14 Pattern Recognition, Clustering, Statistics, Grammars, Learning, Neural Nets, Genetic Algorithms

14.1 Pattern Recognition Issues

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Pattern Recognition. 9605

14.1.1 Pattern Recognition, General and Survey Articles

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Survey, Pattern Recognition. Survey, Clustering. Pattern Recognition. 9805

Dinneen, G.P.,
Programming Pattern Recognition,
WJCC55(94-100). BibRef 5500

Grimsdale, R.L., Sumner, F.H., Tunis, C.J., Kilburn, T.,
A System for the Automatic Recognition of Patterns,
IEE-P(B: 106), 1958, pp. 210-221. BibRef 5800

Unger, S.H.,
Pattern Detection and Recognition,
PIRE(47), 1959, pp. 1737-1752. BibRef 5900

Scott, R.M.,
The Present State of the Art with Regard to Detection Recognition,
AppOpt(3), No. 1, January 1964, pp. 13-15. BibRef 6401

Ho, Y.C., Agrawala, A.K.,
On Pattern Classification Algorithms: Introduction and Survey,
PIEEE(56), No. 12, December 1968, pp. 2102-2114. Survey, Pattern Recognition. BibRef 6812

Nagy, G.,
State of the Art in Pattern Recognition,
PIRE(46), No. 5, May 1968, pp. 836-862. BibRef 6805

Nagy, G.[George],
Interactive, Mobile, Distributed Pattern Recognition,
CIAP05(37-49).
WWW Version. 0509 BibRef
Earlier:
Visual pattern recognition in the years ahead,
ICPR04(IV: 7-10).
WWW Version. 0409 BibRef

Tou, J.T.,
Engineering Principles of Pattern Recognition,
PlenumNew York, 1969. BibRef 6900

Tou, J.T.,
Feature extraction in pattern recognition,
PR(1), No. 1, July 1968, pp. 3-11.
WWW Version. 0309 BibRef

Noton, D.,
A Theory of Pattern Perception,
SSC(6), No. 4, October 1970, pp. 349-358. BibRef 7010

Ledley, R.S.[Robert S.],
Special issue on conceptual aspects of two-dimensional picture processing,
PR(2), No. 1, January 1970, pp. 1-2.
WWW Version. 0309 BibRef

Kanal, L.N.,
Interactive Pattern Analysis and Classification Systems: A Survey and Commentary,
PIEEE(60), No. 10, October 1972, pp. 1200-1215. Survey, Pattern Recognition. BibRef 7210

Ullmann, J.R.[Julian R.],
Pattern Recognition Techniques,
ButterworthsLondon, 1973. BibRef 7300

Wright, W.E.[William E.],
A formalization of cluster analysis,
PR(5), No. 3, September 1973, pp. 273-282.
WWW Version. 0309 BibRef

Verhagen, C.J.D.M.,
Some general remarks about pattern recognition; its definition; its relation with other disciplines; a literature survey,
PR(7), No. 3, September 1975, pp. 109-116.
WWW Version. 0309 Survey, Pattern Recognition. BibRef

Rebollo, M., Escudero, L.F.,
A mixed integer programming approach to multi-spectral image classification,
PR(9), No. 1, January 1977, pp. 47-57.
WWW Version. 0309 BibRef

Rosenfeld, A.,
Image Pattern Recognition,
PIEEE(69), No. 5, May 1981, pp. 596-605. BibRef 8105

Haralick, R.M.,
Pattern Recognition of Remotely Sensed Data,
PDA83(351-367). BibRef 8300

Watanabe, S.,
Pattern Recognition as a Quest for Minimum Entropy,
PR(13), No. 5, 1981, pp. 381-387.
WWW Version. BibRef 8100

Kittler, J.V., Fu, K.S., Pau, L.F.[Louis François],
Pattern Recognition Theory and Applications,
KluwerJanuary 1982. ISBN 90-277-1379-0
WWW Version. BibRef 8201

