| 2011 |
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| 170 | Process Mining Manifesto. 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. Business Process Management Workshops (1) 2011, 169-194. Web SearchBibTeXDownload |
| 169 | Discovering process models through relational disjunctive patterns mining. Corrado Loglisci, Michelangelo Ceci, Annalisa Appice, Donato Malerba. CIDM 2011, 200-207. Web SearchBibTeXDownload |
| 168 | Trend cluster based compression of geographically distributed data streams. Anna Ciampi, Annalisa Appice, Donato Malerba, Pietro Guccione. CIDM 2011, 168-175. Web SearchBibTeXDownload |
| 167 | A Temporal Data Mining Framework for Analyzing Longitudinal Data. Corrado Loglisci, Michelangelo Ceci, Donato Malerba. DEXA (2) 2011, 97-106. Web SearchBibTeXDownload |
| 166 | Global and Local Spatial Autocorrelation in Predictive Clustering Trees. Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Donato Malerba, Saso Dzeroski. Discovery Science 2011, 307-322. Web SearchBibTeXDownload |
| 165 | Extracting General Lists from Web Documents: A Hybrid Approach. Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han. IEA/AIE (1) 2011, 285-294. Web SearchBibTeXDownload |
| 164 | A parallel, distributed algorithm for relational frequent pattern discovery from very large data sets. Annalisa Appice, Michelangelo Ceci, Antonio Turi, Donato Malerba. Intell. Data Anal. (15): 69-88 (2011). Web SearchBibTeXDownload |
| 163 | MBlab: Molecular Biodiversity Laboratory. Corrado Loglisci, Annalisa Appice, Michelangelo Ceci, Donato Malerba, Floriana Esposito. IRCDL 2011, 132-135. Web SearchBibTeXDownload |
| 162 | Project D.A.M.A.: Document Acquisition, Management and Archiving. Michelangelo Ceci, Corrado Loglisci, Stefano Ferilli, Donato Malerba. IRCDL 2011, 115-118. Web SearchBibTeXDownload |
| 161 | FAST Sequence Mining Based on Sparse Id-Lists. Eliana Salvemini, Fabio Fumarola, Donato Malerba, Jiawei Han. ISMIS 2011, 316-325. Web SearchBibTeXDownload |
| 160 | Relational Mining in Spatial Domains: Accomplishments and Challenges. Donato Malerba, Michelangelo Ceci, Annalisa Appice. ISMIS 2011, 16-24. Web SearchBibTeXDownload |
| 159 | Space-Time Roll-up and Drill-down into Geo-Trend Stream Cubes. Anna Ciampi, Annalisa Appice, Donato Malerba, Angelo Muolo. ISMIS 2011, 365-375. Web SearchBibTeXDownload |
| 158 | OLAP over Continuous Domains via Density-Based Hierarchical Clustering. Michelangelo Ceci, Alfredo Cuzzocrea, Donato Malerba. KES (2) 2011, 559-570. Web SearchBibTeXDownload |
| 157 | Mining Spatial Association Rules for Composite Motif Discovery. Michelangelo Ceci, Corrado Loglisci, Eliana Salvemini, Domenica D'Elia, Donato Malerba. Mathematical Approaches to Polymer Sequence Analysis and Related Problems 2011, 87-109. Web SearchBibTeXDownload |
| 156 | HyLiEn: a hybrid approach to general list extraction on the web. Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han. WWW (Companion Volume) 2011, 35-36. Web SearchBibTeXDownload |
| 155 | Growing parallel paths for entity-page discovery. Tim Weninger, Fabio Fumarola, Cindy Xide Lin, Rick Barber, Jiawei Han, Donato Malerba. WWW (Companion Volume) 2011, 145-146. Web SearchBibTeXDownload |
| 2010 |
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| 154 | Transductive Learning for Spatial Data Classification. Michelangelo Ceci, Annalisa Appice, Donato Malerba. Advances in Machine Learning I 2010, 189-207. Web SearchBibTeXDownload |
| 153 | Mapping web pages to database records via link paths. Tim Weninger, Fabio Fumarola, Jiawei Han, Donato Malerba. CIKM 2010, 1637-1640. Web SearchBibTeXDownload |
| 152 | A Relational Approach for Discovering Frequent Patterns with Disjunctions. Corrado Loglisci, Michelangelo Ceci, Donato Malerba. DaWak 2010, 263-274. Web SearchBibTeXDownload |
| 151 | Time-Slice Density Estimation for Semantic-Based Tourist Destination Suggestion. Michelangelo Ceci, Annalisa Appice, Donato Malerba. ECAI 2010, 1107-1108. Web SearchBibTeXDownload |
