{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,4]],"date-time":"2025-04-04T19:24:41Z","timestamp":1743794681754,"version":"3.40.3"},"publisher-location":"Cham","reference-count":30,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030039271"},{"type":"electronic","value":"9783030039288"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-03928-8_19","type":"book-chapter","created":{"date-parts":[[2018,11,8]],"date-time":"2018-11-08T11:21:01Z","timestamp":1541676061000},"page":"229-240","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Using Fuzzy Neural Networks to the Prediction of Improvement in Expert Systems for Treatment of Immunotherapy"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1314-3441","authenticated-orcid":false,"given":"Augusto Junio","family":"Guimar\u00e3es","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1845-5252","authenticated-orcid":false,"given":"Vinicius Jonathan","family":"Silva Araujo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7343-5844","authenticated-orcid":false,"given":"Paulo Vitor","family":"de Campos Souza","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9836-232X","authenticated-orcid":false,"given":"Vanessa Souza","family":"Araujo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0040-8156","authenticated-orcid":false,"given":"Thiago Silva","family":"Rezende","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"18","key":"19_CR1","doi-asserted-by":"publisher","first-page":"2372","DOI":"10.1001\/jama.287.18.2372","volume":"287","author":"JS Mandelblatt","year":"2002","unstructured":"Mandelblatt, J.S., et al.: Benefits and costs of using HPV testing to screen for cervical cancer. Jama 287(18), 2372\u20132381 (2002)","journal-title":"Jama"},{"issue":"3","key":"19_CR2","doi-asserted-by":"publisher","first-page":"365","DOI":"10.1590\/S0101-98802010000300015","volume":"30","author":"R Marianelli","year":"2010","unstructured":"Marianelli, R., Nadal, S.R.: Utilidade da citologia anal no rastreamento dos homens heterossexuais portadores do HPV genital Anal cytology for screening heterosexual men harboring genital HPV infection. Rev. Bras. Coloproctol. 30(3), 365\u2013367 (2010)","journal-title":"Rev. Bras. Coloproctol."},{"key":"19_CR3","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1016\/j.compbiomed.2017.01.001","volume":"81","author":"F Khozeimeh","year":"2017","unstructured":"Khozeimeh, F., Alizadehsani, R., Roshanzamir, M., Khosravi, A., Layegh, P., Nahavandi, S.: An expert system for selecting wart treatment method. Comput. Biol. Med. 81, 167\u2013175 (2017)","journal-title":"Comput. Biol. Med."},{"issue":"3","key":"19_CR4","doi-asserted-by":"publisher","first-page":"1518","DOI":"10.1109\/59.466494","volume":"10","author":"AG Bakirtzis","year":"1995","unstructured":"Bakirtzis, A.G., Theocharis, J.B., Kiartzis, S.J., Satsios, K.J.: Short term load forecasting using fuzzy neural networks. IEEE Trans. Power Syst. 10(3), 1518\u20131524 (1995)","journal-title":"IEEE Trans. Power Syst."},{"key":"19_CR5","first-page":"271","volume":"1","author":"N Kasabov","year":"1998","unstructured":"Kasabov, N.: Evolving fuzzy neural networks-algorithms, applications and biological motivation. Methodol. Concept. Des. Appl. Soft Comput. World Sci. 1, 271\u2013274 (1998)","journal-title":"Methodol. Concept. Des. Appl. Soft Comput. World Sci."},{"issue":"4","key":"19_CR6","doi-asserted-by":"publisher","first-page":"376","DOI":"10.1016\/j.compbiomed.2005.01.006","volume":"36","author":"Y \u00d6zbay","year":"2006","unstructured":"\u00d6zbay, Y., Ceylan, R., Karlik, B.: A fuzzy clustering neural network architecture for classification of ECG arrhythmias. Comput. Biol. Med. 36(4), 376\u2013388 (2006)","journal-title":"Comput. Biol. Med."