Comparison of strategies to learn from imbalanced classes for computer aided diagnosis of inborn steroidogenic disorders

S. Ghosh; E.S. Baranowski; R. van Veen; Gert-Jan de Vries; M. Biehl; W. Arlt; P. Tino; K. Bunte

Comparison of strategies to learn from imbalanced classes for computer aided diagnosis of inborn steroidogenic disorders

S. Ghosh, E.S. Baranowski, R. van Veen, Gert-Jan de Vries, M. Biehl, W. Arlt, P. Tino, K. Bunte

Intelligent Systems

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

2 Citations (Scopus)

246 Downloads (Pure)

Original language	English
Title of host publication	25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2017
Editors	Michel Verleysen
Publisher	Ciaco - i6doc.com
Pages	199-205
Number of pages	7
ISBN (Electronic)	978-2-87587-039-1
ISBN (Print)	978-2-87587-038-4
Publication status	Published - Apr-2017

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Comparison of strategies to learn from imbalanced classes for computer aided diagnosis of inborn steroidogenic disordersFinal author's version, 272 KBLicence: Unspecified

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1 Organising and contributing to an event
1 Academic presentation

Special Session at ESANN 2017
Michael Biehl (Organiser), Gyan Bhanot (Organiser), Thomas Villmann (Organiser) & Dietlind Zühlke (Organiser)
27-Apr-2017
Activity: Organising and attending an event › Organising and contributing to an event › Academic
25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2017
Sreejita Ghosh (Speaker)
26-Apr-2017 → 28-Apr-2017
Activity: Talk and presentation › Academic presentation › Academic

Cite this

Ghosh, S., Baranowski, E. S., van Veen, R., de Vries, G-J., Biehl, M., Arlt, W., Tino, P., & Bunte, K. (2017). Comparison of strategies to learn from imbalanced classes for computer aided diagnosis of inborn steroidogenic disorders. In M. Verleysen (Ed.), 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2017 (pp. 199-205). Ciaco - i6doc.com.

@inproceedings{569ff29ace2f48e2b7c26e7b8ec70655,

title = "Comparison of strategies to learn from imbalanced classes for computer aided diagnosis of inborn steroidogenic disorders",

author = "S. Ghosh and E.S. Baranowski and {van Veen}, R. and {de Vries}, Gert-Jan and M. Biehl and W. Arlt and P. Tino and K. Bunte",

year = "2017",

month = apr,

language = "English",

isbn = "978-2-87587-038-4",

pages = "199--205",

editor = "Michel Verleysen",

booktitle = "25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2017",

publisher = "Ciaco - i6doc.com",

}

Ghosh, S, Baranowski, ES, van Veen, R, de Vries, G-J, Biehl, M, Arlt, W, Tino, P & Bunte, K 2017, Comparison of strategies to learn from imbalanced classes for computer aided diagnosis of inborn steroidogenic disorders. in M Verleysen (ed.), 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2017. Ciaco - i6doc.com, pp. 199-205.

Comparison of strategies to learn from imbalanced classes for computer aided diagnosis of inborn steroidogenic disorders. / Ghosh, S.; Baranowski, E.S.; van Veen, R. et al.

25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2017. ed. / Michel Verleysen. Ciaco - i6doc.com, 2017. p. 199-205.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Comparison of strategies to learn from imbalanced classes for computer aided diagnosis of inborn steroidogenic disorders

AU - Ghosh, S.

AU - Baranowski, E.S.

AU - van Veen, R.

AU - de Vries, Gert-Jan

AU - Biehl, M.

AU - Arlt, W.

AU - Tino, P.

AU - Bunte, K.

PY - 2017/4

Y1 - 2017/4

M3 - Conference contribution

SN - 978-2-87587-038-4

SP - 199

EP - 205

BT - 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2017

A2 - Verleysen, Michel

PB - Ciaco - i6doc.com

ER -

Ghosh S, Baranowski ES, van Veen R, de Vries G-J, Biehl M, Arlt W et al. Comparison of strategies to learn from imbalanced classes for computer aided diagnosis of inborn steroidogenic disorders. In Verleysen M, editor, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2017. Ciaco - i6doc.com. 2017. p. 199-205

Comparison of strategies to learn from imbalanced classes for computer aided diagnosis of inborn steroidogenic disorders

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Special Session at ESANN 2017

25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2017

Cite this