{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,6]],"date-time":"2025-08-06T13:48:19Z","timestamp":1754488099053,"version":"3.33.0"},"publisher-location":"Berlin, Heidelberg","reference-count":33,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540423591"},{"type":"electronic","value":"9783540445968"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2001]]},"DOI":"10.1007\/3-540-44596-x_25","type":"book-chapter","created":{"date-parts":[[2007,6,7]],"date-time":"2007-06-07T19:01:37Z","timestamp":1181242897000},"page":"307-321","source":"Crossref","is-referenced-by-count":3,"title":["On the Use of Pairwise Comparison of Hypotheses in Evolutionary Learning Applied to Learning from Visual Examples"],"prefix":"10.1007","author":[{"given":"Krzysztof","family":"Krawiec","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2001,7,26]]},"reference":[{"key":"25_CR1","first-page":"471","volume-title":"Machine learning. A multistrategy approach","author":"J.W. Bala","year":"1994","unstructured":"Bala, J.W., De Jong, K.A., Pachowicz, P.W.: Multistrategy learning from engineering data by integrating inductive generalization and genetic algorithms. In: Michalski, R.S., Tecuci, G. (eds.): Machine learning. A multistrategy approach. Volume IV. Morgan Kaufmann, San Francisco (1994) 471\u2013187"},{"issue":"2","key":"25_CR2","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1162\/evco.1993.1.2.101","volume":"1","author":"D. Beasley","year":"1993","unstructured":"Beasley, D., Bull, D.R., Martin, R.R.: A Sequential Niche Technique for Multimodal Function Optimization. Evolutionary Computation 1(2), (1993) 101\u2013125","journal-title":"Evolutionary Computation"},{"key":"25_CR3","doi-asserted-by":"crossref","unstructured":"Chan, P.K., Stolfo, S.J.: Experiments on multistrategy learning by meta-learning. Proceedings of the Second International Conference on Information and Knowledge Management (1993)","DOI":"10.1145\/170088.170160"},{"key":"25_CR4","volume-title":"Doctoral dissertation","author":"K.A. Jong De","year":"1975","unstructured":"De Jong, K.A.: An analysis of the behavior of a class of genetic adaptive systems. Doctoral dissertation, University of Michigan, Ann Arbor (1975)"},{"key":"25_CR5","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1023\/A:1022617912649","volume":"13","author":"K.A. Jong De","year":"1993","unstructured":"De Jong, K.A., Spears, W.M., Gordon, D.F.: Using genetic algorithms for concept learning. Machine Learning, 13 (1993) 161\u2013188","journal-title":"Machine Learning"},{"key":"25_CR6","volume-title":"Fuzzy sets and systems. theory and applications","author":"D. Dubois","year":"1980","unstructured":"Dubois, D., Prade, H.: Fuzzy sets and systems. theory and applications. Academic Press, New York (1980)"},{"key":"25_CR7","volume-title":"Genetic algorithms in search, optimization and machine learning","author":"D. Goldberg","year":"1989","unstructured":"Goldberg, D.: Genetic algorithms in search, optimization and machine learning. Addison-Wesley, Reading (1989)"},{"key":"25_CR8","first-page":"24","volume-title":"Proceedings of the Fourth International Conference on Genetic Algorithms","author":"D.E. Goldberg","year":"1991","unstructured":"Goldberg, D.E., Deb, K., Korb, B.: Do not worry, be messy. Proceedings of the Fourth International Conference on Genetic Algorithms. Morgan Kaufmann, San Mateo (1991) 24\u201330"},{"key":"25_CR9","unstructured":"Goldberg, D., Richardson, J.: Genetic algorithms with sharing for multimodal function optimization. Genetic algorithms and their applications: Proceedings of the Second International Conference on Genetic Algorithms (1987) 41\u201349"},{"key":"25_CR10","volume-title":"Digital image processing","author":"R.C. Gonzalez","year":"1992","unstructured":"Gonzalez, R.C., Woods, R.E.: Digital image processing. Addison-Wesley, Reading (1992)"},{"key":"25_CR11","first-page":"24","volume-title":"Proceedings of the Sixth International Conference on Genetic Algorithms","author":"G. Harik","year":"1995","unstructured":"Harik, G.: Finding multimodal solutions using restricted tournament selection. In: Eshelman, L. J. (ed.): Proceedings of the Sixth International Conference on Genetic Algorithms. Morgan Kaufmann, San Francisco (1995) 24\u201331"},{"key":"25_CR12","volume-title":"Adaptation in natural and artificial systems","author":"J.H. Holland","year":"1975","unstructured":"Holland, J.H.: Adaptation in natural and artificial systems. University of Michigan Press, Ann Arbor (1975)"},{"key":"25_CR13","first-page":"172","volume-title":"Lecture Notes in Artificial Intelligence, Vol. 1398","author":"J. Jelonek","year":"1998","unstructured":"Jelonek, J., Stefanowski, J.: Experiments on solving multiclass learning problems by n2-classifier. In: Nedellec, C, Rouveirol, C. (eds.): Lecture Notes in Artificial Intelligence, Vol. 1398. Springer-Verlag, Berlin Heidelberg New York (1998) 172\u2013177"},{"key":"25_CR14","unstructured":"Johnson, M.P.: Evolving visual routines. Master\u2019s Thesis, Massachusetts Institute of Technology (1995)"},{"key":"25_CR15","volume-title":"Genetic programming-2","author":"J.R. Koza","year":"1994","unstructured":"Koza, J.R.: Genetic programming-2. MIT Press, Cambridge (1994)"},{"key":"25_CR16","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1023\/A:1010076532029","volume":"1","author":"J.R. Koza","year":"2000","unstructured":"Koza, J.R., Keane, M., Yu, J., Forrest, H.B., Mydlowiec, W.: Automatic Creation of Human-Competetive Programs and Controllers by Means of Genetic Programming. Genetic Programming and