Marco Botta - researchr alias

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2010

Structured Hidden Markov Model versus String Kernel Machines for Symbolic Sequence ClassificationUgo Galassi, Marco Botta, Lorenza Saitta. In Jacek Koronacki, Zbigniew W. Ras, Slawomir T. Wierzchon, Janusz Kacprzyk, editors, Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski. Volume 262 of Studies in Computational Intelligence, pages 275-295, Springer, 2010. [doi]

Non-intrusive Detection of Driver Distraction using Machine Learning AlgorithmsFabio Tango, Marco Botta, Luca Minin, Roberto Montanari. ecai 2010: 157-162 [doi]

Gene Ontology Rewritten for Computing Gene Functional SimilarityAlessia Visconti, Francesca Cordero, Marco Botta, Raffaele Calogero. cisis 2010: 694-699 [doi]

2009

Multiple Sequence Alignment with Genetic AlgorithmsMarco Botta, Guido Negro. cibb 2010: 206-214 [doi]

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

A new protein motif extraction framework based on constrained co-clusteringFrancesca Cordero, Alessia Visconti, Marco Botta. SAC 2009: 776-781 [doi]

Ontology-Driven Co-clustering of Gene Expression DataFrancesca Cordero, Ruggero G. Pensa, Alessia Visconti, Dino Ienco, Marco Botta. aiia 2009: 426-435 [doi]

ML Techniques for the Classification of Car-Following ManeuverFabio Tango, Marco Botta. aiia 2009: 395-404 [doi]

Evaluation of Distraction in a Driver-Vehicle-Environment Framework: An Application of Different Data-Mining TechniquesFabio Tango, Marco Botta. incdm 2009: 176-190 [doi]

2008

Peer-to-Peer Desktop Grids in the Real World: The ShareGrid ProjectCosimo Anglano, Massimo Canonico, Marco Guazzone, Marco Botta, Sergio Rabellino, Simone Arena, Guglielmo Girardi. ccgrid 2008: 609-614 [doi]

Using PageRank in Feature SelectionDino Ienco, Rosa Meo, Marco Botta. sebd 2008: 93-100

2007

Hierarchical Hidden Markov Models for User/Process Profile LearningUgo Galassi, Marco Botta, Attilio Giordana. FUIN, 78(4):487-505, 2007. [doi]

Incremental Extraction of Association Rules in Applicative DomainsArianna Gallo, Roberto Esposito, Rosa Meo, Marco Botta. aai, 21(4&5):297-315, 2007. [doi]

2006

Answering constraint-based mining queries on itemsets using previous materialized resultsRoberto Esposito, Rosa Meo, Marco Botta. jiis, 26(1):95-111, 2006. [doi]

A Methodological Contribution to Music Sequences AnalysisDaniele P. Radicioni, Marco Botta. ismis 2006: 409-418 [doi]

2005

2004

Learning Complex and Sparse Events in Long SequencesMarco Botta, Ugo Galassi, Attilio Giordana. ecai 2004: 425-429

Query Languages Supporting Descriptive Rule Mining: A Comparative StudyMarco Botta, Jean-François Boulicaut, Cyrille Masson, Rosa Meo. cinq 2004: 24-51 [doi]

RRE: a tool for the extraction of non-coding regions surrounding annotated genes from genomic datasetsFulvio Lazzarato, Giuliana Franceschinis, Marco Botta, Francesca Cordero, Raffaele Calogero. bioinformatics, 20(16):2848-2850, 2004. [doi]

A Novel Incremental Approach to Association Rules Mining in Inductive DatabasesRosa Meo, Marco Botta, Roberto Esposito, Arianna Gallo. cinq 2005: 267-294 [doi]

Query Rewriting in Itemset MiningRosa Meo, Marco Botta, Roberto Esposito. fqas 2004: 111-124 [doi]

Customer information sharing between e-commerce applicationsBarbara Negro, Angelo Difino, Fabio Bellifemine, Giovanna Petrone, Luca Di Costa, Marco Botta, Liliana Ardissono. woa 2004: 5-12

2003

Relational Learning as Search in a Critical RegionMarco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag. jmlr, 4:431-463, 2003. [doi]

Large Scale Prediction of Protein Interactions by a SVM-Based MethodFrancesco Marangoni, Matteo Barberis, Marco Botta. wirn 2003: 296-301 [doi]

2002

NOW G-Net: learning classification programs on networks of workstationsCosimo Anglano, Marco Botta. tec, 6(5):463-480, 2002.

A Comparison between Query Languages for the Extraction of Association RulesMarco Botta, Jean-François Boulicaut, Cyrille Masson, Rosa Meo. dawak 2002: 1-10 [doi]

Recognizing and Discovering Complex Events in SequencesAttilio Giordana, Paolo Terenziani, Marco Botta. ismis 2002: 374-382 [doi]

2001

Resampling vs Reweighting in Boosting a Relational Weak LearnerMarco Botta. aiia 2001: 70-80 [doi]

2000

Refining Numerical Constants in First Order Logic TheoriesMarco Botta, Roberto Piola. ml, 38(1-2):109-131, 2000.

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

Can Relational Learning Scale Up?Attilio Giordana, Lorenza Saitta, Michèle Sebag, Marco Botta. ismis 2000: 31-39 [doi]

1999

Relational Learning: Hard Problems and Phase TransitionsMarco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag. aiia 2000: 178-189 [doi]

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

1998

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

1997

1995

Multiple Predicate Learning with RTLCristina Baroglio, Marco Botta. aiia 1995: 44-55

1994

Learning First Order TheoriesMarco Botta. ismis 1994: 356-365

1993

Learning Relations: An Evaluation of Search StrategiesCristina Baroglio, Marco Botta, Attilio Giordana. FUIN, 18:221-232, 1993.

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

Multistrategy Learning and Theory RevisionLorenza Saitta, Marco Botta, Filippo Neri. ml, 11:153-172, 1993.

1992

Comparison of Search Strategies in Learning RelationsMarco Botta, Attilio Giordana, Lorenza Saitta. ecai 1992: 451-455

Use of Causal Models and Abduction in Learning Diagnostic KnowledgeMarco Botta, Lorenza Saitta. ijmms, 36(2):289-307, 1992.

1991

Improving Learning Using Causality and AbductionMarco Botta, S. Ravotto, Lorenza Saitta, S. B. Sperotto. icml 1991: 480-484

Use of a Causal Model to Learn Diagnostic Knowledge in a Real DomainMarco Botta, Filippo Brancadori, S. Ravotto, Lorenza Saitta, S. B. Sperotto. aiia 1991: 228-237

Learning Quantitative Features in a Symbolic EnvironmentMarco Botta, Attilio Giordana. ismis 1991: 296-305

1988

Constructive Learning in Conjunctive Concept CharacterizationMarco Botta. ismis 1988: 293-302

Improving Knowledge-Based System Performance by ExperienceMarco Botta, Lorenza Saitta. ecml 1988: 15-23