The current approaches in pattern recognition
Kybernetika (1994)
- Volume: 30, Issue: 2, page 159-176
- ISSN: 0023-5954
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topKepka, Jiří. "The current approaches in pattern recognition." Kybernetika 30.2 (1994): 159-176. <http://eudml.org/doc/28151>.
@article{Kepka1994,
author = {Kepka, Jiří},
journal = {Kybernetika},
language = {eng},
number = {2},
pages = {159-176},
publisher = {Institute of Information Theory and Automation AS CR},
title = {The current approaches in pattern recognition},
url = {http://eudml.org/doc/28151},
volume = {30},
year = {1994},
}
TY - JOUR
AU - Kepka, Jiří
TI - The current approaches in pattern recognition
JO - Kybernetika
PY - 1994
PB - Institute of Information Theory and Automation AS CR
VL - 30
IS - 2
SP - 159
EP - 176
LA - eng
UR - http://eudml.org/doc/28151
ER -
References
top- A. Aho, J. Ullman, The Theory of Parsing, Translation and Compiling, Volume I, Prentice Hall, Englewood Cliffs, N. J. 1972. (1972) MR0408321
- M. R. Anderberg, Cluster Analysis for Applications, Academic Press, New York 1973. (1973) Zbl0299.62029MR0326934
- E. Barnard R. A. Cole M. P. Vea, F. A. Alleva, Pitch detection with a neural-net classifier, IEEE Trans. Signal Process. 39 (1991), 2, 298-307. (1991)
- A. W. Biermann, A. J. Feldman, A survey of results in grammatical inference, In: Frontiers of Pattern Recognition, Academic Press, New York - London 1972. (1972) Zbl0255.68025MR0405932
- R. Bozinovic, S. N. Srihari, A string correction algorithm for cursive script recognition, IEEE Trans. Pattern Recognition Mach. Intellig. 4 (1982), 12, 655-663. (1982)
- D. E. Brown V. Corruble, C. L. Pittard, A comparison of decision tree classifiers with backpropagation neural networks for multimodal classification problems, Pattern Recognition 26 (1993), 6, 953-961. (1993)
- H. Bunke, Hybrid methods in pattern recognition, In: Pattern Recognition Theory and Applications, Springer-Verlag, Berlin 1987. (1987) Zbl0653.68089
- H. Bunke, A. Sanfeliu, "Introduction" to the special issue: advances in syntactic pattern recognition, Pattern Recognition 19 (1986), 4, 249-254. (1986)
- J. J. Bussgang, M. B. Marcus, Truncated sequential hypothesis tests, IEEE Trans. Inform. Theory 3 (1967), 3, 512-516. (1967)
- G. A. Carpenter, S. Grossberg, Pattern Recognition by Self-Organizing Neural Networks, MIT Press, Cambridge, Mass. 1991. (1991)
- R. L. Chang, T. Pavlidis, Fuzzy decision tree algorithms, IEEE Trans. Systems Man Cybernetics 7 (1977), 1, 28-35. (1977) Zbl0359.68046MR0458989
- Z. T. Chiang, K. S. Fu, Parallel parsing algorithms and VLSI implementation for syntactic pattern recognition, IEEE Trans. Pattern Recognition Mach. Intellig. 6 (1984), 3, 302-314. (1984)
- Y. T. Chien, K. S. Fu, A modified sequential recognition machine using time-varying stopping boundaries, IEEE Trans. Inform. Theory 12 (1966), 2, 206-214. (1966)
- N. Chomsky, Three models for the description of languages, IEEE Trans. Inform. Theory 2 (1956), 113-124. (1956)
- C. K. Chow, On optimum recognition error and reject trade off, IEEE Trans. Inform. Theory 16 (1970), 1, 41-46. (1970)
- W. F. Clocksin, C. S. Mellish, Programming in Prolog, Springer-Verlag, Heidelberg 1984. (1984)
- P. Deransart M. Jourdan, B. Lorho, Attribute Grammars, (Lecture Notes in Computer Science.) Springer-Verlag, Berlin--New York--London 1988. (1988) MR0959539
- B. Dubuisson, M. Masson, A statistical decision rule with incomplete knowledge about classes, Pattern Recognition 26 (1993), 1, 155-165. (1993)
- R. O. Duda, P. E. Hart, Pattern Classification and Scene Analysis, Wiley, New York 1973. (1973) Zbl0277.68056
