{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T09:53:59Z","timestamp":1725875639864},"publisher-location":"Cham","reference-count":29,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319342214"},{"type":"electronic","value":"9783319342238"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-34223-8_3","type":"book-chapter","created":{"date-parts":[[2016,12,21]],"date-time":"2016-12-21T09:25:41Z","timestamp":1482312341000},"page":"39-57","source":"Crossref","is-referenced-by-count":2,"title":["Kaizen Programming for Feature Construction for Classification"],"prefix":"10.1007","author":[{"given":"Vin\u00edcius Veloso","family":"de Melo","sequence":"first","affiliation":[]},{"given":"Wolfgang","family":"Banzhaf","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,12,22]]},"reference":[{"key":"3_CR1","doi-asserted-by":"crossref","DOI":"10.1007\/BFb0055923","volume-title":"Genetic programming - an introduction","author":"W Banzhaf","year":"1998","unstructured":"Banzhaf W, Nordin P, Keller R, Francone F (1998) Genetic programming - an introduction. Morgan Kaufmann, San Francisco"},{"issue":"4","key":"3_CR2","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1023\/A:1012978805372","volume":"2","author":"M Brameier","year":"2001","unstructured":"Brameier M, Banzhaf W (2001) Evolving teams of predictors with linear genetic programming. Genet Program Evolvable Mach 2(4):381\u2013407","journal-title":"Genet Program Evolvable Mach"},{"issue":"1","key":"3_CR3","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman L (2001) Random forests. Mach Learn 45(1):5\u201332","journal-title":"Mach Learn"},{"key":"3_CR4","volume-title":"Classification and regression trees. The Wadsworth and Brooks-Cole statistics-probability series","author":"L Breiman","year":"1984","unstructured":"Breiman L, Friedman J, Stone C, Olshen R (1984) Classification and regression trees. The Wadsworth and Brooks-Cole statistics-probability series. Taylor & Francis, London"},{"key":"3_CR5","doi-asserted-by":"crossref","unstructured":"de\u00a0Melo VV (2014) Kaizen programming. In: Proceedings of the 2014 conference on genetic and evolutionary computation (GECCO). ACM, New York, pp 895\u2013902","DOI":"10.1145\/2576768.2598264"},{"key":"3_CR6","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1007\/978-3-642-13541-5_15","volume-title":"Agent and multi-agent systems: technologies and applications","author":"K Drozdz","year":"2010","unstructured":"Drozdz K, Kwasnicka H (2010) Feature set reduction by evolutionary selection and construction. In: Agent and multi-agent systems: technologies and applications. Springer, Berlin, Heidelberg, pp 140\u2013149"},{"key":"3_CR7","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1007\/978-0-387-69935-6_4","volume-title":"Soft computing for knowledge discovery and data mining","author":"AA Freitas","year":"2008","unstructured":"Freitas AA (2008) A review of evolutionary algorithms for data mining. In: Soft computing for knowledge discovery and data mining, Springer, Berlin, pp 79\u2013111"},{"key":"3_CR8","doi-asserted-by":"crossref","unstructured":"Gavrilis D, Tsoulos IG, Dermatas E (2008) Selecting and constructing features using grammatical evolution. Pattern Recogn Lett 29(9):1358\u20131365. doi: 10.1016\/j.patrec.2008.02.007 . http:\/\/www.sciencedirect.com\/science\/article\/B6V15-4S01WDH-4\/2\/aaff3c40c5eca125dfacb 426d88fa177","DOI":"10.1016\/j.patrec.2008.02.007"},{"key":"3_CR9","volume-title":"Tools and methods for the improvement of quality. Irwin series in quantitative analysis for business","author":"H Gitlow","year":"1989","unstructured":"Gitlow H, Gitlow