Nandhakumar, N., Aggarwal, J.K.,
The Artificial Intelligence Approach to Pattern Recognition: A Perspective and an Overview,
PR(18), No. 6, 1985, pp. 383-389.
WWW Version. Pattern Recognition. A short review of the current state of the research with some good references to signal to symbol systems. BibRef 8500

Jain, A.K.,
Advances in Statistical Pattern Recognition,
NATO ASIon Pattern Recognition Theory and Application, June 1986, Spa-Balmoral, Belgium, BibRef 8606 Springer-Verlag BibRef Book Pattern Recognition. BibRef

Chen, C.H.,
Statistical Pattern Recognition: Early Development and Recent Progress,
PRAI(1), 1987, pp. 43-51. BibRef 8700

Thomason, M.G., and Granum, E.,
Dynamic Programming Inference of Markov Networks from Finite Sets of Sample Strings,
PAMI(8), No. 4, July 1986, pp. 491-501. BibRef 8607

Thomason, M.G., Granum, E.,
Sequential Inference of Markov Networks by Dynamic Programming for Structural Pattern Recognition,
PRL(5), 1987, pp. 31-39. BibRef 8700

McFee, J.E., and Das, Y.,
A Classifier for Feature Vectors Whose Prototypes Are a Function of Multiple Continuous Parameters,
PAMI(10), No. 4, July 1988, pp. 599-606.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 8807

Rabiner, L.R.,
A tutorial on Hidden Markov Models and selected applications in speech recognition,
PIEEE(77), No. 2, February 1989, pp. 257-286. BibRef 8902 Survey, HMM BibRef

Carlotto, M.J.,
Toward The Unsupervised Interpretation Of Outdoor Imagery,
JVCIR(1), 1990, pp. 158-175. BibRef 9000

Liu, D., Yamashita, Y., Ogawa, H.,
Pattern-Recognition in the Presence of Noise,
PR(28), No. 7, July 1995, pp. 989-995.
WWW Version. BibRef 9507

Zamperoni, P.,
Plus Ca Va, Moins Ca Va,
PRL(17), No. 7, June 10 1996, pp. 671-677. 9607 BibRef

Ryall, T.G., Sandor, J.,
Statistical Pattern Matching,
PRL(9), 1989, pp. 163-168. BibRef 8900

Jain, A.K., Mao, J.C.,
Special Issue on Artificial Neural Networks and Statistical Pattern-Recognition,
TNN(8), No. 1, January 1997, pp. 1-4. 9701 BibRef

Johansen, P.,
Adaptive Pattern Recognition,
JMIV(7), No. 4, October 1997, pp. 325-339.
WWW Version. 9710 BibRef

Chatterjee, C., Roychowdhury, V.P.,
An Adaptive Stochastic-Approximation Algorithm for Simultaneous Diagonalization of Matrix Sequences with Applications,
PAMI(19), No. 3, March 1997, pp. 282-287.
IEEE Abstract. IEEE Top Reference.
WWW Version. 9704 BibRef

Li, S.Z.,
Parameter-Estimation for Optimal Object Recognition: Theory and Application,
IJCV(21), No. 3, February 1997, pp. 207-222.
WWW Version. 9704 BibRef

Fazlollahi, A.H., Javidi, B.,
Optimum Receivers for Pattern Recognition Problems with Nonoverlapping Target and Background Noise,
OptEng(36), No. 10, October 1997, pp. 2633-2641. 9710 BibRef

Shamir, J.,
Adaptive Pattern Recognition Correlators,
OptEng(36), No. 10, October 1997, pp. 2675-2689. 9710 BibRef

Karim, M.A., Alam, M.S.,
Advances in Recognition Techniques, Part 1,
OptEng(37), No. 1, January 1998, pp. 7-9. 9802 BibRef

Alam, M.S., Karim, M.A.,
Advances In Recognition Techniques, Part 2,
OptEng(37), No. 3, March 1998, pp. 732-734. 9804 BibRef

Gelsema, E.S., Kanal, L.N.,
Pattern Recognition in Practice V,
PRL(18), No. 11-13, November 1997, pp. 1073-1075. 9806 BibRef