- J. Earley, An efficient context-free parsing algorithm, Comm. ACM 13 (1970), 2, 94-102. (1970) Zbl0185.43401
- J. Feder, Plex-languages, Inform. Sci. 3 (1971), 225-241. (1971) Zbl0222.68029MR0317592
- N. V. Findler, J. Leeuwen, A family of similarity measures between two strings, IEEE Trans. Pattern Recognition Mach. Intellig. 1 (1979), 1, 116-119. (1979)
- K. S. Fu, Syntactic models in pattern recognition and applications, In: Pattern Recognition in Practice, Proc. Internat. Workshop, North-Holland, Amsterdam 1980. (1980)
- K. S. Fu, Sequential Methods in Pattern Recognition and Machine Learning, Academic Press, New York 1968. (1968) Zbl0188.52303
- K. S. Fu, On syntactic pattern recognition and stochastic languages, In: Frontiers of Pattern Recognition, Academic Press, New York--London 1972. (1972) Zbl0258.68052MR0408352
- K. S. Fu, Syntactic Pattern Recognition and Applications, Prentice Hall, New Jersey 1982. (1982) Zbl0521.68091
- K. S. Fu, Tree languages and syntactic pattern recognition, In: Pattern Recognition and Artificial Intelligence. Academic Press, New York 1976. (1976) MR0438837
- K. S. Fu, A step towards unification of syntactic and statistical pattern recognition, IEEE Trans. Pattern Recognition Mach. Intellig. 5 (1983), 2, 200-205. (1983) Zbl0514.68083
- K. S. Fu, Syntactic Methods in Pattern Recognition, Academic Press, New York 1974. (1974) Zbl0311.68014MR0351178
- K. S. Fu, T. L. Booth, Grammatical inference: introduction and survey, IEEE Trans. Pattern Recognition Mach. Intellig. 5 (1975), 1, 95-111 (part I), 4, 409-423 (part II). (1975) Zbl0323.68052MR0411253
- K. S. Fu, Y. T. Chien, G. P. Cardillo, A dynamic programming approach to sequential pattern recognition, IEEE Trans. Electronic Computers 13 (1967), 12, 484-492. (1967) Zbl0178.22504
- M. Fukumi S. Omatu F. Takeda, T. Kosaka, Rotation-invariant neural pattern recognition system with application to coin recognition, IEEE Trans. Neural Networks 3 (1992), 2, 272-279. (1992)
- L. W. Fung, K. S. Fu, Stochastic syntactic encoding for pattern classification, IEEE Trans. Comput. 24 (1975), 6, 662-669. (1975) MR0378503
- Z. Galil, K. Park, An improved algorithm for approximate string matching, SIAM J. Comput. 19 (1990), 6, 989-999. (1990) Zbl0711.68048MR1069093
- A. V. Gladkij, Formalnyje gramatiki i jazyky, (Formal Grammars and Languages). Nauka, Moscow 1973. (1973)
- L. Goldfarb, A unified approach to pattern recognition, Pattern Recognition 17 (1984), 5, 575-582. (1984) Zbl0547.68086MR0761641
- H. Guo, S. B. Gelfand, Classification trees with neural network feature extraction, IEEE Trans. Neural Networks 3 (1992), 6, 923-933. (1992)
- L. Gupta J. Wang A. Charles, P. Kisatsky, Prototype selection rules for neural network training, Pattern Recognition 25 (1992), 1401-1408. (1992)
- P. A. N. Hall, Equivalence between AND/OR graphs and context-free grammars, Comm. ACM 16 (1973), 7, 444-445. (1973) Zbl0268.68034
- M. A. Harrison, Introduction to Formal Language Theory, Addison-Wesley, London--Amsterdam--Sydney 1978. (1978) Zbl0411.68058MR0526397
- G. T. Herman, G. Rozenberg, Development Systems and Languages, North-Holland-Elsevier, Amsterdam--New York 1975. (1975) MR0495247
- T. Grönfers, M. Juhola, Experiments and comparison of inference methods of regular grammars, IEEE Trans. Systems Man Cybernet. 22 (1992), 4, 821-830. (1992) MR1187384
- J. Kepka, Hierarchical Approach to the Analysis of Experimental Curves, (In Czech.) Institute of Information Theory and Automation Research Report, Prague 1991. (1991)
- J. Kepka, The employment of Prolog for syntax analysis in syntactic pattern recognition applications, Kybernetika 28 (1992), 1, 62-68. (1992) MR1159875