| 150 | Mining Physiological Data for Discovering Temporal Patterns on Disease Stages. Corrado Loglisci, Michelangelo Ceci, Donato Malerba. ECAI 2010, 1117-1118. Web SearchBibTeXDownload |
| 149 | Summarization for Geographically Distributed Data Streams. Anna Ciampi, Annalisa Appice, Donato Malerba. KES (3) 2010, 339-348. Web SearchBibTeXDownload |
| 148 | Online and Offline Trend Cluster Discovery in Spatially Distributed Data Streams. Anna Ciampi, Annalisa Appice, Donato Malerba. MSM/MUSE 2010, 142-161. Web SearchBibTeXDownload |
| 147 | Transductive learning for spatial regression with co-training. Annalisa Appice, Michelangelo Ceci, Donato Malerba. SAC 2010, 1065-1070. Web SearchBibTeXDownload |
| 146 | Complex objects ranking: a relational data mining approach. Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Donato Malerba. SAC 2010, 1071-1077. Web SearchBibTeXDownload |
| 145 | Clustering Spatio-Temporal Data Streams. Anna Ciampi, Annalisa Appice, Donato Malerba, Giuseppe Saponaro, Domenico Triglione. SEBD 2010, 230-241. Web SearchBibTeX |
| 144 | Suggesting Tourist Destinations by means of Time-Slice Density Estimation. Michelangelo Ceci, Annalisa Appice, Donato Malerba, Nicola Schirone, Nicola Davide Traversa, Valerio Valrosso. SEBD 2010, 94-105. Web SearchBibTeX |
| 143 | Discovering Temporal Patterns of Complex Events in Biosignal Data. Corrado Loglisci, Michelangelo Ceci, Donato Malerba. SEBD 2010, 306-317. Web SearchBibTeX |
| 142 | Unexpected results in automatic list extraction on the web. Tim Weninger, Fabio Fumarola, Rick Barber, Jiawei Han, Donato Malerba. SIGKDD Explorations (12): 26-30 (2010). Web SearchBibTeXDownload |
| 2009 |
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| 141 | Approximate Frequent Itemset Discovery from Data Stream. Anna Ciampi, Fabio Fumarola, Annalisa Appice, Donato Malerba. AI*IA 2009, 151-160. Web SearchBibTeXDownload |
| 140 | A Temporal Data Mining Approach for Discovering Knowledge on the Changes of the Patient's Physiology. Corrado Loglisci, Donato Malerba. AIME 2009, 26-35. Web SearchBibTeXDownload |
| 139 | Computational annotation of UTR cis-regulatory modules through Frequent Pattern Mining. Antonio Turi, Corrado Loglisci, Eliana Salvemini, Giorgio Grillo, Donato Malerba, Domenica D'Elia. BMC Bioinformatics (10) (2009). Web SearchBibTeXDownload |
| 138 | An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting. Annalisa Appice, Michelangelo Ceci, Donato Malerba. Discovery Science 2009, 36-50. Web SearchBibTeXDownload |
| 137 | A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams. Fabio Fumarola, Anna Ciampi, Annalisa Appice, Donato Malerba. Discovery Science 2009, 385-392. Web SearchBibTeXDownload |
| 136 | A relational approach to probabilistic classification in a transductive setting. Donato Malerba, Michelangelo Ceci, Annalisa Appice. Eng. Appl. of AI (22): 109-116 (2009). Web SearchBibTeXDownload |
| 135 | A Knowledge-Based Framework for Information Extraction from Clinical Practice Guidelines. Corrado Loglisci, Michelangelo Ceci, Donato Malerba. ISMIS 2009, 119-128. Web SearchBibTeXDownload |
| 134 | Novelty Detection from Evolving Complex Data Streams with Time Windows. Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Donato Malerba. ISMIS 2009, 563-572. Web SearchBibTeXDownload |
| 133 | Mining Multiple Level Non-redundant Association Rules through Two-Fold Pruning of Redundancies. Corrado Loglisci, Donato Malerba. MLDM 2009, 251-265. Web SearchBibTeXDownload |
| 132 | Relational Frequent Patterns Mining for Novelty Detection from Data Streams. Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Carmine Valente, Donato Malerba. MLDM 2009, 427-439. Web SearchBibTeXDownload |
| 131 | A Relational Approach to Novelty Detection in Data Streams. Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Michele Todaro, Donato Malerba. SEBD 2009, 89-100. Web SearchBibTeX |
| 130 | Mining preference relations to rank complex object. Michelangelo Ceci, Annalisa Appice, Giuseppe De Giosa, Gianluigi Dileo, Alessandro Lallo, Donato Malerba. SEBD 2009, 313-324. Web SearchBibTeX |
