{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:38:58Z","timestamp":1742913538802,"version":"3.40.3"},"publisher-location":"Cham","reference-count":11,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030298586"},{"type":"electronic","value":"9783030298593"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"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":[[2019]]},"DOI":"10.1007\/978-3-030-29859-3_1","type":"book-chapter","created":{"date-parts":[[2019,8,26]],"date-time":"2019-08-26T16:03:53Z","timestamp":1566835433000},"page":"3-13","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Testing Modified Confusion Entropy as Split Criterion for Decision Trees"],"prefix":"10.1007","author":[{"given":"J. David","family":"Nu\u00f1ez-Gonzalez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexander Gonzalo de","family":"S\u00e1","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuel","family":"Gra\u00f1a","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,8,26]]},"reference":[{"key":"1_CR1","series-title":"Advances in Intelligent Systems and Computing","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1007\/978-3-319-94120-2_8","volume-title":"International Joint Conference SOCO\u201918-CISIS\u201918-ICEUTE\u201918","author":"R Delgado","year":"2019","unstructured":"Delgado, R., N\u00fa\u00f1ez-Gonz\u00e1lez, J.D.: Enhancing confusion entropy as measure for evaluating classifiers. In: Gra\u00f1a, M., L\u00f3pez-Guede, J.M., Etxaniz, O., Herrero, \u00c1., S\u00e1ez, J.A., Quinti\u00e1n, H., Corchado, E. (eds.) SOCO\u201918-CISIS\u201918-ICEUTE\u201918 2018. AISC, vol. 771, pp. 79\u201389. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-319-94120-2_8"},{"issue":"1","key":"1_CR2","doi-asserted-by":"publisher","first-page":"e0210264","DOI":"10.1371\/journal.pone.0210264","volume":"14","author":"R Delgado","year":"2019","unstructured":"Delgado, R., N\u00fa\u00f1ez-Gonz\u00e1lez, J.D.: Enhancing confusion entropy (CEN) for binary and multiclass classification. PLoS ONE 14(1), e0210264 (2019)","journal-title":"PLoS ONE"},{"unstructured":"Jin, H., Wang, X.-N., Gao, F., Li, J., Wei, J.-M.: Learning decision trees using confusion entropy. In: 2013 International Conference on Machine Learning and Cybernetics (ICMLC), vol. 2, pp. 560\u2013564. IEEE (2013)","key":"1_CR3"},{"unstructured":"Jurman, G., Furlanello, C.: A unifying view for performance measures in multi-class prediction. arXiv preprint arXiv:1008.2908 (2010)","key":"1_CR4"},{"unstructured":"Quinlan, J.R.: C4. 5: Programs for Machine Learning. Elsevier (2014)","key":"1_CR5"},{"issue":"2","key":"1_CR6","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1007\/s10729-012-9216-9","volume":"16","author":"YF Roumani","year":"2013","unstructured":"Roumani, Y.F., May, J.H., Strum, D.P., Vargas, L.G.: Classifying highly imbalanced ICU data. Health Care Manage. Sci. 16(2), 119\u2013128 (2013)","journal-title":"Health Care Manage. Sci."},{"issue":"1\u20132","key":"1_CR7","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1007\/s10479-016-2350-x","volume":"263","author":"YF Roumani","year":"2018","unstructured":"Roumani, Y.F., Roumani, Y., Nwankpa, J.K., Tanniru, M.: Classifying readmissions to a cardiac intensive care unit. Ann. Oper. Res. 263(1\u20132), 429\u2013451 (2018)","journal-title":"Ann. Oper. Res."},{"issue":"11","key":"1_CR8","doi-asserted-by":"publisher","first-page":"e112987","DOI":"10.1371\/journal.pone.0112987","volume":"9","author":"N Salari","year":"2014","unstructured":"Salari, N., Shohaimi, S., Najafi, F., Nallappan, M., Karishnarajah, I.: A novel hybrid classification model of genetic algorithms, modified k-nearest neighbor and developed backpropagation neural network. PLoS ONE 9(11), e112987 (2014)","journal-title":"PLoS ONE"},{"key":"1_CR9","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1007\/978-3-642-39712-7_22","volume-title":"Machine Learning and Data Mining in Pattern Recognition","author":"M Sigdel","year":"2013","unstructured":"Sigdel, M., Ayg\u00fcn, R.S.: Pacc - a discriminative and accuracy correlated measure for assessment of classification results. In: Perner, P. (ed.) MLDM 2013. LNCS (LNAI), vol. 7988, pp. 281\u2013295. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-39712-7_22"},{"key":"1_CR10","doi-asserted-by":"publisher","first-page":"144","DOI":"10.1016\/j.patcog.2017.07.014","volume":"72","author":"J Sublime","year":"2017","unstructured":"Sublime, J., Matei, B., Cabanes, G., Grozavu, N., Bennani, Y., Cornu\u00e9jols, A.: Entropy based probabilistic collaborative clustering. Pattern Recogn. 72, 144\u2013157 (2017)","journal-title":"Pattern Recogn."},{"issue":"5","key":"1_CR11","doi-asserted-by":"publisher","first-page":"3799","DOI":"10.1016\/j.eswa.2009.11.040","volume":"37","author":"J-M Wei","year":"2010","unstructured":"Wei, J.-M., Yuan, X.-J., Qing-Hua, H., Wang, S.-Q.: A novel measure for evaluating classifiers. Expert Syst. Appl. 37(5), 3799\u20133809 (2010)","journal-title":"Expert Syst. Appl."}],"container-title":["Lecture Notes in Computer Science","Hybrid Artificial Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-29859-3_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T18:08:13Z","timestamp":1710266893000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-29859-3_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030298586","9783030298593"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-29859-3_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"26 August 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HAIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Hybrid Artificial Intelligence Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Le\u00f3n","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 September 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 September 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hais2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2019.haisconference.eu\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"134","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"64","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"48% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}