- J. Kepka, Several comments on pattern recognition system based on the use of attributed grammars, Kybernetika 28 (1992), 1, 69-76. (1992) Zbl0746.68076MR1159876
- J. Kepka, The structural description of self-embedding nature of waveform peaks, Kybernetika 30 (1994), 1, 63-76. (1994)
- J. Kepka, An example of waveform analysis based on attributed hierarchical descriptions, In: Proc. Czech Pattern Recognition Workshop'93, Temešvár u Písku, November 4-6, Czechoslovak Pattern Recognition Society, 1993, pp. 144-148. (1993)
- J. Kepka, J. Psutka, A voice controlled system in a noisy environment, In: Proc. Czech Pattern Recognition Workshop'93, Temešvár u Písku, November 4-6, Czechoslovak Pattern Recognition Society, 1993, pp. 90-95. (1993)
- J. Kittler, P. C. Young, A new approach to feature selection based on the Karhunen-Loeve expansion, Pattern Recognition 5 (1973), 4, 335-352. (1973) MR0451915
- A. Klaiber, M. Gokhale, Parallel evaluation of attribute grammars, IEEE Trans. Pattern Recognition Mach. Intellig. 3 (1992), 2, 206-220. (1992)
- S. Knerr L. Personnaz, G. Dreyfus, Handwritten digit recognition by neural networks with a single-layer training, IEEE Trans. Neural Networks 3 (1992), 6, 962-968. (1992)
- Y. Kondratoff, Introduction to Machine Learning, Pitman, London 1988. (1988)
- M. Kudo, M. Shimbo, Efficient regular grammatical inference techniques by the use of partial similarities and their logical relationships, Pattern Recognition 21 (1988), 4, 401-409. (1988) Zbl0646.68097MR0952101
- A. Kumar, A real time system for pattern recognition of human sleep stages by fuzzy system analysis, Pattern Recognition 9 (1977), 1, 43-46. (1977)
- S. Kuo, G. R. Cross, A two step string-matching procedure, Pattern Recognition 24 (1991), 7, 711-716. (1991)
- T. Kurita, An efficient agglomerative clustering algorithm using a heap, Pattern Recognition 24 (1991), 3, 205-209. (1991) MR1103758
- R. Kurki-Suonio, On top to bottom recognition and left recursion, Comm. ACM 9 (1966), 7, 527-528. (1966) Zbl0138.10107
- H. C. Lee, K. S. Fu, A stochastic syntax analysis procedure and its applications to pattern classification, IEEE Trans. Comp. 21 (1972), 7, 660-667. (1972) MR0331892
- V. I. Levenshtein, Binary codes capable of correcting deletions, insertions and reversals, Soviet Phys. Dokl. 10 (1966), 11, 707-710. (1966) MR0189928
- R. Linggard D. J. Myers, C. Nightingale, Neural Networks for Vision, Speech and Natural Language, Chapmen & Hall, London 1992. (1992)
- D. Lowe, A. R. Web, Optimized feature extraction and the Bayes decision in feed-forward classifier networks, IEEE Trans. Pattern Recognition Mach. Intellig. 13 (1991), 4, 335-364. (1991)
- S. Lu, K. S. Fu, Stochastic error correcting syntax analysis for recognition of noisy patterns, IEEE Trans. Comput. 26 (1977), 12, 1268-1276. (1977) Zbl0368.68088MR0660293
- S. Lu, K. S. Fu, A sentence to sentence clustering procedure for pattern analysis, IEEE Trans. Systems Man Cybernet. 8 (1978), 5, 381-389. (1978) Zbl0378.68048MR0471478
- S. Lu, K. S. Fu, Error correcting tree automata for syntactic pattern recognition, IEEE Trans. Comput. 27 (1978), 12, 1043-1052. (1978) Zbl0392.68076MR0509119
- G. Lugosi, Learning with an unreliable teacher, Pattern Recognition 25 (1992), 1, 79-87. (1992) MR1145407
- G. Lyon, Syntax-directed least-errors analysis for context free languages: a practical approach, Comm. ACM 17 (1974), 1, 3-14. (1974) Zbl0288.68041
- M. Maes, Polygonal shape recognition using string-matching techniques, Pattern Recognition 24 (1991), 5, 433-440. (1991)