| 129 | Mining Frequent Patterns of Biological Spaced Motifs. Corrado Loglisci, Eliana Salvemini, Antonio Turi, Giorgio Grillo, Donato Malerba, Domenica D'Elia. SEBD 2009, 117-124. Web SearchBibTeX |
| 128 | Spatial Regression in the Transductive Setting. Annalisa Appice, Michelangelo Ceci, Vincenzo Rizzi, Marco Romano, Donato Malerba. SEBD 2009, 297-304. Web SearchBibTeX |
| 2008 |
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| 127 | Emerging Pattern Based Classification in Relational Data Mining. Michelangelo Ceci, Annalisa Appice, Donato Malerba. DEXA 2008, 283-296. Web SearchBibTeXDownload |
| 126 | A Grid-Based Multi-relational Approach to Process Mining. Antonio Turi, Annalisa Appice, Michelangelo Ceci, Donato Malerba. DEXA 2008, 701-709. Web SearchBibTeXDownload |
| 125 | Geographic Knowledge Discovery in INGENS: An Inductive Database Perspective. Annalisa Appice, Anna Ciampi, Antonietta Lanza, Donato Malerba, Antonella Rapolla, Luisa Vetturi. ICDM Workshops 2008, 326-331. Web SearchBibTeXDownload |
| 124 | A KDD Platform Based on the Application Service Provider Paradigm. Fabio Fumarola, Eliana Salvemini, Donato Malerba. ICDM Workshops 2008, 983-986. Web SearchBibTeXDownload |
| 123 | Discovering Triggering Events from Longitudinal Data. Corrado Loglisci, Donato Malerba. ICDM Workshops 2008, 248-256. Web SearchBibTeXDownload |
| 122 | A relational perspective on spatial data mining. Donato Malerba. IJDMMM (1): 103-118 (2008). Web SearchBibTeXDownload |
| 121 | Top-Down Induction of Relational Model Trees in Multi-instance Learning. Annalisa Appice, Michelangelo Ceci, Donato Malerba. ILP 2008, 24-41. Web SearchBibTeXDownload |
| 120 | Discovering Explanations from Longitudinal Data. Corrado Loglisci, Donato Malerba. ISMIS 2008, 196-202. Web SearchBibTeXDownload |
| 119 | Stepwise Induction of Logistic Model Trees. Annalisa Appice, Michelangelo Ceci, Donato Malerba, Savino Saponara. ISMIS 2008, 68-77. Web SearchBibTeXDownload |
| 118 | Discovering Emerging Patterns for Anomaly Detection in Network Connection Data. Michelangelo Ceci, Annalisa Appice, Costantina Caruso, Donato Malerba. ISMIS 2008, 179-188. Web SearchBibTeXDownload |
| 117 | Machine Learning for Reading Order Detection in Document Image Understanding. Donato Malerba, Michelangelo Ceci, Margherita Berardi. Machine Learning in Document Analysis and Recognition 2008, 45-69. Web SearchBibTeXDownload |
| 116 | KD-ASP - A distributed collaborative data mining platform. Fabio Fumarola, Eliana Salvemini, Donato Malerba. SEBD 2008, 109-120. Web SearchBibTeX |
| 115 | Relational Classification based on Emerging Patterns. Michelangelo Ceci, Annalisa Appice, Lucrezia Macchia, Donato Malerba. SEBD 2008, 45-56. Web SearchBibTeX |
| 114 | Distributed Discovery of Multi-Level Approximate Process Patterns. Antonio Turi, Annalisa Appice, Michelangelo Ceci, Donato Malerba. SEBD 2008, 57-68. Web SearchBibTeX |
| 2007 |
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| 113 | Discovering Relational Emerging Patterns. Annalisa Appice, Michelangelo Ceci, Carlo Malgieri, Donato Malerba. AI*IA 2007, 206-217. Web SearchBibTeXDownload |
| 112 | Relational Data Mining and ILP for Document Image Understanding. Michelangelo Ceci, Margherita Berardi, Donato Malerba. Applied Artificial Intelligence (21): 317-342 (2007). Web SearchBibTeXDownload |
| 111 | Introduction to the special issue. Michael Grottke, Doo-Hwan Bae, Mateja Verlic. Appl. Intell. (26): 81-82 (2007). Web SearchBibTeXDownload |
| 110 | A Data Mining Approach to Reading Order Detection. Michelangelo Ceci, Margherita Berardi, G. Porcelli, Donato Malerba. ICDAR 2007, 924-928. Web SearchBibTeXDownload |
| 109 | An Integrated Platform for Spatial Data Mining within a GIS Environment. Annalisa Appice, Antonietta Lanza, Donato Malerba. ICDE Workshops 2007, 507-516. Web SearchBibTeXDownload |
| 108 | Using colour information to understand censorship cards of film archives. Oronzo Altamura, Margherita Berardi, Michelangelo Ceci, Donato Malerba, Antonio Varlaro. IJDAR (9): 281-297 (2007). Web SearchBibTeXDownload |
