{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T19:46:38Z","timestamp":1743104798476,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030044909"},{"type":"electronic","value":"9783030044916"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-04491-6_12","type":"book-chapter","created":{"date-parts":[[2019,1,2]],"date-time":"2019-01-02T10:12:26Z","timestamp":1546423946000},"page":"157-170","update-policy":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Transforming Mixed Data Bases for Machine Learning: A Case Study"],"prefix":"10.1007","author":[{"given":"Angel","family":"Kuri-Morales","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,1,3]]},"reference":[{"issue":"1","key":"12_CR1","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1145\/846170.846172","volume":"1","author":"M Goebel","year":"1999","unstructured":"Goebel, M., Gruenwald, L.: A survey of data mining and knowledge discovery software tools. ACM SIGKDD Explor. Newsl. 1(1), 20\u201333 (1999)","journal-title":"ACM SIGKDD Explor. Newsl."},{"key":"12_CR2","first-page":"1","volume":"15","author":"RR Sokal","year":"1985","unstructured":"Sokal, R.R.: The principles of numerical taxonomy: twenty-five years later. Comput.-Assist. Bacterial Syst. 15, 1 (1985)","journal-title":"Comput.-Assist. Bacterial Syst."},{"key":"12_CR3","doi-asserted-by":"crossref","unstructured":"Barbar\u00e1, D., Li, Y., Couto, J.: COOLCAT: an entropy-based algorithm for categorical clustering. In: Proceedings of the Eleventh International Conference on Information and Knowledge Management, pp. 582\u2013589. ACM (2002)","DOI":"10.1145\/584792.584888"},{"key":"12_CR4","unstructured":"Kuri-Morales, A.F.: Categorical encoding with neural networks and genetic algorithms. In: Zhuang, X., Guarnaccia, C. (eds.) WSEAS Proceedings of the 6th International Conference on Applied Informatics and. Computing Theory, pp. 167\u2013175, 01 Jul 2015. ISBN 9781618043139, ISSN 1790-5109"},{"key":"12_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1007\/978-3-319-59226-8_2","volume-title":"Pattern Recognition","author":"A Kuri-Morales","year":"2017","unstructured":"Kuri-Morales, A., Sagastuy-Bre\u00f1a, J.: A parallel genetic algorithm for pattern recognition in mixed databases. In: Carrasco-Ochoa, J.A., Mart\u00ednez-Trinidad, J.F., Olvera-L\u00f3pez, J.A. (eds.) MCPR 2017. LNCS, vol. 10267, pp. 13\u201321. Springer, Cham (2017). https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/978-3-319-59226-8_2"},{"key":"12_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"178","DOI":"10.1007\/978-3-319-92198-3_18","volume-title":"Pattern Recognition","author":"A Kuri-Morales","year":"2018","unstructured":"Kuri-Morales, A.: Pattern discovery in mixed data bases. In: Mart\u00ednez-Trinidad, J.F., Carrasco-Ochoa, J.A., Olvera-L\u00f3pez, J.A., Sarkar, S. (eds.) MCPR 2018. LNCS, vol. 10880, pp. 178\u2013188. Springer, Cham (2018). https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/978-3-319-92198-3_18"},{"key":"12_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"849","DOI":"10.1007\/3-540-45356-3_83","volume-title":"Parallel Problem Solving from Nature PPSN VI","author":"K Deb","year":"2000","unstructured":"Deb, K., Agrawal, S., Pratap, A., Meyarivan, T.: A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II. In: Schoenauer, M., et al. (eds.) PPSN 2000. LNCS, vol. 1917, pp. 849\u2013858. Springer, Heidelberg (2000). https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/3-540-45356-3_83"},{"issue":"4","key":"12_CR8","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1007\/BF02551274","volume":"2","author":"G Cybenko","year":"1989","unstructured":"Cybenko, G.: Approximation by superpositions of a sigmoidal function. Math. Control Sig. Syst. 2(4), 303\u2013314 (1989)","journal-title":"Math. Control Sig. Syst."},{"issue":"1","key":"12_CR9","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1109\/72.265964","volume":"5","author":"G Rudolph","year":"1994","unstructured":"Rudolph, G.: Convergence analysis of canonical genetic algorithms. IEEE Trans. Neural Netw. 5(1), 96\u2013101 (1994)","journal-title":"IEEE Trans. Neural Netw."