| 2008 |
|---|
| 74 | EE | 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 |
| 2007 |
|---|
| 73 | EE | Ugo Galassi,
Attilio Giordana,
Lorenza Saitta:
Structured Hidden Markov Model: A General Framework for Modeling Complex Sequences.
AI*IA 2007: 290-301 |
| 72 | | 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 |
| 71 | EE | Ugo Galassi,
Attilio Giordana,
Lorenza Saitta:
Incremental Construction of Structured Hidden Markov Models.
IJCAI 2007: 798-803 |
| 70 | EE | Ugo Galassi,
Marco Botta,
Attilio Giordana:
Hierarchical Hidden Markov Models for User/Process Profile Learning.
Fundam. Inform. 78(4): 487-505 (2007) |
| 2006 |
|---|
| 69 | | Floriana Esposito,
Attilio Giordana,
Lorenza Saitta:
Machine Learning and Data Mining.
Intelligenza Artificiale 3(1-2): 63-71 (2006) |
| 2005 |
|---|
| 68 | EE | Attilio Giordana,
Ugo Galassi,
Lorenza Saitta:
Experimental Evaluation of Hierarchical Hidden Markov Models.
AI*IA 2005: 249-257 |
| 67 | EE | Ugo Galassi,
Attilio Giordana,
Lorenza Saitta,
Marco Botta:
Learning Complex Event Descriptions by Abstraction.
IJCAI 2005: 1600-1601 |
| 66 | EE | Ugo Galassi,
Attilio Giordana,
Lorenza Saitta,
Marco Botta:
Learning Profiles Based on Hierarchical Hidden Markov Model.
ISMIS 2005: 47-55 |
| 65 | EE | Ugo Galassi,
Attilio Giordana,
Dino Mendola:
Learning User Profile from Traces.
SAINT Workshops 2005: 166-169 |
| 64 | EE | Ugo Galassi,
Attilio Giordana:
Learning Regular Expressions from Noisy Sequences.
SARA 2005: 92-106 |
| 2004 |
|---|
| 63 | | Marco Botta,
Ugo Galassi,
Attilio Giordana:
Learning Complex and Sparse Events in Long Sequences.
ECAI 2004: 425-429 |
| 2003 |
|---|
| 62 | | Attilio Giordana,
Lorenza Saitta:
Transition de phase et apprentissage relationnel : une analyse critique.
EGC 2003: 25-30 |
| 61 | EE | 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) |
| 2002 |
|---|
| 60 | EE | Attilio Giordana,
Paolo Terenziani,
Marco Botta:
Recognizing and Discovering Complex Events in Sequences.
ISMIS 2002: 374-382 |
| 2001 |
|---|
| 59 | EE | Alessandro Serra,
Attilio Giordana:
A Monte Carlo Approach to Hard Relational Learning Problems.
AI*IA 2001: 1-10 |
| 58 | | Alessandro Serra,
Attilio Giordana,
Lorenza Saitta:
Learning on the Phase Transition Edge.
IJCAI 2001: 921-926 |
| 2000 |
|---|
| 57 | | Attilio Giordana,
Lorenza Saitta,
Michèle Sebag,
Marco Botta:
Analyzing Relational Learning in the Phase Transition Framework.
ICML 2000: 311-318 |
| 56 | EE | Attilio Giordana,
Lorenza Saitta,
Michèle Sebag,
Marco Botta:
Can Relational Learning Scale Up?
ISMIS 2000: 31-39 |
| 55 | | Attilio Giordana,
Lorenza Saitta:
Phase Transitions in Relational Learning.
Machine Learning 41(2): 217-251 (2000) |
| 1999 |
|---|
| 54 | EE | Marco Botta,
Attilio Giordana,
Lorenza Saitta,
Michèle Sebag:
Relational Learning: Hard Problems and Phase Transitions.
AI*IA 1999: 178-189 |
| 53 | | Attilio Giordana,
Roberto Piola:
On Some Misbehaviour of Back-Propagation with Non-Normalized RBFNs and a Solution.
ICML 1999: 162-170 |
| 52 | | Attilio Giordana,
Marco Botta,
Lorenza Saitta:
An Experimental Study of Phase Transitions in Matching.
IJCAI 1999: 1198-1203 |
| 51 | | 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 |
| 50 | | Cosimo Anglano,
Attilio Giordana,
Giuseppe Lo Bello:
High-Performance Data Mining on Networks of Workstations.
ISMIS 1999: 520-528 |
| 49 | | Attilio Giordana,
Lorenza Saitta:
On-Line Estimation of Matching Complexity in First Order Logic.
