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ORCIDBibTeX records: Lorenza Saitta
@article{DBLP:journals/ia/Saitta18,
author = {Lorenza Saitta},
title = {Piero Torasso's early contributions},
journal = {Intelligenza Artificiale},
volume = {12},
number = {1},
pages = {19--22},
year = {2018},
url = {https://doi.org/10.3233/IA-180114},
doi = {10.3233/IA-180114},
timestamp = {Thu, 26 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ia/Saitta18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/SaittaS17,
author = {Lorenza Saitta and
Mich{\`{e}}le Sebag},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Grammatical Inference},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {569--570},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_115},
doi = {10.1007/978-1-4899-7687-1\_115},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/SaittaS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/SaittaS17a,
author = {Lorenza Saitta and
Mich{\`{e}}le Sebag},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Phase Transitions in Machine Learning},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {974--982},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_642},
doi = {10.1007/978-1-4899-7687-1\_642},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/SaittaS17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ia/Saitta14,
author = {Lorenza Saitta},
title = {Classification: From expert to ensemble to crowd},
journal = {Intelligenza Artificiale},
volume = {8},
number = {1},
pages = {3--22},
year = {2014},
url = {https://doi.org/10.3233/IA-140065},
doi = {10.3233/IA-140065},
timestamp = {Thu, 18 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ia/Saitta14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ia/MauroFABGEFFGLLMMPRRSS13,
author = {Nicola Di Mauro and
Paolo Frasconi and
Fabrizio Angiulli and
Davide Bacciu and
Marco de Gemmis and
Floriana Esposito and
Nicola Fanizzi and
Stefano Ferilli and
Marco Gori and
Francesca A. Lisi and
Pasquale Lops and
Donato Malerba and
Alessio Micheli and
Marcello Pelillo and
Francesco Ricci and
Fabrizio Riguzzi and
Lorenza Saitta and
Giovanni Semeraro},
title = {Italian Machine Learning and Data Mining research: The last years},
journal = {Intelligenza Artificiale},
volume = {7},
number = {2},
pages = {77--89},
year = {2013},
url = {https://doi.org/10.3233/IA-130050},
doi = {10.3233/IA-130050},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ia/MauroFABGEFFGLLMMPRRSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/Saitta13,
author = {Lorenza Saitta},
editor = {Matteo Baldoni and
Cristina Baroglio and
Guido Boella and
Roberto Micalizio},
title = {Abstraction in Markov Networks},
booktitle = {AI*IA 2013: Advances in Artificial Intelligence - XIIIth International
Conference of the Italian Association for Artificial Intelligence,
Turin, Italy, December 4-6, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8249},
pages = {145--156},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-03524-6\_13},
doi = {10.1007/978-3-319-03524-6\_13},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/aiia/Saitta13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MoioSG13,
author = {Andrea Moio and
Lorenza Saitta and
Attilio Giordana},
editor = {Sebastian Bader and
Anika Schumann and
Stephan Sigg and
Freddy L{\'{e}}cu{\'{e}} and
Biplav Srivastava and
Zaiqing Nie and
Christian Guttmann},
title = {A motion detection system for video surveillance},
booktitle = {Joint Proceedings of the Workshop on {AI} Problems and Approaches
for Intelligent Environments and Workshop on Semantic Cities, AIIP/Semantic
Cities@IJCAI 2013, Beijing, China, August 4-5, 2013},
pages = {17--22},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2516911.2516921},
doi = {10.1145/2516911.2516921},
timestamp = {Tue, 06 Nov 2018 16:57:28 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/MoioSG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sara/Saitta13,
author = {Lorenza Saitta},
editor = {Alan M. Frisch and
Peter Gregory},
title = {Abstraction: {A} Historical and Interdisciplinary Perspective},
booktitle = {Proceedings of the Tenth Symposium on Abstraction, Reformulation,
and Approximation, {SARA} 2013, 11-12 July 2013, Leavenworth, Washington,
{USA}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/SARA/SARA13/paper/view/7249},
timestamp = {Tue, 09 Feb 2021 08:32:52 +0100},
biburl = {https://dblp.org/rec/conf/sara/Saitta13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iicai/Saitta11,
author = {Lorenza Saitta},
editor = {Bhanu Prasad and
Pawan Lingras and
Ramakant Nevatia},
title = {Phase Transitions: {A} New Paradigm for Evaluating Complexity in Learning
and other Complex Systems},
booktitle = {Proceedings of the 5th Indian International Conference on Artificial
Intelligence, {IICAI} 2011, Tumkur, Karnataka State, India, December
14-16, 2011},
pages = {2},
publisher = {{IICAI}},
year = {2011},
timestamp = {Fri, 15 Dec 2023 18:26:01 +0100},
biburl = {https://dblp.org/rec/conf/iicai/Saitta11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iicai/Saitta11a,
author = {Lorenza Saitta},
editor = {Bhanu Prasad and
Pawan Lingras and
Ramakant Nevatia},
title = {Abstract Graphical Models for Approximate Inference},
booktitle = {Proceedings of the 5th Indian International Conference on Artificial
Intelligence, {IICAI} 2011, Tumkur, Karnataka State, India, December
14-16, 2011},
pages = {473--487},
publisher = {{IICAI}},
year = {2011},
timestamp = {Sat, 01 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iicai/Saitta11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SaittaVWJZL10,
author = {Lorenza Saitta and
Christel Vrain and
Zhaohui Wu and
Lu Jiang and
Qinghua Zheng and
Jun Liu},
title = {Abstracting Markov Networks},
booktitle = {Abstraction, Reformulation, and Approximation, Papers from the 2010
{AAAI} Workshop, Atlanta, Georgia, USA, July 12, 2010},
series = {{AAAI} Technical Report},
volume = {{WS-10-08}},
publisher = {{AAAI}},
year = {2010},
url = {http://aaai.org/ocs/index.php/WS/AAAIW10/paper/view/2070},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SaittaVWJZL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/MayS10,
author = {Michael May and
Lorenza Saitta},
editor = {Michael May and
Lorenza Saitta},
title = {Introduction: The Challenge of Ubiquitous Knowledge Discovery},
booktitle = {Ubiquitous Knowledge Discovery - Challenges, Techniques, Applications},
series = {Lecture Notes in Computer Science},
volume = {6202},
pages = {3--18},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16392-0\_1},
doi = {10.1007/978-3-642-16392-0\_1},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/series/lncs/MayS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/GalassiBS10,
author = {Ugo Galassi and
Marco Botta and
Lorenza Saitta},
editor = {Jacek Koronacki and
Zbigniew W. Ras and
Slawomir T. Wierzchon and
Janusz Kacprzyk},
title = {Structured Hidden Markov Model versus String Kernel Machines for Symbolic
Sequence Classification},
booktitle = {Advances in Machine Learning {I:} Dedicated to the Memory of Professor
Ryszard S. Michalski},
series = {Studies in Computational Intelligence},
volume = {262},
pages = {275--295},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-05177-7\_14},
doi = {10.1007/978-3-642-05177-7\_14},
timestamp = {Sat, 19 Oct 2019 19:02:31 +0200},
biburl = {https://dblp.org/rec/series/sci/GalassiBS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/lncs/6202,
editor = {Michael May and
Lorenza Saitta},
title = {Ubiquitous Knowledge Discovery - Challenges, Techniques, Applications},
series = {Lecture Notes in Computer Science},
volume = {6202},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16392-0},
doi = {10.1007/978-3-642-16392-0},
isbn = {978-3-642-16391-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/6202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/SaittaS10,
author = {Lorenza Saitta and
Mich{\`{e}}le Sebag},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Grammatical Inference},
booktitle = {Encyclopedia of Machine Learning},
pages = {458},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_346},
doi = {10.1007/978-0-387-30164-8\_346},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/SaittaS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/SaittaS10a,
author = {Lorenza Saitta and
Mich{\`{e}}le Sebag},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Phase Transitions in Machine Learning},
booktitle = {Encyclopedia of Machine Learning},
