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io-port 05887331 Nalbantov, Georgi; Smirnov, Evgueni

Soft Nearest Convex Hull classifier. (English)

Coelho, Helder (ed.) et al., ECAI 2010. 19th European conference on artificial intelligence, August 16‒20, 2010 Lisbon, Portugal. Including proceedings of the 6th prestigious applications of artificial intelligence (PAIS-2010). Amsterdam: IOS Press (ISBN 978-1-60750-605-8/pbk; 978-1-60750-606-5/ebook). Frontiers in Artificial Intelligence and Applications 215, 841-846 (2010).

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io-port 05803423 Smirnov, Evgueni; Nikolaev, Nikolay; Nalbantov, Georgi

Single-stacking conformity approach to reliable classification. (English)

Dicheva, Darina (ed.) et al., Artificial intelligence: methodology, systems, and applications. 14th international conference, AIMSA 2010, Varna, Bulgaria, September 8‒10. 2010. Proceedings. Berlin: Springer (ISBN 978-3-642-15430-0/pbk). Lecture Notes in Computer Science 6304. Lecture Notes in Artificial Intelligence, 161-170 (2010).

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io-port 05803057 Smirnov, Evgueni; Nalbantov, Georgi; Nikolaev, Nikolay

$k$-version-space multi-class classification based on $k$-consistency tests. (English)

Balcázar, José Luis (ed.) et al., Machine learning and knowledge discovery in databases. European conference, ECML PKDD 2010, Barcelona, Spain, September 20‒24, 2010. Proceedings, Part III. Berlin: Springer (ISBN 978-3-642-15938-1/pbk). Lecture Notes in Computer Science 6323. Lecture Notes in Artificial Intelligence, 277-292 (2010).

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io-port 70002912 Smirnov, Evgueni N.; Nalbantov, Georgi I.; Nikolaev, Nikolay I.

$k$-version-space multi-class classification based on $k$-consistency tests (English)

ECML/PKDD (3), 277-292 (2010).

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io-port 70152699 Nalbantov, Georgi I.; Smirnov, Evgueni N.

Soft nearest convex hull classifier (English)

ECAI, 841-846 (2010).

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io-port 70687621 Nalbantov, Georgi I.; Smirnov, Evgueni N.; Nalbantov, Dilyan I.; Weiss, Gerhard; Nienhaus, Karl; Warcholik, Manuel; Mavroudis, Fiona

Image mining for intelligent autonomous coal mining (English)

Industrial Conference on Data Mining - Poster and Industry Proceedings, 17-23 (2010).

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io-port 71043851 Smirnov, Evgueni N.; Nikolaev, Nikolay I.; Nalbantov, Georgi I.

Single-stacking conformity approach to reliable classification (English)

AIMSA, 161-170 (2010).

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io-port 05868474 Smirnov, E.N.; Nalbantov, G.I.; Kaptein, A.M.

Meta-conformity approach to reliable classification. (English)

Intell. Data Anal. 13, No. 6, 901-915 (2009).

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io-port 05354740 Groenen, P.J.F.; Nalbantov, G.; Bioch, J.C.

SVM-Maj: a majorization approach to linear support vector machines with different hinge errors. (English)

Adv. Data Anal. Classif., ADAC 2, No. 1, 17-43 (2008).

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io-port 05342502 Nalbantov, Georgi I.; Bioch, Jan C.; Groenen, Patrick J.F.

Classification with support hyperplanes. (English)

Fürnkranz, Johannes (ed.) et al., Machine learning: ECML 2006. 17th European conference on machine learning Berlin, Germany, September 18‒22, 2006. Proceedings. Berlin: Springer (ISBN 978-3-540-45375-8/pbk). Lecture Notes in Computer Science 4212. Lecture Notes in Artificial Intelligence, 703-710 (2006).

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io-port 70151003 Smirnov, Evgueni N.; Sprinkhuizen-Kuyper, Ida G.; Nalbantov, Georgi I.; Vanderlooy, Stijn

Version space support vector machines (English)

ECAI, 809-810 (2006).

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io-port 70446724 Nalbantov, Georgi I.; Bioch, Jan C.; Groenen, Patrick J. F.

Classification with support hyperplanes (English)

ECML, 703-710 (2006).

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io-port 71036108 Groenen, Patrick J. F.; Nalbantov, Georgi I.; Bioch, J. Cor

Nonlinear support vector machines through iterative majorization and I-splines (English)

GfKl, 149-161 (2006).

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io-port 71035954 Nalbantov, Georgi I.; Bioch, Jan C.; Groenen, Patrick J. F.

Solving and interpreting binary classification problems in marketing with svms (English)

GfKl, 566-573 (2005).

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