{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T21:10:30Z","timestamp":1743109830135,"version":"3.40.3"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319912523"},{"type":"electronic","value":"9783319912530"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[[2018]]},"DOI":"10.1007\/978-3-319-91253-0_69","type":"book-chapter","created":{"date-parts":[[2018,5,10]],"date-time":"2018-05-10T14:55:13Z","timestamp":1525964113000},"page":"750-760","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Verification of Results in the Acquiring Knowledge Process Based on IBL Methodology"],"prefix":"10.1007","author":[{"given":"Lukasz","family":"Was","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0095-6796","authenticated-orcid":false,"given":"Piotr","family":"Milczarski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5591-8850","authenticated-orcid":false,"given":"Zofia","family":"Stawska","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Slawomir","family":"Wiak","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6456-7423","authenticated-orcid":false,"given":"Pawel","family":"Maslanka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marek","family":"Kot","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,5,11]]},"reference":[{"key":"69_CR1","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1016\/0020-7373(92)90018-G","volume":"36","author":"DW Aha","year":"1992","unstructured":"Aha, D.W.: Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms. Int. J. Man Mach. Stud. 36, 267\u2013287 (1992)","journal-title":"Int. J. Man Mach. Stud."},{"key":"69_CR2","first-page":"37","volume":"6","author":"DW Aha","year":"1991","unstructured":"Aha, D.W., Kibler, D., Albert, M.K.: Instance-based learning algorithms. Mach. Learn. 6, 37\u201366 (1991)","journal-title":"Mach. Learn."},{"key":"69_CR3","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4613-4154-3","volume-title":"Pattern Recognition: Ideas in Practice","author":"BG Batchelor","year":"1978","unstructured":"Batchelor, B.G.: Pattern Recognition: Ideas in Practice. Plenum Press, New York (1978)"},{"key":"69_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1007\/3-540-57868-4_50","volume-title":"Machine Learning: ECML-94","author":"Y Biberman","year":"1994","unstructured":"Biberman, Y.: A context similarity measure. In: Bergadano, F., De Raedt, L. (eds.) ECML 1994. LNCS, vol. 784, pp. 49\u201363. Springer, Heidelberg (1994). https:\/\/doi.org\/10.1007\/3-540-57868-4_50"},{"key":"69_CR5","series-title":"Information Science and Statistics","volume-title":"Pattern Recognition and Machine Learning","author":"C Bishop","year":"2006","unstructured":"Bishop, C.: Pattern Recognition and Machine Learning. Information Science and Statistics. Springer, New York (2006). ISSN 1613-9011"},{"key":"69_CR6","unstructured":"Brent, M.: Instance-based Learning: nearest neighbour with generalisation. Department of Computer Science, University of Waikato (1995)"},{"key":"69_CR7","doi-asserted-by":"crossref","unstructured":"Brodley, C.E.: Addressing the selective superiority problem: automatic algorithm\/model class selection. In: Proceedings of the Tenth International Machine Learning Conference, Amherst, MA, pp. 17\u201324 (1993)","DOI":"10.1016\/B978-1-55860-307-3.50009-5"},{"key":"69_CR8","first-page":"321","volume":"2","author":"DS Broomhead","year":"1988","unstructured":"Broomhead, D.S., Lowe, D.: Multi-variable functional interpolation and adaptive networks. Complex Syst. 2, 321\u2013355 (1988)","journal-title":"Complex Syst."},{"key":"69_CR9","unstructured":"Cameron-Jones, R.M.: Instance selection by encoding length heuristic with random mutation hill climbing. In: Proceedings of the Eighth Australian Joint Conference on Artificial Intelligence, pp. 99\u2013106 (1995)"},{"key":"69_CR10","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/S0734-189X(87)80014-2","volume":"37","author":"GA Carpenter","year":"1987","unstructured":"Carpenter, G.A., Grossberg, S.A.: Massively parallel architecture for a self-organizing neural pattern recognition machine. Comput. Vis. Graph. Image Process. 37, 54\u2013115 (1987)","journal-title":"Comput. Vis. Graph. Image Process."},{"issue":"11","key":"69_CR11","doi-asserted-by":"publisher","first-page":"1179","DOI":"10.1109\/T-C.1974.223827","volume":"23","author":"C-L Chang","year":"1974","unstructured":"Chang, C.-L.: Finding prototypes for nearest neighbor classifiers. IEEE Trans. Comput. 23(11), 1179\u20131184 (1974)","journal-title":"IEEE Trans. Comput."},{"issue":"3","key":"69_CR12","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1016\/j.artmed.2011.04.002","volume":"52","author":"F Gagliardi","year":"2011","unstructured":"Gagliardi, F.: Instance-based classifiers applied to medical databases: diagnosis and knowledge extraction. J. Artif. Intell. Med. 52(3), 123\u2013139 (2011)","journal-title":"J. Artif. Intell. Med."