},{"key":"12_CR10","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1007\/978-3-642-45111-9_2","volume-title":"Advances in Soft Computing and Its Applications","author":"AF Kuri-Morales","year":"2013","unstructured":"Kuri-Morales, A.F., Aldana-Bobadilla, E., L\u00f3pez-Pe\u00f1a, I.: The best genetic algorithm II. In: Castro, F., Gelbukh, A., Gonz\u00e1lez, M. (eds.) MICAI 2013. LNCS (LNAI), vol. 8266, pp. 16\u201329. Springer, Heidelberg (2013). https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/978-3-642-45111-9_2"},{"issue":"9","key":"12_CR11","doi-asserted-by":"publisher","first-page":"1415","DOI":"10.1109\/5.58323","volume":"78","author":"B Widrow","year":"1990","unstructured":"Widrow, B., Lehr, M.A.: 30 years of adaptive neural networks: perceptron, madaline, and backpropagation. Proc. IEEE 78(9), 1415\u20131442 (1990)","journal-title":"Proc. IEEE"},{"key":"12_CR12","doi-asserted-by":"crossref","unstructured":"Lopez-Pe\u00f1a, I., Kuri-Morales, A.: Multivariate approximation methods using polynomial models: a comparative study. In: 2015 Fourteenth Mexican International Conference on Artificial Intelligence (MICAI). IEEE (2015)","DOI":"10.1109\/MICAI.2015.26"},{"key":"12_CR13","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"307","DOI":"10.1007\/978-3-319-06483-3_30","volume-title":"Advances in Artificial Intelligence","author":"A Kuri-Morales","year":"2014","unstructured":"Kuri-Morales, A., Cartas-Ayala, A.: Polynomial multivariate approximation with genetic algorithms. In: Sokolova, M., van Beek, P. (eds.) AI 2014. LNCS (LNAI), vol. 8436, pp. 307\u2013312. Springer, Cham (2014). https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/978-3-319-06483-3_30"},{"key":"12_CR14","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-319-62428-0_1","volume-title":"Advances in Soft Computing","author":"AF Kuri-Morales","year":"2017","unstructured":"Kuri-Morales, A.F., L\u00f3pez-Pe\u00f1a, I.: Normality from monte carlo simulation for statistical validation of computer intensive algorithms. In: Pichardo-Lagunas, O., Miranda-Jim\u00e9nez, S. (eds.) MICAI 2016. LNCS (LNAI), vol. 10062, pp. 3\u201314. Springer, Cham (2017). https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/978-3-319-62428-0_1"},{"key":"12_CR15","volume-title":"Neural Networks: A Comprehensive Foundation","author":"S Haykin","year":"1994","unstructured":"Haykin, S.: Neural Networks: A Comprehensive Foundation. Prentice Hall PTR, Upper Saddle River (1994)"},{"issue":"22","key":"12_CR16","doi-asserted-by":"publisher","first-page":"2176","DOI":"10.1049\/el:19981523","volume":"34","author":"SH Kwon","year":"1998","unstructured":"Kwon, S.H.: Cluster validity index for fuzzy clustering. Electron. Lett. 34(22), 2176\u20132177 (1998)","journal-title":"Electron. Lett."}],"container-title":["Lecture Notes in Computer Science","Advances in Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-04491-6_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,7]],"date-time":"2024-03-07T17:42:48Z","timestamp":1709833368000},"score":1,"resource":{"primary":{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/link.springer.com\/10.1007\/978-3-030-04491-6_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030044909","9783030044916"],"references-count":16,"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/978-3-030-04491-6_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"3 January 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MICAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Mexican International Conference on Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Guadalajara","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Mexico","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 October 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 October 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"micai2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/2.zoppoz.workers.dev:443\/http\/www.micai.org\/2018\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}