| 107 | Classifying web documents in a hierarchy of categories: a comprehensive study. Michelangelo Ceci, Donato Malerba. J. Intell. Inf. Syst. (28): 37-78 (2007). Web SearchBibTeXDownload |
| 106 | A Data Mining Methodology for Anomaly Detection in Network Data. Costantina Caruso, Donato Malerba. KES (2) 2007, 109-116. Web SearchBibTeXDownload |
| 105 | Learning to Order: A Relational Approach. Donato Malerba, Michelangelo Ceci. MCD 2007, 209-223. Web SearchBibTeXDownload |
| 104 | Transductive Learning from Relational Data. Michelangelo Ceci, Annalisa Appice, Nicola Barile, Donato Malerba. MLDM 2007, 324-338. Web SearchBibTeXDownload |
| 103 | Discovering Emerging Patterns in Spatial Databases: A Multi-relational Approach. Michelangelo Ceci, Annalisa Appice, Donato Malerba. PKDD 2007, 390-397. Web SearchBibTeXDownload |
| 2006 |
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| 102 | Mining Information Extraction Models for HmtDB annotation. Margherita Berardi, Donato Malerba, Marcella Attimonelli. ICDM Workshops 2006, 207-212. Web SearchBibTeXDownload |
| 101 | Learning Recursive Patterns for Biomedical Information Extraction. Margherita Berardi, Donato Malerba. ILP 2006, 79-93. Web SearchBibTeXDownload |
| 100 | Classification of symbolic objects: A lazy learning approach. Annalisa Appice, Claudia d'Amato, Floriana Esposito, Donato Malerba. Intell. Data Anal. (10): 301-324 (2006). Web SearchBibTeXDownload |
| 99 | Mining spatio-temporal data. Gennady L. Andrienko, Donato Malerba, Michael May, Maguelonne Teisseire. J. Intell. Inf. Syst. (27): 187-190 (2006). Web SearchBibTeXDownload |
| 98 | Classifying Aggregated Data: a Symbolic Data Analysis Approach. Annalisa Appice, Floriana Esposito, Donato Malerba. SEBD 2006, 105-116. Web SearchBibTeX |
| 97 | Relational Data Mining Techniques for Historical Document Processing. Michelangelo Ceci, Donato Malerba. SEBD 2006, 309-320. Web SearchBibTeX |
| 2005 |
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| 96 | Mining Relational Association Rules for Propositional Classification. Annalisa Appice, Michelangelo Ceci, Donato Malerba. AI*IA 2005, 522-534. Web SearchBibTeXDownload |
| 95 | Relational Learning: Statistical Approach Versus Logical Approach in Document Image Understanding. Michelangelo Ceci, Margherita Berardi, Donato Malerba. AI*IA 2005, 418-429. Web SearchBibTeXDownload |
| 94 | A color-based layout analysis to process censorship cards of film archives. Margherita Berardi, Oronzo Altamura, Michelangelo Ceci, Donato Malerba. ICDAR 2005, 1110-1114. Web SearchBibTeXDownload |
| 93 | Relational Learning techniques for Document Image Understanding: Comparing Statistical and Logical approaches. Michelangelo Ceci, Margherita Berardi, Donato Malerba. ICDAR 2005, 473-477. Web SearchBibTeXDownload |
| 92 | Spatial Clustering of Structured Objects. Donato Malerba, Annalisa Appice, Antonio Varlaro, Antonietta Lanza. ILP 2005, 227-245. Web SearchBibTeXDownload |
| 91 | Learning the Daily Model of Network Traffic. Costantina Caruso, Donato Malerba, Davide Papagni. ISMIS 2005, 131-141. Web SearchBibTeXDownload |
| 90 | Mining and Filtering Multi-level Spatial Association Rules with ARES. Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Donato Malerba. ISMIS 2005, 342-353. Web SearchBibTeXDownload |
| 89 | Mining Model Trees from Spatial Data. Donato Malerba, Michelangelo Ceci, Annalisa Appice. PKDD 2005, 169-180. Web SearchBibTeXDownload |
| 88 | Propositionalization Through Relational Association Rules Mining. Michelangelo Ceci, Annalisa Appice, Donato Malerba. SEBD 2005, 125-136. Web SearchBibTeX |
| 87 | Relational Clustering with Discrete Spatial Structure. Antonio Varlaro, Annalisa Appice, Antonietta Lanza, Donato Malerba, Giuseppe Guarnieri. SEBD 2005, 149-160. Web SearchBibTeX |
| 2004 |
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| 86 | A Data Mining Query Language for Knowledge Discovery in a Geographical Information System. Donato Malerba, Annalisa Appice, Michelangelo Ceci. Database Support for Data Mining Applications 2004, 95-116. Web SearchBibTeXDownload |
