Attilio Giordana

Andrea Moio, Attilio Giordana, Dino Mendola: An Anti-tampering Algorithm Based on an Artificial Intelligence Approach. ISMIS 2012: 1-10

Attilio Giordana: Smart-homes: A New Challenge for Artificial Intelligence. IICAI 2011: 4

Marco Botta, Ugo Galassi, Attilio Giordana: Generative Model versus Discriminative Model approach for Symbolic Sequence Classification. IICAI 2009: 513-532

Guénaël Cabanes, Dominique Fresneau, Ugo Galassi, Attilio Giordana: A HMM-Based Approach to Modeling Ant Behavior. IICAI 2009: 2127-2139

Guénaël Cabanes, Dominique Fresneau, Ugo Galassi, Attilio Giordana: Modeling Ant Activity by Means of Structured HMMs. ISMIS 2009: 341-350

Ugo Galassi, Attilio Giordana, Lorenza Saitta: Structured Hidden Markov Models: A General Tool for Modeling Agent Behaviors. Soft Computing Applications in Business 2008: 273-292

Ugo Galassi, Marco Botta, Attilio Giordana: Hierarchical Hidden Markov Models for User/Process Profile Learning. Fundam. Inform. 78(4): 487-505 (2007)

Ugo Galassi, Attilio Giordana, Lorenza Saitta: Structured Hidden Markov Model: A General Framework for Modeling Complex Sequences. AI*IA 2007: 290-301

Ugo Galassi, Attilio Giordana, Charbel Julien, Lorenza Saitta: Modeling Temporal Behavior via Structured Hidden Markov Models: an Application to Keystroking Dynamics. IICAI 2007: 2140-2154

Ugo Galassi, Attilio Giordana, Lorenza Saitta: Incremental Construction of Structured Hidden Markov Models. IJCAI 2007: 798-803

Floriana Esposito, Attilio Giordana, Lorenza Saitta: Machine Learning and Data Mining. Intelligenza Artificiale 3(1-2): 63-71 (2006)

Attilio Giordana, Ugo Galassi, Lorenza Saitta: Experimental Evaluation of Hierarchical Hidden Markov Models. AI*IA 2005: 249-257

Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta: Learning Complex Event Descriptions by Abstraction. IJCAI 2005: 1600-1601

Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta: Learning Profiles Based on Hierarchical Hidden Markov Model. ISMIS 2005: 47-55

Ugo Galassi, Attilio Giordana, Dino Mendola: Learning User Profile from Traces. SAINT Workshops 2005: 166-169

Ugo Galassi, Attilio Giordana: Learning Regular Expressions from Noisy Sequences. SARA 2005: 92-106

Marco Botta, Ugo Galassi, Attilio Giordana: Learning Complex and Sparse Events in Long Sequences. ECAI 2004: 425-429

Marco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag: Relational Learning as Search in a Critical Region. Journal of Machine Learning Research 4: 431-463 (2003)

Attilio Giordana, Lorenza Saitta: Transition de phase et apprentissage relationnel : une analyse critique. EGC 2003: 25-30

Attilio Giordana, Paolo Terenziani, Marco Botta: Recognizing and Discovering Complex Events in Sequences. ISMIS 2002: 374-382

Alessandro Serra, Attilio Giordana: A Monte Carlo Approach to Hard Relational Learning Problems. AI*IA 2001: 1-10

Alessandro Serra, Attilio Giordana, Lorenza Saitta: Learning on the Phase Transition Edge. IJCAI 2001: 921-926

Attilio Giordana, Lorenza Saitta: Phase Transitions in Relational Learning. Machine Learning 41(2): 217-251 (2000)

Attilio Giordana, Lorenza Saitta, Michèle Sebag, Marco Botta: Analyzing Relational Learning in the Phase Transition Framework. ICML 2000: 311-318

Attilio Giordana, Lorenza Saitta, Michèle Sebag, Marco Botta: Can Relational Learning Scale Up? ISMIS 2000: 31-39

Marco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag: Relational Learning: Hard Problems and Phase Transitions. AI*IA 1999: 178-189

Attilio Giordana, Roberto Piola: On Some Misbehaviour of Back-Propagation with Non-Normalized RBFNs and a Solution. ICML 1999: 162-170