Gelsema, E.S.[Edzard S.], Veenland, J.F.[Jifke F.],
Pattern Recognition in Practice VI,
PRL(20), No. 11-13, November 1999, pp. 1073-1078. 0001Papers form the conference formed the special issue. BibRef

Duin, R.P.W., de Ridder, D., Tax, D.M.J.,
Experiments with a Featureless Approach to Pattern Recognition,
PRL(18), No. 11-13, November 1997, pp. 1159-1166. 9806 BibRef

Gascuel, O., Bouchonmeunier, B., Caraux, G., Gallinari, P., Guenoche, A., Guermeur, Y., Lechevallier, Y., Marsala, C., Miclet, L., Nicolas, J., Nock, R., Ramdani, M., Sebag, M., Tallur, B., Venturini, G., Vitte, P.,
Twelve Numerical Symbolic and Hybrid Supervised Classification Methods,
PRAI(12), No. 5, August 1998, pp. 517-571. 9809 BibRef

Kulkarni, S.R., Lugosi, G., Venkatesh, S.S.,
Learning-Pattern Classification: A Survey,
IT(44), No. 6, October 1998, pp. 2178-2206. 9810 Survey, Pattern Recognition. BibRef

Jain, A.K., Duin, R.P.W., Mao, J.,
Statistical Pattern Recognition: A Review,
PAMI(22), No. 1, January 2000, pp. 4-37.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0003Part of the 20 year special issue. Review of Statistical Pattern Recognition approaches, what they are, what they do, defines terms, explains what is going on. BibRef

Levy, A.[Avi], Lindenbaum, M.[Michael],
Sequential Karhunen-Loeve Basis Extraction and its Application to Images,
IP(9), No. 8, August 2000, pp. 1371-1374.
WWW Version. 0008 BibRef
Earlier: ICIP98(II: 456-460).
WWW Version. 9810 BibRef

Levy, A.[Avi], Lindenbaum, M.[Michael],
Efficient Sequential Karhunen-Loeve Basis Extraction,
ICCV01(II: 739).
WWW Version. 0106 BibRef

Fred, A.L.N.[Ana L.N.], Jain, A.K.[Anil K.],
Pattern recognition in information systems,
PR(35), No. 12, December 2002, pp. 2671-2672.
WWW Version. 0209Special issue intro. BibRef

Pavlidis, T.[Theo],
36 years on the pattern recognition front,
PRL(24), No. 1-3, January 2003, pp. 1-7.
HTML Version. Lecture given at ICPR'2000 in Barcelona, Spain on the occasion of receiving the K.S. Fu prize. 0211 BibRef

Mukherjee, D.P.[Dipti Prasad], Pal, S.[Srimanta],
Advances in Pattern Recognition,
PRL(26), No. 4, March 2005, pp. 395-398.
WWW Version. 0501 BibRef

Liew, A.W.C.[Alan Wee-Chung], Yan, H.[Hong], Yang, M.[Mengsu],
Pattern Recognition techniques for the emerging field of bioinformatics: A review,
PR(38), No. 11, November 2005, pp. 2055-2073.
WWW Version. 0509 BibRef

Tortorella, F.[Francesco],
Special issue on 'ROC Analysis in Pattern Recognition',
PRL(27), No. 8, June 2006, pp. 859-860.
WWW Version. 0605 BibRef

Filippone, M.[Maurizio], Camastra, F.[Francesco], Masulli, F.[Francesco], Rovetta, S.[Stefano],
A survey of kernel and spectral methods for clustering,
PR(41), No. 1, January 2008, pp. 176-190.
WWW Version. 0710 Survey, Clustering. Partitional clustering; Mercer kernels; Kernel clustering; Kernel fuzzy clustering; Spectral clustering BibRef