| 85 | A Data Mining Approach to PubMed Query Refinement. Margherita Berardi, Michele Lapi, Pietro Leo, Donato Malerba, Caterina Marinelli, Gaetano Scioscia. DEXA Workshops 2004, 401-405. Web SearchBibTeXDownload |
| 84 | Machine Learning Methods for Automatically Processing Historical Documents: From Paper Acquisition to XML Transformation. Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli, Oronzo Altamura, Teresa Maria Altomare Basile, Margherita Berardi, Michelangelo Ceci, Nicola Di Mauro. DIAL 2004, 328-335. Web SearchBibTeXDownload |
| 83 | An Integrated Approach for Automatic Semantic Structure Extraction in Document Images. Margherita Berardi, Michele Lapi, Donato Malerba. Document Analysis Systems 2004, 179-190. Web SearchBibTeXDownload |
| 82 | Top-Down Induction of Model Trees with Regression and Splitting Nodes. Donato Malerba, Floriana Esposito, Michelangelo Ceci, Annalisa Appice. IEEE Trans. Pattern Anal. Mach. Intell. (26): 612-625 (2004). Web SearchBibTeXDownload |
| 81 | On the Effect of Caching in Recursive Theory Learning. Margherita Berardi, Antonio Varlaro, Donato Malerba. ILP 2004, 44-62. Web SearchBibTeXDownload |
| 80 | Inducing Multi-Level Association Rules from Multiple Relations. Francesca A. Lisi, Donato Malerba. Machine Learning (55): 175-210 (2004). Web SearchBibTeXDownload |
| 79 | Spatial Associative Classification at Different Levels of Granularity: A Probabilistic Approach. Michelangelo Ceci, Annalisa Appice, Donato Malerba. PKDD 2004, 99-111. Web SearchBibTeXDownload |
| 78 | Mining interesting spatial association rules: two case studies. Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Michele Lapi, Donato Malerba, Antonio Turi. SEBD 2004, 86-97. Web SearchBibTeX |
| 2003 |
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| 77 | Bridging the Gap between Horn Clausal Logic and Description Logics in Inductive Learning. Francesca A. Lisi, Donato Malerba. AI*IA 2003, 53-64. Web SearchBibTeXDownload |
| 76 | Multi-relational Structural Bayesian Classifier. Michelangelo Ceci, Annalisa Appice, Donato Malerba, Vincenzo Colonna. AI*IA 2003, 250-261. Web SearchBibTeXDownload |
| 75 | Empowering a GIS with inductive learning capabilities: the case of INGENS. Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi, Annalisa Appice. Computers, Environment and Urban Systems (27): 265-281 (2003). Web SearchBibTeXDownload |
| 74 | XML and Knowledge Technologies for Semantic-Based Indexing of Paper Documents. Donato Malerba, Michelangelo Ceci, Margherita Berardi. DEXA 2003, 256-265. Web SearchBibTeXDownload |
| 73 | Hierarchical Classification of HTML Documents with WebClassII. Michelangelo Ceci, Donato Malerba. ECIR 2003, 57-72. Web SearchBibTeXDownload |
| 72 | Learning Recursive Theories in the Normal ILP Setting. Donato Malerba. Fundam. Inform. (57): 39-77 (2003). Web SearchBibTeXDownload |
| 71 | Correcting the Document Layout: A Machine Learning Approach. Donato Malerba, Floriana Esposito, Oronzo Altamura, Michelangelo Ceci, Margherita Berardi. ICDAR 2003, 97. Web SearchBibTeXDownload |
| 70 | Learning Logic Programs for Layout Analysis Correction. Margherita Berardi, Michelangelo Ceci, Floriana Esposito, Donato Malerba. ICML 2003, 27-34. Web SearchBibTeX |
| 69 | Automated Classification of Web Documents into a Hierarchy of Categories. Michelangelo Ceci, Floriana Esposito, Michele Lapi, Donato Malerba. IIS 2003, 59-68. Web SearchBibTeX |
| 68 | Ideal Refinement of Descriptions in AL-Log. Francesca A. Lisi, Donato Malerba. ILP 2003, 215-232. Web SearchBibTeXDownload |
| 67 | Mining Model Trees: A Multi-relational Approach. Annalisa Appice, Michelangelo Ceci, Donato Malerba. ILP 2003, 4-21. Web SearchBibTeXDownload |
| 66 | Discovery of spatial association rules in geo-referenced census data: A relational mining approach. Annalisa Appice, Michelangelo Ceci, Antonietta Lanza, Francesca A. Lisi, Donato Malerba. Intell. Data Anal. (7): 541-566 (2003). Web SearchBibTeXDownload |
| 65 | Guest-editorial: Mining official data. Paula Brito, Donato Malerba. Intell. Data Anal. (7): 497-500 (2003). Web SearchBibTeXDownload |