},{"key":"69_CR13","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1007\/978-3-642-23954-0_47","volume-title":"AI*IA 2011: Artificial Intelligence Around Man and Beyond","author":"F Gagliardi","year":"2011","unstructured":"Gagliardi, F.: Instance-based classifiers to discover the gradient of typicality in data. In: Pirrone, R., Sorbello, F. (eds.) AI*IA 2011. LNCS (LNAI), vol. 6934, pp. 457\u2013462. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-23954-0_47"},{"key":"69_CR14","series-title":"Springer Series in Statistics","doi-asserted-by":"publisher","first-page":"459","DOI":"10.1007\/978-0-387-84858-7_13","volume-title":"The Elements of Statistical Learning. Data Mining, Inference, and Prediction","author":"T Hastie","year":"2009","unstructured":"Hastie, T., Tibshirani, R., Friedman, J.: Prototype methods and nearest-neighbors. In: Hastie, T., Tibshirani, R., Friedman, J. (eds.) The Elements of Statistical Learning. Data Mining, Inference, and Prediction. SSS, pp. 459\u2013483. Springer, New York (2009). https:\/\/doi.org\/10.1007\/978-0-387-84858-7_13"},{"key":"69_CR15","doi-asserted-by":"crossref","unstructured":"Jaworek-Korjakowska, J., Tadeusiewicz, R.: Assessment of asymmetry in dermoscopic colour images of pigmented skin lesions. In: Proceedings of the IASTED International Conference on Biomedical Engineering, BioMed 2013, pp. 368\u2013375 (2013)","DOI":"10.2316\/P.2013.791-026"},{"key":"69_CR16","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-9011-2","volume-title":"Machine Learning Discriminative and Generative","author":"T Jebara","year":"2004","unstructured":"Jebara, T.: Machine Learning Discriminative and Generative. Springer, New York (2004). https:\/\/doi.org\/10.1007\/978-1-4419-9011-2"},{"key":"69_CR17","volume-title":"Comparative Study of Instance Based Learning and Back Propagation for Classification Problems","author":"N Kanwal","year":"2016","unstructured":"Kanwal, N., Bostanci, E.: Comparative Study of Instance Based Learning and Back Propagation for Classification Problems. GRIN Verlag, USA (2016)"},{"key":"69_CR18","doi-asserted-by":"crossref","unstructured":"Mendonca, T., Ferreira, P.M., Marques, J.S., Marcal, A.R.S., Rozeira, J.: PH2-a dermoscopic image database for research and benchmarking. In: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Osaka, pp. 5437\u20135440 (2013)","DOI":"10.1109\/EMBC.2013.6610779"},{"key":"69_CR19","doi-asserted-by":"crossref","unstructured":"Milczarski, P.: Skin lesion symmetry of hue distribution. In: Proceedings of the IEEE 9th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2017, pp. 1006\u20131013 (2017)","DOI":"10.1109\/IDAACS.2017.8095238"},{"key":"69_CR20","doi-asserted-by":"crossref","unstructured":"Milczarski, P., Stawska, Z., Ma\u015blanka, P.: Skin lesions dermatological shape asymmetry measures. In: Proceedings of the IEEE 9th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2017, pp. 1056\u20131062 (2017)","DOI":"10.1109\/IDAACS.2017.8095247"},{"key":"69_CR21","first-page":"32","volume":"4","author":"P Milczarski","year":"2017","unstructured":"Milczarski, P., Stawska, Z., Was, L., Wiak, S., Kot, M.: New dermatological asymmetry measure of skin lesions. Int. J. Neural Netw. Adv. Appl. 4, 32\u201338 (2017)","journal-title":"Int. J. Neural Netw. Adv. Appl."},{"key":"69_CR22","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"677","DOI":"10.1007\/978-3-319-59063-9_61","volume-title":"Artificial Intelligence and Soft Computing","author":"L Was","year":"2017","unstructured":"Was, L., Milczarski, P., Stawska, Z., Wyczechowski, M., Kot, M., Wiak, S., Wozniacka, A., Pietrzak, L.: Analysis of dermatoses using segmentation and color hue in reference to skin lesions. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2017. LNCS (LNAI), vol. 10245, pp. 677\u2013689. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-59063-9_61"},{"key":"69_CR23","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1023\/A:1007626913721","volume":"37","author":"DR Wilson","year":"2000","unstructured":"Wilson, D.R., Martinez, T.R.: Reduction techniques for instance-based learning algorithms. Mach. Learn. 37, 257\u2013286 (2000)","journal-title":"Mach. Learn."}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence and Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-91253-0_69","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T14:46:57Z","timestamp":1710341217000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-91253-0_69"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319912523","9783319912530"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-91253-0_69","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":"11 May 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICAISC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Artificial Intelligence and Soft Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Zakopane","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":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 June 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 June 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icaisc2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/icaisc.eu\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}