{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T10:24:03Z","timestamp":1772792643274,"version":"3.50.1"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319653396","type":"print"},{"value":"9783319653402","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-65340-2_43","type":"book-chapter","created":{"date-parts":[[2017,8,8]],"date-time":"2017-08-08T11:49:29Z","timestamp":1502192969000},"page":"525-536","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Feature Selection Algorithm Based on Heuristic Decomposition"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5590-1493","authenticated-orcid":false,"given":"Lu\u00eds","family":"Cavique","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3049-5852","authenticated-orcid":false,"given":"Armando B.","family":"Mendes","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2490-8913","authenticated-orcid":false,"given":"Hugo F. M. C.","family":"Martiniano","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,8,9]]},"reference":[{"key":"43_CR1","unstructured":"Almuallim, H., Dietterich, T.G.: Learning with many irrelevant features. In: Proceedings of 9th National Conference on Artificial Intelligence, pp. 547\u2013552. MIT Press (1991)"},{"issue":"2","key":"43_CR2","doi-asserted-by":"publisher","first-page":"292","DOI":"10.1109\/69.842268","volume":"12","author":"E Boros","year":"2000","unstructured":"Boros, E., Hammer, P.L., Ibaraki, T., Kogan, A., Mayoraz, E., Muchnik, I.: An implementation of logical analysis of data. IEEE Trans. Knowl. Data Eng. 12(2), 292\u2013306 (2000)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"43_CR3","unstructured":"Boyd, S., Xiao, L., Mutapcic, A., Mattingley, J.: Notes on decomposition methods. Notes for EE364B, Stanford University, pp. 1\u201336 (2008)"},{"key":"43_CR4","unstructured":"Cavique, L., Mendes, A.B., Funk, M.: Logical analysis of inconsistent data (LAID) for a paremiologic study. In: Processing 15th Portuguese Conference on Artificial Intelligence, EPIA (2011)"},{"key":"43_CR5","doi-asserted-by":"crossref","unstructured":"Cavique, L., Mendes, A.B., Funk, M., Santos, J.M.A.: A feature selection approach in the study of azorean proverbs. In: Exploring Innovative and Successful Applications of Soft Computing. Advances in Computational Intelligence and Robotics (ACIR) Book Series, pp. 38\u201358. IGI Global (2013)","DOI":"10.4018\/978-1-4666-4785-5.ch003"},{"issue":"1","key":"43_CR6","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/j.compeleceng.2013.11.024","volume":"40","author":"G Chandrashekar","year":"2014","unstructured":"Chandrashekar, G., Sahin, F.: A survey on feature selection methods. Comput. Electr. Eng. 40(1), 16\u201328 (2014)","journal-title":"Comput. Electr. Eng."},{"key":"43_CR7","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1287\/moor.4.3.233","volume":"4","author":"V Chvatal","year":"1979","unstructured":"Chvatal, V.: A greedy heuristic for the set-covering problem. Math. Oper. Res. 4, 233\u2013235 (1979)","journal-title":"Math. Oper. Res."},{"key":"43_CR8","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1007\/BF02283750","volume":"16","author":"Y Crama","year":"1988","unstructured":"Crama, Y., Hammer, P.L., Ibaraki, T.: Cause-effect relationships and partially defined Boolean functions. Ann. Oper. Res. 16, 299\u2013326 (1988)","journal-title":"Ann. Oper. Res."},{"key":"43_CR9","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1016\/B978-1-55860-335-6.50023-4","volume-title":"Machine Learning Proceedings 1994","author":"George H. John","year":"1994","unstructured":"John, G.H., Kohavi, R., Pfleger. K.: Irrelevant features and the subset selection problem. In: Proceedings of 11th International Conference on Machine Learning, ICML 1994, pp. 121\u2013129 (1994)"},{"key":"43_CR10","doi-asserted-by":"publisher","first-page":"695","DOI":"10.1016\/j.endm.2010.05.088","volume":"36","author":"C Joncour","year":"2010","unstructured":"Joncour, C., Michel, S., Sadykov, R., Sverdlov, D., Vanderbeck, F.: Column generation based primal heuristics. Electron. Notes Discret. Math. 36, 695\u2013702 (2010). Elsevier","journal-title":"Electron. Notes Discret. Math."},{"key":"43_CR11","unstructured":"Kira, K., Rendell, L.A.: The feature selection problem: traditional methods and a new algorithm. In: Proceedings of 9th National Conference on Artificial Intelligence, pp. 129\u2013134 (1992)"},{"issue":"4","key":"43_CR12","doi-asserted-by":"publisher","first-page":"491","DOI":"10.1109\/TKDE.2005.66","volume":"17","author":"H Liu","year":"2005","unstructured":"Liu, H., Yu, L.: Toward integrating feature selection algorithms for classification and clustering. IEEE Trans. Knowl. Data Eng. 17(4), 491\u2013502 (2005)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"43_CR13","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/BF01001956","volume":"1","author":"Z Pawlak","year":"1982","unstructured":"Pawlak, Z.: Rough sets. Int. J. Comput. Inf. Sci. 1, 341\u2013356 (1982)","journal-title":"Int. J. Comput. Inf. Sci."},{"key":"43_CR14","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-3534-4","volume-title":"Rough Sets: Theoretical Aspects of Reasoning About Data","author":"Z Pawlak","year":"1991","unstructured":"Pawlak, Z.: Rough Sets: Theoretical Aspects of Reasoning About Data. Kluwer Academic Publishers, Boston (1991)"},{"key":"43_CR15","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1016\/j.cor.2016.05.016","volume":"76","author":"P Smet","year":"2016","unstructured":"Smet, P., Ernst, A., Vanden Berghe, G.: Heuristic decomposition approaches for an integrated task scheduling and personnel rostering problem. Comput. Oper. Res. 76, 60\u201372 (2016)","journal-title":"Comput. Oper. Res."}],"container-title":["Lecture Notes in Computer Science","Progress in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-65340-2_43","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T07:52:15Z","timestamp":1772783535000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-65340-2_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319653396","9783319653402"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-65340-2_43","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"9 August 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"EPIA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"EPIA Conference on Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Porto","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 September 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 September 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"epia2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/web.fe.up.pt\/~epia2017\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}