{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,29]],"date-time":"2025-11-29T16:19:56Z","timestamp":1764433196297},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030034016"},{"type":"electronic","value":"9783030034023"}],"license":[{"start":{"date-parts":[[2018,12,6]],"date-time":"2018-12-06T00:00:00Z","timestamp":1544054400000},"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":[[2019]]},"DOI":"10.1007\/978-3-030-03402-3_31","type":"book-chapter","created":{"date-parts":[[2018,12,5]],"date-time":"2018-12-05T14:57:03Z","timestamp":1544021823000},"page":"451-467","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Prediction Model for Prevalence of Type-2 Diabetes Complications with ANN Approach Combining with K-Fold Cross Validation and K-Means Clustering"],"prefix":"10.1007","author":[{"given":"Md. Tahsir Ahmed","family":"Munna","sequence":"first","affiliation":[]},{"given":"Mirza Mohtashim","family":"Alam","sequence":"additional","affiliation":[]},{"given":"Shaikh Muhammad","family":"Allayear","sequence":"additional","affiliation":[]},{"given":"Kaushik","family":"Sarker","sequence":"additional","affiliation":[]},{"given":"Sheikh Joly Ferdaus","family":"Ara","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,12,6]]},"reference":[{"key":"31_CR1","doi-asserted-by":"crossref","unstructured":"Arena, J.G.: Behavioral medicine consulation. In: Handbook of Clinical Interviewing with Adults, p. 446 (2007)","DOI":"10.4135\/9781412982733.n28"},{"key":"31_CR2","unstructured":"Mahmoodi,M., Hosseini-Zijoud, S.M., Hassan Shahi, G.H., Nabati, S., Modarresi, M., Mehrabian, M., Sayyadi, A.R., Hajizadeh, M.R.: J. Diabetes Endocrinol. 4(1), 1\u20135, January 2013. ISSN 2141-2685- Academic Journal"},{"key":"31_CR3","unstructured":"What is Diabetes? (n.d.). https:\/\/www.diabetesresearch.org\/what-is-diabetes . Accessed 28 Aug 2017"},{"key":"31_CR4","unstructured":"The State of Diabetes in Bangladesh, 05 October 2016. http:\/\/futurestartup.com\/2016\/07\/27\/the-state-of-diabetes-in-bangladesh\/ . Accessed 28 Aug 2017"},{"issue":"4","key":"31_CR5","doi-asserted-by":"publisher","first-page":"283","DOI":"10.4103\/0970-0218.91330","volume":"36","author":"NC Vaz","year":"2011","unstructured":"Vaz, N.C., Ferreira, A.M., Kulkarni, M.S., Vaz, F.S., Pintondian, N.R.: Prevalence of diabetic complications in rural Goa, India. J. Community Med. 36(4), 283\u2013286 (2011). https:\/\/doi.org\/10.4103\/0970-0218.91330","journal-title":"J. Community Med."},{"key":"31_CR6","doi-asserted-by":"publisher","first-page":"537","DOI":"10.2337\/diacare.20.4.537","volume":"20","author":"HB Cao","year":"1997","unstructured":"Cao, H.B., Liu, P.A., Jiang, X.G., Jiang, Y.Y., Wang, J.P., Zheng, H., Zhang, H., Bennett, P.H., Howard, B.V.: Effects of diet and exercise in preventing NIDDM in people with impaired glucose tolerance: the Da Qing IGT and diabetes study. Diabetes Care 20, 537\u2013544 (1997)","journal-title":"Diabetes Care"},{"key":"31_CR7","unstructured":"Nicole, R.: Title of paper with only first word capitalized. J. Name Stand. Abbrev. (in press)"},{"key":"31_CR8","doi-asserted-by":"publisher","first-page":"740","DOI":"10.1109\/TJMJ.1987.4549593","volume":"2","author":"Y Yorozu","year":"1987","unstructured":"Yorozu, Y., Hirano, M., Oka, K., Tagawa, Y.: Electron spectroscopy studies on magneto-optical media and plastic substrate interface. IEEE Transl. J. Magn. Japan 2, 740\u2013741 (1987). [Digests 9th Annual Conf. Magnetics Japan, p. 301, 1982]","journal-title":"IEEE Transl. J. Magn. Japan"},{"issue":"3","key":"31_CR9","first-page":"224","volume":"2","author":"K Rajesh","year":"2012","unstructured":"Rajesh, K., Sangeetha, V.: Application of data mining methods and techniques for diabetes diagnosis. Int. J. Eng. Innov. Technol. 2(3), 224\u2013229 (2012)","journal-title":"Int. J. Eng. Innov. Technol."},{"issue":"1","key":"31_CR10","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1016\/j.diabres.2013.01.023","volume":"100","author":"C Wang","year":"2013","unstructured":"Wang, C., Li, L., Wang, L., Ping, Z., Flory, M.T., Wang, G., Li, W.: Evaluating the risk of type 2 diabetes mellitus using artificial neural network: an effective classification approach. Diabetes Res. Clin. Pract. 