pages = {767--773},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_635},
doi = {10.1007/978-0-387-30164-8\_635},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/SaittaS10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/IlijasicS09,
author = {Lovro Ilijasic and
Lorenza Saitta},
editor = {Jan Rauch and
Zbigniew W. Ras and
Petr Berka and
Tapio Elomaa},
title = {Statistical Characterization of a Computer Grid},
booktitle = {Foundations of Intelligent Systems, 18th International Symposium,
{ISMIS} 2009, Prague, Czech Republic, September 14-17, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5722},
pages = {523--532},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04125-9\_55},
doi = {10.1007/978-3-642-04125-9\_55},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/IlijasicS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sara/SaittaHZ09,
author = {Lorenza Saitta and
Corneliu Henegar and
Jean{-}Daniel Zucker},
editor = {Vadim Bulitko and
J. Christopher Beck},
title = {Abstracting Complex Interaction Networks},
booktitle = {Eighth Symposium on Abstraction, Reformulation, and Approximation,
{SARA} 2009, Lake Arrowhead, California, USA, 8-10 August 2009},
publisher = {{AAAI}},
year = {2009},
url = {http://www.aaai.org/ocs/index.php/SARA/SARA09/paper/view/821},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sara/SaittaHZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/SaittaV08,
author = {Lorenza Saitta and
Christel Vrain},
editor = {Filip Zelezn{\'{y}} and
Nada Lavrac},
title = {A Comparison between Two Statistical Relational Models},
booktitle = {Inductive Logic Programming, 18th International Conference, {ILP}
2008, Prague, Czech Republic, September 10-12, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5194},
pages = {244--260},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85928-4\_20},
doi = {10.1007/978-3-540-85928-4\_20},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/ilp/SaittaV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/JulienS08,
author = {Charbel Julien and
Lorenza Saitta},
editor = {Aijun An and
Stan Matwin and
Zbigniew W. Ras and
Dominik Slezak},
title = {Image Databases Browsing by Unsupervised Learning},
booktitle = {Foundations of Intelligent Systems, 17th International Symposium,
{ISMIS} 2008, Toronto, Canada, May 20-23, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4994},
pages = {389--398},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68123-6\_42},
doi = {10.1007/978-3-540-68123-6\_42},
timestamp = {Mon, 28 Aug 2023 21:17:48 +0200},
biburl = {https://dblp.org/rec/conf/ismis/JulienS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/tf/08/0001BCGGHMMMPSSSV08,
author = {Michael May and
Bettina Berendt and
Antoine Cornu{\'{e}}jols and
Jo{\~{a}}o Gama and
Fosca Giannotti and
Andreas Hotho and
Donato Malerba and
Ernestina Menasalvas and
Katharina Morik and
Rasmus Ulslev Pedersen and
Lorenza Saitta and
Y{\"{u}}cel Saygin and
Assaf Schuster and
Koen Vanhoof},
editor = {Hillol Kargupta and
Jiawei Han and
Philip S. Yu and
Rajeev Motwani and
Vipin Kumar},
title = {Research Challenges in Ubiquitous Knowledge Discovery},
booktitle = {Next Generation of Data Mining},
series = {Chapman and Hall / {CRC} Data Mining and Knowledge Discovery Series},
publisher = {{CRC} Press / Chapman and Hall / Taylor {\&} Francis},
year = {2008},
url = {https://doi.org/10.1201/9781420085877.ch7},
doi = {10.1201/9781420085877.CH7},
timestamp = {Fri, 29 Apr 2022 17:40:48 +0200},
biburl = {https://dblp.org/rec/books/tf/08/0001BCGGHMMMPSSSV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sfsc/GalassiGS08,
author = {Ugo Galassi and
Attilio Giordana and
Lorenza Saitta},
editor = {Bhanu Prasad},
title = {Structured Hidden Markov Models: {A} General Tool for Modeling Agent
Behaviors},
booktitle = {Soft Computing Applications in Business},
series = {Studies in Fuzziness and Soft Computing},
volume = {230},
pages = {273--292},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-79005-1\_15},
doi = {10.1007/978-3-540-79005-1\_15},
timestamp = {Fri, 15 Dec 2023 18:26:01 +0100},
biburl = {https://dblp.org/rec/series/sfsc/GalassiGS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/HanczarZHS07,
author = {Blaise Hanczar and
Jean{-}Daniel Zucker and
Corneliu Henegar and
Lorenza Saitta},
title = {Feature construction from synergic pairs to improve microarray-based
classification},
journal = {Bioinform.},
volume = {23},
number = {21},
pages = {2866--2872},
year = {2007},
url = {https://doi.org/10.1093/bioinformatics/btm429},
doi = {10.1093/BIOINFORMATICS/BTM429},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/HanczarZHS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/GalassiGS07,
author = {Ugo Galassi and
Attilio Giordana and
Lorenza Saitta},
editor = {Roberto Basili and
Maria Teresa Pazienza},
title = {Structured Hidden Markov Model: {A} General Framework for Modeling
Complex Sequences},
booktitle = {AI*IA 2007: Artificial Intelligence and Human-Oriented Computing,
10th Congress of the Italian Association for Artificial Intelligence,
Rome, Italy, September 10-13, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4733},
pages = {290--301},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74782-6\_26},
doi = {10.1007/978-3-540-74782-6\_26},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/aiia/GalassiGS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iicai/GalassiGJS07,
author = {Ugo Galassi and
Attilio Giordana and
Charbel Julien and
Lorenza Saitta},
editor = {Bhanu Prasad},
title = {Modeling Temporal Behavior via Structured Hidden Markov Models: an
Application to Keystroking Dynamics},
booktitle = {Proceedings of the 3rd Indian International Conference on Artificial
Intelligence, Pune, India, December 17-19, 2007},
pages = {2140--2154},
publisher = {{IICAI}},
year = {2007},
timestamp = {Fri, 15 Dec 2023 18:26:01 +0100},
biburl = {https://dblp.org/rec/conf/iicai/GalassiGJS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GalassiGS07,
author = {Ugo Galassi and
Attilio Giordana and
Lorenza Saitta},
editor = {Manuela M. Veloso},
title = {Incremental Construction of Structured Hidden Markov Models},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {798--803},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/128.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GalassiGS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sara/SaittaTT07,
author = {Lorenza Saitta and
Pietro Torasso and
Gianluca Torta},
editor = {Ian Miguel and
Wheeler Ruml},
title = {Formalizing the Abstraction Process in Model-Based Diagnosis},
booktitle = {Abstraction, Reformulation, and Approximation, 7th International Symposium,
{SARA} 2007, Whistler, Canada, July 18-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4612},
pages = {314--328},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73580-9\_25},
doi = {10.1007/978-3-540-73580-9\_25},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sara/SaittaTT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sara/SaittaZ07,
author = {Lorenza Saitta and
Jean{-}Daniel Zucker},
editor = {Ian Miguel and
Wheeler Ruml},
title = {Abstraction and Complexity Measures},
booktitle = {Abstraction, Reformulation, and Approximation, 7th International Symposium,
{SARA} 2007, Whistler, Canada, July 18-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4612},
pages = {375--390},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73580-9\_29},
doi = {10.1007/978-3-540-73580-9\_29},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sara/SaittaZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ia/EspositoGS06,
author = {Floriana Esposito and
Attilio Giordana and
Lorenza Saitta},
title = {Machine Learning and Data Mining},
journal = {Intelligenza Artificiale},
volume = {3},
number = {1-2},
pages = {63--71},
year = {2006},
timestamp = {Tue, 23 Jan 2007 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ia/EspositoGS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/Saitta06,
author = {Lorenza Saitta},
editor = {Floriana Esposito and
Zbigniew W. Ras and
Donato Malerba and
Giovanni Semeraro},
title = {Hypothesis Diversity in Ensemble Classification},
booktitle = {Foundations of Intelligent Systems, 16th International Symposium,
{ISMIS} 2006, Bari, Italy, September 27-29, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4203},
pages = {662--670},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11875604\_73},
