TY - GEN
T1 - Applications of support vector machines for pattern recognition
T2 - 1st International Workshop on Pattern Recognition with Support Vector Machines, SVM 2002
AU - Byun, Hyeran
AU - Lee, Seong Whan
PY - 2002
Y1 - 2002
N2 - In this paper, we present a comprehensive survey on applications of Support Vector Machines (SVMs) for pattern recognition. Since SVMs show good generalization performance on many real-life data and the approach is properly motivated theoretically, it has been applied to wide range of applications. This paper describes a brief introduction of SVMs and summarizes its numerous applications.
AB - In this paper, we present a comprehensive survey on applications of Support Vector Machines (SVMs) for pattern recognition. Since SVMs show good generalization performance on many real-life data and the approach is properly motivated theoretically, it has been applied to wide range of applications. This paper describes a brief introduction of SVMs and summarizes its numerous applications.
UR - http://www.scopus.com/inward/record.url?scp=84958743179&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84958743179&partnerID=8YFLogxK
U2 - 10.1007/3-540-45665-1_17
DO - 10.1007/3-540-45665-1_17
M3 - Conference contribution
AN - SCOPUS:84958743179
SN - 354044016X
VL - 2388
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 213
EP - 236
BT - Pattern Recognition with Support Vector Machines - First International Workshop, SVM 2002 Niagara Falls, Canada, August 10, 2002 Proceedings
PB - Springer Verlag
Y2 - 10 August 2002 through 10 August 2002
ER -