S, Oppenheim A, Oppenheim R (1989) Tools and methods for the improvement of quality. Irwin series in quantitative analysis for business. Taylor & Francis, London"},{"issue":"5","key":"3_CR10","doi-asserted-by":"crossref","first-page":"444","DOI":"10.1111\/j.1468-0394.2008.00451.x","volume":"25","author":"H Guo","year":"2008","unstructured":"Guo H, Zhang Q, Nandi AK (2008) Feature extraction and dimensionality reduction by genetic programming based on the fisher criterion. Expert Syst 25(5):444\u2013459","journal-title":"Expert Syst"},{"key":"3_CR11","series-title":"Lecture notes in computer science","first-page":"306","volume-title":"Medical biometrics","author":"PF Guo","year":"2010","unstructured":"Guo PF, Bhattacharya P, Kharma N (2010) Advances in detecting parkinson\u2019s disease. In: Zhang D, Sonka M (eds) Medical biometrics. Lecture notes in computer science, vol 6165. Springer, Berlin, Heidelberg, pp 306\u2013314"},{"key":"3_CR12","doi-asserted-by":"crossref","unstructured":"Hall M, Frank E, Holmes G, Pfahringer B, Reutemann P, Witten IH (2009) The weka data mining software: an update. SIGKDD Explor Newsl 11(1):10\u201318. doi: 10.1145\/1656274.1656278 . http:\/\/doi.acm.org\/10.1145\/1656274.1656278","DOI":"10.1145\/1656274.1656278"},{"key":"3_CR13","volume-title":"Kaizen (Ky\u2019zen), the key to Japan\u2019s competitive success","author":"M Imai","year":"1986","unstructured":"Imai M (1986) Kaizen (Ky\u2019zen), the key to Japan\u2019s competitive success. McGraw-Hill, New York"},{"key":"3_CR14","doi-asserted-by":"crossref","unstructured":"Isabelle G, Andr\u00e9 E, An introduction to feature extraction. In: Guyon I, Gunn S, Nikravesh M, Zadeh LA (eds) Feature extraction: foundations and applications (Studies in Fuzziness and Soft Computing). Springer, Berlin\/Heidelberg, pp 1\u201325. doi: 10.1007\/978-3-540-35488-8","DOI":"10.1007\/978-3-540-35488-8"},{"key":"3_CR15","doi-asserted-by":"crossref","DOI":"10.1002\/0470013192.bsa501","volume-title":"Principal component analysis","author":"I Jolliffe","year":"2005","unstructured":"Jolliffe I (2005) Principal component analysis. Wiley Online Library"},{"key":"3_CR16","doi-asserted-by":"crossref","DOI":"10.1002\/9781118029145","volume-title":"Data mining: concepts, models, methods, and algorithms","author":"M Kantardzic","year":"2011","unstructured":"Kantardzic M (2011) Data mining: concepts, models, methods, and algorithms. Wiley, New York"},{"key":"3_CR17","unstructured":"Lichman M (2013) UCI machine learning repository. http:\/\/archive.ics.uci.edu\/ml"},{"key":"3_CR18","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4615-5725-8","volume-title":"Feature extraction, construction and selection: a data mining perspective","author":"H Liu","year":"1998","unstructured":"Liu H, Motoda H (1998) Feature extraction, construction and selection: a data mining perspective. Springer, Berlin"},{"key":"3_CR19","unstructured":"Miner G, Nisbet R, Elder\u00a0IVJ (2009) Handbook of statistical analysis and data mining applications. Academic Press, New York"},{"key":"3_CR20","first-page":"379","volume-title":"Evolutionary feature construction using information gain and gini index","author":"MA Muharram","year":"2004","unstructured":"Muharram MA, Smith GD (2004) Evolutionary feature construction using information gain and gini index. In: Genetic programming, Springer, pp 379\u2013388"},{"key":"3_CR21","doi-asserted-by":"crossref","first-page":"160","DOI":"10.1007\/978-3-540-76928-6_18","volume-title":"AI 2007: advances in artificial intelligence","author":"K Neshatian","year":"2007","unstructured":"Neshatian K, Zhang M, Johnston M (2007) Feature