doi = {10.1007/11875604\_73},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/Saitta06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/GiordanaGS05,
author = {Attilio Giordana and
Ugo Galassi and
Lorenza Saitta},
editor = {Stefania Bandini and
Sara Manzoni},
title = {Experimental Evaluation of Hierarchical Hidden Markov Models},
booktitle = {AI*IA 2005: Advances in Artificial Intelligence, 9th Congress of the
Italian Association for Artificial Intelligence, Milan, Italy, September
21-23, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3673},
pages = {249--257},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11558590\_25},
doi = {10.1007/11558590\_25},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/aiia/GiordanaGS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EspositoS05,
author = {Roberto Esposito and
Lorenza Saitta},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Experimental comparison between bagging and Monte Carlo ensemble classification},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {209--216},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102378},
doi = {10.1145/1102351.1102378},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EspositoS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iicai/SaittaZM05,
author = {Lorenza Saitta and
Jean{-}Daniel Zucker and
S{\'{e}}bastien Musti{\`{e}}re},
editor = {Bhanu Prasad},
title = {An Abstraction-based Machine Learning Approach to Cartographic Generalisation},
booktitle = {Proceedings of the 2nd Indian International Conference on Artificial
Intelligence, Pune, India, December 20-22, 2005},
pages = {621--638},
publisher = {{IICAI}},
year = {2005},
timestamp = {Fri, 15 Dec 2023 18:26:01 +0100},
biburl = {https://dblp.org/rec/conf/iicai/SaittaZM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GalassiGSB05,
author = {Ugo Galassi and
Attilio Giordana and
Lorenza Saitta and
Marco Botta},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Learning Complex Event Descriptions by Abstraction},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {1600--1601},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/post-0182.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:29 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GalassiGSB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/GalassiGSB05,
author = {Ugo Galassi and
Attilio Giordana and
Lorenza Saitta and
Marco Botta},
editor = {Mohand{-}Said Hacid and
Neil V. Murray and
Zbigniew W. Ras and
Shusaku Tsumoto},
title = {Learning Profiles Based on Hierarchical Hidden Markov Model},
booktitle = {Foundations of Intelligent Systems, 15th International Symposium,
{ISMIS} 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3488},
pages = {47--55},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11425274\_5},
doi = {10.1007/11425274\_5},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/GalassiGSB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sara/2005,
editor = {Jean{-}Daniel Zucker and
Lorenza Saitta},
title = {Abstraction, Reformulation and Approximation, 6th International Symposium,
{SARA} 2005, Airth Castle, Scotland, UK, July 26-29, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3607},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11527862},
doi = {10.1007/11527862},
isbn = {3-540-27872-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sara/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EspositoS04,
author = {Roberto Esposito and
Lorenza Saitta},
editor = {Carla E. Brodley},
title = {A Monte Carlo analysis of ensemble classification},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015386},
doi = {10.1145/1015330.1015386},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/EspositoS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecai/2004,
editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Lorenza Saitta},
title = {Proceedings of the 16th Eureopean Conference on Artificial Intelligence,
ECAI'2004, including Prestigious Applicants of Intelligent Systems,
{PAIS} 2004, Valencia, Spain, August 22-27, 2004},
publisher = {{IOS} Press},
year = {2004},
isbn = {1-58603-452-9},
timestamp = {Fri, 11 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/2004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BottaGSS03,
author = {Marco Botta and
Attilio Giordana and
Lorenza Saitta and
Mich{\`{e}}le Sebag},
title = {Relational Learning as Search in a Critical Region},
journal = {J. Mach. Learn. Res.},
volume = {4},
pages = {431--463},
year = {2003},
url = {http://jmlr.org/papers/v4/botta03a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BottaGSS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/EspositoS03,
author = {Roberto Esposito and
Lorenza Saitta},
editor = {Amedeo Cappelli and
Franco Turini},
title = {Explaining Bagging with Monte Carlo Theory},
booktitle = {AI*IA 2003: Advances in Artificial Intelligence, 8th Congress of the
Italian Association for Artificial Intelligence, Pisa, Italy, September
23-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2829},
pages = {189--200},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39853-0\_16},
doi = {10.1007/978-3-540-39853-0\_16},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/aiia/EspositoS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GiordanaS03,
author = {Attilio Giordana and
Lorenza Saitta},
editor = {Mohand{-}Said Hacid and
Yves Kodratoff and
Danielle Boulanger},
title = {Transition de phase et apprentissage relationnel : une analyse critique},
booktitle = {Extraction et gestion des connaissances (EGC'2003), Actes des troisi{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Lyon,
France, 22-24 janvier 2003},
series = {Revue des Sciences et Technologies de l'Information - s{\'{e}}rie
{RIA} {ECA}},
volume = {17},
number = {1-3},
pages = {25--30},
publisher = {Hermes Science Publications},
year = {2003},
timestamp = {Thu, 02 Nov 2006 11:37:45 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/GiordanaS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/EspositoS03,
author = {Roberto Esposito and
Lorenza Saitta},
editor = {Georg Gottlob and
Toby Walsh},
title = {Monte Carlo Theory as an Explanation of Bagging and Boosting},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003},
pages = {499--504},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://ijcai.org/Proceedings/03/Papers/074.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:41 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/EspositoS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/EspositoS02,
author = {Roberto Esposito and
Lorenza Saitta},
editor = {Mohand{-}Said Hacid and
Zbigniew W. Ras and
Djamel A. Zighed and
Yves Kodratoff},
title = {Is a Greedy Covering Strategy an Extreme Boosting?},
booktitle = {Foundations of Intelligent Systems, 13th International Symposium,
{ISMIS} 2002, Lyon, France, June 27-29, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2366},
pages = {94--102},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-48050-1\_12},
doi = {10.1007/3-540-48050-1\_12},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/EspositoS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sara/ZuckerBS02,
author = {Jean{-}Daniel Zucker and
Nicolas Bred{\`{e}}che and
Lorenza Saitta},
editor = {Sven Koenig and
Robert C. Holte},
title = {Abstracting Visual Percepts to Learn Concepts},
booktitle = {Abstraction, Reformulation and Approximation, 5th International Symposium,
{SARA} 2002, Kananaskis, Alberta, Canada, August 2-4, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2371},
pages = {256--273},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45622-8\_19},
doi = {10.1007/3-540-45622-8\_19},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/sara/ZuckerBS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/SaittaZ01,
author = {Lorenza Saitta and
Jean{-}Daniel Zucker},
title = {A Model of Abstraction in Visual Perception},
journal = {Appl. Artif. Intell.},
volume = {15},
number = {8},
pages = {761--776},
year = {2001},
url = {https://doi.org/10.1080/088395101317018591},
doi = {10.1080/088395101317018591},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aai/SaittaZ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ac/Saitta01,
author = {Lorenza Saitta},
editor = {Georgios Paliouras and
Vangelis Karkaletsis and
Constantine D. Spyropoulos},
title = {Integrated Architectures for Machine Learning},
booktitle = {Machine Learning and Its Applications, Advanced Lectures},
