An aggregated cross-validation framework for computational discovery of disease-associative genes

Omer Faruk Ogutcen; Zeliha Gormez; Muhammad Atif Tahir; Huseyin Seker

An aggregated cross-validation framework for computational discovery of disease-associative genes

Omer Faruk Ogutcen^*
, Zeliha Gormez
, Muhammad Atif Tahir
, Huseyin Seker

^*Corresponding author for this work

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

1 Citation (SciVal)

Original language	English
Title of host publication	XIV Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016
Editors	Efthyvoulos Kyriacou, Stelios Christofides, Constantinos S. Pattichis
Publisher	Springer Verlag
Pages	483-488
Number of pages	6
ISBN (Print)	9783319327013
Publication status	Published (VoR) - 2016
Event	14th Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016 - Paphos, Cyprus Duration: 31 Mar 2016 → 2 Apr 2016

Publication series

Name	IFMBE Proceedings
Volume	57
ISSN (Print)	1680-0737
ISSN (Electronic)	1433-9277

Conference

Conference	14th Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016
Country/Territory	Cyprus
City	Paphos
Period	31/03/16 → 2/04/16

Keywords

Ensemble feature selection
K-nearest neighbour classifier
Pareto optimality
Statistical feature selection

Cite this

Ogutcen, O. F., Gormez, Z., Tahir, M. A., & Seker, H. (2016). An aggregated cross-validation framework for computational discovery of disease-associative genes. In E. Kyriacou, S. Christofides, & C. S. Pattichis (Eds.), XIV Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016 (pp. 483-488). (IFMBE Proceedings; Vol. 57). Springer Verlag.

Ogutcen, Omer Faruk ; Gormez, Zeliha ; Tahir, Muhammad Atif et al. / An aggregated cross-validation framework for computational discovery of disease-associative genes. XIV Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016. editor / Efthyvoulos Kyriacou ; Stelios Christofides ; Constantinos S. Pattichis. Springer Verlag, 2016. pp. 483-488 (IFMBE Proceedings).

@inproceedings{c3c9abc1870741e6aa2f0a79126dfd52,

title = "An aggregated cross-validation framework for computational discovery of disease-associative genes",

keywords = "Ensemble feature selection, K-nearest neighbour classifier, Pareto optimality, Statistical feature selection",

author = "Ogutcen, \{Omer Faruk\} and Zeliha Gormez and Tahir, \{Muhammad Atif\} and Huseyin Seker",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2016.; 14th Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016 ; Conference date: 31-03-2016 Through 02-04-2016",

year = "2016",

language = "English",

isbn = "9783319327013",

series = "IFMBE Proceedings",

publisher = "Springer Verlag",

pages = "483--488",

editor = "Efthyvoulos Kyriacou and Stelios Christofides and Pattichis, \{Constantinos S.\}",

booktitle = "XIV Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016",

}

Ogutcen, OF, Gormez, Z, Tahir, MA & Seker, H 2016, An aggregated cross-validation framework for computational discovery of disease-associative genes. in E Kyriacou, S Christofides & CS Pattichis (eds), XIV Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016. IFMBE Proceedings, vol. 57, Springer Verlag, pp. 483-488, 14th Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016, Paphos, Cyprus, 31/03/16.

An aggregated cross-validation framework for computational discovery of disease-associative genes. / Ogutcen, Omer Faruk; Gormez, Zeliha; Tahir, Muhammad Atif et al.
XIV Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016. ed. / Efthyvoulos Kyriacou; Stelios Christofides; Constantinos S. Pattichis. Springer Verlag, 2016. p. 483-488 (IFMBE Proceedings; Vol. 57).

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

TY - GEN

T1 - An aggregated cross-validation framework for computational discovery of disease-associative genes

AU - Ogutcen, Omer Faruk

AU - Gormez, Zeliha

AU - Tahir, Muhammad Atif

AU - Seker, Huseyin

N1 - Publisher Copyright: © Springer International Publishing Switzerland 2016.

PY - 2016

Y1 - 2016

KW - Ensemble feature selection

KW - K-nearest neighbour classifier

KW - Pareto optimality

KW - Statistical feature selection

UR - https://www.scopus.com/pages/publications/84968649092

UR - https://www.scopus.com/pages/publications/84968649092#tab=citedBy

M3 - Conference contribution

AN - SCOPUS:84968649092

SN - 9783319327013

T3 - IFMBE Proceedings

SP - 483

EP - 488

BT - XIV Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016

A2 - Kyriacou, Efthyvoulos

A2 - Christofides, Stelios

A2 - Pattichis, Constantinos S.

PB - Springer Verlag

T2 - 14th Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2016

Y2 - 31 March 2016 through 2 April 2016

ER -

An aggregated cross-validation framework for computational discovery of disease-associative genes

Publication series

Conference

Keywords

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