{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T22:54:46Z","timestamp":1773615286281,"version":"3.50.1"},"reference-count":15,"publisher":"Allerton Press","issue":"1","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"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":["Aut. Control Comp. Sci."],"published-print":{"date-parts":[[2019,1]]},"DOI":"10.3103\/s0146411619010073","type":"journal-article","created":{"date-parts":[[2019,4,16]],"date-time":"2019-04-16T15:41:50Z","timestamp":1555429310000},"page":"28-38","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Classification Methodology for Bioinformatics Data Analysis"],"prefix":"10.3103","volume":"53","author":[{"given":"M.","family":"Gasparovica-As\u012bte","sequence":"first","affiliation":[]},{"given":"L.","family":"Aleksejeva","sequence":"additional","affiliation":[]}],"member":"1627","published-online":{"date-parts":[[2019,4,16]]},"reference":[{"key":"7102_CR1","unstructured":"Nigles, M. and Linge, J.P., Bioinformatics, France: Institut Pasteur, 2015. http:\/\/www.pasteur.fr\/recherche\/ unites\/Binfs\/definition\/bioinformatics_definition.html. Accessed April 12, 2015."},{"key":"7102_CR2","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1016\/S0306-4379(02)00072-8","volume":"28","author":"Y. Lu","year":"2003","unstructured":"Lu, Y. and Han, J., Cancer classification using gene expression data, Inf. Syst., 2003, vol. 28, pp. 243\u2013268.","journal-title":"Inf. Syst."},{"key":"7102_CR3","doi-asserted-by":"crossref","unstructured":"Zhang, N. and Lu, W.F., An efficient data preprocessing method for mining customer survey data, Industrial Informatics, 5th IEEE International Conference, Vienna, 2007, pp. 573\u2013578.","DOI":"10.1109\/INDIN.2007.4384821"},{"key":"7102_CR4","unstructured":"Data preprocessing techniques for data mining, Winter School on \u201cData Mining Techniques and Tools for Knowledge Discovery in Agricultural Datasets,\u201d Indian Agricultural Statistics Research Institute, 2002, pp. 139\u2013144. http:\/\/www.iasri.res.in\/ebook\/win_school_aa\/notes\/Data_Preprocessing.pdf. Accessed April 15, 2015."},{"key":"7102_CR5","volume-title":"Introduction to Data Mining","author":"P.-N. Tan","year":"2005","unstructured":"Tan, P.-N., Steinbach, M., and Kumar, V., Introduction to Data Mining, Addison-Wesley, 2005."},{"key":"7102_CR6","doi-asserted-by":"crossref","unstructured":"Li, D., Deogun, J., Spaulding, W., et al., Rough sets and current trends in computing, Proceedings of 4th International Conference, RSCTC 2004, Uppsala, Berlin Heidelberg: Springer, 2004, pp. 573\u2013579.","DOI":"10.1007\/978-3-540-25929-9_70"},{"key":"7102_CR7","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-09823-4","volume-title":"Data Mining and Knowledge Discovery Handbook","author":"O. Maimon","year":"2010","unstructured":"Maimon, O. and Rokach, L., Data Mining and Knowledge Discovery Handbook, Berlin Heidelberg: Springer, 2010."},{"key":"7102_CR8","doi-asserted-by":"publisher","first-page":"2507","DOI":"10.1093\/bioinformatics\/btm344","volume":"23","author":"Y. Saeys","year":"2007","unstructured":"Saeys, Y., Inza, I., and Larranaga, P., A review of feature selection techniques in bioinformatics, Bioinformatics, 2007, vol. 23, no. 19, pp. 2507\u20132517.","journal-title":"Bioinformatics"},{"key":"7102_CR9","volume-title":"Data Mining: Concepts and Techniques","author":"J. Han","year":"2005","unstructured":"Han, J., Kamber, M., and Pie, J., Data Mining: Concepts and Techniques, San Francisco: Morgan Kaufmann Publishers, 2005, 2nd ed."},{"key":"7102_CR10","unstructured":"Gasparovica, M. and Aleksejeva, L., Feature selection for bioinformatics data sets\u2014is it recommended?, Proceedings of the 5th International Conference on Applied Information and Communication Technologies (AICT2012), Latvia, Jelgava, April 26\u201327,\n                           2012, Jelgava, 2012, pp. 325\u2013335."},{"key":"7102_CR11","first-page":"255","volume":"17","author":"J. Alcal\u00e1-Fdez","year":"2011","unstructured":"Alcal\u00e1-Fdez, J., Fernandez, A. Luengo, J., et al., KEEL data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework, J. Mult.-Valued Logic Soft Comput., 2011, vol. 17, nos.\u00a02\u20133, pp. 255\u2013287.","journal-title":"Valued Logic Soft Comput."},{"key":"7102_CR12","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1145\/1656274.1656278","volume":"11","author":"M. Hall","year":"2009","unstructured":"Hall, M., Frank, E., Holmes, G., et al., The WEKA data mining software: An update, ACM SIGKDD Explor. Newsl., 2009, vol. 11, no. 1, pp. 10\u201318.","journal-title":"ACM SIGKDD Explor. Newsl."},{"key":"7102_CR13","unstructured":"Sensitivity and Specificity, Michigan State University, Office of Medical Education Research and Development, College of Human Medicine, 2008. http:\/\/omerad.msu.edu\/ebm\/Diagnosis\/Diagnosis4.html. Accessed April 21, 2015."},{"key":"7102_CR14","unstructured":"Yu, L. and Liu, H., Feature selection for high-dimensional data: A fast correlation-based filter solution, Proceedings of the 20th International Conference on Machine Learning (ICML-2003), August 21\u201324,\n                           2003, Washington, DC: AAAI Press, Menlo Park, California, 2003, pp. 856\u2013863."},{"key":"7102_CR15","unstructured":"Gasparovica-Asite, M., Fuzzy classification methodology for processing and analyzing bioinformatics data, PhD Thesis, Riga: Riga Technical University, 2015."}],"container-title":["Automatic Control and Computer Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.3103\/S0146411619010073.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.3103\/S0146411619010073","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.3103\/S0146411619010073.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T21:57:54Z","timestamp":1773611874000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.3103\/S0146411619010073"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,1]]},"references-count":15,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,1]]}},"alternative-id":["7102"],"URL":"https:\/\/doi.org\/10.3103\/s0146411619010073","relation":{},"ISSN":["0146-4116","1558-108X"],"issn-type":[{"value":"0146-4116","type":"print"},{"value":"1558-108X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,1]]},"assertion":[{"value":"26 February 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 July 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 July 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 April 2019","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}