series = {Lecture Notes in Computer Science},
volume = {2049},
pages = {218--229},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44673-7\_10},
doi = {10.1007/3-540-44673-7\_10},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ac/Saitta01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/EspositoS01,
author = {Roberto Esposito and
Lorenza Saitta},
editor = {Floriana Esposito},
title = {Boosting as a Monte Carlo Algorithm},
booktitle = {AI*IA 2001: Advances in Artificial Intelligence, 7th Congress of the
Italian Association for Artificial Intelligence, Bari, Italy, September
25-28, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2175},
pages = {11--19},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45411-X\_2},
doi = {10.1007/3-540-45411-X\_2},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/aiia/EspositoS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SerraGS01,
author = {Alessandro Serra and
Attilio Giordana and
Lorenza Saitta},
editor = {Bernhard Nebel},
title = {Learning on the Phase Transition Edge},
booktitle = {Proceedings of the Seventeenth International Joint Conference on Artificial
Intelligence, {IJCAI} 2001, Seattle, Washington, USA, August 4-10,
2001},
pages = {921--926},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Tue, 20 Aug 2019 16:18:14 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SerraGS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/EspositoMS00,
author = {Floriana Esposito and
Ryszard S. Michalski and
Lorenza Saitta},
title = {Guest Editors' Introduction},
journal = {Mach. Learn.},
volume = {38},
number = {1-2},
pages = {5--7},
year = {2000},
url = {https://doi.org/10.1023/A:1007673721512},
doi = {10.1023/A:1007673721512},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/EspositoMS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GiordanaS00,
author = {Attilio Giordana and
Lorenza Saitta},
title = {Phase Transitions in Relational Learning},
journal = {Mach. Learn.},
volume = {41},
number = {2},
pages = {217--251},
year = {2000},
url = {https://doi.org/10.1023/A:1007620705405},
doi = {10.1023/A:1007620705405},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GiordanaS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GiordanaSSB00,
author = {Attilio Giordana and
Lorenza Saitta and
Mich{\`{e}}le Sebag and
Marco Botta},
editor = {Pat Langley},
title = {Analyzing Relational Learning in the Phase Transition Framework},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {311--318},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icml/GiordanaSSB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/GiordanaSSB00,
author = {Attilio Giordana and
Lorenza Saitta and
Mich{\`{e}}le Sebag and
Marco Botta},
editor = {Zbigniew W. Ras and
Setsuo Ohsuga},
title = {Can Relational Learning Scale Up?},
booktitle = {Foundations of Intelligent Systems, 12th International Symposium,
{ISMIS} 2000, Charlotte, NC, USA, October 11-14, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1932},
pages = {31--39},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-39963-1\_4},
doi = {10.1007/3-540-39963-1\_4},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/GiordanaSSB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/SaittaZ00,
author = {Lorenza Saitta and
Jean{-}Daniel Zucker},
editor = {Zbigniew W. Ras and
Setsuo Ohsuga},
title = {Perception-Based Granularity Levels in Concept Representation},
booktitle = {Foundations of Intelligent Systems, 12th International Symposium,
{ISMIS} 2000, Charlotte, NC, USA, October 11-14, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1932},
pages = {409--416},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-39963-1\_43},
doi = {10.1007/3-540-39963-1\_43},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismis/SaittaZ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/MustiereSZ00,
author = {S{\'{e}}bastien Musti{\`{e}}re and
Lorenza Saitta and
Jean{-}Daniel Zucker},
editor = {Zbigniew W. Ras and
Setsuo Ohsuga},
title = {Abstraction in Cartographic Generalization},
booktitle = {Foundations of Intelligent Systems, 12th International Symposium,
{ISMIS} 2000, Charlotte, NC, USA, October 11-14, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1932},
pages = {638--644},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-39963-1\_67},
doi = {10.1007/3-540-39963-1\_67},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismis/MustiereSZ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sara/SaittaZ00,
author = {Lorenza Saitta and
Jean{-}Daniel Zucker},
editor = {Berthe Y. Choueiry and
Toby Walsh},
title = {Abstraction and Phase Transitions in Relational Learning},
booktitle = {Abstraction, Reformulation, and Approximation, 4th International Symposium,
{SARA} 2000, Horseshoe Bay, Texas, USA, July 26-29, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1864},
pages = {291--302},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-44914-0\_19},
doi = {10.1007/3-540-44914-0\_19},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/sara/SaittaZ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/BottaGSS99,
author = {Marco Botta and
Attilio Giordana and
Lorenza Saitta and
Mich{\`{e}}le Sebag},
editor = {Evelina Lamma and
Paola Mello},
title = {Relational Learning: Hard Problems and Phase Transitions},
booktitle = {AI*IA 99:Advances in Artificial Intelligence, 6th Congress of the
Italian Association for Artificial Intelligence, Bologna, Italy, September
14-17, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1792},
pages = {178--189},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-46238-4\_16},
doi = {10.1007/3-540-46238-4\_16},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/aiia/BottaGSS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/MustiereZS99,
author = {S{\'{e}}bastien Musti{\`{e}}re and
Jean{-}Daniel Zucker and
Lorenza Saitta},
editor = {Claudia Bauzer Medeiros},
title = {Cartographic Generalization as a Combination of Representing and Abstracting
Knowledge},
booktitle = {{ACM-GIS} '99, Proceedings of the 7th International Symposium on Advances
in Geographic Information Systems, November 2-6, 1999, Kansas City,
{USA}},
pages = {162--164},
publisher = {{ACM}},
year = {1999},
url = {https://doi.org/10.1145/320134.320174},
doi = {10.1145/320134.320174},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/MustiereZS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GiordanaBS99,
author = {Attilio Giordana and
Marco Botta and
Lorenza Saitta},
editor = {Thomas Dean},
title = {An Experimental Study of Phase Transitions in Matching},
booktitle = {Proceedings of the Sixteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 99, Stockholm, Sweden, July 31 - August 6, 1999.
2 Volumes, 1450 pages},
pages = {1198--1203},
publisher = {Morgan Kaufmann},
year = {1999},
url = {http://ijcai.org/Proceedings/99-2/Papers/075.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GiordanaBS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/GiordanaS99,
author = {Attilio Giordana and
Lorenza Saitta},
editor = {Zbigniew W. Ras and
Andrzej Skowron},
title = {On-Line Estimation of Matching Complexity in First Order Logic},
booktitle = {Foundations of Intelligent Systems, 11th International Symposium,
{ISMIS} '99, Warsaw, Poland, June 8-11, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1609},
pages = {76--84},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/BFb0095092},
doi = {10.1007/BFB0095092},
timestamp = {Sat, 19 Oct 2019 20:13:57 +0200},
biburl = {https://dblp.org/rec/conf/ismis/GiordanaS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SaittaN98,
author = {Lorenza Saitta and
Filippo Neri},
title = {Learning in the " Real World"},
journal = {Mach. Learn.},
volume = {30},
number = {2-3},
pages = {133--163},
year = {1998},
url = {https://doi.org/10.1023/A:1007448122119},
doi = {10.1023/A:1007448122119},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SaittaN98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/AnglanoGBS98,
author = {Cosimo Anglano and
Attilio Giordana and
Giuseppe Lo Bello and
Lorenza Saitta},
editor = {Claire Nedellec and
C{\'{e}}line Rouveirol},
title = {Coevolutionary, Distributed Search for Inducing Concept Description},
booktitle = {Machine Learning: ECML-98, 10th European Conference on Machine Learning,
Chemnitz, Germany, April 21-23, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1398},
pages = {322--333},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0026703},
