The current approaches in pattern recognition
作者： Jiří Kepka
DOI:
关键词: Pattern recognition (psychology) 、 Pattern recognition 、 Artificial intelligence 、 Computer science 、 Pattern recognition system 、 Field (computer science) 、 Current (mathematics) 、 Machine learning
摘要: The paper presents a brief survey of the current approaches in pattern recognition. In this field classification processes patterns are main subject interest. most conventional techniques used to solve recognition problems may be grouped into statistical, structural and hybrid methods previous two ones. artificial intelligence approach is for such very complex tasks each solution which heavily depends on knowledge experts. Recently, several attempts have been made combine system with knowledge-based so as build much more sophisticated capability. finks between (syntactic) one given.
kybernetika.cz参考文章(99)
Stephen W. Smoliar, Review of "Programming in PROLOG" by W. F. Clocksin and C. S. Mellish. Springer-Verlag 1981. ACM SIGSOFT Software Engineering Notes. ,vol. 9, pp. 16- 18 ,(1984) , 10.1145/1005968.1005971
George C. Stockman, Laveen N. Kanal, Problem Reduction Representation for the Linguistic Analysis of Waveforms IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. PAMI-5, pp. 287- 298 ,(1983) , 10.1109/TPAMI.1983.4767391
Donald E. Brown, Vincent Corruble, Clarence Louis Pittard, A Comparison of Decision Tree Classifiers with Backpropagation Neural Networks for Multi-Modal Classification Problems Pattern Recognition. ,vol. 26, pp. 953- 961 ,(1992) , 10.1016/0031-3203(93)90060-A
Y. T. Chiang, K. S. Fu, Parallel Parsing Algorithms and VLSI Implementations for Syntactic Pattern Recognition IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. PAMI-6, pp. 302- 314 ,(1984) , 10.1109/TPAMI.1984.4767522
Robert A. Wagner, Michael J. Fischer, The String-to-String Correction Problem Journal of the ACM. ,vol. 21, pp. 168- 173 ,(1974) , 10.1145/321796.321811
Zvi Galil, Kunsoo Park, An improved algorithm for approximate string matching SIAM Journal on Computing. ,vol. 19, pp. 989- 999 ,(1990) , 10.1137/0219067
Lalit Gupta, Jiesheng Wang, Alain Charles, Paul Kisatsky, Prototype selection rules for neural network training Pattern Recognition. ,vol. 25, pp. 1401- 1408 ,(1992) , 10.1016/0031-3203(92)90152-9
Shin-Yee Lu, King-Sun Fu, Stochastic Error-Correcting Syntax Analysis for Recognition of Noisy Patterns IEEE Transactions on Computers. ,vol. 26, pp. 1268- 1276 ,(1977) , 10.1109/TC.1977.1674788
Shufen Kuo, George R. Cross, A two-step string-matching procedure Pattern Recognition. ,vol. 24, pp. 711- 716 ,(1991) , 10.1016/0031-3203(91)90038-7
Wen-Hsiang Tsai, King-Sun Fu, Error-Correcting Isomorphisms of Attributed Relational Graphs for Pattern Analysis IEEE Transactions on Systems, Man, and Cybernetics. ,vol. 9, pp. 757- 768 ,(1979) , 10.1109/TSMC.1979.4310127