Xue, J.H.[Jing-Hao], Titterington, D.M.[D. Michael],
Do unbalanced data have a negative effect on LDA,
PR(41), No. 5, May 2008, pp. 1575-1588.
WWW Version. 0711Area under an ROC curve (AUC); Linear discriminant analysis (LDA); Misclassification error rate (ER); Unbalanced data BibRef

Landgrebe, T.C.W.[Thomas C.W.], Duin, R.P.W.[Robert P. W.],
Efficient Multiclass ROC Approximation by Decomposition via Confusion Matrix Perturbation Analysis,
PAMI(30), No. 5, May 2008, pp. 810-822.
WWW Version. 0803 BibRef
Earlier:
Combining Accuracy and Prior Sensitivity for Classifier Design Under Prior Uncertainty,
SSPR06(512-521).
WWW Version. 0608 BibRef

Landgrebe, T.C.W.[Thomas C.W.], Paclik, P.[Pavel], Duin, R.P.W.[Robert P.W.],
Precision-recall operating characteristic (P-ROC) curves in imprecise environments,
ICPR06(IV: 123-127).
WWW Version. 0609 BibRef

Tax, D.M.J.[David M.J.], Duin, R.P.W.[Robert P.W.],
Growing a multi-class classifier with a reject option,
PRL(29), No. 10, 15 July 2008, pp. 1565-1570.
WWW Version. 0711 BibRef
Earlier:
Linear model combining by optimizing the Area under the ROC curve,
ICPR06(IV: 119-122).
WWW Version. 0609Multi-class classification; Outlier detection; Rejection BibRef

Beisner, H.M.[Henry M.],
Celebrating 40 years of Pattern Recognition: Reflections,
PR(41), No. 7, July 2008, pp. 2139-2144.
WWW Version. 0804 BibRef

Clarke, A.[Alastair],
The Pattern Recognition Theory of Humour,
Pyrrhic House2008. ISBN: 978-0-9559365-0-0 BibRef 0800


Gao, S.[Sheng], Lee, C.H.[Chin-Hui], Lim, J.H.[Joo Hwee],
An ensemble classifier learning approach to ROC optimization,
ICPR06(II: 679-682).
WWW Version. 0609 BibRef

Jain, A.K., Topchy, A., Law, M.H.C., Buhmann, J.M.,
Landscape of clustering algorithms,
ICPR04(I: 260-263).
WWW Version. 0409 BibRef

Miletzki, U.,
'Schurmann-polynomials - roots and offsprings' their impact on today's pattern recognition,
FHR02(3-9).
IEEE Top Reference. 0209 BibRef

Serra, J.[Jean],
Is Pattern Recognition a Physical Science?,
ICPR00(Vol III: 29-36).
WWW Version.
HTML Version. 0009Examples from the physical world. BibRef

Nehme, C.C.[Claudio Chauke],
Gamma-Art Architecture: a New Model for Temporal Pattern Recognition,
SCIA97(xx-yy) 9705
HTML Version. BibRef

West, G.A.W.,
Assessing Feature Importance for Verification and Pose Refinement,
ICPR96(I: 30-34).
WWW Version. 9608(Curtin Univ. of Computer Science, AUS) BibRef

Rudshtein, A., Lindenbaum, M.,
Quantifying the Reliability of Feature-Based Object Recognition,
ICPR96(I: 35-39).
WWW Version. 9608(Technion, IL) BibRef

Mills, S., Karins, J., and Dydyk, R.,
Pattern Recognition Prototyping Tool,
ICIP97(III: 312-315).
WWW Version. BibRef 9700

Kanatani, K.,
Renormalization for unbiased estimation,
ICCV93(599-606).
WWW Version. 0403Iteratively remove the statistical bias of least-squares. Apply to vanishing point and foe. BibRef

Taxt, T.[Torfinn],
Invited Talk: Pattern Recognition: Present and Future,
CVPR94(no printed paper). BibRef 9400

Carlotto, M.J.,
Pattern Classification Using Relative Constraints,
CVPR88(450-456).
IEEE Abstract. IEEE Top Reference. BibRef 8800

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


Last update:Jul 17, 2008 at 11:07:56