doi = {10.1007/BFB0026703},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/AnglanoGBS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AnglanoGBS98,
author = {Cosimo Anglano and
Attilio Giordana and
Giuseppe Lo Bello and
Lorenza Saitta},
editor = {Jude W. Shavlik},
title = {An Experimental Evaluation of Coevolutive Concept Learning},
booktitle = {Proceedings of the Fifteenth International Conference on Machine Learning
{(ICML} 1998), Madison, Wisconsin, USA, July 24-27, 1998},
pages = {19--27},
publisher = {Morgan Kaufmann},
year = {1998},
timestamp = {Thu, 30 Jun 2011 10:34:12 +0200},
biburl = {https://dblp.org/rec/conf/icml/AnglanoGBS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GiordanaNSB97,
author = {Attilio Giordana and
Filippo Neri and
Lorenza Saitta and
Marco Botta},
title = {Integrating Multiple Learning Strategies in First Order Logics},
journal = {Mach. Learn.},
volume = {27},
number = {3},
pages = {209--240},
year = {1997},
url = {https://doi.org/10.1023/A:1007361708126},
doi = {10.1023/A:1007361708126},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GiordanaNSB97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/NeriST97,
author = {Filippo Neri and
Lorenza Saitta and
Andr{\'{e}}e Tiberghien},
editor = {Maurizio Lenzerini},
title = {Modelling Conceptual Change: An Interdisciplinary Approach},
booktitle = {AI*IA 97: Advances in Artificial Intelligence, 5th Congress of the
Italian Association for Artificial Intelligence, Rome, Italy, September
17-19, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1321},
pages = {1--12},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-63576-9\_91},
doi = {10.1007/3-540-63576-9\_91},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aiia/NeriST97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icga/AnglanoGBS97,
author = {Cosimo Anglano and
Attilio Giordana and
Giuseppe Lo Bello and
Lorenza Saitta},
editor = {Thomas B{\"{a}}ck},
title = {A Network Genetic Algorithm for Concept Learning},
booktitle = {Proceedings of the 7th International Conference on Genetic Algorithms,
East Lansing, MI, USA, July 19-23, 1997},
pages = {434--441},
publisher = {Morgan Kaufmann},
year = {1997},
timestamp = {Mon, 02 Sep 2002 13:45:55 +0200},
biburl = {https://dblp.org/rec/conf/icga/AnglanoGBS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/SaittaNT97,
author = {Lorenza Saitta and
Filippo Neri and
Andr{\'{e}}e Tiberghien},
editor = {Zbigniew W. Ras and
Andrzej Skowron},
title = {World Model Construction in Children during Physics Learning},
booktitle = {Foundations of Intelligent Systems, 10th International Symposium,
{ISMIS} '97, Charlotte, North Carolina, USA, October 15-18, 1997,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1325},
pages = {127--136},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-63614-5\_12},
doi = {10.1007/3-540-63614-5\_12},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/SaittaNT97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/GiordanaSB97,
author = {Attilio Giordana and
Lorenza Saitta and
Giuseppe Lo Bello},
editor = {Zbigniew W. Ras and
Andrzej Skowron},
title = {A Coevolutionary Approach to Concept Learning},
booktitle = {Foundations of Intelligent Systems, 10th International Symposium,
{ISMIS} '97, Charlotte, North Carolina, USA, October 15-18, 1997,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1325},
pages = {257--266},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-63614-5\_25},
doi = {10.1007/3-540-63614-5\_25},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismis/GiordanaSB97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scie/NeriS97,
author = {Filippo Neri and
Lorenza Saitta},
editor = {Maria Teresa Pazienza},
title = {Machine Learning for Information Extraction},
booktitle = {Information Extraction: {A} Multidisciplinary Approach to an Emerging
Information Technology, International Summer School, SCIE-97, Frascati,
Italy, 14-18, 1997},
series = {Lecture Notes in Computer Science},
volume = {1299},
pages = {171--191},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-63438-X\_9},
doi = {10.1007/3-540-63438-X\_9},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/scie/NeriS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/Saitta96,
author = {Lorenza Saitta},
title = {Representation Change in Machine Learning},
journal = {{AI} Commun.},
volume = {9},
number = {1},
pages = {14--20},
year = {1996},
url = {https://doi.org/10.3233/AIC-1996-9102},
doi = {10.3233/AIC-1996-9102},
timestamp = {Thu, 18 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aicom/Saitta96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/NeriS96,
author = {Filippo Neri and
Lorenza Saitta},
title = {An Analysis of the "Universal Suffrage" Selection Operator},
journal = {Evol. Comput.},
volume = {4},
number = {1},
pages = {87--107},
year = {1996},
url = {https://doi.org/10.1162/evco.1996.4.1.87},
doi = {10.1162/EVCO.1996.4.1.87},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/NeriS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/NeriS96,
author = {Filippo Neri and
Lorenza Saitta},
title = {Exploring the Power of Genetic Search in Learning Symbolic Classifiers},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {18},
number = {11},
pages = {1135--1141},
year = {1996},
url = {https://doi.org/10.1109/34.544085},
doi = {10.1109/34.544085},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/NeriS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/GiordanaNS96,
author = {Attilio Giordana and
Filippo Neri and
Lorenza Saitta},
editor = {Zbigniew W. Ras and
Maciej Michalewicz},
title = {A Fine-Grained Parallel Evolutionary Program for Concept Induction},
booktitle = {Foundations of Intelligent Systems, 9th International Symposium, {ISMIS}
'96, Zakopane, Poland, June 9-13, 1996, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1079},
pages = {168--177},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-61286-6\_142},
doi = {10.1007/3-540-61286-6\_142},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismis/GiordanaNS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/1996,
editor = {Lorenza Saitta},
title = {Machine Learning, Proceedings of the Thirteenth International Conference
{(ICML} '96), Bari, Italy, July 3-6, 1996},
publisher = {Morgan Kaufmann},
year = {1996},
isbn = {1-55860-419-7},
timestamp = {Fri, 16 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/1996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icga/NeriS95,
author = {Filippo Neri and
Lorenza Saitta},
editor = {Larry J. Eshelman},
title = {Analysis of Genetic Algorithms Evolution under Pure Selection},
booktitle = {Proceedings of the 6th International Conference on Genetic Algorithms,
Pittsburgh, PA, USA, July 15-19, 1995},
pages = {32--41},
publisher = {Morgan Kaufmann},
year = {1995},
timestamp = {Wed, 04 Sep 2002 07:28:28 +0200},
biburl = {https://dblp.org/rec/conf/icga/NeriS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/GiordanaSZ94,
author = {Attilio Giordana and
Lorenza Saitta and
Floriano Zini},
editor = {Anthony G. Cohn},
title = {Learning Disjunctive Concept Definitions Using a Genetic Algorithm},
booktitle = {Proceedings of the Eleventh European Conference on Artificial Intelligence,
Amsterdam, The Netherlands, August 8-12, 1994},
pages = {483--486},
publisher = {John Wiley and Sons, Chichester},
year = {1994},
timestamp = {Tue, 20 Jun 2023 09:03:42 +0200},
biburl = {https://dblp.org/rec/conf/ecai/GiordanaSZ94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/NeriS94,
author = {Filippo Neri and
Lorenza Saitta},
editor = {Francesco Bergadano and
Luc De Raedt},
title = {Knowledge Representation in Machine Learning},
booktitle = {Machine Learning: ECML-94, European Conference on Machine Learning,
Catania, Italy, April 6-8, 1994, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {784},
pages = {20--27},
publisher = {Springer},
year = {1994},
url = {https://doi.org/10.1007/3-540-57868-4\_48},
doi = {10.1007/3-540-57868-4\_48},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/NeriS94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icec/GiordanaSZ94,
author = {Attilio Giordana and
Lorenza Saitta and
Floriano Zini},
title = {Learning Disjunctive Concepts with Distributed Genetic Algorithms},
booktitle = {Proceedings of the First {IEEE} Conference on Evolutionary Computation,
{IEEE} World Congress on Computational Intelligence, Orlando, Florida,
USA, June 27-29, 1994},
pages = {115--119},
publisher = {{IEEE}},
year = {1994},