ISMIS 1999: 76-84 |
| 1998 |
|---|
| 48 | | Marco Botta,
Attilio Giordana,
Roberto Piola:
An Integrated Framework of Learning Numerical Terms in FOL.
ECAI 1998: 415-419 |
| 47 | | Cosimo Anglano,
Attilio Giordana,
Giuseppe Lo Bello,
Lorenza Saitta:
Coevolutionary, Distributed Search for Inducing Concept Description.
ECML 1998: 322-333 |
| 46 | | Cosimo Anglano,
Attilio Giordana,
Giuseppe Lo Bello,
Lorenza Saitta:
An Experimental Evaluation of Coevolutive Concept Learning.
ICML 1998: 19-27 |
| 45 | | Attilio Giordana,
Giuseppe Lo Bello:
Learning Classification Programs: The Genetic Algorithm Approach.
Fundam. Inform. 35(1-4): 163-177 (1998) |
| 1997 |
|---|
| 44 | | Marco Botta,
Attilio Giordana,
Roberto Piola:
Refining Numerical Terms in Horn Clauses.
AI*IA 1997: 13-23 |
| 43 | | Cosimo Anglano,
Attilio Giordana,
Giuseppe Lo Bello,
Lorenza Saitta:
A Network Genetic Algorithm for Concept Learning.
ICGA 1997: 434-441 |
| 42 | | Marco Botta,
Attilio Giordana,
Roberto Piola:
FONN: Combining First Order Logic with Connectionist Learning.
ICML 1997: 46-56 |
| 41 | | Attilio Giordana,
Lorenza Saitta,
Giuseppe Lo Bello:
A Coevolutionary Approach to Concept Learning.
ISMIS 1997: 257-266 |
| 40 | | Marco Botta,
Attilio Giordana,
Roberto Piola:
Refining First Order Theories with Neural Networks.
ISMIS 1997: 84-93 |
| 39 | | Attilio Giordana,
Filippo Neri,
Lorenza Saitta,
Marco Botta:
Integrating Multiple Learning Strategies in First Order Logics.
Machine Learning 27(3): 209-240 (1997) |
| 1996 |
|---|
| 38 | | Attilio Giordana,
Filippo Neri,
Lorenza Saitta:
A Fine-Grained Parallel Evolutionary Program for Concept Induction.
ISMIS 1996: 168-177 |
| 37 | | Attilio Giordana,
Filippo Neri:
Genetic Algorithms in Machine Learning.
AI Commun. 9(1): 21-26 (1996) |
| 36 | | Cristina Baroglio,
Attilio Giordana,
Roberto Piola,
Michael Kaiser,
Marnix Nuttin:
Learning Controllers for Industrial Robots.
Machine Learning 23(2-3): 221-249 (1996) |
| 1995 |
|---|
| 35 | | Enrico Blanzieri,
Attilio Giordana:
Mapping Symbolic Knowledge into Locally Receptive Field Networks.
AI*IA 1995: 267-278 |
| 34 | | Filippo Neri,
Attilio Giordana:
A Parallel Genetic Algorithm for Concept Learning.
ICGA 1995: 436-443 |
| 33 | | Attilio Giordana,
Filippo Neri:
Search-Intensive Concept Induction.
Evolutionary Computation 3(4): 375-419 (1995) |
| 1994 |
|---|
| 32 | | Attilio Giordana,
Lorenza Saitta,
Floriano Zini:
Learning Disjunctive Concept Definitions Using a Genetic Algorithm.
ECAI 1994: 483-486 |
| 31 | | Attilio Giordana,
Lorenza Saitta,
Floriano Zini:
Learning Disjunctive Concepts by Means of Genetic Algorithms.
ICML 1994: 96-104 |
| 30 | | Attilio Giordana,
Filippo Neri,
Lorenza Saitta:
Formal Models of Selection in Genetic Algorithms.
ISMIS 1994: 124-133 |
| 29 | | Attilio Giordana,
Lorenza Saitta,
Floriano Zini:
Learning Disjunctive Concepts with Distributed Genetic Algorithms.
International Conference on Evolutionary Computation 1994: 115-119 |
| 1993 |
|---|
| 28 | | Attilio Giordana,
Lorenza Saitta,
M. E. Campidoglio,
Giuseppe Lo Bello:
Learning Relations Using Genetic Algorithms.
AI*IA 1993: 218-229 |
| 27 | | Marco Botta,
Attilio Giordana:
SMART+: A Multi-Strategy Learning Tool.
IJCAI 1993: 937-945 |
| 26 | | Attilio Giordana,
Lorenza Saitta,
Cristina Baroglio:
Learning Simple Recursive Theories.
