Výsledky vyhledávání - "Dietterich, T. G"

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Integrating Learning from Examples into the Search for Diagnostic Policies

Autor: Bayer-Zubek, V., Dietterich, T. G.

Publikováno v: Journal Of Artificial Intelligence Research, Volume 24, pages 263-303, 2005

This paper studies the problem of learning diagnostic policies from training examples. A diagnostic policy is a complete description of the decision-making actions of a diagnostician (i.e., tests followed by a diagnostic decision) for all possible co

Externí odkaz: http://arxiv.org/abs/1109.2127

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Solving Multiclass Learning Problems via Error-Correcting Output Codes

Autor: Dietterich, T. G., Bakiri, G.

Publikováno v: Journal of Artificial Intelligence Research, Vol 2, (1995), 263-286

Multiclass learning problems involve finding a definition for an unknown function f(x) whose range is a discrete set containing k > 2 values (i.e., k ``classes''). The definition is acquired by studying collections of training examples of the form

Externí odkaz: http://arxiv.org/abs/cs/9501101

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Akademický článek

Discussion: Arcing Classifiers

Autor: Dietterich, T. G.

Publikováno v: The Annals of Statistics, 1998 Jun 01. 26(3), 838-841.

Externí odkaz: https://www.jstor.org/stable/120058

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Approximate Bayesian Inference for Reconstructing Velocities of Migrating Birds from Weather Radar

Autor: Sheldon, D., Andrew Farnsworth, Irvine, J., Doren, B., Webb, K., Dietterich, T. G., Kelling, S.

Publikováno v: Scopus-Elsevier

Archived data from the WSR-88D network of weather radars in the US hold detailed information about the continent-scale migratory movements of birds over the last 20 years. However, significant technical challenges must be overcome to understand this

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6a8934f2276766cab67794001fd9ae35
https://doi.org/10.1609/aaai.v27i1.8486

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Cyber SA : situational awareness for cyber defense

Autor: Barford, Dacier, Marc, Dietterich, T. G, Fredrikson, M, Giffin, J, Jajodia, S, Jha, S, Li, J, Liu, P, Ning, P, Ou, X, Song, D, Strater, L, Swarup, V, Tadda, G, Wang, C, Yen, J.

Publikováno v: Book chapter N°1 in "Cyber Situational Awareness : Issues and Research", Sushil Jajodia, Peng Liu, Vipin Swarup, Cliff Wang, eds., ISBN: 98-1-4419-0139-2, Springer International Series on Advances in Information Security, 2009.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______1093::972f5d15ea24d5fc24815f64b134f990
http://www.eurecom.fr/publication/2955

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