| 2012 | ||
|---|---|---|
| 176 | Anna Ciampi, Annalisa Appice, Pietro Guccione, Donato Malerba: Integrating Trend Clusters for Spatio-temporal Interpolation of Missing Sensor Data. W2GIS 2012: 203-220 | |
| 2011 | ||
| 175 | Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis: Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011. Proceedings, Part I Springer 2011 | |
| 174 | Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis: Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part II Springer 2011 | |
| 173 | Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis: Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part III Springer 2011 | |
| 172 | Wil M. P. van der Aalst, Arya Adriansyah, Ana Karla Alves de Medeiros, Franco Arcieri, Thomas Baier, Tobias Blickle, R. P. Jagadeesh Chandra Bose, Peter van den Brand, Ronald Brandtjen, Joos C. A. M. Buijs, Andrea Burattin, Josep Carmona, Malú Castellanos, Jan Claes, Jonathan Cook, Nicola Costantini, Francisco Curbera, Ernesto Damiani, Massimiliano de Leoni, Pavlos Delias, Boudewijn F. van Dongen, Marlon Dumas, Schahram Dustdar, Dirk Fahland, Diogo R. Ferreira, Walid Gaaloul, Frank van Geffen, Sukriti Goel, Christian W. Günther, Antonella Guzzo, Paul Harmon, Arthur H. M. ter Hofstede, John Hoogland, Jon Espen Ingvaldsen, Koki Kato, Rudolf Kuhn, Akhil Kumar, Marcello La Rosa, Fabrizio Maria Maggi, Donato Malerba, R. S. Mans, Alberto Manuel, Martin McCreesh, Paola Mello, Jan Mendling, Marco Montali, Hamid R. Motahari Nezhad, Michael zur Muehlen, Jorge Muñoz-Gama, Luigi Pontieri, Joel Ribeiro, Anne Rozinat, Hugo Seguel Pérez, Ricardo Seguel Pérez, Marcos Sepúlveda, Jim Sinur, Pnina Soffer, Minseok Song, Alessandro Sperduti, Giovanni Stilo, Casper Stoel, Keith D. Swenson, Maurizio Talamo, Wei Tan, Chris Turner, Jan Vanthienen, George Varvaressos, Eric Verbeek, Marc Verdonk, Roberto Vigo, Jianmin Wang, Barbara Weber, Matthias Weidlich, Ton Weijters, Lijie Wen, Michael Westergaard, Moe Thandar Wynn: Process Mining Manifesto. Business Process Management Workshops (1) 2011: 169-194 | |
| 171 | Anna Ciampi, Annalisa Appice, Donato Malerba, Pietro Guccione: Trend cluster based compression of geographically distributed data streams. CIDM 2011: 168-175 | |
| 170 | Corrado Loglisci, Michelangelo Ceci, Annalisa Appice, Donato Malerba: Discovering process models through relational disjunctive patterns mining. CIDM 2011: 200-207 | |
| 169 | Corrado Loglisci, Michelangelo Ceci, Donato Malerba: A Temporal Data Mining Framework for Analyzing Longitudinal Data. DEXA (2) 2011: 97-106 | |
| 168 | Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Donato Malerba, Saso Dzeroski: Global and Local Spatial Autocorrelation in Predictive Clustering Trees. Discovery Science 2011: 307-322 | |
| 167 | Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han: Extracting General Lists from Web Documents: A Hybrid Approach. IEA/AIE (1) 2011: 285-294 | |
| 166 | Michelangelo Ceci, Corrado Loglisci, Stefano Ferilli, Donato Malerba: Project D.A.M.A.: Document Acquisition, Management and Archiving. IRCDL 2011: 115-118 | |
| 165 | Corrado Loglisci, Annalisa Appice, Michelangelo Ceci, Donato Malerba, Floriana Esposito: MBlab: Molecular Biodiversity Laboratory. IRCDL 2011: 132-135 | |
| 164 | Donato Malerba, Michelangelo Ceci, Annalisa Appice: Relational Mining in Spatial Domains: Accomplishments and Challenges. ISMIS 2011: 16-24 | |
| 163 | Eliana Salvemini, Fabio Fumarola, Donato Malerba, Jiawei Han: FAST Sequence Mining Based on Sparse Id-Lists. ISMIS 2011: 316-325 | |
| 162 | Anna Ciampi, Annalisa Appice, Donato Malerba, Angelo Muolo: Space-Time Roll-up and Drill-down into Geo-Trend Stream Cubes. ISMIS 2011: 365-375 | |
| 161 | Michelangelo Ceci, Alfredo Cuzzocrea, Donato Malerba: OLAP over Continuous Domains via Density-Based Hierarchical Clustering. KES (2) 2011: 559-570 | |
| 160 | Tim Weninger, Fabio Fumarola, Cindy Xide Lin, Rick Barber, Jiawei Han, Donato Malerba: Growing parallel paths for entity-page discovery. WWW (Companion Volume) 2011: 145-146 | |
| 159 | Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han: HyLiEn: a hybrid approach to general list extraction on the web. WWW (Companion Volume) 2011: 35-36 | |
| 158 | Michelangelo Ceci, Corrado Loglisci, Eliana Salvemini, Domenica D'Elia, Donato Malerba: Mining Spatial Association Rules for Composite Motif Discovery. Mathematical Approaches to Polymer Sequence Analysis and Related Problems 2011: 87-109 | |
