Relational Learning as Search in a Critical Region.

Autor: Botta, Marco¹ BOTTA@DI.UNITO.IT, Giordana, Attilio² ATTILIO@MFN.UNIPMN.IT, Saitta, Lorenza² SAITTA@MFN.UNIPMN.IT, Sebag, Michèle³ MICHELE.SEBAG@LRI.FR

Publikováno v: Journal of Machine Learning Research. 5/15/2004, Vol. 4 Issue 4, p431-463. 33p.

Phase transitions in machine learning [electronic resource] / Lorenza Saitta, Attilio Giordana, Antoine Cornuéjols.

Autor: Saitta, L. (Lorenza), 1944-

Externí odkaz: Kolekce e-knih KNAV Registrovani uzivatele: plny text online 5 minut, dalsi pristup na vyzadani. Registered users: full text online 5 minutes, further access on request.

Analyzing Relational Learning in the Phase Transition Framework

Autor: Giordana, Attilio, Saitta, Lorenza, Sebag, Michèle, Botta, Marco

Publikováno v: Proc. of the Seventeenth International Conference on Machine Learning
17th International Conference on Machine Learning
17th International Conference on Machine Learning, 2000, Paris, France. pp.311-318

A key step of relational learning is testing whether a candidate hypothesis covers a given example. The covering test is equivalent to a Constraint Satisfaction Problem (CSP), which shows a phase transition in correspondence of critical values of som

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::31e1607490b8f1e8d812e8bca81e28ae
https://hal.archives-ouvertes.fr/hal-00116117

Learning fuzzy controllers from examples

Autor: Baroglio, Cristina, Giordana, Attilio, Giuseppe Lo Bello, Roberto, Piola

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______970::01a8e74293d56b7d82dcce99951b4135
http://hdl.handle.net/2318/114091

Modeling Ant Activity by Means of Structured HMMs.

Autor: Cabanes, Guenael, Fresnau, Dominique, Galassi, Ugo, Giordana, Attilio

Publikováno v: Foundations of Intelligent Systems (9783642041242); 2009, p341-350, 10p