- D. P. Mandal, C. A. Murthy, K. S. Pal, Formulation of a multivalued recognition system, IEEE Trans. Systems Man Cybernet. 22 (1992), 4, 607-620. (1992) Zbl0775.68028
- J. Mantas, Methodologies in pattern recognition and image analysis -- a brief survey, Pattern Recognition 20 (1987), 1, 1-6. (1987)
- R. S. Michalski, Toward a unified theory of learning: an outline of basic ideas, First World Conference on the Fundamentals of Artificial Intelligence, Paris, July 1-5, 1991. (1991)
- N. Nandhakumar, J. K. Aggarwal, The artificial intelligence approach to pattern recognition -- a perspective and an overview, Pattern Recognition 18 (1985), 6, 383-389. (1985)
- S. C. Newton, J. S. Pemmaraju, S. Mitra, Adaptive fuzzy leader clustering of complex data sets in pattern recognition, IEEE Trans. Neural Networks 3 (1992), 5, 794-800. (1992)
- S. K. Pal, S. Mitra, Multilayer perceptron, fuzzy sets, and classification, IEEE Trans. Neural Networks 3 (1992), 5, 683-697. (1992)
- G. K. Papakonstantinov, An interpreter of attributed grammars and its application to waveform analysis, IEEE Trans. Soft. Engineering 7 (1981), 3, 279-283. (1981)
- G. Papakonstantinov E. Skordalakis, F. Gritzali, An attribute grammar for QRS detection, Pattern Recognition 19 (1986), 4, 297-303. (1986)
- T. Pavlidis, Structural Pattern Recognition, Springer-Verlag, New York 1977. (1977) Zbl0382.68071MR0471479
- T. Pavlidis, Linear and context-free graph grammars, J. Assoc. Comput. Mach. 19 (1972), 1, 11-22. (1972) Zbl0229.68027MR0304222
- T. Pavlidis, Representation of figures by labeled graphs, Pattern Recognition 4 (1972), 1, 5-16. (1972) MR0297469
- J. L. Pfaltz, A. Rosenfeld, Web Grammars, Proc. 1st Internat. Joint Conf. Artif. Intell., Washington DC, 1969. (1969)
- E. Pietka, Feature extraction in computerized approach to the ECG analysis, Pattern Recognition 24 (1991), 2, 139-146. (1991)
- J. Pik, Structural analysis of experimental curves in numerical taxonomy, Proc. 8th ICPR, Paris 1986. (1986)
- J. Pik, A hierarchical pattern description in the syntactic approach to pattern recognition, Pattern Recognition 14 (1981), 2, 191-196. (1981) Zbl0486.68100MR0639265
- C. E. Priebe, D. J. Marchette, Adaptive mixtures: recursive nonparametric pattern recognition, Pattern Recognition 24 (1991), 12, 1197-1209. (1991)
- S. Sakaue T. Hohda H. Yamamoto S. Maruno, Y. Shimeki, Reduction of required precision bits for backpropagation applied to pattern recognition, IEEE Trans. Neural Networks 4 (1993), 2, 270-275. (1993)
- A. Salomaa, Formal Languages, Academic Press, New York--London 1973. (1973) Zbl0262.68025MR0438755
- J. Schuermann, W. Doster, A decision-theoretic approach to hierarchical classifier design, Pattern Recognition 17 (1984), 3, 359-369. (1984)
- I. K. Sethi, A. K. Jains, Artificial Neural Networks and Statistical Pattern Recognition: Old and New Connections, North Holland, Amsterdam 1991. (1991)
- A. C. Shaw, Picture graphs, grammars, and parsing, In: Frontiers of Pattern Recognition, Academic Press, New York--London 1972. (1972) Zbl0257.68101MR0395388
- A. C. Shaw, Parsing of graph-representable pictures, Comm. ACM 17 (1970), 3, 453-481. (1970) Zbl0215.56403
- E. Skordalakis, Syntactic ECG processing. A review, Pattern Recognition 19 (1986), 4, 305-313. (1986)
- G. Stockman, L. N. Kanal, Problem-reduction representation for the linguistic analysis of waveforms, IEEE Trans. Pattern Recognition Mach. Intellig. 5 (1983), 3, 287-298. (1983)
- G. Stockman, L.N. Kanal, M. C. Kyle, Structural pattern recognition of carotid pulse waves using a general waveform parsing system, Comm. ACM 19 (1976), 12, 688-695. (1976) Zbl0338.68070