| 64 | Comparing Simplification Methods for Model Trees with Regression and Splitting Nodes. Michelangelo Ceci, Annalisa Appice, Donato Malerba. ISMIS 2003, 49-56. Web SearchBibTeXDownload |
| 63 | Editor's foreword. Harold N. Gabow, Rudolf Kruse. J. Vis. Lang. Comput. (14): 499-501 (2003). Web SearchBibTeXDownload |
| 62 | MR-SMOTI: A Data Mining System for Regression Tasks Tightly-Coupled with a Relational Database. Annalisa Appice, Michelangelo Ceci, Donato Malerba. KDID 2003, 17-27. Web SearchBibTeX |
| 61 | Simplification Methods for Model Trees with Regression and Splitting Nodes. Michelangelo Ceci, Annalisa Appice, Donato Malerba. MLDM 2003, 20-34. Web SearchBibTeXDownload |
| 60 | Mr-SBC: A Multi-relational Naïve Bayes Classifier. Michelangelo Ceci, Annalisa Appice, Donato Malerba. PKDD 2003, 95-106. Web SearchBibTeXDownload |
| 59 | Towards Object-Relational Data Mining. Francesca A. Lisi, Donato Malerba. SEBD 2003, 269-280. Web SearchBibTeX |
| 58 | Mining Model Trees with Regression and Splitting Nodes. Annalisa Appice, Michelangelo Ceci, Floriana Esposito, Donato Malerba. SEBD 2003, 495-506. Web SearchBibTeX |
| 57 | Stepwise Model Tree Induction in a Multi-Relational Framework. Annalisa Appice, Michelangelo Ceci, Donato Malerba, D. Sacchi. SEBD 2003, 281-292. Web SearchBibTeX |
| 2002 |
|---|
| 56 | Mining HTML Pages to Support Document Sharing in a Cooperative System. Donato Malerba, Floriana Esposito, Michelangelo Ceci. EDBT Workshops 2002, 420-434. Web SearchBibTeXDownload |
| 55 | Adaptive Layout Analysis of Document Images. Donato Malerba, Floriana Esposito, Oronzo Altamura. ISMIS 2002, 526-534. Web SearchBibTeXDownload |
| 54 | Trading-Off Local versus Global Effects of Regression Nodes in Model Trees. Donato Malerba, Annalisa Appice, Michelangelo Ceci, Marianna Monopoli. ISMIS 2002, 393-402. Web SearchBibTeXDownload |
| 53 | Efficient Discovery of Multiple-level Patterns. Francesca A. Lisi, Donato Malerba. SEBD 2002, 237-250. Web SearchBibTeX |
| 52 | KDB2000: Uno strumento per la scoperta della conoscenza. Annalisa Appice, Michelangelo Ceci, Donato Malerba. SEBD 2002, 417-421. Web SearchBibTeX |
| 51 | Mining Classification and Association Rules in Geographical Data with SDMOQL. Donato Malerba, Annalisa Appice, Michelangelo Ceci, Nicola Vacca. SEBD 2002, 251-264. Web SearchBibTeX |
| 50 | Estrazione e matching di oggetti simbolici da database relazionali. Donato Malerba, Francesca Esposito, Marianna Monopoli. SEBD 2002, 265-272. Web SearchBibTeX |
| 2001 |
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| 49 | Stepwise Induction of Model Trees. Donato Malerba, Annalisa Appice, Antonia Bellino, Michelangelo Ceci, Domenico Pallotta. AI*IA 2001, 20-32. Web SearchBibTeXDownload |
| 48 | Machine Learning in Computer Vision (Editorial). Floriana Esposito, Donato Malerba. Applied Artificial Intelligence (15): 693-705 (2001). Web SearchBibTeXDownload |
| 47 | A Logical Framework for Frequent Pattern Discovery in Spatial Data. Donato Malerba, Floriana Esposito, Francesca A. Lisi. FLAIRS Conference 2001, 557-561. Web SearchBibTeX |
| 46 | Multiple Predicate Learning for Document Image Understanding. Floriana Esposito, Donato Malerba, Francesca A. Lisi. FLAIRS Conference 2001, 372-376. Web SearchBibTeX |
| 45 | Generating Logic Descriptions for the Automated Interpretation of Topographic Maps. Antonietta Lanza, Donato Malerba, Francesca A. Lisi, Annalisa Appice, Michelangelo Ceci. GREC 2001, 200-210. Web SearchBibTeXDownload |
| 44 | Automated Discovery of Dependencies Between Logical Components in Document Image Understanding. Donato Malerba, Floriana Esposito, Francesca A. Lisi, Oronzo Altamura. ICDAR 2001, 174-178. Web SearchBibTeXDownload |
| 43 | Transforming paper documents into XML format with WISDOM++. Oronzo Altamura, Floriana Esposito, Donato Malerba. IJDAR (4): 2-17 (2001). Web SearchBibTeXDownload |
| 42 | Discovering Associations between Spatial Objects: An ILP Application. Donato Malerba, Francesca A. Lisi. ILP 2001, 156-163. Web SearchBibTeXDownload |