url = {https://doi.org/10.1109/ICEC.1994.350031},
doi = {10.1109/ICEC.1994.350031},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icec/GiordanaSZ94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GiordanaSZ94,
author = {Attilio Giordana and
Lorenza Saitta and
Floriano Zini},
editor = {William W. Cohen and
Haym Hirsh},
title = {Learning Disjunctive Concepts by Means of Genetic Algorithms},
booktitle = {Machine Learning, Proceedings of the Eleventh International Conference,
Rutgers University, New Brunswick, NJ, USA, July 10-13, 1994},
pages = {96--104},
publisher = {Morgan Kaufmann},
year = {1994},
url = {https://doi.org/10.1016/b978-1-55860-335-6.50020-9},
doi = {10.1016/B978-1-55860-335-6.50020-9},
timestamp = {Mon, 24 Jun 2019 13:56:31 +0200},
biburl = {https://dblp.org/rec/conf/icml/GiordanaSZ94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/GiordanaNS94,
author = {Attilio Giordana and
Filippo Neri and
Lorenza Saitta},
editor = {Zbigniew W. Ras and
Maria Zemankova},
title = {Formal Models of Selection in Genetic Algorithms},
booktitle = {Methodologies for Intelligent Systems, 8th International Symposium,
{ISMIS} '94, Charlotte, North Carolina, USA, October 16-19, 1994,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {869},
pages = {124--133},
publisher = {Springer},
year = {1994},
url = {https://doi.org/10.1007/3-540-58495-1\_13},
doi = {10.1007/3-540-58495-1\_13},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/GiordanaNS94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SaittaBN93,
author = {Lorenza Saitta and
Marco Botta and
Filippo Neri},
title = {Multistrategy Learning and Theory Revision},
journal = {Mach. Learn.},
volume = {11},
pages = {153--172},
year = {1993},
url = {https://doi.org/10.1007/BF00993075},
doi = {10.1007/BF00993075},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SaittaBN93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/SaittaB93,
author = {Lorenza Saitta and
Francesco Bergadano},
title = {Pattern Recognition and Valiant's Learning Framework},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {15},
number = {2},
pages = {145--155},
year = {1993},
url = {https://doi.org/10.1109/34.192486},
doi = {10.1109/34.192486},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/SaittaB93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GiordanaSBBM93,
author = {Attilio Giordana and
Lorenza Saitta and
Francesco Bergadano and
Filippo Brancadori and
Davide De Marchi},
title = {{ENIGMA:} {A} System That Learns Diagnostic Knowledge},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {5},
number = {1},
pages = {15--28},
year = {1993},
url = {https://doi.org/10.1109/69.204088},
doi = {10.1109/69.204088},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GiordanaSBBM93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/FaureFS93,
author = {Claudie Faure and
Simonetta Frediani and
Lorenza Saitta},
title = {A semiautomated methodology for knowledge elicitation},
journal = {{IEEE} Trans. Syst. Man Cybern.},
volume = {23},
number = {2},
pages = {346--356},
year = {1993},
url = {https://doi.org/10.1109/21.229448},
doi = {10.1109/21.229448},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/FaureFS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/GiordanaSCB93,
author = {Attilio Giordana and
Lorenza Saitta and
M. E. Campidoglio and
Giuseppe Lo Bello},
editor = {Pietro Torasso},
title = {Learning Relations Using Genetic Algorithms},
booktitle = {Advances in Artificial Intelligence, Third Congress of the Italian
Association for Artificial Intelligence, AI*IA'93, Torino, Italy,
October 26-28, 1993, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {728},
pages = {218--229},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/3-540-57292-9\_60},
doi = {10.1007/3-540-57292-9\_60},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/aiia/GiordanaSCB93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/GiordanaSB93,
author = {Attilio Giordana and
Lorenza Saitta and
Cristina Baroglio},
editor = {Henryk Jan Komorowski and
Zbigniew W. Ras},
title = {Learning Simple Recursive Theories},
booktitle = {Methodologies for Intelligent Systems, 7th International Symposium,
{ISMIS} '93, Trondheim, Norway, June 15-18, 1993, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {689},
pages = {425--434},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/3-540-56804-2\_40},
doi = {10.1007/3-540-56804-2\_40},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/GiordanaSB93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmms/BottaS92,
author = {Marco Botta and
Lorenza Saitta},
title = {Use of Causal Models and Abduction in Learning Diagnostic Knowledge},
journal = {Int. J. Man Mach. Stud.},
volume = {36},
number = {2},
pages = {289--307},
year = {1992},
url = {https://doi.org/10.1016/0020-7373(92)90019-H},
doi = {10.1016/0020-7373(92)90019-H},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmms/BottaS92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/BaroglioGS92,
author = {Cristina Baroglio and
Attilio Giordana and
Lorenza Saitta},
title = {Learning Mutually Dependent Relations},
journal = {J. Intell. Inf. Syst.},
volume = {1},
number = {2},
pages = {159--176},
year = {1992},
url = {https://doi.org/10.1007/BF00962281},
doi = {10.1007/BF00962281},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/BaroglioGS92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/BottaGS92,
author = {Marco Botta and
Attilio Giordana and
Lorenza Saitta},
editor = {Bernd Neumann},
title = {Comparison of Search Strategies in Learning Relations},
booktitle = {10th European Conference on Artificial Intelligence, {ECAI} 92, Vienna,
Austria, August 3-7, 1992. Proceedings},
pages = {451--455},
publisher = {John Wiley and Sons},
year = {1992},
timestamp = {Wed, 31 Jul 2019 08:44:58 +0200},
biburl = {https://dblp.org/rec/conf/ecai/BottaGS92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0070653,
author = {Francesco Bergadano and
Attilio Giordana and
Lorenza Saitta},
title = {Machine learning - an integrated framework and its applications},
series = {Ellis Horwood series in artificial intelligence},
publisher = {Ellis Horwood},
year = {1991},
isbn = {978-0-13-541749-2},
timestamp = {Tue, 19 Apr 2011 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0070653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GemelloMS91,
author = {Roberto Gemello and
Franco Mana and
Lorenza Saitta},
title = {Rigel: An Inductive Learning System},
journal = {Mach. Learn.},
volume = {6},
pages = {7--35},
year = {1991},
url = {https://doi.org/10.1023/A:1022637916400},
doi = {10.1023/A:1022637916400},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GemelloMS91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/BottaBRSS91,
author = {Marco Botta and
Filippo Brancadori and
S. Ravotto and
Lorenza Saitta and
S. B. Sperotto},
editor = {Edoardo Ardizzone and
Salvatore Gaglio and
Filippo Sorbello},
title = {Use of a Causal Model to Learn Diagnostic Knowledge in a Real Domain},
booktitle = {Trends in Artificial Intelligence, 2nd Congress of the Italian Association
for Artificial Intelligence, AI*IA, Palermo, Italy, October, 29-31,
1991, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {549},
pages = {228--237},
publisher = {Springer},
year = {1991},
url = {https://doi.org/10.1007/3-540-54712-6\_235},
doi = {10.1007/3-540-54712-6\_235},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/aiia/BottaBRSS91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/GiordanaSFPR91,
author = {Attilio Giordana and
Lorenza Saitta and
R. Finelli and
M. Paderni and
Davide Roverso},
editor = {Edoardo Ardizzone and
Salvatore Gaglio and
Filippo Sorbello},
title = {Extending Inverse Resolution to Build Up Abstractions},
booktitle = {Trends in Artificial Intelligence, 2nd Congress of the Italian Association
for Artificial Intelligence, AI*IA, Palermo, Italy, October, 29-31,
1991, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {549},
pages = {238--247},
publisher = {Springer},
year = {1991},
url = {https://doi.org/10.1007/3-540-54712-6\_236},
doi = {10.1007/3-540-54712-6\_236},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aiia/GiordanaSFPR91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/GiordanaRS91,
author = {Attilio Giordana and
Davide Roverso and
Lorenza Saitta},
editor = {Yves Kodratoff},
title = {Abstracting Background Knowledge for Concept Learning},
booktitle = {Machine Learning - EWSL-91, European Working Session on Learning,
