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David Guijarro

dblp:28/5875 · DBLP profile ↗
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11ranked-venue papers
3as first author
0since 2021 · last 2007
0000-0002-8460-1318ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Theory of computation · 7 · 2 first-authorArtificial intelligence and machine learning · 4 · 1 first-authorDatabases, data management, data science and information retrieval · 3 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Learning theory · 100%

Topics — the 2 heaviest of 2, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Learning theory › computational learning theory
exact learning
0.012000
Abstract Combinatorial Characterizations of Exact Learning via Queries · COLT 2000
Machine learning › Learning theory
query learning
0.012000
Abstract Combinatorial Characterizations of Exact Learning via Queries · COLT 2000

Methods — techniques the papers use, named apart from their topics

query learning · 0.0
YearPublicationVenuePosition
2007 A general dimension for query learning
José L. Balcázar, David Guijarro, Johannes Köbler, Wolfgang Lindner 0002
J. Comput. Syst. Sci.3
2002 A New Abstract Combinatorial Dimension for Exact Learning via Queries
José L. Balcázar, David Guijarro
J. Comput. Syst. Sci.3
2002 The consistency dimension and distribution-dependent learning from queries
José L. Balcázar, David Guijarro, Hans Simon 0001
Theor. Comput. Sci.3
2001 Monotone term decision lists
David Guijarro, Víctor Lavín Puente, Vijay Raghavan 0002
Theor. Comput. Sci.1
2000 Abstract Combinatorial Characterizations of Exact Learning via Queries
José L. Balcázar, David Guijarro
COLT3
2000 PACS, simple-PAC and query learning
David Guijarro
Inf. Process. Lett.2
1999 The Consistency Dimension and Distribution-Dependent Learning from Queries (Extended Abstract)
José L. Balcázar, David Guijarro, Hans Simon 0001
ALT3
1999 Finding Relevant Variables in PAC Model with Membership Queries
David Guijarro, Jun Tarui, Tatsuie Tsukiji
ALT1
1999 Exact Learning when Irrelevant Variables Abound
David Guijarro, Víctor Lavín Puente, Vijay Raghavan 0002
Inf. Process. Lett.1
1998 Learning Nearly Monotone k-Term DNF
David Guijarro, Víctor Lavín Puente
Inf. Process. Lett.2
1995 Learning Ordered Binary Decision Diagrams
Ricard Gavaldà, David Guijarro
ALT2