construction and dimension reduction using genetic programming. In: AI 2007: advances in artificial intelligence. Springer, Berlin, pp 160\u2013170"},{"issue":"5","key":"3_CR22","doi-asserted-by":"crossref","first-page":"645","DOI":"10.1109\/TEVC.2011.2166158","volume":"16","author":"K Neshatian","year":"2012","unstructured":"Neshatian K, Zhang M, Andreae P (2012) A filter approach to multiple feature construction for symbolic learning classifiers using genetic programming. Trans Evol Comp 16(5):645\u2013661","journal-title":"Trans Evol Comp"},{"issue":"3","key":"3_CR23","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1016\/j.csda.2003.08.001","volume":"46","author":"DV Nguyen","year":"2004","unstructured":"Nguyen DV, Rocke DM (2004) On partial least squares dimension reduction for microarray-based classification: a simulation study. Comput Stat Data Anal 46(3):407\u2013425","journal-title":"Comput Stat Data Anal"},{"key":"3_CR24","first-page":"2825","volume":"12","author":"F Pedregosa","year":"2011","unstructured":"Pedregosa F, Varoquaux G, Gramfort A, Michel V, Thirion B, Grisel O, Blondel M, Prettenhofer P, Weiss R, Dubourg V, Vanderplas J, Passos A, Cournapeau D, Brucher M, Perrot M, Duchesnay E (2011) Scikit-learn: machine learning in Python. J Mach Learn Res 12:2825\u20132830","journal-title":"J Mach Learn Res"},{"key":"3_CR25","doi-asserted-by":"crossref","first-page":"583","DOI":"10.1007\/BFb0020217","volume-title":"Artificial neural networks\u2013ICANN 97","author":"B Sch\u00f6lkopf","year":"1997","unstructured":"Sch\u00f6lkopf B, Smola A, M\u00fcller KR (1997) Kernel principal component analysis. In: Artificial neural networks\u2013ICANN 97. Springer, Berlin, pp 583\u2013588"},{"issue":"3","key":"3_CR26","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1007\/s10710-005-2988-7","volume":"6","author":"MG Smith","year":"2005","unstructured":"Smith MG, Bull L (2005) Genetic programming with a genetic algorithm for feature construction and selection. Genet Program Evolvable Mach 6(3):265\u2013281","journal-title":"Genet Program Evolvable Mach"},{"issue":"1","key":"3_CR27","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1109\/4235.585893","volume":"1","author":"DH Wolpert","year":"1997","unstructured":"Wolpert DH, Macready WG (1997) No free lunch theorems for optimization. IEEE Trans Evol Comput 1(1):67\u201382","journal-title":"IEEE Trans Evol Comput"},{"key":"3_CR28","doi-asserted-by":"crossref","unstructured":"Wu SX, Banzhaf W (2010) A hierarchical cooperative evolutionary algorithm. In: Proceedings of the 12th annual conference on genetic and evolutionary computation, GECCO \u201910. ACM, New\u00a0York, pp 233\u2013240","DOI":"10.1145\/1830483.1830527"},{"key":"3_CR29","doi-asserted-by":"crossref","unstructured":"Wu SX, Banzhaf W (2011) Rethinking multilevel selection in genetic programming. In: Proceedings of the 13th annual conference on genetic and evolutionary computation, Dublin, pp 1403\u20131410","DOI":"10.1145\/2001576.2001765"}],"container-title":["Genetic and Evolutionary Computation","Genetic Programming Theory and Practice XIII"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-34223-8_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,16]],"date-time":"2019-09-16T20:13:02Z","timestamp":1568664782000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-34223-8_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319342214","9783319342238"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-34223-8_3","relation":{},"ISSN":["1932-0167"],"issn-type":[{"type":"print","value":"1932-0167"}],"subject":[],"published":{"date-parts":[[2016]]}}}