{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T13:38:42Z","timestamp":1772804322139,"version":"3.50.1"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030166595","type":"print"},{"value":"9783030166601","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,4,14]],"date-time":"2019-04-14T00:00:00Z","timestamp":1555200000000},"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":[[2020]]},"DOI":"10.1007\/978-3-030-16660-1_44","type":"book-chapter","created":{"date-parts":[[2019,4,13]],"date-time":"2019-04-13T16:06:56Z","timestamp":1555171616000},"page":"447-457","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":27,"title":["Comparative Performance Analysis of Different Classification Algorithm for the Purpose of Prediction of Lung Cancer"],"prefix":"10.1007","author":[{"given":"Subrato","family":"Bharati","sequence":"first","affiliation":[]},{"given":"Prajoy","family":"Podder","sequence":"additional","affiliation":[]},{"given":"Rajib","family":"Mondal","sequence":"additional","affiliation":[]},{"given":"Atiq","family":"Mahmood","sequence":"additional","affiliation":[]},{"given":"Md.","family":"Raihan-Al-Masud","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,4,14]]},"reference":[{"key":"44_CR1","doi-asserted-by":"crossref","unstructured":"Alberg, A.J., Brock, M.V., Samet, J.M.: Epidemiology of lung cancer. In: Murray & Nadel\u2019s Textbook of Respiratory Medicine, 6th edn., Chap. 52. Saunders Elsevier (2016)","DOI":"10.1016\/B978-1-4557-3383-5.00052-X"},{"issue":"9","key":"44_CR2","doi-asserted-by":"publisher","first-page":"e185","DOI":"10.1371\/journal.pmed.0050185","volume":"5","author":"MJ Thun","year":"2008","unstructured":"Thun, M.J., Hannan, L.M., Adams-Campbell, L.L., et al.: Lung cancer occurrence in never-smokers: an analysis of 13 cohorts and 22 cancer registry studies. PLoS Med. 5(9), e185 (2008)","journal-title":"PLoS Med."},{"issue":"4","key":"44_CR3","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1016\/0031-3203(91)90074-F","volume":"24","author":"ZQ Hong","year":"1991","unstructured":"Hong, Z.Q., Yang, J.Y.: Optimal discriminant plane for a small number of samples and design method of classifier on the plane. Pattern Recogn. 24(4), 317\u2013324 (1991)","journal-title":"Pattern Recogn."},{"key":"44_CR4","doi-asserted-by":"crossref","unstructured":"Oh, J.H., Al-Lozi, R., El Naqa, I.: Application of machine learning techniques for prediction of radiation pneumonitis in lung cancer patients. In: 8th International Conference on Machine Learning and Applications, ICMLA 2009, pp. 478\u2013483 (2009)","DOI":"10.1109\/ICMLA.2009.118"},{"key":"44_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ijmedinf.2017.09.013","volume":"108","author":"CM Lynch","year":"2017","unstructured":"Lynch, C.M., Abdollahi, B., Fuqua, J.D., de Carlo, A.R., et al.: Prediction of lung cancer patient survival via supervised machine learning classification techniques. Int. J. Med. Inform. 108, 1\u20138 (2017)","journal-title":"Int. J. Med. Inform."},{"key":"44_CR6","doi-asserted-by":"crossref","unstructured":"Tazin, N., Sabab, S.A., Chowdhury, M.T.: Diagnosis of chronic kidney disease using effective classification and feature selection technique. In: International Conference on Medical Engineering, Health Informatics and Technology (MediTec) (2016)","DOI":"10.1109\/MEDITEC.2016.7835365"},{"issue":"2","key":"44_CR7","first-page":"1794","volume":"6","author":"V Kirubha","year":"2017","unstructured":"Kirubha, V., Manju Priya, S.: Comparison of classification algorithms in lung cancer risk factor analysis. Int. J. Sci. Res. (IJSR) 6(2), 1794\u20131797 (2017)","journal-title":"Int. J. Sci. Res. (IJSR)"},{"issue":"6","key":"44_CR8","doi-asserted-by":"crossref","first-page":"1569","DOI":"10.11591\/ijece.v5i6.pp1569-1576","volume":"5","author":"M Abdar","year":"2015","unstructured":"Abdar, M., Kalhori, S.R.N., Sutikno, T., Subroto, I.M.I., Arji, G.: Comparing performance of data mining algorithms in prediction heart diseases. Int. J. Electr. Comput. Eng. (IJECE) 5(6), 1569\u20131576 (2015)","journal-title":"Int. J. Electr. Comput. Eng. (IJECE)"},{"key":"44_CR9","volume-title":"The Na\u00efve Bayes Model for Unsupervised Word Sense Disambiguation: Aspects Concerning Feature Selection","author":"FT Hristea","year":"2012","unstructured":"Hristea, F.T.: The Na\u00efve Bayes Model for Unsupervised Word Sense Disambiguation: Aspects Concerning Feature Selection. Springer, Berlin (2012)"},{"key":"44_CR10","doi-asserted-by":"publisher","DOI":"10.1201\/9781420075779","volume-title":"Logistic Regression Models","author":"JM Hilbe","year":"2009","unstructured":"Hilbe, J.M.: Logistic Regression Models. CRC Press, Boca Raton (2009)"},{"issue":"2","key":"44_CR11","doi-asserted-by":"publisher","first-page":"289\u2013300(12)","DOI":"10.2174\/1573405613666170504152628","volume":"14","author":"CS Retmin Raj","year":"2018","unstructured":"Retmin Raj, C.S., Nehemiah, H.K., Elizabeth, D.S., Kannan, A.: A novel feature-significance based k-nearest neighbour classification approach for computer aided diagnosis of lung disorders. Curr. Med. Imaging Rev. 14(2), 289\u2013300(12) (2018)","journal-title":"Curr. Med. Imaging Rev."},{"key":"44_CR12","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1007\/s10100-017-0479-6","volume":"26","author":"B Kami\u0144ski","year":"2017","unstructured":"Kami\u0144ski, B., Jakubczyk, M., Szufel, P.: A framework for sensitivity analysis of decision trees. Central Eur. J. Oper. Res. 26, 135\u2013159 (2017)","journal-title":"Central Eur. J. Oper. Res."},{"key":"44_CR13","volume-title":"The Elements of Statistical Learning","author":"H Trevor","year":"2008","unstructured":"Trevor, H., Robert, T., Jerome, F.: The Elements of Statistical Learning, 2nd edn. Springer, Berlin (2008)","edition":"2"},{"key":"44_CR14","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511779145","volume-title":"Modelling Perception with Artificial Neural Networks","author":"CR Tosh","year":"2010","unstructured":"Tosh, C.R., Ruxton, G.D.: Modelling Perception with Artificial Neural Networks. Cambridge University Press, Cambridge (2010)"}],"container-title":["Advances in Intelligent Systems and Computing","Intelligent Systems Design and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-16660-1_44","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,11,23]],"date-time":"2019-11-23T11:17:46Z","timestamp":1574507866000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-16660-1_44"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,4,14]]},"ISBN":["9783030166595","9783030166601"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-16660-1_44","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"value":"2194-5357","type":"print"},{"value":"2194-5365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,4,14]]},"assertion":[{"value":"14 April 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISDA 2018","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Systems Design and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vellore","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","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":"6 December 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 December 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"isda2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.mirlabs.net\/isda18\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}