{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T17:38:36Z","timestamp":1742924316804,"version":"3.40.3"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319582733"},{"type":"electronic","value":"9783319582740"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"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":[[2017]]},"DOI":"10.1007\/978-3-319-58274-0_29","type":"book-chapter","created":{"date-parts":[[2017,4,26]],"date-time":"2017-04-26T15:06:36Z","timestamp":1493219196000},"page":"359-372","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":18,"title":["Objective Clustering Inductive Technology of Gene Expression Sequences Features"],"prefix":"10.1007","author":[{"given":"Sergii","family":"Babichev","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Volodymyr","family":"Lytvynenko","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maxim","family":"Korobchynskyi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mochamed Ali","family":"Taiff","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,4,27]]},"reference":[{"key":"29_CR1","unstructured":"Machine learning school of computing university of eastern finland. Clustering datasets. https:\/\/cs.joensuu.fi\/sipu\/datasets\/"},{"issue":"1","key":"29_CR2","doi-asserted-by":"publisher","first-page":"70","DOI":"10.7124\/bc.00090F","volume":"32","author":"SA Babichev","year":"2016","unstructured":"Babichev, S.A., Kornelyuk, A.I., Lytvynenko, V.I., Osypenko, V.: Computational analysis of microarray gene expression profiles of lung cancer. Biopolymers Cell 32(1), 70\u201379 (2016). http:\/\/biopolymers.org.ua\/content\/32\/1\/070\/","journal-title":"Biopolymers Cell"},{"key":"29_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18052\/www.scipress.com\/IFSL.8.1","volume":"8","author":"S Babichev","year":"2016","unstructured":"Babichev, S., Taif, M.A., Lytvynenko, V.: Filtration of dna nucleotide gene expression profiles in the systems of biological objects clustering. Int. Front. Sci. Lett. 8, 1\u20138 (2016). https:\/\/www.scipress.com\/IFSL.8.1","journal-title":"Int. Front. Sci. Lett."},{"key":"29_CR4","doi-asserted-by":"crossref","unstructured":"Babichev, S., Taif, M.A., Lytvynenko, V.: Inductive model of data clustering based on the agglomerative hierarchical algorithm. In: Proceeding of the 2016 IEEE First International Conference on Data Stream Mining and Processing (DSMP), pp. 19\u201322 (2016). http:\/\/ieeexplore.ieee.org\/document\/7583499\/","DOI":"10.1109\/DSMP.2016.7583499"},{"issue":"8","key":"29_CR5","doi-asserted-by":"crossref","first-page":"816","DOI":"10.1038\/nm733","volume":"8","author":"DG Beer","year":"2002","unstructured":"Beer, D.G., Kardia, S.L., et al.: Gene-expression profiles predict survival of patients with lung adenocarcinoma. Nat. Med. 8(8), 816\u2013824 (2002). http:\/\/www.nature.com\/nm\/journal\/v8\/n8\/full\/nm733.html","journal-title":"Nat. Med."},{"issue":"3","key":"29_CR6","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1093\/bib\/bbs032","volume":"14","author":"K Eren","year":"2012","unstructured":"Eren, K., Deveci, M., Kucuktunc, O., Catalyurek, U.V.: A comparative analysis of biclustering algorithms for gene expression data. Briefings Bioinform. 14(3), 279\u2013292 (2012). https:\/\/doi.org\/10.1093\/bib\/bbs032","journal-title":"Briefings Bioinform."},{"issue":"3","key":"29_CR7","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1145\/601858.601862","volume":"31","author":"M Halkidi","year":"2002","unstructured":"Halkidi, M., Batistakis, Y., Vazirgiannis, M.: Clustering validity checking methods: Part 2. ACM SIGMOD Rec. 31(3), 19\u201327 (2002). https:\/\/www.researchgate.net\/publication\/2533655_Clustering_Validity_Checking_Methods_Part_II","journal-title":"ACM SIGMOD Rec."},{"key":"29_CR8","unstructured":"Halkidi, M., Vazirgiannis, M.: Clustering validity assessment: finding the optimal partitioning of a data set, pp. 187\u2013194 (2001). http:\/\/ieeexplore.ieee.org\/document\/989517\/?reload=true&arnumber=989517"},{"key":"29_CR9","first-page":"64","volume":"3","author":"A Ivakhnenko","year":"1968","unstructured":"Ivakhnenko, A.: Group method of data handling as competitor to the method of stochastic approximation. Sov. Autom. Control 3, 64\u201378 (1968)","journal-title":"Sov. Autom. Control"},{"key":"29_CR10","unstructured":"Kaiser, S.: Biclustering: methods, software and application (2011). https:\/\/edoc.ub.uni-muenchen.de\/13073\/"},{"issue":"4","key":"29_CR11","doi-asserted-by":"publisher","first-page":"703","DOI":"10.1101\/gr.648603","volume":"13","author":"Y Kluger","year":"1985","unstructured":"Kluger, Y., Basry, R., Chang, J., Gerstein, M.: Spectral biclustering of microarray data: coclustering genes and conditions. Genome Res. 13(4), 703\u2013716 (1985). http:\/\/genome.cshlp.org\/content\/13\/4\/703.abstract","journal-title":"Genome Res."