| 41 | Inductive learning from numerical and symbolic data: An integrated framework. Floriana Esposito, Donato Malerba, Vittorio Marengo. Intell. Data Anal. (5): 445-461 (2001). Web SearchBibTeXDownload |
| 40 | First-Order Rule Induction for the Recognition of Morphological Patterns in Topographic Maps. Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi. MLDM 2001, 88-101. Web SearchBibTeXDownload |
| 39 | Mining Association Rules in Spatial Databases: A Logic-based Computational Method. Donato Malerba, Floriana Esposito, Francesca A. Lisi. SEBD 2001, 223-237. Web SearchBibTeX |
| 38 | Web Content Mining with WebClass. Francesca Esposito, Donato Malerba, Pierpaolo Golia, Luigi Mastrapasqua, Nunzio Mastrapasqua. SEBD 2001, 299-313. Web SearchBibTeX |
| 2000 |
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| 37 | Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions. Floriana Esposito, Donato Malerba, Francesca A. Lisi. ILP 2000, 93-111. Web SearchBibTeXDownload |
| 36 | Discovering Geographic Knowledge: The INGENS System. Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi. ISMIS 2000, 40-48. Web SearchBibTeXDownload |
| 35 | Machine Learning for Intelligent Processing of Printed Documents. Floriana Esposito, Donato Malerba, Francesca A. Lisi. J. Intell. Inf. Syst. (14): 175-198 (2000). Web SearchBibTeXDownload |
| 1999 |
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| 34 | A Machine Learning Approach to Web Mining. Floriana Esposito, Donato Malerba, Luigi Di Pace, Pietro Leo. AI*IA 1999, 190-201. Web SearchBibTeXDownload |
| 33 | WISDOM++: An Interactive and Adaptive Document Analysis System. Oronzo Altamura, Floriana Esposito, Donato Malerba. ICDAR 1999, 366-369. Web SearchBibTeXDownload |
| 32 | Machine Learning for Intelligent Document Processing: The WISDOM System. Floriana Esposito, Donato Malerba, Francesca A. Lisi. ISMIS 1999, 103-113. Web SearchBibTeXDownload |
| 31 | Symbolic Learning Techniques in Paper Document Processing. Oronzo Altamura, Floriana Esposito, Francesca A. Lisi, Donato Malerba. MLDM 1999, 159-173. Web SearchBibTeXDownload |
| 1998 |
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| 30 | Learning Recursive Theories with ATRE. Donato Malerba, Floriana Esposito, Francesca A. Lisi. ECAI 1998, 435-439. Web SearchBibTeX |
| 29 | Adding Machine Learning and Knowledge Intensive Techniques to a Digital Library Service. Floriana Esposito, Donato Malerba, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli. Int. J. on Digital Libraries (2): 3-19 (1998). Web SearchBibTeXDownload |
| 28 | Building Metaphors for Supporting User Interaction with Multimedia Databases. Maria Francesca Costabile, Donato Malerba, Matthias Hemmje, Aldo Paradiso. VDB 1998, 47-65. Web SearchBibTeX |
| 27 | Metaphors for Supporting User Interaction with Multimedia Databases - a demonstration. Maria Francesca Costabile, Donato Malerba, Matthias Hemmje, Aldo Paradiso. VDB 1998, 154-160. Web SearchBibTeX |
| 1997 |
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| 26 | Processing Paper Documents with WISDOM. Donato Malerba, Floriana Esposito, Giovanni Semeraro, Luca de Filippis. AI*IA 1997, 439-442. Web SearchBibTeXDownload |
| 25 | IDL: A Prototypical Intelligent Digital Library Service. Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli, Pasquale Lops. AI*IA 1997, 447-450. Web SearchBibTeXDownload |
| 24 | Handling Continuous Data in Top-Down Induction of First-Order Rules. Donato Malerba, Floriana Esposito, Giovanni Semeraro, Sergio Caggese. AI*IA 1997, 24-35. Web SearchBibTeXDownload |
| 23 | Discovering Causal Rules in Relational Databases. Floriana Esposito, Donato Malerba, Vincenza Ripa, Giovanni Semeraro. Applied Artificial Intelligence (11): 71-84 (1997). Web SearchBibTeXDownload |
| 22 | Machine Learning for Map Interpretation: An Intelligent Tool for Environmental Planning. Floriana Esposito, Antonietta Lanza, Donato Malerba, Giovanni Semeraro. Applied Artificial Intelligence (11): 673-696 (1997). Web SearchBibTeXDownload |
| 21 | Machine Learning + On-line Libraries = IDL. Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli. ECDL 1997, 195-214. Web SearchBibTeXDownload |
