{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T15:01:27Z","timestamp":1743087687503,"version":"3.40.3"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031087561"},{"type":"electronic","value":"9783031087578"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"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":[[2022]]},"DOI":"10.1007\/978-3-031-08757-8_1","type":"book-chapter","created":{"date-parts":[[2022,6,21]],"date-time":"2022-06-21T07:06:09Z","timestamp":1655795169000},"page":"3-13","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Knowledge Discovery in\u00a0Databases: Comorbidities in\u00a0Tuberculosis Cases"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1384-6166","authenticated-orcid":false,"given":"Isabelle","family":"Carvalho","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0371-5859","authenticated-orcid":false,"given":"Mariane Barros","family":"Neiva","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2335-371X","authenticated-orcid":false,"given":"Newton Shydeo Brand\u00e3o","family":"Miyoshi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8011-868X","authenticated-orcid":false,"given":"Nathalia Yukie","family":"Crepaldi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9597-5470","authenticated-orcid":false,"given":"Filipe Andrade","family":"Bernardi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2467-358X","authenticated-orcid":false,"given":"Vin\u00edcius Costa","family":"Lima","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5670-6588","authenticated-orcid":false,"given":"Ketlin Fabri","family":"dos Santos","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4475-1984","authenticated-orcid":false,"given":"Ana Clara","family":"de Andrade Mioto","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6235-7000","authenticated-orcid":false,"given":"Mariana Tavares","family":"Mozini","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0348-8374","authenticated-orcid":false,"given":"Rafael Mello","family":"Galliez","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0472-1804","authenticated-orcid":false,"given":"Mauro Niskier","family":"Sanchez","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5900-6007","authenticated-orcid":false,"given":"Afr\u00e2nio Lineu","family":"Kritski","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0800-5872","authenticated-orcid":false,"given":"Domingos","family":"Alves","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,6,15]]},"reference":[{"issue":"6","key":"1_CR1","doi-asserted-by":"publisher","first-page":"2860","DOI":"10.21817\/ijet\/2016\/v8i6\/160806247","volume":"8","author":"K Abhishek","year":"2016","unstructured":"Abhishek, K., Singh, M.: An ontology based decision support for tuberculosis management and control in India. Int. J. Eng. Technol. 8(6), 2860\u20132877 (2016)","journal-title":"Int. J. Eng. Technol."},{"key":"1_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"550","DOI":"10.1007\/978-3-030-50423-6_41","volume-title":"Computational Science \u2013 ICCS 2020","author":"AC Apunike","year":"2020","unstructured":"Apunike, A.C., et al.: Analyses of public health databases via clinical pathway modelling: TBWEB. In: Krzhizhanovskaya, V.V., et al. (eds.) ICCS 2020. LNCS, vol. 12140, pp. 550\u2013562. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-50423-6_41"},{"key":"1_CR3","doi-asserted-by":"crossref","unstructured":"Bastos, S.H., Taminato, M., Fernandes, H., Figueiredo, T.M.R.M.d., Nichiata, L.Y.I., Hino, P.: Sociodemographic and health profile of TB\/HIV co-infection in Brazil: a systematic review. Revista brasileira de enfermagem 72(5), 1389\u20131396 (2019)","DOI":"10.1590\/0034-7167-2018-0285"},{"issue":"1","key":"1_CR4","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1086\/594126","volume":"48","author":"RG Deiss","year":"2009","unstructured":"Deiss, R.G., Rodwell, T.C., Garfein, R.S.: Tuberculosis and illicit drug use: review and update. Clin. Infect. Dis. 48(1), 72\u201382 (2009)","journal-title":"Clin. Infect. Dis."