Attilio Giordana, Marco Botta, Lorenza Saitta: An Experimental Study of Phase Transitions in Matching. IJCAI 1999: 1198-1203

Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello: High-Performance Knowledge Extraction from Data on PC-Based Networks of Workstations. IPPS/SPDP Workshops 1999: 1130-1144

Attilio Giordana, Lorenza Saitta: On-Line Estimation of Matching Complexity in First Order Logic. ISMIS 1999: 76-84

Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello: High-Performance Data Mining on Networks of Workstations. ISMIS 1999: 520-528

Attilio Giordana, Giuseppe Lo Bello: Learning Classification Programs: The Genetic Algorithm Approach. Fundam. Inform. 35(1-4): 163-177 (1998)

Marco Botta, Attilio Giordana, Roberto Piola: An Integrated Framework of Learning Numerical Terms in FOL. ECAI 1998: 415-419

Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta: Coevolutionary, Distributed Search for Inducing Concept Description. ECML 1998: 322-333

Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta: An Experimental Evaluation of Coevolutive Concept Learning. ICML 1998: 19-27

Attilio Giordana, Filippo Neri, Lorenza Saitta, Marco Botta: Integrating Multiple Learning Strategies in First Order Logics. Machine Learning 27(3): 209-240 (1997)

Marco Botta, Attilio Giordana, Roberto Piola: Refining Numerical Terms in Horn Clauses. AI*IA 1997: 13-23

Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta: A Network Genetic Algorithm for Concept Learning. ICGA 1997: 434-441

Marco Botta, Attilio Giordana, Roberto Piola: FONN: Combining First Order Logic with Connectionist Learning. ICML 1997: 46-56

Marco Botta, Attilio Giordana, Roberto Piola: Refining First Order Theories with Neural Networks. ISMIS 1997: 84-93

Attilio Giordana, Lorenza Saitta, Giuseppe Lo Bello: A Coevolutionary Approach to Concept Learning. ISMIS 1997: 257-266

Attilio Giordana, Filippo Neri: Genetic Algorithms in Machine Learning. AI Commun. 9(1): 21-26 (1996)

Cristina Baroglio, Attilio Giordana, Roberto Piola, Michael Kaiser, Marnix Nuttin: Learning Controllers for Industrial Robots. Machine Learning 23(2-3): 221-249 (1996)

Attilio Giordana, Filippo Neri, Lorenza Saitta: A Fine-Grained Parallel Evolutionary Program for Concept Induction. ISMIS 1996: 168-177

Attilio Giordana, Filippo Neri: Search-Intensive Concept Induction. Evolutionary Computation 3(4): 375-419 (1995)

Enrico Blanzieri, Attilio Giordana: Mapping Symbolic Knowledge into Locally Receptive Field Networks. AI*IA 1995: 267-278

Filippo Neri, Attilio Giordana: A Parallel Genetic Algorithm for Concept Learning. ICGA 1995: 436-443

Attilio Giordana, Lorenza Saitta, Floriano Zini: Learning Disjunctive Concept Definitions Using a Genetic Algorithm. ECAI 1994: 483-486

Attilio Giordana, Lorenza Saitta, Floriano Zini: Learning Disjunctive Concepts with Distributed Genetic Algorithms. International Conference on Evolutionary Computation 1994: 115-119

Attilio Giordana, Lorenza Saitta, Floriano Zini: Learning Disjunctive Concepts by Means of Genetic Algorithms. ICML 1994: 96-104

Attilio Giordana, Filippo Neri, Lorenza Saitta: Formal Models of Selection in Genetic Algorithms. ISMIS 1994: 124-133

Cristina Baroglio, Marco Botta, Attilio Giordana: Learning Relations: An Evaluation of Search Strategies. Fundam. Inform. 18: 221-232 (1993)

Attilio Giordana, Lorenza Saitta, Francesco Bergadano, Filippo Brancadori, Davide De Marchi: ENIGMA: A System That Learns Diagnostic Knowledge. IEEE Trans. Knowl. Data Eng. 5(1): 15-28 (1993)

Attilio Giordana, Lorenza Saitta, M. E. Campidoglio, Giuseppe Lo Bello: Learning Relations Using Genetic Algorithms. AI*IA 1993: 218-229

Marco Botta, Attilio Giordana: SMART+: A Multi-Strategy Learning Tool. IJCAI 1993: 937-945

