{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T13:58:56Z","timestamp":1773323936311,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":21,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,5,2]],"date-time":"2018-05-02T00:00:00Z","timestamp":1525219200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/linproxy.fan.workers.dev:443\/https\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Bridging Grant by Universiti Sains Malaysia","award":["304\/PKOMP\/6316019"],"award-info":[{"award-number":["304\/PKOMP\/6316019"]}]},{"name":"FRGS","award":["203.PKOMP.6711534"],"award-info":[{"award-number":["203.PKOMP.6711534"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,5,2]]},"DOI":"10.1145\/3230905.3230950","type":"proceedings-article","created":{"date-parts":[[2018,7,16]],"date-time":"2018-07-16T13:18:10Z","timestamp":1531747090000},"page":"1-6","update-policy":"https:\/\/linproxy.fan.workers.dev:443\/https\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Predicting Risk of Getting Smoking-Related Cancer"],"prefix":"10.1145","author":[{"given":"Fadratul Hafinaz","family":"Hassan","sequence":"first","affiliation":[{"name":"School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia"}]},{"given":"Au Yong Kah","family":"Wye","sequence":"additional","affiliation":[{"name":"School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia"}]},{"given":"Sharifah Syafiqah Syed","family":"Yusof","sequence":"additional","affiliation":[{"name":"School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia"}]},{"given":"Teh Yi","family":"Xiang","sequence":"additional","affiliation":[{"name":"School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia"}]}],"member":"320","published-online":{"date-parts":[[2018,5,2]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1055\/s-0031-1278254"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.7314\/APJCP.2015.16.11.4563"},{"key":"e_1_3_2_1_3_1","unstructured":"World Health Organization. Early cancer diagnosis saves lives cuts treatment costs. Updated February 2017. Available online: https:\/\/linproxy.fan.workers.dev:443\/http\/www.who.int\/mediacentre\/news\/releases\/2017\/early-cancer-costs\/en\/ (accessed on 1 September 2017).  World Health Organization. Early cancer diagnosis saves lives cuts treatment costs. Updated February 2017. Available online: https:\/\/linproxy.fan.workers.dev:443\/http\/www.who.int\/mediacentre\/news\/releases\/2017\/early-cancer-costs\/en\/ (accessed on 1 September 2017)."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1111\/insr.12016"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022645310020"},{"key":"e_1_3_2_1_6_1","volume-title":"Data Mining: Concepts and Techniques. Morgan Kaufmann.","author":"Han","year":"2000"},{"issue":"5","key":"e_1_3_2_1_7_1","first-page":"681","article-title":"Prediction of prostate cancer using decision tree algorithm","volume":"40","author":"Kemal Hakan G\u00fclkesen","year":"2010","journal-title":"Turkish Journal of Medical Sciences"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.2307\/2530946"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1200\/JCO.2005.11.136"},{"key":"e_1_3_2_1_10_1","unstructured":"E. Alexopoulos. 2010. Introduction to Multivariate Regression Analysis pp. 14(Suppl 1): 23--28.  E. Alexopoulos. 2010. Introduction to Multivariate Regression Analysis pp. 14(Suppl 1): 23--28."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0054823"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"Hosseinzadeh F. KayvanJoo A.H. Ebrahimi M. et al. SpringerPlus (2013) 2: 238.  Hosseinzadeh F. KayvanJoo A.H. Ebrahimi M. et al. SpringerPlus (2013) 2: 238.","DOI":"10.1186\/2193-1801-2-238"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2017.09.013"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.2147\/OTT.S114230"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0186906"},{"issue":"2","key":"e_1_3_2_1_16_1","first-page":"604","article-title":"Cigarette Smoking and Risk of Prostate Cancer in Middle-Aged Men","volume":"12","author":"Lora A.","year":"2003","journal-title":"Cancer Epidemiol Biomarkers Prev"},{"key":"e_1_3_2_1_17_1","unstructured":"V.Krishnaiah G.Narsimha and N.Subhash Chandra. 2013. Diagnosis of Lung Cancer Prediction System Using Data Mining Classification Techniques. (IJCSIT) International Journal of Computer Science and Information Technologies vol. 4 no.3 39 - 45.  V.Krishnaiah G.Narsimha and N.Subhash Chandra. 2013. Diagnosis of Lung Cancer Prediction System Using Data Mining Classification Techniques. (IJCSIT) International Journal of Computer Science and Information Technologies vol. 4 no.3 39 - 45."},{"key":"#cr-split#-e_1_3_2_1_18_1.1","doi-asserted-by":"crossref","unstructured":"Hippisley-Cox J. and Coupland C. 2015. Development and validation of risk prediction algorithms to estimate future risk of common cancers in men and women: Prospective cohort study. BMJ Open 5","DOI":"10.1136\/bmjopen-2015-008503"},{"key":"#cr-split#-e_1_3_2_1_18_1.2","doi-asserted-by":"crossref","unstructured":"(3) Hippisley-Cox J. and Coupland C. 2015. Development and validation of risk prediction algorithms to estimate future risk of common cancers in men and women: Prospective cohort study. BMJ Open 5(3)","DOI":"10.1136\/bmjopen-2015-007825"},{"key":"e_1_3_2_1_19_1","volume-title":"BMJ: British Medical Journal (Online).","author":"Hippisley-Cox J.","year":"2017"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0063559"}],"event":{"name":"LOPAL '18: Theory and Applications","location":"Rabat Morocco","acronym":"LOPAL '18"},"container-title":["Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications"],"original-title":[],"link":[{"URL":"https:\/\/linproxy.fan.workers.dev:443\/https\/dl.acm.org\/doi\/10.1145\/3230905.3230950","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/linproxy.fan.workers.dev:443\/https\/dl.acm.org\/doi\/pdf\/10.1145\/3230905.3230950","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:08:15Z","timestamp":1750212495000},"score":1,"resource":{"primary":{"URL":"https:\/\/linproxy.fan.workers.dev:443\/https\/dl.acm.org\/doi\/10.1145\/3230905.3230950"}},"subtitle":["A Comparison of Three Prediction Models"],"short-title":[],"issued":{"date-parts":[[2018,5,2]]},"references-count":21,"alternative-id":["10.1145\/3230905.3230950","10.1145\/3230905"],"URL":"https:\/\/linproxy.fan.workers.dev:443\/https\/doi.org\/10.1145\/3230905.3230950","relation":{},"subject":[],"published":{"date-parts":[[2018,5,2]]},"assertion":[{"value":"2018-05-02","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}