| 20 | Information Capture and Semantic Indexing of Digital Libraries through Machine Learning Techniques. Floriana Esposito, Donato Malerba, Giovanni Semeraro, Cesare Daniele Antifora, Gioacchino de Gennaro. ICDAR 1997, 722-727. Web SearchBibTeXDownload |
| 19 | A Comparative Analysis of Methods for Pruning Decision Trees. Floriana Esposito, Donato Malerba, Giovanni Semeraro. IEEE Trans. Pattern Anal. Mach. Intell. (19): 476-491 (1997). Web SearchBibTeXDownload |
| 18 | Knowledge Revision for Document Understanding. Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli. ISMIS 1997, 619-628. Web SearchBibTeXDownload |
| 17 | A Logic Framework for the Incremental Inductive Synthesis of Datalog Theories. Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli. LOPSTR 1997, 300-321. Web SearchBibTeXDownload |
| 1996 |
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| 16 | Locally Finite, Proper and Complete Operators for Refining Datalog Programs. Floriana Esposito, Angela Laterza, Donato Malerba, Giovanni Semeraro. ISMIS 1996, 468-478. Web SearchBibTeXDownload |
| 1995 |
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| 15 | Revision of Logical Theories. Giovanni Semeraro, Floriana Esposito, Nicola Fanizzi, Donato Malerba. AI*IA 1995, 365-376. Web SearchBibTeXDownload |
| 14 | Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract). Floriana Esposito, Donato Malerba, Giovanni Semeraro. ECML 1995, 287-290. Web SearchBibTeXDownload |
| 13 | Downward Refinement of Hierarchical Datalog Theories. Floriana Esposito, Nicola Fanizzi, Donato Malerba, Giovanni Semeraro. GULP-PRODE 1995, 148-159. Web SearchBibTeX |
| 12 | A knowledge-based approach to the layout analysis. Floriana Esposito, Donato Malerba, Giovanni Semeraro. ICDAR 1995, 466-471. Web SearchBibTeXDownload |
| 11 | Ideal Refinement of Datalog Programs. Giovanni Semeraro, Floriana Esposito, Donato Malerba. LOPSTR 1995, 120-136. Web SearchBibTeXDownload |
| 1994 |
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| 10 | multistrategy learning for document recognition. Floriana Esposito, Donato Malerba, Giovanni Semeraro. Applied Artificial Intelligence (8): 33-84 (1994). Web SearchBibTeXDownload |
| 9 | An Analytic and Empirical Comparison of Two Methods for Discovering Probabilistic Causal Relationships. Donato Malerba, Giovanni Semeraro, Floriana Esposito. ECML 1994, 198-216. Web SearchBibTeXDownload |
| 8 | Traps and Pitfalls when Learning Logical Definitions from Relations. Floriana Esposito, Donato Malerba, Giovanni Semeraro. ISMIS 1994, 376-385. Web SearchBibTeXDownload |
| 7 | Avoiding Non-Termination when Learning Logical Programs: A Case Study with FOIL and FOCL. Giovanni Semeraro, Floriana Esposito, Donato Malerba, Clifford Brunk, Michael J. Pazzani. LOPSTR 1994, 183-198. Web SearchBibTeXDownload |
| 1993 |
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| 6 | Negation as a Specializing Operator. Floriana Esposito, Donato Malerba, Giovanni Semeraro. AI*IA 1993, 166-177. Web SearchBibTeXDownload |
| 5 | Decision Tree Pruning as a Search in the State Space. Floriana Esposito, Donato Malerba, Giovanni Semeraro. ECML 1993, 165-184. Web SearchBibTeXDownload |
| 4 | Machine Learning Techniques for Knowledge Acquisition and Refinement. Floriana Esposito, Donato Malerba, Giovanni Semeraro. SEKE 1993, 319-323. Web SearchBibTeX |
| 1992 |
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| 3 | Classification in Noisy Environments Using a Distance Measure Between Structural Symbolic Descriptions. Floriana Esposito, Donato Malerba, Giovanni Semeraro. IEEE Trans. Pattern Anal. Mach. Intell. (14): 390-402 (1992). Web SearchBibTeXDownload |
| 1991 |
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| 2 | Flexible Matching for Noisy Structural Descriptions. Floriana Esposito, Donato Malerba, Giovanni Semeraro. IJCAI 1991, 658-664. Web SearchBibTeX |
| 1990 |
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| 1 | A Distance Measure for Decision Making in Uncertain Domains. Floriana Esposito, Donato Malerba, Giovanni Semeraro. IPMU 1990, 538-547. Web SearchBibTeXDownload |