},{"key":"19_CR7","doi-asserted-by":"crossref","unstructured":"Silva, A.M., Caminhas, W.M., Lemos, A.P., Gomide, F.: Evolving neo-fuzzy neural network with adaptive feature selection. In: 2013 BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence (BRICS-CCI & CBIC), pp. 341\u2013349. IEEE, September 2013","DOI":"10.1109\/BRICS-CCI-CBIC.2013.64"},{"key":"19_CR8","unstructured":"Souza, P.V.C., Torres, L.C.B.: Regularized fuzzy neural network based on or neuron for time series forecasting. In: Proceedings of 37th North American Fuzzy Information Processing Society Annual Conference (NAFIPS 2018), Fortaleza (2018)"},{"key":"19_CR9","doi-asserted-by":"crossref","unstructured":"Ballini, R., Soares, S., Andrade, M.G.: Previs\u00e3o de vaz\u00f5es m\u00e9dias mensais usando redes neurais nebulosas. SBA: Controle Automa\u00e7\u00e3o Sociedade Brasileira de Automatica 14(3), 680\u2013693 (2003)","DOI":"10.1590\/S0103-17592003000300008"},{"key":"19_CR10","unstructured":"Souza, P.V.C.: Detec\u00e7\u00e3o de pulsares utilizando redes neurais nebulosas baseadas em uninormas. In: Quinto Congresso Brasileiro de Sistemas Fuzzy? V CBSF, 2018, Fortaleza. Anais do Quinto Congresso Brasileiro de Sistemas Fuzzy. V CBSF (2018)"},{"issue":"5","key":"19_CR11","first-page":"2985","volume":"13","author":"PVC Souza","year":"2018","unstructured":"Souza, P.V.C.: Regularized fuzzy neural networks for pattern classification problems. Int. J. Appl. Eng. Res. 13(5), 2985\u20132991 (2018)","journal-title":"Int. J. Appl. Eng. Res."},{"key":"19_CR12","unstructured":"Souza, P.V.C., Silva, G.R.L., Torres, L.C.B.: Uninorm based regularized fuzzy neural network. In: IEEE Technical Committee on Evolving and Adaptive Intelligent Systems, Proceedings 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS 2018) 2018. SMC Society and the IEEE Computation, Rhodes\/Greece, Greece (2018)"},{"issue":"4","key":"19_CR13","doi-asserted-by":"publisher","first-page":"474","DOI":"10.1111\/ijd.13535","volume":"56","author":"F Khozeimeh","year":"2017","unstructured":"Khozeimeh, F., et al.: Intralesional immunotherapy compared to cryotherapy in the treatment of warts. Int. J. Dermatol. 56(4), 474\u2013478 (2017)","journal-title":"Int. J. Dermatol."},{"issue":"1\u20133","key":"19_CR14","doi-asserted-by":"publisher","first-page":"489","DOI":"10.1016\/j.neucom.2005.12.126","volume":"70","author":"GB Huang","year":"2006","unstructured":"Huang, G.B., Zhu, Q.Y., Siew, C.K.: Extreme learning machine: theory and applications. Neurocomputing 70(1\u20133), 489\u2013501 (2006)","journal-title":"Neurocomputing"},{"issue":"6","key":"19_CR15","doi-asserted-by":"publisher","first-page":"518","DOI":"10.1056\/NEJMoa021641","volume":"348","author":"N Mu\u00f1oz","year":"2003","unstructured":"Mu\u00f1oz, N., et al.: Epidemiologic classification of human papillomavirus types associated with cervical cancer. N. Engl. J. Med. 348(6), 518\u2013527 (2003)","journal-title":"N. Engl. J. Med."},{"issue":"3","key":"19_CR16","first-page":"5","volume":"12","author":"N Scheinfeld","year":"2006","unstructured":"Scheinfeld, N., Lehman, D.S.: An evidence-based review of medical and surgical treatments of genital warts. Dermatol. Online J. 12(3), 5 (2006)","journal-title":"Dermatol. Online J."},{"key":"19_CR17","unstructured":"How Does Immunotherapy Work? https:\/\/www.roswellpark.org\/immunotherapy\/about-immunotherapy\/how-does-immunotherapy-work. Accessed 31 May 2018"},{"key":"19_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1111\/j.1398-9995.2006.01219_1.x","volume":"61","author":"E Alvarez-Cuesta","year":"2006","unstructured":"Alvarez-Cuesta, E., Bousquet, J., Canonica, G.W., Durham, S.R., Malling, H.J., Valovirta, E.: Standards for practical allergen-specific immunotherapy. Allergy 61, 1\u20133 (2006)","journal-title":"Allergy"},{"issue":"2","key":"19_CR19","doi-asserted-by":"publisher","first-page":"213","DOI":"10.2217\/imt.11.170","volume":"4","author":"F Panza","year":"2012","unstructured":"Panza, F., et al.: Immunotherapy for Alzheimer\u2019s disease: from anti-\u03b2-amyloid to tau-based immunization strategies. Immunotherapy 4(2), 213\u2013238 (2012)","journal-title":"Immunotherapy"},{"issue":"5","key":"19_CR20","doi-asserted-by":"publisher","first-page":"360","DOI":"10.4103\/0019-5154.117301","volume":"58","author":"I Majid","year":"2013","unstructured":"Majid, I., Imran, S.: Immunotherapy with intralesional Candida albicans antigen in resistant or recurrent warts: a study. Indian J. Dermatol. 