100(1), 111\u2013118 (2013)","journal-title":"Diabetes Res. Clin. Pract."},{"issue":"1","key":"31_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/S0933-3657(02)00088-X","volume":"27","author":"AE Smith","year":"2003","unstructured":"Smith, A.E., Nugent, C.D., McClean, S.I.: Evaluation of inherent performance of intelligent medical decision support systems: utilising neural networks as an example. Artif. Intell. Med. 27(1), 1\u201327 (2003)","journal-title":"Artif. Intell. Med."},{"issue":"2","key":"31_CR12","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1016\/j.cmpb.2008.06.013","volume":"92","author":"CS Lin","year":"2008","unstructured":"Lin, C.S., Chiu, J.S., Hsieh, M.H., Mok, M.S., Li, Y.C., Chiu, H.W.: Predicting hypotensive episodes during spinal anesthesia with the application of artificial neural networks. Comput. Methods Programs Biomed. 92(2), 193\u2013197 (2008)","journal-title":"Comput. Methods Programs Biomed."},{"issue":"18","key":"31_CR13","doi-asserted-by":"publisher","first-page":"2206","DOI":"10.1161\/01.CIR.0000095270.85646.E8","volume":"108","author":"R Wolk","year":"2003","unstructured":"Wolk, R., Berger, P., Lennon, R.J., Brilakis, E.S., Somers, V.K.: Body mass index. Circulation 108(18), 2206\u20132211 (2003)","journal-title":"Circulation"},{"issue":"3","key":"31_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.4018\/jdwm.2007070101","volume":"3","author":"G Tsoumakas","year":"2006","unstructured":"Tsoumakas, G., Katakis, I.: Multi-label classification: an overview. Int. J. Data Warehous. Min. 3(3), 1\u201313 (2006)","journal-title":"Int. J. Data Warehous. Min."},{"key":"31_CR15","volume-title":"Learning Scikit-Learn: Machine Learning in Python","author":"R Garreta","year":"2013","unstructured":"Garreta, R., Moncecchi, G.: Learning Scikit-Learn: Machine Learning in Python. Packt Publishing Ltd., Birmingham (2013)"},{"key":"31_CR16","volume-title":"Mastering Machine Learning with Scikit-Learn","author":"G Hackeling","year":"2014","unstructured":"Hackeling, G.: Mastering Machine Learning with Scikit-Learn. Packt Publishing Ltd., Birmingham (2014)"},{"key":"31_CR17","unstructured":"Guo, C., Berkhahn, F.: Entity Embeddings of Categorical Variables. arXiv preprint arXiv:1604.06737 (2016)"},{"key":"31_CR18","unstructured":"Principe, J.C., Fancourt, C.L.: Artificial neural networks. In: Handbook of Global Optimization, vol. 2, pp. 363\u2013386 (2013)"},{"issue":"2","key":"31_CR19","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1016\/S0031-3203(02)00060-2","volume":"36","author":"A Likas","year":"2003","unstructured":"Likas, A., Vlassis, N., Verbeek, J.J.: The global k-means clustering algorithm. Pattern Recognit. 36(2), 451\u2013461 (2003)","journal-title":"Pattern Recognit."}],"container-title":["Advances in Intelligent Systems and Computing","Advances in Information and Communication Networks"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-03402-3_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,11,6]],"date-time":"2019-11-06T15:50:59Z","timestamp":1573055459000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-03402-3_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,6]]},"ISBN":["9783030034016","9783030034023"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-03402-3_31","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2018,12,6]]},"assertion":[{"value":"FICC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Future of Information and Communication Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Singapore","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Singapore","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":"5 April 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 April 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ficc2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/saiconference.com\/Conferences\/FICC2018","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}