14.5.2 Evaluation and Analysis of Learning Techniques

Chapter Contents (Back)
Evaluation, Learning. Learning.

Shvaytser, H.,
Learnable and Nonlearnable Visual Concepts,
PAMI(12), No. 5, May 1990, pp. 459-466.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9005
Earlier: ICCV88(264-268).
IEEE Abstract. IEEE Top Reference. BibRef

Bradley, A.P.,
The Use of the Area Under the ROC Curve in the Evaluation of Machine Learning Algorithms,
PR(30), No. 7, July 1997, pp. 1145-1159.
WWW Version. 9707 BibRef

Gu, H.[Hanzhong], Takahashi, H.[Haruhisa],
How Bad May Learning Curves Be?,
PAMI(22), No. 10, October 2000, pp. 1155-1167.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0011 BibRef

Gifford, H.C., King, M.A., Pretorius, P.H., Wells, R.G.,
A Comparison of Human and Model Observers in Multislice LROC Studies,
MedImg(24), No. 2, February 2005, pp. 160-169.
IEEE Abstract. IEEE Top Reference. 0501 BibRef


Pungprasertying, P.[Prasertsak], Chatpatanasiri, R.[Ratthachat], Kijsirikul, B.[Boonserm],
Migration Analysis: An Alternative Approach for Analyzing Learning Performance,
ICPR06(II: 837-840).
WWW Version. 0609 BibRef

Shimizu, S., Ohyama, W., Wakabayashi, T., Kimura, F.,
Mirror image learning for autoassociative neural networks,
ICDAR03(804-808).
IEEE Abstract. IEEE Top Reference. 0311 BibRef

Shi, M.[Meng], Wakabayashi, T., Ohyama, W., Kimura, F.,
Comparative study on mirror image learning (MIL) and GLVQ,
ICPR02(II: 248-252).
WWW Version. 0211 BibRef
Earlier: A2, A1, A3, A4:
A comparative study on mirror image learning and ALSM,
FHR02(151-156).
IEEE Top Reference. 0209 BibRef

Burege, M.J., Burger, W.,
Learning Visual Ideals,
CIAP97(II: 316-323).
WWW Version. 9709Compares 24 different approaches for learning applied to object recognition. BibRef

Ghaderi, R., Windeatt, T.,
Circular ECOC: a Theoretical and Experimental Analysis,
ICPR00(Vol II: 203-206).
WWW Version.
HTML Version. 0009 BibRef

Blackburn, M.R.[Michael R.], and Nguyen, H.G.[Hoa G.],
Learning in Robot Vision Directed Reaching: A Comparison of Methods,
ARPA94(I:781-788). BibRef 9400

Chapter on Pattern Recognition, Clustering, Statistics, Grammars, Learning, Neural Nets, Genetic Algorithms continues in
Learning Object Descriptions, Object Recognition .


Last update:Jun 25, 2008 at 13:37:57