Evolvable Machines 1 (2000) 121\u2013164","journal-title":"Genetic Programming and Evolvable Machines"},{"key":"25_CR17","volume-title":"Constructive induction in picture-based decision support","author":"K. Krawiec","year":"2000","unstructured":"Krawiec, K.: Constructive induction in picture-based decision support. Doctoral dissertation, Institute of Computing Science, Pozna\u0144 University of Technology, Poznan (2000)"},{"key":"25_CR18","unstructured":"Krawiec, K.: Constructive induction in learning of image representation. Research Report RA-006, Institute of Computing Science, Poznan University of Technology (2000)"},{"key":"25_CR19","unstructured":"Krawiec, K.: Pairwise Comparison of Hypotheses in Evolutionary Learning. Proceedings of The Eighteenth International Conference on Machine Learning (2001)"},{"key":"25_CR20","volume-title":"Elements of machine learning","author":"P. Langley","year":"1996","unstructured":"Langley, P. Elements of machine learning. San Francisco: Morgan Kaufmann (1996)"},{"key":"25_CR21","unstructured":"LeCun, Y., Jackel, L. D., Bottou, L., Brunot, A., et al.: Comparison of learning algorithms for handwritten digit recognition. International Conference on Artificial Neural Networks (1995) 53\u201360"},{"key":"25_CR22","first-page":"136","volume-title":"Proceedings of the Sixth International Conference on Genetic Algorithms","author":"S.W. Mahfoud","year":"1995","unstructured":"Mahfoud, S.W.: A Comparison of Parallel and Sequential Niching Methods. In: Eshelman, L.J. (ed.): Proceedings of the Sixth International Conference on Genetic Algorithms. Morgan Kaufmann, San Mateo (1995) 136\u2013143"},{"key":"25_CR23","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/3927.001.0001","volume-title":"An introduction to genetic algorithms","author":"T.M. Mitchell","year":"1996","unstructured":"Mitchell, T.M.: An introduction to genetic algorithms. MIT Press, Cambridge (1996)"},{"key":"25_CR24","volume-title":"Machine learning","author":"T.M. Mitchell","year":"1997","unstructured":"Mitchell, T.M.: Machine learning. McGraw-Hill, New York (1997)"},{"key":"25_CR25","unstructured":"Poli, R. Genetic programming for image analysis, (Technical Report CSRP-96-1). The University of Birmingham (1996)"},{"key":"25_CR26","doi-asserted-by":"publisher","first-page":"416","DOI":"10.1214\/aos\/1176346150","volume":"11","author":"J. Rissanen","year":"1983","unstructured":"Rissanen, J.: A universal prior for integers and estimation by minimum description length. The Annals of Statistics, 11 (1983) 416\u2013431","journal-title":"The Annals of Statistics"},{"key":"25_CR27","unstructured":"Sanchez, E.: Inverses of fuzzy relations. Application to possibility distributions and medical diagnosis. Proc. IEEE Conf. Decision Control, New Orleans 2, (1979) 1384\u20131389"},{"key":"25_CR28","volume-title":"Proceedings of the First International Conference on Genetic Algorithms and their Applications","author":"J.D. Schaffer","year":"1985","unstructured":"Schaffer, J.D.: Multiple objective optimization with vector evaluated genetic algorithms. Proceedings of the First International Conference on Genetic Algorithms and their Applications. Lawrence Erlbaum Associates, Hillsdale (1985)"},{"key":"25_CR29","series-title":"Lect Notes Comput Sci","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1007\/3-540-60428-6_14","volume-title":"A controlled experiment: evolution for learning difficult image classification","author":"A. Teller","year":"1995","unstructured":"Teller, A., Veloso, M.: A controlled experiment: evolution for learning difficult image classification. Lecture Notes in Computer Science, Vol. 990. Springer-Verlag, Berlin Heidelberg New York (1995) 165\u2013185"},{"key":"25_CR30","unstructured":"Vafaie, H., Imam, I.F.: Feature selection methods: genetic algorithms vs. greedy-like search. Proceedings of International Conference on Fuzzy and Intelligent Control Systems (1994)"},{"key":"25_CR31","volume-title":"Doctoral dissertation","author":"D.A. Veldhuizen Van","year":"1999","unstructured":"Van Veldhuizen, D.A.: Multiobjective evolutionary algorithms: classifications, analyses, and new innovations. Doctoral dissertation, Department of Electrical and Computer Engineering. Graduate School of Engineering. Air Force Institute of Technology, Wright-Patterson AFB, Ohio (1999)"},{"key":"25_CR32","volume-title":"Multicriteria decision-aid","author":"P. Vincke","year":"1992","unstructured":"Vincke, P.: Multicriteria decision-aid. John Wiley & Sons, New York (1992)"},{"key":"25_CR33","volume-title":"Feature extraction, construction, and subset selection: A data mining perspective","author":"J. Yang","year":"1998","unstructured":"Yang, J., Honavar, V.: Feature subset selection using a genetic algorithm. In: Motoda, H., Liu, H. (eds.), Feature extraction, construction, and subset selection: A data mining perspective. Kluwer Academic, New York (1998)"}],"container-title":["Lecture Notes in Computer Science","Machine Learning and Data Mining in Pattern Recognition"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-44596-X_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,17]],"date-time":"2025-01-17T01:57:28Z","timestamp":1737079048000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-44596-X_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2001]]},"ISBN":["9783540423591","9783540445968"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/3-540-44596-x_25","relation":{},"ISSN":["0302-9743"],"issn-type":[{"type":"print","value":"0302-9743"}],"subject":[],"published":{"date-parts":[[2001]]}}}