- P. H. Swain, K.S. Fu, Stochastic programmed grammars for syntactic pattern recognition, Pattern Recognition 4 (1972), 1, 83-100. (1972) MR0292346
- E. Takanaka, K. S. Fu, Error correcting parsers for formal languages, IEEE Trans. Comp. 27 (1978), 7, 605-616. (1978) MR0495266
- E. Tanaka, K. Ezure, Direct parsing, Pattern Recognition 19 (1986), 4, 315-323. (1986)
- G. D. Tecuci, Automating knowledge acquisition as extending, updating, and improving a knowledge base, IEEE Trans. Systems Man Cybernet. 22 (1992), 6, 1444-1460. (1992)
- M.G. Thomason, R. C. Gonzales, Syntactic recognition of imperfectly specified patterns, IEEE Trans. Comput. 24 (1975), 1, 93-95. (1975) MR0411277
- J. T. Tou, R. C. Gonzales, Pattern Recognition Principles, Addison-Wesley, Reading 1974. (1974) MR0449069
- P. Trahanias, E. Skordalakis, Syntactic pattern recognition of the ECG, IEEE Trans. Pattern Recognition Mach. Intellig. 12 (1990), 7, 648-657. (1990)
- W. H. Tsai, K.S. Fu, A pattern deformational model and Bayes error correcting recognition system, IEEE Trans. Systems Man Cybernet. 3 (1979), 745-756. (1979) Zbl0422.68041
- W. H. Tsai, K.S. Fu, Error correcting isomorphisms of attributed relational graphs for pattern analysis, IEEE Trans. Systems Man Cybernet. 9 (1979), 757-768. (1979) Zbl0422.68042
- W. H. Tsai, K.S. Fu, A pattern deformational model and Bayes error correcting recognition system, IEEE Trans. Systems Man Cybernet. 9 (1979), 745-756. (1979) Zbl0422.68041
- W. H. Tsai, K. S. Fu, Attributed grammar - a tool for combining syntactic and statistical approaches to pattern recognition, IEEE Trans. Systems Man Cybernet. 70 (1980), 12, 873-885. (1980) Zbl0467.68076
- R. A. Wagner, M. J. Fisher, The string to string correction problem, J. Assoc. Comput. Mach. 21 (1974), 1, 168-173. (1974) MR0356576
- L. Wang, J. M. Mendel, Generating fuzzy rules by learning from examples, IEEE Trans. Systems Man Cybernet. 22 (1992), 6, 1414-1427. (1992) MR1212464
- Q. Xiao, H. Raafat, Fingerprint image postprocessing: a combined statistical and structural approach, Pattern Recognition 24 (1991), 10, 985-992. (1991)
- L. Xu A. Krzyzak, Ch.Y. Suen, Methods of combining multiple classifiers and their applications to handwriting recognition, IEEE Trans. Systems Man Cybernet. 22 (1992), 3, 418-435. (1992)
- H. Yan, Prototype optimization for nearest neighbor classifiers using a two-layer perceptron, Pattern Recognition 26 (1993), 2, 317-324. (1993)
- G. Z. Yang, A syntactic approach for building knowledge-based pattern recognition system, Proc. 9th ICPR, Rome 1988, pp. 1236-1238. (1988)
- G. Z. Yang, On the knowledge-based pattern recognition using syntactic approach, Pattern Recognition 24 (1991), 1, 185-193. (1991) MR1103756
- G. Z. Yang, The search algorithms stimulated by premise set in the syntactic knowledge system, Pattern Recognition 26 (1993), 1, 17-22. (1993)
- D. Y. Yeung, Constructive neural networks as estimators of Bayesian discriminant functions, Pattern Recognition 26 (1993), 1, 189-204. (1993)
- K. C. You, K. S. Fu, A syntactic approach to shape recognition using attributed grammars, IEEE Trans. Systems Man Cybernet. 9 (1979), 6, 334-345. (1979)
- T. Y. Young, T. W. Calvert, Classification, Estimation and Pattern Recognition, Elsevier, New York 1974. (1974) Zbl0277.68055MR0350975
- L. A. Zadeh, Fuzzy sets, Inform. and Control 8 (1965), 3, 338-353. (1965) Zbl0139.24606MR0219427
- X. J. Zhou, T. S. Dillon, A statistical-heuristic feature selection criterion for decision tree induction, IEEE Trans. Systems Man Cybernet. 13 (1991), 8, 834-841. (1991)
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