},{"issue":"2","key":"1_CR5","first-page":"110","volume":"12","author":"JF Farley","year":"2006","unstructured":"Farley, J.F., Harley, C.R., Devine, J.W.: A comparison of comorbidity measurements to predict healthcare expenditures. Am. J. Managed Care 12(2), 110\u2013118 (2006)","journal-title":"Am. J. Managed Care"},{"issue":"7","key":"1_CR6","doi-asserted-by":"publisher","first-page":"316","DOI":"10.1038\/s42256-019-0068-6","volume":"1","author":"K Faust","year":"2019","unstructured":"Faust, K., et al.: Intelligent feature engineering and ontological mapping of brain tumour histomorphologies by deep learning. Nat. Mach. Intell. 1(7), 316\u2013321 (2019)","journal-title":"Nat. Mach. Intell."},{"issue":"4","key":"1_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2968332","volume":"7","author":"S Geisler","year":"2016","unstructured":"Geisler, S., Quix, C., Weber, S., Jarke, M.: Ontology-based data quality management for data streams. J. Data Inf. Qual. (JDIQ) 7(4), 1\u201334 (2016)","journal-title":"J. Data Inf. Qual. (JDIQ)"},{"key":"1_CR8","doi-asserted-by":"crossref","unstructured":"Glaziou, P., Floyd, K., Raviglione, M.C.: Global epidemiology of tuberculosis. In: Seminars in Respiratory and Critical Care Medicine, pp. 271\u2013285. Thieme Medical Publishers (2018)","DOI":"10.1055\/s-0038-1651492"},{"key":"1_CR9","unstructured":"Johnston, A.H.: Practical machine learning: A beginner\u2019s guide to data mining with WEKA (2018)"},{"key":"1_CR10","doi-asserted-by":"crossref","unstructured":"Kritski, A., et al.: Tuberculosis: renewed challenge in Brazil. Revista da Sociedade Brasileira de Medicina Tropical 51(1), 2\u20136 (2018)","DOI":"10.1590\/0037-8682-0349-2017"},{"issue":"9","key":"1_CR11","doi-asserted-by":"publisher","first-page":"730","DOI":"10.1016\/S2213-8587(14)70109-3","volume":"2","author":"K L\u00f6nnroth","year":"2014","unstructured":"L\u00f6nnroth, K., Roglic, G., Harries, A.D.: Improving tuberculosis prevention and care through addressing the global diabetes epidemic: from evidence to policy and practice. Lancet Diabetes Endocrinol. 2(9), 730\u2013739 (2014)","journal-title":"Lancet Diabetes Endocrinol."},{"key":"1_CR12","unstructured":"World Health Organization et al.: WHO policy on collaborative TB\/HIV activities: guidelines for national programmes and other stakeholders. World Health Organization (2012)"},{"issue":"6","key":"1_CR13","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2017-018545","volume":"8","author":"DM Pelissari","year":"2018","unstructured":"Pelissari, D.M., et al.: Identifying socioeconomic, epidemiological and operational scenarios for tuberculosis control in Brazil: an ecological study. BMJ Open 8(6), e018545 (2018)","journal-title":"BMJ Open"},{"key":"1_CR14","doi-asserted-by":"crossref","unstructured":"Pereira, J.d.C., Silva, M.R., Costa, R.R.d., Guimar\u00e3es, M.D.C., Leite, I.C.G.: Profile and follow-up of patients with tuberculosis in a priority city in Brazil. Revista de Sa\u00fade P\u00fablica 49, 6 (2015)","DOI":"10.1590\/S0034-8910.2015049005304"},{"key":"1_CR15","doi-asserted-by":"crossref","unstructured":"Register, A.H.: A Guide to MATLAB Object-Oriented Programming. CRC Press (2007)","DOI":"10.1201\/9781584889120"},{"issue":"2","key":"1_CR16","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0212617","volume":"14","author":"B Reis-Santos","year":"2019","unstructured":"Reis-Santos, B., et al.: Tuberculosis in brazil and cash transfer programs: a longitudinal database study of the effect of cash transfer on cure rates. PLoS ONE 14(2), e0212617 (2019)","journal-title":"PLoS ONE"},{"key":"1_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"498","DOI":"10.1007\/978-3-319-46523-4_30","volume-title":"The Semantic Web \u2013 ISWC 2016","author":"P Ristoski","year":"2016","unstructured":"Ristoski, P., Paulheim, H.: RDF2Vec: RDF graph embeddings for data mining. In: Groth, P., et al. (eds.) ISWC 2016. LNCS, vol. 9981, pp. 498\u2013514. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-46523-4_30"},{"issue":"1","key":"1_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s41598-018-23344-z","volume":"8","author":"JP Samuels","year":"2018","unstructured":"Samuels, J.P., Sood, A., Campbell, J.R., Khan, F.A., Johnston, J.C.: Comorbidities and treatment outcomes in multidrug resistant tuberculosis: a systematic review and meta-analysis. Sci. Rep. 8(1), 1\u201313 (2018)","journal-title":"Sci. Rep."},{"key":"1_CR19","unstructured":"Secretariat of Health Surveillance, Department of Surveillance of Communicable Diseases, Ministry of Health: National plan to end tuberculosis as a public health problem. Virtual Health Library of the Brazilian Ministry of Health (2020)"},{"key":"1_CR20","unstructured":"Secretariat of Health Surveillance, Department of Surveillance of Communicable Diseases, Ministry of Health: Recommendations Manual For The Control Of Tuberculosis In Brazil. Virtual Health Library of the Brazilian Ministry of Health (2020)"},{"key":"1_CR21","doi-asserted-by":"crossref","unstructured":"Silva, D.R., et al.: Risk factors for tuberculosis: diabetes, smoking, alcohol use, and the use of other drugs. Jornal Brasileiro de Pneumologia 44(2), 145\u2013152 (2018)","DOI":"10.1590\/s1806-37562017000000443"},{"issue":"11","key":"1_CR22","doi-asserted-by":"publisher","first-page":"1277","DOI":"10.5588\/ijtld.18.0092","volume":"22","author":"E Simou","year":"2018","unstructured":"Simou, E., Britton, J., Leonardi-Bee, J.: Alcohol consumption and risk of tuberculosis: a systematic review and meta-analysis. Int. J. Tuberc. Lung Dis. 22(11), 1277\u20131285 (2018)","journal-title":"Int. J. Tuberc. Lung Dis."},{"key":"1_CR23","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1007\/978-3-642-34213-4_3","volume-title":"Search Computing","author":"J Unbehauen","year":"2012","unstructured":"Unbehauen, J., Hellmann, S., Auer, S., Stadler, C.: Knowledge extraction from structured sources. In: Ceri, S., Brambilla, M. (eds.) Search Computing. LNCS, vol. 7538, pp. 34\u201352. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-34213-4_3"},{"key":"1_CR24","unstructured":"Van Rossum, G., Drake, F.L.: The python language reference manual. Network Theory Ltd. (2011)"},{"issue":"1","key":"1_CR25","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1145\/507338.507355","volume":"31","author":"IH Witten","year":"2002","unstructured":"Witten, I.H., Frank, E.: Data mining: practical machine learning tools and techniques with java implementations. ACM SIGMOD Rec. 31(1), 76\u201377 (2002)","journal-title":"ACM SIGMOD Rec."},{"key":"1_CR26","unstructured":"World Health Organization and others: TB comorbidities and risk factors (2019)"},{"key":"1_CR27","unstructured":"World Health Organization and others: Global tuberculosis report 2020 (2020)"}],"container-title":["Lecture Notes in Computer Science","Computational Science \u2013 ICCS 2022"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-08757-8_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,16]],"date-time":"2023-05-16T11:02:31Z","timestamp":1684234951000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-08757-8_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031087561","9783031087578"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-08757-8_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"15 June 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"London","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 June 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 June 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccs-computsci2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.iccs-meeting.org\/iccs2022\/","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":"474","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":"175","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":"78","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":"37% - 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":"2.8","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":"3","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":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}