| 157 | Annalisa Appice, Michelangelo Ceci, Antonio Turi, Donato Malerba: A parallel, distributed algorithm for relational frequent pattern discovery from very large data sets. Intell. Data Anal. 15(1): 69-88 (2011) | |
| 2010 | ||
| 156 | Tim Weninger, Fabio Fumarola, Jiawei Han, Donato Malerba: Mapping web pages to database records via link paths. CIKM 2010: 1637-1640 | |
| 155 | Corrado Loglisci, Michelangelo Ceci, Donato Malerba: A Relational Approach for Discovering Frequent Patterns with Disjunctions. DaWak 2010: 263-274 | |
| 154 | Michelangelo Ceci, Annalisa Appice, Donato Malerba: Time-Slice Density Estimation for Semantic-Based Tourist Destination Suggestion. ECAI 2010: 1107-1108 | |
| 153 | Corrado Loglisci, Michelangelo Ceci, Donato Malerba: Mining Physiological Data for Discovering Temporal Patterns on Disease Stages. ECAI 2010: 1117-1118 | |
| 152 | Anna Ciampi, Annalisa Appice, Donato Malerba: Summarization for Geographically Distributed Data Streams. KES (3) 2010: 339-348 | |
| 151 | Anna Ciampi, Annalisa Appice, Donato Malerba: Online and Offline Trend Cluster Discovery in Spatially Distributed Data Streams. MSM/MUSE 2010: 142-161 | |
| 150 | Annalisa Appice, Michelangelo Ceci, Donato Malerba: Transductive learning for spatial regression with co-training. SAC 2010: 1065-1070 | |
| 149 | Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Donato Malerba: Complex objects ranking: a relational data mining approach. SAC 2010: 1071-1077 | |
| 148 | Anna Ciampi, Annalisa Appice, Donato Malerba, Giuseppe Saponaro, Domenico Triglione: Clustering Spatio-Temporal Data Streams. SEBD 2010: 230-241 | |
| 147 | Corrado Loglisci, Michelangelo Ceci, Donato Malerba: Discovering Temporal Patterns of Complex Events in Biosignal Data. SEBD 2010: 306-317 | |
| 146 | Michelangelo Ceci, Annalisa Appice, Donato Malerba, Nicola Schirone, Nicola Davide Traversa, Valerio Valrosso: Suggesting Tourist Destinations by means of Time-Slice Density Estimation. SEBD 2010: 94-105 | |
| 145 | Michelangelo Ceci, Annalisa Appice, Donato Malerba: Transductive Learning for Spatial Data Classification. Advances in Machine Learning I 2010: 189-207 | |
| 144 | Tim Weninger, Fabio Fumarola, Rick Barber, Jiawei Han, Donato Malerba: Unexpected results in automatic list extraction on the web. SIGKDD Explorations 12(2): 26-30 (2010) | |
| 2009 | ||
| 143 | Anna Ciampi, Fabio Fumarola, Annalisa Appice, Donato Malerba: Approximate Frequent Itemset Discovery from Data Stream. AI*IA 2009: 151-160 | |
| 142 | Corrado Loglisci, Donato Malerba: A Temporal Data Mining Approach for Discovering Knowledge on the Changes of the Patient's Physiology. AIME 2009: 26-35 | |
| 141 | Annalisa Appice, Michelangelo Ceci, Donato Malerba: An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting. Discovery Science 2009: 36-50 | |
| 140 | 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 | |
| 139 | Corrado Loglisci, Michelangelo Ceci, Donato Malerba: A Knowledge-Based Framework for Information Extraction from Clinical Practice Guidelines. ISMIS 2009: 119-128 | |
| 138 | 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 | |
| 137 | Corrado Loglisci, Donato Malerba: Mining Multiple Level Non-redundant Association Rules through Two-Fold Pruning of Redundancies. MLDM 2009: 251-265 | |
| 136 | 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 | |
| 135 | Corrado Loglisci, Eliana Salvemini, Antonio Turi, Giorgio Grillo, Donato Malerba, Domenica D'Elia: Mining Frequent Patterns of Biological Spaced Motifs. SEBD 2009: 117-124 | |
| 134 | Annalisa Appice, Michelangelo Ceci, Vincenzo Rizzi, Marco Romano, Donato Malerba: Spatial Regression in the Transductive Setting. SEBD 2009: 297-304 | |
| 133 | Michelangelo Ceci, Annalisa Appice, Giuseppe De Giosa, Gianluigi Dileo, Alessandro Lallo, Donato Malerba: Mining preference relations to rank complex object. SEBD 2009: 313-324 | |
| 132 | Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Michele Todaro, Donato Malerba: A Relational Approach to Novelty Detection in Data Streams. SEBD 2009: 89-100 | |
| 131 | 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) | |
| 130 | Donato Malerba, Michelangelo Ceci, Annalisa Appice: A relational approach to probabilistic classification in a transductive setting. Eng. Appl. of AI 22(1): 109-116 (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 | |
Colors in the list of coauthors
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