Porto, Portugal, March 6-8, 1991, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {482},
pages = {1--13},
publisher = {Springer},
year = {1991},
url = {https://doi.org/10.1007/BFb0017000},
doi = {10.1007/BFB0017000},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/GiordanaRS91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Saitta91,
author = {Lorenza Saitta},
editor = {Yves Kodratoff},
title = {Panel: Causality and Learning},
booktitle = {Machine Learning - EWSL-91, European Working Session on Learning,
Porto, Portugal, March 6-8, 1991, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {482},
pages = {345},
publisher = {Springer},
year = {1991},
url = {https://doi.org/10.1007/BFb0017026},
doi = {10.1007/BFB0017026},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Saitta91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GiordanaSR91,
author = {Attilio Giordana and
Lorenza Saitta and
Davide Roverso},
editor = {Lawrence Birnbaum and
Gregg Collins},
title = {Abstracting Concepts with Inverse Resolution},
booktitle = {Proceedings of the Eighth International Workshop (ML91), Northwestern
University, Evanston, Illinois, {USA}},
pages = {142--146},
publisher = {Morgan Kaufmann},
year = {1991},
url = {https://doi.org/10.1016/b978-1-55860-200-7.50032-5},
doi = {10.1016/B978-1-55860-200-7.50032-5},
timestamp = {Wed, 19 Jun 2019 17:09:09 +0200},
biburl = {https://dblp.org/rec/conf/icml/GiordanaSR91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BottaRSS91,
author = {Marco Botta and
S. Ravotto and
Lorenza Saitta and
S. B. Sperotto},
editor = {Lawrence Birnbaum and
Gregg Collins},
title = {Improving Learning Using Causality and Abduction},
booktitle = {Proceedings of the Eighth International Workshop (ML91), Northwestern
University, Evanston, Illinois, {USA}},
pages = {480--484},
publisher = {Morgan Kaufmann},
year = {1991},
url = {https://doi.org/10.1016/b978-1-55860-200-7.50098-2},
doi = {10.1016/B978-1-55860-200-7.50098-2},
timestamp = {Wed, 19 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BottaRSS91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/ConsoleGS91,
author = {Luca Console and
Attilio Giordana and
Lorenza Saitta},
editor = {Zbigniew W. Ras and
Maria Zemankova},
title = {Investigating the Relationships between Abduction and Inverse Resolution
in Proposition Calculus},
booktitle = {Methodologies for Intelligent Systems, 6th International Symposium,
{ISMIS} '91, Charlotte, N.C., USA, October 16-19, 1991, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {542},
pages = {316--325},
publisher = {Springer},
year = {1991},
url = {https://doi.org/10.1007/3-540-54563-8\_95},
doi = {10.1007/3-540-54563-8\_95},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/ConsoleGS91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/mit/PF91/BergadanoGSBM91,
author = {Francesco Bergadano and
Attilio Giordana and
Lorenza Saitta and
Filippo Brancadori and
Davide De Marchi},
editor = {Gregory Piatetsky{-}Shapiro and
William J. Frawley},
title = {Integrated Learning in a Real Domain},
booktitle = {Knowledge Discovery in Databases},
pages = {277--288},
publisher = {{AAAI/MIT} Press},
year = {1991},
timestamp = {Sat, 03 Aug 2019 19:21:51 +0200},
biburl = {https://dblp.org/rec/books/mit/PF91/BergadanoGSBM91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/BergadanoGS90,
author = {Francesco Bergadano and
Attilio Giordana and
Lorenza Saitta},
title = {Biasing Induction by Using a Domain Theory: An Experimental Evaluation},
booktitle = {9th European Conference on Artificial Intelligence, {ECAI} 1990, Stockholm,
Sweden, 1990},
pages = {84--89},
year = {1990},
timestamp = {Tue, 30 Jul 2019 13:42:21 +0200},
biburl = {https://dblp.org/rec/conf/ecai/BergadanoGS90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BergadanoGSMB90,
author = {Francesco Bergadano and
Attilio Giordana and
Lorenza Saitta and
Davide De Marchi and
Filippo Brancadori},
editor = {Bruce W. Porter and
Raymond J. Mooney},
title = {Integrated Learning in a real Domain},
booktitle = {Machine Learning, Proceedings of the Seventh International Conference
on Machine Learning, Austin, Texas, USA, June 21-23, 1990},
pages = {322--329},
publisher = {Morgan Kaufmann},
year = {1990},
url = {https://doi.org/10.1016/b978-1-55860-141-3.50042-0},
doi = {10.1016/B978-1-55860-141-3.50042-0},
timestamp = {Thu, 25 Jul 2019 17:43:05 +0200},
biburl = {https://dblp.org/rec/conf/icml/BergadanoGSMB90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/BergadanoGS90,
author = {Francesco Bergadano and
Attilio Giordana and
Lorenza Saitta},
title = {Mechanical Analysis},
publisher = {{UCI} Machine Learning Repository},
year = {1990},
month = may,
howpublished = {\url{https://doi.org/10.24432/C5VG74}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.24432/C5VG74},
doi = {10.24432/C5VG74},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/BergadanoGS90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/LesmoST89,
author = {Leonardo Lesmo and
Lorenza Saitta and
Pietro Torasso},
title = {Dealing with uncertain knowledge in medical decision-making: {A} case
study in hepatology},
journal = {Artif. Intell. Medicine},
volume = {1},
number = {3},
pages = {105--116},
year = {1989},
url = {https://doi.org/10.1016/0933-3657(89)90001-8},
doi = {10.1016/0933-3657(89)90001-8},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/LesmoST89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BergadanoGS89,
author = {Francesco Bergadano and
Attilio Giordana and
Lorenza Saitta},
title = {Knowledge representation and use in pattern analysis},
journal = {Inf. Sci.},
volume = {47},
number = {1},
pages = {1--16},
year = {1989},
url = {https://doi.org/10.1016/0020-0255(89)90040-6},
doi = {10.1016/0020-0255(89)90040-6},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/BergadanoGS89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/BergadanoGS88,
author = {Francesco Bergadano and
Attilio Giordana and
Lorenza Saitta},
title = {Automated Concept Acquisition in Noisy Environments},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {10},
number = {4},
pages = {555--578},
year = {1988},
url = {https://doi.org/10.1109/34.3917},
doi = {10.1109/34.3917},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/BergadanoGS88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/BergadanoGS88,
author = {Francesco Bergadano and
Attilio Giordana and
Lorenza Saitta},
editor = {Yves Kodratoff},
title = {Concept Acquisition in an Integrated {EBL} and {SBL} Environment},
booktitle = {8th European Conference on Artificial Intelligence, {ECAI} 1988, Munich,
Germany, August 1-5, 1988, Proceedings},
pages = {363--368},
publisher = {Pitmann Publishing, London},
year = {1988},
timestamp = {Tue, 30 Jul 2019 13:42:25 +0200},
biburl = {https://dblp.org/rec/conf/ecai/BergadanoGS88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BottaS88,
author = {Marco Botta and
Lorenza Saitta},
editor = {Derek H. Sleeman},
title = {Improving Knowledge-Based System Performance by Experience},
booktitle = {Proceedings of the Third European Working Session on Learning, {EWSL}
1988, Turing Institute, Glasgow, UK, October 3-5, 1988},
pages = {15--23},
publisher = {Pitman Publishing},
year = {1988},
timestamp = {Wed, 31 May 2017 09:00:17 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BottaS88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipmu/1988,
editor = {Bernadette Bouchon{-}Meunier and
Lorenza Saitta and
Ronald R. Yager},
title = {Uncertainty and Intelligent Systems, 2nd International Conference
on Information Processing and Management of Uncertainty in Knowledge-Based
Systems, {IPMU} '88, Urbino, Italy, July 4-7, 1988, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {313},
publisher = {Springer},
year = {1988},
url = {https://doi.org/10.1007/3-540-19402-9},
doi = {10.1007/3-540-19402-9},
isbn = {3-540-19402-9},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmu/1988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/1988,
editor = {Zbigniew W. Ras and
Lorenza Saitta},
title = {Methodologies for Intelligent Systems, 3, Proceedings of the Third
International Symposium on Methodologies for Intelligent Systems,
Turin, Italy, October 12-15, 1988},
publisher = {North-Holland/Elsevier},
year = {1988},
isbn = {0-444-01461-6},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismis/1988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/BergadanoS87,
author = {Francesco Bergadano and
Lorenza Saitta},
