Machine learning competition in immunology - Prediction of HLA class I binding peptides

Guang Lan Zhang; Hifzur Rahman Ansari; Phil Bradley; Gavin C. Cawley; Tomer Hertz; Xihao Hu; Nebojsa Jojic; Yohan Kim; Oliver Kohlbacher; Ole Lund; Claus Lundegaard; Craig A. Magaret; Morten Nielsen; Harris Papadopoulos; G. P.S. Raghava; Vider Shalit Tal; Li C. Xue; Chen Yanover; Shanfeng Zhu; Michael T. Rock; James E. Crowe; Christos Panayiotou; Marios M. Polycarpou; Włodzisław Duch; Vladimir Brusic

doi:10.1016/j.jim.2011.09.010

Machine learning competition in immunology - Prediction of HLA class I binding peptides

Guang Lan Zhang, Hifzur Rahman Ansari, Phil Bradley, Gavin C. Cawley, Tomer Hertz, Xihao Hu, Nebojsa Jojic, Yohan Kim, Oliver Kohlbacher, Ole Lund, Claus Lundegaard, Craig A. Magaret, Morten Nielsen, Harris Papadopoulos, G. P.S. Raghava, Vider Shalit Tal, Li C. Xue, Chen Yanover, Shanfeng Zhu, Michael T. RockJames E. Crowe, Christos Panayiotou, Marios M. Polycarpou, Włodzisław Duch, Vladimir Brusic

Research output: Journal Publication › Editorial

50 Citations (Scopus)

Original language	English
Pages (from-to)	1-4
Number of pages	4
Journal	Journal of Immunological Methods
Volume	374
Issue number	1-2
DOIs	https://doi.org/10.1016/j.jim.2011.09.010
Publication status	Published - 30 Nov 2011
Externally published	Yes

Keywords

Computational models
HLA
Human leukocyte antigen
Machine learning
Peptide binding
Predictions

ASJC Scopus subject areas

Immunology and Allergy
Immunology

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10.1016/j.jim.2011.09.010

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Zhang, G. L., Ansari, H. R., Bradley, P., Cawley, G. C., Hertz, T., Hu, X., Jojic, N., Kim, Y., Kohlbacher, O., Lund, O., Lundegaard, C., Magaret, C. A., Nielsen, M., Papadopoulos, H., Raghava, G. P. S., Tal, V. S., Xue, L. C., Yanover, C., Zhu, S., ... Brusic, V. (2011). Machine learning competition in immunology - Prediction of HLA class I binding peptides. Journal of Immunological Methods, 374(1-2), 1-4. https://doi.org/10.1016/j.jim.2011.09.010

@article{08ffd3161ddd4c45989f1c1c57a0fc82,

title = "Machine learning competition in immunology - Prediction of HLA class I binding peptides",

keywords = "Computational models, HLA, Human leukocyte antigen, Machine learning, Peptide binding, Predictions",

author = "Zhang, \{Guang Lan\} and Ansari, \{Hifzur Rahman\} and Phil Bradley and Cawley, \{Gavin C.\} and Tomer Hertz and Xihao Hu and Nebojsa Jojic and Yohan Kim and Oliver Kohlbacher and Ole Lund and Claus Lundegaard and Magaret, \{Craig A.\} and Morten Nielsen and Harris Papadopoulos and Raghava, \{G. P.S.\} and Tal, \{Vider Shalit\} and Xue, \{Li C.\} and Chen Yanover and Shanfeng Zhu and Rock, \{Michael T.\} and Crowe, \{James E.\} and Christos Panayiotou and Polycarpou, \{Marios M.\} and W{\l}odzis{\l}aw Duch and Vladimir Brusic",

note = "Funding Information: This competition was kindly supported by the ICANN 2009 Conference , by the International Immunomics Society , and by the European Neural Network Society .",

year = "2011",

month = nov,

day = "30",

doi = "10.1016/j.jim.2011.09.010",

language = "English",

volume = "374",

pages = "1--4",

journal = "Journal of Immunological Methods",

issn = "0022-1759",

publisher = "Elsevier B.V.",

number = "1-2",

}

Zhang, GL, Ansari, HR, Bradley, P, Cawley, GC, Hertz, T, Hu, X, Jojic, N, Kim, Y, Kohlbacher, O, Lund, O, Lundegaard, C, Magaret, CA, Nielsen, M, Papadopoulos, H, Raghava, GPS, Tal, VS, Xue, LC, Yanover, C, Zhu, S, Rock, MT, Crowe, JE, Panayiotou, C, Polycarpou, MM, Duch, W & Brusic, V 2011, 'Machine learning competition in immunology - Prediction of HLA class I binding peptides', Journal of Immunological Methods, vol. 374, no. 1-2, pp. 1-4. https://doi.org/10.1016/j.jim.2011.09.010

TY - JOUR

T1 - Machine learning competition in immunology - Prediction of HLA class I binding peptides

AU - Zhang, Guang Lan

AU - Ansari, Hifzur Rahman

AU - Bradley, Phil

AU - Cawley, Gavin C.

AU - Hertz, Tomer

AU - Hu, Xihao

AU - Jojic, Nebojsa

AU - Kim, Yohan

AU - Kohlbacher, Oliver

AU - Lund, Ole

AU - Lundegaard, Claus

AU - Magaret, Craig A.

AU - Nielsen, Morten

AU - Papadopoulos, Harris

AU - Raghava, G. P.S.

AU - Tal, Vider Shalit

AU - Xue, Li C.

AU - Yanover, Chen

AU - Zhu, Shanfeng

AU - Rock, Michael T.

AU - Crowe, James E.

AU - Panayiotou, Christos

AU - Polycarpou, Marios M.

AU - Duch, Włodzisław

AU - Brusic, Vladimir

N1 - Funding Information: This competition was kindly supported by the ICANN 2009 Conference , by the International Immunomics Society , and by the European Neural Network Society .

PY - 2011/11/30

Y1 - 2011/11/30

KW - Computational models

KW - HLA

KW - Human leukocyte antigen

KW - Machine learning

KW - Peptide binding

KW - Predictions

UR - https://www.scopus.com/pages/publications/81255157774

U2 - 10.1016/j.jim.2011.09.010

DO - 10.1016/j.jim.2011.09.010

M3 - Editorial

C2 - 21986107

AN - SCOPUS:81255157774

SN - 0022-1759

VL - 374

SP - 1

EP - 4

JO - Journal of Immunological Methods

JF - Journal of Immunological Methods

IS - 1-2

ER -

Machine learning competition in immunology - Prediction of HLA class I binding peptides

Keywords

ASJC Scopus subject areas

Access to Document

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