Attilio Giordana, Lorenza Saitta, Cristina Baroglio: Learning Simple Recursive Theories. ISMIS 1993: 425-434

Cristina Baroglio, Attilio Giordana, Lorenza Saitta: Learning Mutually Dependent Relations. J. Intell. Inf. Syst. 1(2): 159-176 (1992)

Marco Botta, Attilio Giordana, Lorenza Saitta: Comparison of Search Strategies in Learning Relations. ECAI 1992: 451-455

Attilio Giordana, Claudio Sale: Learning Structured Concepts Using Genetic Algorithms. ML 1992: 169-178

Francesco Bergadano, Attilio Giordana, Lorenza Saitta: Machine learning - an integrated framework and its applications. Ellis Horwood series in artificial intelligence, Ellis Horwood 1991, isbn 978-0-13-541749-2, pp. I-VI, 1-146

Francesco Bergadano, Attilio Giordana, Lorenza Saitta, Filippo Brancadori, Davide De Marchi: Integrated Learning in a Real Domain. Knowledge Discovery in Databases 1991: 277-288

Attilio Giordana, Lorenza Saitta, R. Finelli, M. Paderni, Davide Roverso: Extending Inverse Resolution to Build Up Abstractions. AI*IA 1991: 238-247

Attilio Giordana, Davide Roverso, Lorenza Saitta: Abstracting Background Knowledge for Concept Learning. EWSL 1991: 1-13

Attilio Giordana, Lorenza Saitta, Davide Roverso: Abstracting Concepts with Inverse Resolution. ML 1991: 142-146

Marco Botta, Attilio Giordana: Learning Quantitative Features in a Symbolic Environment. ISMIS 1991: 296-305

Luca Console, Attilio Giordana, Lorenza Saitta: Investigating the Relationships between Abduction and Inverse Resolution in Proposition Calculus. ISMIS 1991: 316-325

Francesco Bergadano, Attilio Giordana, Lorenza Saitta: Biasing Induction by Using a Domain Theory: An Experimental Evaluation. ECAI 1990: 84-89

Francesco Bergadano, Attilio Giordana, Lorenza Saitta, Davide De Marchi, Filippo Brancadori: Integrated Learning in a real Domain. ML 1990: 322-329

Francesco Bergadano, Attilio Giordana, Lorenza Saitta: Knowledge representation and use in pattern analysis. Inf. Sci. 47(1): 1-16 (1989)

Francesco Bergadano, Attilio Giordana, S. Ponsero: Deduction in Top-Down Inductive Learning. ML 1989: 23-25

Francesco Bergadano, Attilio Giordana, Lorenza Saitta: Automated Concept Acquisition in Noisy Environments. IEEE Trans. Pattern Anal. Mach. Intell. 10(4): 555-578 (1988)

Francesco Bergadano, Attilio Giordana, Lorenza Saitta: Concept Acquisition in an Integrated EBL and SBL Environment. ECAI 1988: 363-368

Francesco Bergadano, Attilio Giordana: A Knowledge Intensive Approach to Concept Induction. ML 1988: 305-317

Francesco Bergadano, Attilio Giordana, Lorenza Saitta: Integrating EBL and SBL Approaches to Knowledge Base Refinement. ISMIS 1987: 309-316

Attilio Giordana, Lorenza Saitta, Pietro Laface: Discrimination of Words in a Large Vocabulary Using Phonetic Descriptions. International Journal of Man-Machine Studies 24(5): 453-473 (1986)

Attilio Giordana, Lorenza Saitta: Modelling Production Systems by means of Predicate-Transitions Networks. Inf. Sci. 35(1): 1-41 (1985)

Attilio Giordana, Lorenza Saitta: An expert system oriented to complex pattern recognition problems. Inf. Sci. 36(1-2): 157-177 (1985)

Renato de Mori, Attilio Giordana, Pietro Laface, Lorenza Saitta: An expert system for mapping acoustic cues into phonetic features. Inf. Sci. 33(1-2): 115-155 (1984)

Renato de Mori, Attilio Giordana, Lorenza Saitta, Pietro Laface: An Expert System for Interpreting Speech Patterns. AAAI 1982: 107-110

Renato de Mori, Attilio Giordana, Pietro Laface, Lorenza Saitta: An Expert System for Speech Decoding. ECAI 1982: 127-132