},{"issue":"1","key":"29_CR12","doi-asserted-by":"publisher","first-page":"23","DOI":"10.2307\/2531893","volume":"44","author":"W Krzanowski","year":"1985","unstructured":"Krzanowski, W., Lai, Y.: A criterion for determining the number of groups in a data set using sum of squares clustering. Biometrics 44(1), 23\u201334 (1985). https:\/\/www.jstor.org\/stable\/2531893?seq=1#page_scan_tab_contents","journal-title":"Biometrics"},{"key":"29_CR13","unstructured":"Kulczycki, P., Kowalski, P.A., Lukasik, S., Zak, S.: Seeds data set. http:\/\/archive.ics.uci.edu\/ml\/datasets\/seeds"},{"key":"29_CR14","unstructured":"Madala, H., Ivakhnenko, A.: Inductive Learning Algorithms for Complex Systems Modeling, pp. 26\u201351. CRC Press (1994). http:\/\/www.gmdh.net\/articles\/theory\/ch2.pdf"},{"issue":"2","key":"29_CR15","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1007\/BF02294245","volume":"50","author":"G Milligan","year":"1985","unstructured":"Milligan, G., Cooper, M.: An examination of procedures for determining the number of clusters in a data set. Psychometrika 50(2), 159\u2013179 (1985). http:\/\/link.springer.com\/article\/10.1007\/BF02294245","journal-title":"Psychometrika"},{"key":"29_CR16","first-page":"67","volume":"58","author":"VV Osypenko","year":"2011","unstructured":"Osypenko, V.V., Reshetjuk, V.M.: The methodology of inductive system analysis as a tool of engineering researches analytical planning. Agric. Forest Eng. 58, 67\u201371 (2011). http:\/\/annals-wuls.sggw.pl\/?q=node\/234","journal-title":"Agric. Forest Eng."},{"key":"29_CR17","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1016\/j.jbi.2015.06.028","volume":"57","author":"B Pontes","year":"2015","unstructured":"Pontes, B., Giraldez, R., Aguilar-Ruiz, J.S.: Biclustering on expression data: a review. J. Biomed. Inf. 57, 163\u2013180 (2015). https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/26160444","journal-title":"J. Biomed. Inf."},{"key":"29_CR18","first-page":"86","volume":"2","author":"L Sarycheva","year":"2008","unstructured":"Sarycheva, L.: Objective cluster analysis of data based on the group method of data handling. Probl. Control Automatics 2, 86\u2013104 (2008)","journal-title":"Probl. Control Automatics"},{"issue":"12","key":"29_CR19","doi-asserted-by":"publisher","first-page":"2483","DOI":"10.1162\/0899766042321751","volume":"16","author":"S Still","year":"2004","unstructured":"Still, S., Bialek, W.: How many clusters? An information theoretic perspective. Neural Comput. 16(12), 2483\u20132506 (2004). http:\/\/www.mitpressjournals.org\/doi\/abs\/10.1162\/0899766042321751#.WJst02_hCUl","journal-title":"Neural Comput."},{"issue":"8","key":"29_CR20","doi-asserted-by":"publisher","first-page":"841","DOI":"10.1109\/34.85677","volume":"13","author":"X Xie","year":"1991","unstructured":"Xie, X., Beni, G.: A validity measure for fuzzy clustering. IEEE Trans. Pattern Anal. Mach. Intell. 13(8), 841\u2013847 (1991). http:\/\/dl.acm.org\/citation.cfm?id=117682","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."}],"container-title":["Communications in Computer and Information Science","Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-58274-0_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T19:37:11Z","timestamp":1710272231000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-58274-0_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319582733","9783319582740"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-58274-0_29","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"27 April 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"BDAS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference: Beyond Databases, Architectures and Structures","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ustro\u0144","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Poland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 May 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 June 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bdas2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/bdas.polsl.pl\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}