title = {A General Framework for Knowledge-Based Pattern Recognition},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {1},
number = {2},
pages = {189--206},
year = {1987},
url = {https://doi.org/10.1142/S021800148700014X},
doi = {10.1142/S021800148700014X},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/BergadanoS87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/BergadanoGS87,
author = {Francesco Bergadano and
Attilio Giordana and
Lorenza Saitta},
editor = {Zbigniew W. Ras and
Maria Zemankova},
title = {Integrating {EBL} and {SBL} Approaches to Knowledge Base Refinement},
booktitle = {Methodologies for Intelligent Systems, Proceedings of the Second International
Symposium, Charlotte, North Carolina, USA, October 14-17, 1987},
pages = {309--316},
publisher = {North-Holland/Elsevier},
year = {1987},
timestamp = {Mon, 22 May 2017 09:57:27 +0200},
biburl = {https://dblp.org/rec/conf/ismis/BergadanoGS87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmms/GiordanaSL86,
author = {Attilio Giordana and
Lorenza Saitta and
Pietro Laface},
title = {Discrimination of Words in a Large Vocabulary Using Phonetic Descriptions},
journal = {Int. J. Man Mach. Stud.},
volume = {24},
number = {5},
pages = {453--473},
year = {1986},
url = {https://doi.org/10.1016/S0020-7373(86)80003-7},
doi = {10.1016/S0020-7373(86)80003-7},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmms/GiordanaSL86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/FredianiS86,
author = {Simonetta Frediani and
Lorenza Saitta},
editor = {Bernadette Bouchon{-}Meunier and
Ronald R. Yager},
title = {Knowledge base organization in expert systems},
booktitle = {Uncertainty in Knowledge-Based Systems, International Conference on
Information Processing and Management of Uncertainty in Knowledge-Based
Systems, {IPMU} '86, Paris, France, June 30 - July 4, 1986, Selected
and Extended Contributions},
series = {Lecture Notes in Computer Science},
volume = {286},
pages = {217--224},
publisher = {Springer},
year = {1986},
url = {https://doi.org/10.1007/3-540-18579-8\_21},
doi = {10.1007/3-540-18579-8\_21},
timestamp = {Fri, 17 Jul 2020 16:12:47 +0200},
biburl = {https://dblp.org/rec/conf/ipmu/FredianiS86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/FredianiS86,
author = {Simonetta Frediani and
Lorenza Saitta},
editor = {Zbigniew W. Ras and
Maria Zemankova},
title = {Knowledge base organization in expert systems},
booktitle = {Proceedings of the {ACM} {SIGART} International Symposium on Methodologies
for Intelligent Systems, {ISMIS} 1986, Knoxville, Tennessee, USA,
October 22-24, 1986},
pages = {19--27},
publisher = {{ACM}},
year = {1986},
url = {https://doi.org/10.1145/12808.12812},
doi = {10.1145/12808.12812},
timestamp = {Fri, 25 Mar 2022 14:23:58 +0100},
biburl = {https://dblp.org/rec/conf/ismis/FredianiS86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmms/LesmoST85,
author = {Leonardo Lesmo and
Lorenza Saitta and
Pietro Torasso},
title = {Evidence Combination in Expert Systems},
journal = {Int. J. Man Mach. Stud.},
volume = {22},
number = {3},
pages = {307--326},
year = {1985},
url = {https://doi.org/10.1016/S0020-7373(85)80006-7},
doi = {10.1016/S0020-7373(85)80006-7},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmms/LesmoST85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GiordanaS85,
author = {Attilio Giordana and
Lorenza Saitta},
title = {Modelling Production Systems by means of Predicate-Transitions Networks},
journal = {Inf. Sci.},
volume = {35},
number = {1},
pages = {1--41},
year = {1985},
url = {https://doi.org/10.1016/0020-0255(85)90039-8},
doi = {10.1016/0020-0255(85)90039-8},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GiordanaS85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GiordanaS85a,
author = {Attilio Giordana and
Lorenza Saitta},
title = {An expert system oriented to complex pattern recognition problems},
journal = {Inf. Sci.},
volume = {36},
number = {1-2},
pages = {157--177},
year = {1985},
url = {https://doi.org/10.1016/0020-0255(85)90029-5},
doi = {10.1016/0020-0255(85)90029-5},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GiordanaS85a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/GiordanaS85,
author = {Attilio Giordana and
Lorenza Saitta},
title = {A non-left-to-right, non-directional parser for ambiguous lattices},
journal = {Pattern Recognit. Lett.},
volume = {3},
number = {2},
pages = {105--111},
year = {1985},
url = {https://doi.org/10.1016/0167-8655(85)90016-9},
doi = {10.1016/0167-8655(85)90016-9},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/GiordanaS85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MoriGLS84,
author = {Renato de Mori and
Attilio Giordana and
Pietro Laface and
Lorenza Saitta},
title = {An expert system for mapping acoustic cues into phonetic features},
journal = {Inf. Sci.},
volume = {33},
number = {1-2},
pages = {115--155},
year = {1984},
url = {https://doi.org/10.1016/0020-0255(84)90044-6},
doi = {10.1016/0020-0255(84)90044-6},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/MoriGLS84.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmms/Saitta83,
author = {Lorenza Saitta},
title = {Experiments in Evidence Composition in a Speech Understanding System},
journal = {Int. J. Man Mach. Stud.},
volume = {19},
number = {1},
pages = {19--31},
year = {1983},
url = {https://doi.org/10.1016/S0020-7373(83)80039-X},
doi = {10.1016/S0020-7373(83)80039-X},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmms/Saitta83.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MoriGSL82,
author = {Renato de Mori and
Attilio Giordana and
Lorenza Saitta and
Pietro Laface},
editor = {David L. Waltz},
title = {An Expert System for Interpreting Speech Patterns},
booktitle = {Proceedings of the National Conference on Artificial Intelligence,
Pittsburgh, PA, USA, August 18-20, 1982},
pages = {107--110},
publisher = {{AAAI} Press},
year = {1982},
url = {http://www.aaai.org/Library/AAAI/1982/aaai82-026.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MoriGSL82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/MoriCLS82,
author = {Renato de Mori and
Attilio Giordana and
Pietro Laface and
Lorenza Saitta},
title = {An Expert System for Speech Decoding},
booktitle = {5th European Conference on Artificial Intelligence, {ECAI} 1982, Paris,
1982, Proceedings},
pages = {127--132},
year = {1982},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/MoriCLS82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MoriS80,
author = {Renato de Mori and
Lorenza Saitta},
title = {Automatic learning of fuzzy naming relations over finite languages},
journal = {Inf. Sci.},
volume = {21},
number = {2},
pages = {93--139},
year = {1980},
url = {https://doi.org/10.1016/0020-0255(80)90001-8},
doi = {10.1016/0020-0255(80)90001-8},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/MoriS80.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ita/Dezani-CiancagliniRS79,
author = {Mariangiola Dezani{-}Ciancaglini and
Simona Ronchi Della Rocca and
Lorenza Saitta},
title = {Complexity of lambda-term reductions},
journal = {{RAIRO} Theor. Informatics Appl.},
volume = {13},
number = {3},
pages = {257--287},
year = {1979},
url = {https://doi.org/10.1051/ita/1979130302571},
doi = {10.1051/ITA/1979130302571},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ita/Dezani-CiancagliniRS79.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MoriS79,
author = {Renato de Mori and
Lorenza Saitta},
editor = {Bruce G. Buchanan},
title = {Scheduling of Processes in a Speech Understanding System Based on
Approximate Reasoning},
booktitle = {Proceedings of the Sixth International Joint Conference on Artificial
Intelligence, {IJCAI} 79, Tokyo, Japan, August 20-23, 1979, 2 Volumes},
pages = {204--207},
publisher = {William Kaufmann},
year = {1979},
timestamp = {Tue, 20 Aug 2019 16:16:26 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MoriS79.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Saitta78,
author = {Lorenza Saitta},
title = {Fuzzy semantic network for a speech understanding system - an experimental
study},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '78, Tulsa, Oklahoma, USA, April 10-12, 1978},
pages = {433--436},
publisher = {{IEEE}},
year = {1978},
url = {https://doi.org/10.1109/ICASSP.1978.1170452},
doi = {10.1109/ICASSP.1978.1170452},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Saitta78.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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