Support vector machines for pattern classification by Shigeo Abe
(
图书
)
15
editions published
between
2005
and
2010
in
英语
and held by
581
libraries
worldwide
A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and function approximation problems, as well as evaluation criteria for classifiers and regressors. Features: Clarifies the characteristics of two-class SVMs; Discusses kernel methods for improving the generalization ability of neural networks and fuzzy systems; Contains ample illustrations and examples; Includes performance evaluation using publicly available data sets; Examines Mahalanobis kernels, empir.
Pattern classification : neuro-fuzzy methods and their comparison by Shigeo Abe
(
图书
)
3
editions published
in
2001
in
英语
and held by
236
libraries
worldwide
Neural networks and fuzzy systems : theory and applications by Shigeo Abe
(
图书
)
3
editions published
in
1997
in
英语
and held by
139
libraries
worldwide
パターン認識のためのサポートベクトルマシン入門 by 阿部重夫
(
图书
)
1
edition published
in
2011
in
日语
and held by
2
libraries
worldwide
Support vector machines for pattern classification(
图书
)
1
edition published
in
2005
in
英语
and held by
2
libraries
worldwide
ニューラルネットとファジィシステム : 理論と応用(
图书
)
1
edition published
in
1995
in
日语
and held by
1
library
worldwide
Support vector machines for pattern classification : with 110 figures by Shigeo Abe
(
图书
)
1
edition published
in
2005
in
英语
and held by
1
library
worldwide
