{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T19:16:51Z","timestamp":1773775011916,"version":"3.50.1"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030726560","type":"print"},{"value":"9783030726577","type":"electronic"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-72657-7_49","type":"book-chapter","created":{"date-parts":[[2021,4,22]],"date-time":"2021-04-22T13:04:28Z","timestamp":1619096668000},"page":"511-521","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Data Mining Approach to Classify Cases of Lung Cancer"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6331-1426","authenticated-orcid":false,"given":"Eduarda","family":"Vieira","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2326-2153","authenticated-orcid":false,"given":"Diana","family":"Ferreira","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8736-7443","authenticated-orcid":false,"given":"Cristiana","family":"Neto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6457-0756","authenticated-orcid":false,"given":"Ant\u00f3nio","family":"Abelha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4121-6169","authenticated-orcid":false,"given":"Jos\u00e9","family":"Machado","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,4,23]]},"reference":[{"key":"49_CR1","unstructured":"World Cancer Research Fund. Lung cancer statistics. https:\/\/www.wcrf.org\/dietandcancer\/cancer-trends\/lung-cancer-statistics. Accessed 10 Nov 2020"},{"issue":"1","key":"49_CR2","first-page":"5","volume":"7","author":"FR Hirsch","year":"2001","unstructured":"Hirsch, F.R., Franklin, W.A., Gazdar, A.F., Bunn, P.A.: Early detection of lung cancer: clinical perspectives of recent advances in biology and radiology. Clin. Cancer Res. 7(1), 5\u201322 (2001)","journal-title":"Clin. Cancer Res."},{"key":"49_CR3","doi-asserted-by":"publisher","first-page":"571","DOI":"10.1016\/j.procs.2017.08.287","volume":"113","author":"A Morais","year":"2017","unstructured":"Morais, A., Peixoto, H., Coimbra, C., Abelha, A., Machado, J.: Predicting the need of neonatal resuscitation using data mining. Procedia Comput. Sci. 113, 571\u2013576 (2017). https:\/\/doi.org\/10.1016\/j.procs.2017.08.287","journal-title":"Procedia Comput. Sci."},{"key":"49_CR4","doi-asserted-by":"publisher","unstructured":"Hand, D.J., Adams, N.M.: Data mining. In: Wiley StatsRef: Statistics Reference Online, pp. 1\u20137 (2014). https:\/\/doi.org\/10.1002\/9781118445112.stat06466.pub2","DOI":"10.1002\/9781118445112.stat06466.pub2"},{"key":"49_CR5","unstructured":"Centers for Disease Control and Prevention. U.S. Cancer Statistics Data Visualizations Tool. https:\/\/www.cdc.gov\/cancer\/uscs\/dataviz\/index.htm. Accessed 10 Nov 2020"},{"key":"49_CR6","doi-asserted-by":"publisher","unstructured":"Torre, L.A., Siegel, R.L., Jemal, A.: Lung cancer statistics. In: Lung Cancer and Personalized Medicine, pp. 1\u201319. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-24223-1_1","DOI":"10.1007\/978-3-319-24223-1_1"},{"key":"49_CR7","doi-asserted-by":"publisher","unstructured":"Biesalski, H.K., De Mesquita, B.B., Chesson, A., et al.: European consensus statement on lung cancer: risk factors and prevention. Lung cancer panel. CA Cancer J. Clin. 48(3), 167\u2013176 (1998). https:\/\/doi.org\/10.3322\/canjclin.48.3.167","DOI":"10.3322\/canjclin.48.3.167"},{"issue":"1","key":"49_CR8","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1007\/s12325-018-0843-5","volume":"36","author":"SH Bradley","year":"2019","unstructured":"Bradley, S.H., Kennedy, M.P., Neal, R.D.: Recognising lung cancer in primary care. Adv. Ther. 36(1), 19\u201330 (2019). https:\/\/doi.org\/10.1007\/s12325-018-0843-5","journal-title":"Adv. Ther."},{"key":"49_CR9","unstructured":"Martins, B., Ferreira, D., Neto, C., Abelha, A., Machado, J.: Data mining for cardiovascular disease prediction. J. Med. Syst. 45(1), 1\u20138 (2021)"},{"issue":"1","key":"49_CR10","first-page":"39","volume":"4","author":"V Krishnaiah","year":"2013","unstructured":"Krishnaiah, V., Narsimha, G., Chandra, N.S.: Diagnosis of lung cancer prediction system using data mining classification techniques. Int. J. Comput. Sci. Inf. Technol. 4(1), 39\u201345 (2013)","journal-title":"Int. J. Comput. Sci. Inf. Technol."},{"issue":"3","key":"49_CR11","first-page":"17","volume":"3","author":"IM Nasser","year":"2019","unstructured":"Nasser, I.M., Abu-Naser, S.S.: Lung cancer detection using artificial neural network. Int. J. Eng. Inf. Syst. (IJEAIS) 3(3), 17\u201323 (2019)","journal-title":"Int. J. Eng. Inf. Syst. (IJEAIS)"},{"issue":"5","key":"49_CR12","first-page":"1041","volume":"13","author":"NR Murty","year":"2017","unstructured":"Murty, N.R., Babu, M.P.: A critical study of classification algorithms for lungcancer disease detection and diagnosis. Int. J. Comput. Intell. Res. 13(5), 1041\u20131048 (2017)","journal-title":"Int. J. Comput. Intell. Res."},{"key":"49_CR13","unstructured":"Wirth, R., Hipp, J.: CRISP-DM: towards a standard process model for data mining. In: Proceedings of the 4th International Conference on the Practical Applications of Knowledge Discovery and Data Mining, pp. 29\u201339. Springer, London (2000)"},{"key":"49_CR14","unstructured":"Kaggle \u2013 Lung Cancer Dataset By Staceyinrobert. https:\/\/www.kaggle.com\/imkrkannan\/lung-cancer-dataset-by-staceyinrobert. Accessed 06 Nov 2020"},{"issue":"16","key":"49_CR15","doi-asserted-by":"publisher","first-page":"5510","DOI":"10.3390\/app10165510","volume":"10","author":"D Ferreira","year":"2020","unstructured":"Ferreira, D., Silva, S., Abelha, A., Machado, J.: Recommendation system using autoencoders. Appl. Sci. 10(16), 5510 (2020). https:\/\/doi.org\/10.3390\/app10165510. MDPI","journal-title":"Appl. Sci."}],"container-title":["Advances in Intelligent Systems and Computing","Trends and Applications in Information Systems and Technologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-72657-7_49","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,22]],"date-time":"2021-04-22T14:17:05Z","timestamp":1619101025000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-72657-7_49"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030726560","9783030726577"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-72657-7_49","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"value":"2194-5357","type":"print"},{"value":"2194-5365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"23 April 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"WorldCIST","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"World Conference on Information Systems and Technologies","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Terceira Island","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":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 March 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 April 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"worldcist2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/worldcist.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}