje,
Aldo Paradiso:
Metaphors for Supporting User Interaction with Multimedia Databases - a demonstration.
VDB 1998: 154-160 |
| 28 | | Maria Francesca Costabile,
Donato Malerba,
Matthias Hemmje,
Aldo Paradiso:
Building Metaphors for Supporting User Interaction with Multimedia Databases.
VDB 1998: 47-65 |
| 27 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro,
Nicola Fanizzi,
Stefano Ferilli:
Adding Machine Learning and Knowledge Intensive Techniques to a Digital Library Service.
Int. J. on Digital Libraries 2(1): 3-19 (1998) |
| 1997 |
|---|
| 26 | | Donato Malerba,
Floriana Esposito,
Giovanni Semeraro,
Sergio Caggese:
Handling Continuous Data in Top-Down Induction of First-Order Rules.
AI*IA 1997: 24-35 |
| 25 | | Donato Malerba,
Floriana Esposito,
Giovanni Semeraro,
Luca de Filippis:
Processing Paper Documents with WISDOM.
AI*IA 1997: 439-442 |
| 24 | | Giovanni Semeraro,
Floriana Esposito,
Donato Malerba,
Nicola Fanizzi,
Stefano Ferilli,
Pasquale Lops:
IDL: A Prototypical Intelligent Digital Library Service.
AI*IA 1997: 447-450 |
| 23 | | Giovanni Semeraro,
Floriana Esposito,
Donato Malerba,
Nicola Fanizzi,
Stefano Ferilli:
Machine Learning + On-line Libraries = IDL.
ECDL 1997: 195-214 |
| 22 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro,
Cesare Daniele Antifora,
Gioacchino de Gennaro:
Information Capture and Semantic Indexing of Digital Libraries through Machine Learning Techniques.
ICDAR 1997: 722-727 |
| 21 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro,
Stefano Ferilli:
Knowledge Revision for Document Understanding.
ISMIS 1997: 619-628 |
| 20 | | Giovanni Semeraro,
Floriana Esposito,
Donato Malerba,
Nicola Fanizzi,
Stefano Ferilli:
A Logic Framework for the Incremental Inductive Synthesis of Datalog Theories.
LOPSTR 1997: 300-321 |
| 19 | | Floriana Esposito,
Donato Malerba,
Vincenza Ripa,
Giovanni Semeraro:
Discovering Causal Rules in Relational Databases.
Applied Artificial Intelligence 11(1): 71-84 (1997) |
| 18 | | Floriana Esposito,
Antonietta Lanza,
Donato Malerba,
Giovanni Semeraro:
Machine Learning for Map Interpretation: An Intelligent Tool for Environmental Planning.
Applied Artificial Intelligence 11(7-8): 673-696 (1997) |
| 17 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro:
A Comparative Analysis of Methods for Pruning Decision Trees.
IEEE Trans. Pattern Anal. Mach. Intell. 19(5): 476-491 (1997) |
| 1996 |
|---|
| 16 | | Floriana Esposito,
Angela Laterza,
Donato Malerba,
Giovanni Semeraro:
Locally Finite, Proper and Complete Operators for Refining Datalog Programs.
ISMIS 1996: 468-478 |
| 1995 |
|---|
| 15 | | Giovanni Semeraro,
Floriana Esposito,
Nicola Fanizzi,
Donato Malerba:
Revision of Logical Theories.
AI*IA 1995: 365-376 |
| 14 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro:
Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract).
ECML 1995: 287-290 |
| 13 | | Floriana Esposito,
Nicola Fanizzi,
Donato Malerba,
Giovanni Semeraro:
Downward Refinement of Hierarchical Datalog Theories.
GULP-PRODE 1995: 148-159 |
| 12 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro:
A knowledge-based approach to the layout analysis.
ICDAR 1995: 466-471 |
| 11 | | Giovanni Semeraro,
Floriana Esposito,
Donato Malerba:
Ideal Refinement of Datalog Programs.
LOPSTR 1995: 120-136 |
| 1994 |
|---|
| 10 | | Donato Malerba,
Giovanni Semeraro,
Floriana Esposito:
An Analytic and Empirical Comparison of Two Methods for Discovering Probabilistic Causal Relationships.
ECML 1994: 198-216 |
| 9 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro:
Traps and Pitfalls when Learning Logical Definitions from Relations.
ISMIS 1994: 376-385 |
| 8 | | Giovanni Semeraro,
Floriana Esposito,
Donato Malerba,
Clifford Brunk,
Michael J. Pazzani:
Avoiding Non-Termination when Learning Logical Programs: A Case Study with FOIL and FOCL.
LOPSTR 1994: 183-198 |
| 7 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro:
multistrategy learning for document recognition.
Applied Artificial Intelligence 8(1): 33-84 (1994) |
| 1993 |
|---|
| 6 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro:
Negation as a Specializing Operator.
AI*IA 1993: 166-177 |
| 5 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro:
Decision Tree Pruning as a Search in the State Space.
ECML 1993: 165-184 |
| 4 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro:
Machine Learning Techniques for Knowledge Acquisition and Refinement.
SEKE 1993: 319-323 |
| 1992 |
|---|
| 3 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro:
Classification in Noisy Environments Using a Distance Measure Between Structural Symbolic Descriptions.
IEEE Trans. Pattern Anal. Mach. Intell. 14(3): 390-402 (1992) |
| 1991 |
|---|
| 2 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro:
Flexible Matching for Noisy Structural Descriptions.
IJCAI 1991: 658-664 |
| 1990 |
|---|
| 1 | | Floriana Esposito,
Donato Malerba,
Giovanni Semeraro:
A Distance Measure for Decision Making in Uncertain Domains.
IPMU 1990: 538-547 |
