Impact of sampling on neural network classification performance in the context of repeat movie viewing

Elena Fitkov-Norris; Sakinat Oluwabukonla Folorunso

Impact of sampling on neural network classification performance in the context of repeat movie viewing

Elena Fitkov-Norris, Sakinat Oluwabukonla Folorunso

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

Original language	English
Title of host publication	Engineering Applications of Neural Networks
Subtitle of host publication	14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part I
Editors	Lazaros Iliadis, Harris Papadopoulos, Chrisina Jayne
Publisher	Springer-Verlag Berlin Heidelberg
Pages	213-222
ISBN (Print)	9783642410123
Publication status	Published - Sept 2013

Publication series

Name	Communications in Computer and Information Science
Publisher	Springer-Verlag Berlin Heidelberg
Volume	383

Keywords

Applied mathematics
classification
neural network
over-sampling
under-sampling

Access to Document

http://dx.doi.org/10.1007/978-3-642-41013-0_22

Cite this

Fitkov-Norris, E., & Folorunso, S. O. (2013). Impact of sampling on neural network classification performance in the context of repeat movie viewing. In L. Iliadis, H. Papadopoulos, & C. Jayne (Eds.), Engineering Applications of Neural Networks: 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part I (pp. 213-222). (Communications in Computer and Information Science; Vol. 383). Springer-Verlag Berlin Heidelberg. http://dx.doi.org/10.1007/978-3-642-41013-0_22

Fitkov-Norris, Elena ; Folorunso, Sakinat Oluwabukonla. / Impact of sampling on neural network classification performance in the context of repeat movie viewing. Engineering Applications of Neural Networks: 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part I. editor / Lazaros Iliadis ; Harris Papadopoulos ; Chrisina Jayne. Springer-Verlag Berlin Heidelberg, 2013. pp. 213-222 (Communications in Computer and Information Science).

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title = "Impact of sampling on neural network classification performance in the context of repeat movie viewing",

keywords = "Applied mathematics, classification, neural network, over-sampling, under-sampling",

author = "Elena Fitkov-Norris and Folorunso, \{Sakinat Oluwabukonla\}",

year = "2013",

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language = "English",

isbn = "9783642410123",

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Fitkov-Norris, E & Folorunso, SO 2013, Impact of sampling on neural network classification performance in the context of repeat movie viewing. in L Iliadis, H Papadopoulos & C Jayne (eds), Engineering Applications of Neural Networks: 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part I. Communications in Computer and Information Science, vol. 383, Springer-Verlag Berlin Heidelberg, pp. 213-222. <http://dx.doi.org/10.1007/978-3-642-41013-0_22>

Impact of sampling on neural network classification performance in the context of repeat movie viewing. / Fitkov-Norris, Elena; Folorunso, Sakinat Oluwabukonla.
Engineering Applications of Neural Networks: 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part I. ed. / Lazaros Iliadis; Harris Papadopoulos; Chrisina Jayne. Springer-Verlag Berlin Heidelberg, 2013. p. 213-222 (Communications in Computer and Information Science; Vol. 383).

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

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KW - under-sampling

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SN - 9783642410123

T3 - Communications in Computer and Information Science

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BT - Engineering Applications of Neural Networks

A2 - Iliadis, Lazaros

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Fitkov-Norris E, Folorunso SO. Impact of sampling on neural network classification performance in the context of repeat movie viewing. In Iliadis L, Papadopoulos H, Jayne C, editors, Engineering Applications of Neural Networks: 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part I. Springer-Verlag Berlin Heidelberg. 2013. p. 213-222. (Communications in Computer and Information Science).