ISMIS 1993: 425-434 |
| 25 | | Cristina Baroglio,
Marco Botta,
Attilio Giordana:
Learning Relations: An Evaluation of Search Strategies.
Fundam. Inform. 18: 221-232 (1993) |
| 24 | EE | 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) |
| 1992 |
|---|
| 23 | | Marco Botta,
Attilio Giordana,
Lorenza Saitta:
Comparison of Search Strategies in Learning Relations.
ECAI 1992: 451-455 |
| 22 | | Attilio Giordana,
Claudio Sale:
Learning Structured Concepts Using Genetic Algorithms.
ML 1992: 169-178 |
| 21 | | Cristina Baroglio,
Attilio Giordana,
Lorenza Saitta:
Learning Mutually Dependent Relations.
J. Intell. Inf. Syst. 1(2): 159-176 (1992) |
| 1991 |
|---|
| 20 | | Attilio Giordana,
Lorenza Saitta,
R. Finelli,
M. Paderni,
Davide Roverso:
Extending Inverse Resolution to Build Up Abstractions.
AI*IA 1991: 238-247 |
| 19 | | Attilio Giordana,
Davide Roverso,
Lorenza Saitta:
Abstracting Background Knowledge for Concept Learning.
EWSL 1991: 1-13 |
| 18 | | Marco Botta,
Attilio Giordana:
Learning Quantitative Features in a Symbolic Environment.
ISMIS 1991: 296-305 |
| 17 | | Luca Console,
Attilio Giordana,
Lorenza Saitta:
Investigating the Relationships between Abduction and Inverse Resolution in Proposition Calculus.
ISMIS 1991: 316-325 |
| 16 | | Attilio Giordana,
Lorenza Saitta,
Davide Roverso:
Abstracting Concepts with Inverse Resolution.
ML 1991: 142-146 |
| 15 | | Francesco Bergadano,
Attilio Giordana,
Lorenza Saitta,
Filippo Brancadori,
Davide De Marchi:
Integrated Learning in a Real Domain.
Knowledge Discovery in Databases 1991: 277-288 |
| 1990 |
|---|
| 14 | | Francesco Bergadano,
Attilio Giordana,
Lorenza Saitta:
Biasing Induction by Using a Domain Theory: An Experimental Evaluation.
ECAI 1990: 84-89 |
| 13 | | Francesco Bergadano,
Attilio Giordana,
Lorenza Saitta,
Davide De Marchi,
Filippo Brancadori:
Integrated Learning in a real Domain.
ML 1990: 322-329 |
| 1989 |
|---|
| 12 | | Francesco Bergadano,
Attilio Giordana,
S. Ponsero:
Deduction in Top-Down Inductive Learning.
ML 1989: 23-25 |
| 11 | EE | Francesco Bergadano,
Attilio Giordana,
Lorenza Saitta:
Knowledge representation and use in pattern analysis.
Inf. Sci. 47(1): 1-16 (1989) |
| 1988 |
|---|
| 10 | | Francesco Bergadano,
Attilio Giordana,
Lorenza Saitta:
Concept Acquisition in an Integrated EBL and SBL Environment.
ECAI 1988: 363-368 |
| 9 | | Francesco Bergadano,
Attilio Giordana:
A Knowledge Intensive Approach to Concept Induction.
ML 1988: 305-317 |
| 8 | EE | Francesco Bergadano,
Attilio Giordana,
Lorenza Saitta:
Automated Concept Acquisition in Noisy Environments.
IEEE Trans. Pattern Anal. Mach. Intell. 10(4): 555-578 (1988) |
| 1987 |
|---|
| 7 | | Francesco Bergadano,
Attilio Giordana,
Lorenza Saitta:
Integrating EBL and SBL Approaches to Knowledge Base Refinement.
ISMIS 1987: 309-316 |
| 1986 |
|---|
| 6 | | 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) |
| 1985 |
|---|
| 5 | EE | Attilio Giordana,
Lorenza Saitta:
Modelling Production Systems by means of Predicate-Transitions Networks.
Inf. Sci. 35(1): 1-41 (1985) |
| 4 | EE | Attilio Giordana,
Lorenza Saitta:
An expert system oriented to complex pattern recognition problems.
Inf. Sci. 36(1-2): 157-177 (1985) |
| 1984 |
|---|
| 3 | EE | 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) |
| 1982 |
|---|
| 2 | | Renato de Mori,
Attilio Giordana,
Lorenza Saitta,
Pietro Laface:
An Expert System for Interpreting Speech Patterns.
AAAI 1982: 107-110 |
| 1 | | Renato de Mori,
Attilio Giordana,
Pietro Laface,
Lorenza Saitta:
An Expert System for Speech Decoding.
ECAI 1982: 127-132 |