58(5), 360 (2013)","journal-title":"Indian J. Dermatol."},{"issue":"2004","key":"19_CR21","first-page":"41","volume":"2","author":"S Haykin","year":"2004","unstructured":"Haykin, S., Network, N.: A comprehensive foundation. Neural Netw. 2(2004), 41 (2004)","journal-title":"Neural Netw."},{"key":"19_CR22","doi-asserted-by":"crossref","unstructured":"de Oliveira, A.C.S., de Souza, A.A., Lacerda, W.S., Gon\u00e7alves, L.R.: Aplica\u00e7\u00e3o de redes neurais artificiais na previs\u00e3o da produ\u00e7\u00e3o de \u00e1lcool (2010)","DOI":"10.1590\/S1413-70542010000200002"},{"key":"19_CR23","unstructured":"Calvo, R.: Arquitetura h\u00edbrida inteligente para navega\u00e7\u00e3o aut\u00f4noma de rob\u00f4s (Doctoral dissertation, Universidade de S\u00e3o Paulo) (2007)"},{"key":"19_CR24","unstructured":"https:\/\/www.researchgate.net\/publication\/221908927_Development_of_Fuzzy-Logic-Based_Self_Tuning_PI_Controller_for_Servomotor\/figures?lo=1&utm_source=google&utm_medium=organic. Accessed 31 May 2018"},{"issue":"1","key":"19_CR25","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1016\/0165-0114(91)90047-T","volume":"40","author":"W Pedrycz","year":"1991","unstructured":"Pedrycz, W.: Processing in relational structures: fuzzy relational equations. Fuzzy Sets Syst. 40(1), 77\u2013106 (1991)","journal-title":"Fuzzy Sets Syst."},{"issue":"3","key":"19_CR26","doi-asserted-by":"publisher","first-page":"665","DOI":"10.1109\/21.256541","volume":"23","author":"JS Jang","year":"1993","unstructured":"Jang, J.S.: ANFIS: adaptive-network-based fuzzy inference system. IEEE Trans. Syst. Man Cybern. 23(3), 665\u2013685 (1993)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"19_CR27","doi-asserted-by":"crossref","unstructured":"Lemos, A., Caminhas, W., Gomide, F.: New uninorm-based neuron model and fuzzy neural networks. In: Fuzzy Information Processing Society (NAFIPS), 2010 Annual Meeting of the North American, pp. 1\u20136. IEEE, July 2010","DOI":"10.1109\/NAFIPS.2010.5548195"},{"key":"19_CR28","doi-asserted-by":"crossref","unstructured":"Bach, F.R.: Bolasso: model consistent lasso estimation through the bootstrap. In: Proceedings of the 25th international conference on Machine learning, pp. 33\u201340. ACM, July 2008","DOI":"10.1145\/1390156.1390161"},{"key":"19_CR29","unstructured":"UCI Machine Learning- Immunotherapy Dataset Data Set https:\/\/archive.ics.uci.edu\/ml\/datasets\/Immunotherapy+Dataset#. Accessed 31 May 2018"},{"key":"19_CR30","unstructured":"Guttenberg, N., Kanai, R.: Learning to generate classifiers. arXiv preprint arXiv:1803.11373 (2018)"}],"container-title":["Lecture Notes in Computer Science","Advances in Artificial Intelligence \u2013 IBERAMIA 2018"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-03928-8_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,19]],"date-time":"2024-10-19T18:04:06Z","timestamp":1729361046000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-03928-8_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030039271","9783030039288"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-03928-8_19","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"IBERAMIA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ibero-American Conference on Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Trujillo","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Peru","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":"13 November 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 November 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iberamia2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.iberamia.org\/iberamia\/iberamia2018\/","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"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"92","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"41","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"45% - 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"}},{"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"}},{"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"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}}]}}