{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,19]],"date-time":"2025-11-19T19:25:31Z","timestamp":1763580331371,"version":"3.40.3"},"publisher-location":"Cham","reference-count":29,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319608365"},{"type":"electronic","value":"9783319608372"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-60837-2_28","type":"book-chapter","created":{"date-parts":[[2017,6,20]],"date-time":"2017-06-20T21:13:51Z","timestamp":1497993231000},"page":"329-349","source":"Crossref","is-referenced-by-count":10,"title":["On Combining Discretisation Parameters and Attribute Ranking for Selection of Decision Rules"],"prefix":"10.1007","author":[{"given":"Urszula","family":"Sta\u0144czyk","sequence":"first","affiliation":[]},{"given":"Beata","family":"Zielosko","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,22]]},"reference":[{"key":"28_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-12337-5","volume-title":"The Structure of Style: Algorithmic Approaches to Understanding Manner and Meaning","year":"2010","unstructured":"Argamon, S., Burns, K., Dubnov, S. (eds.): The Structure of Style: Algorithmic Approaches to Understanding Manner and Meaning. Springer, Berlin (2010). doi: 10.1007\/978-3-642-12337-5"},{"key":"28_CR2","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1007\/978-3-319-47217-1_9","volume-title":"Computer and Information Sciences","author":"G Baron","year":"2016","unstructured":"Baron, G.: Comparison of cross-validation and test sets approaches to evaluation of classifiers in authorship attribution domain. In: Czach\u00f3rski, T., Gelenbe, E., Grochla, K., Lent, R. (eds.) ISCIS 2016. CCIS, vol. 659, pp. 81\u201389. Springer, Cham (2016). doi: 10.1007\/978-3-319-47217-1_9"},{"key":"28_CR3","series-title":"Smart Innovation, Systems and Technologies","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1007\/978-3-319-39627-9_14","volume-title":"Intelligent Decision Technologies 2016","author":"G Baron","year":"2016","unstructured":"Baron, G., Har\u0119\u017clak, K.: On approaches to discretization of datasets used for evaluation of decision\u00a0systems. In: Czarnowski, I., Caballero, A.M., Howlett, R.J., Jain, L.C. (eds.) Intelligent Decision Technologies 2016. SIST, vol. 57, pp. 149\u2013159. Springer, Cham (2016). doi: 10.1007\/978-3-319-39627-9_14"},{"key":"28_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1007\/11427834_2","volume-title":"Transactions on Rough Sets III","author":"JG Bazan","year":"2005","unstructured":"Bazan, J.G., Szczuka, M.: The rough set exploration system. In: Peters, J.F., Skowron, A. (eds.) Transactions on Rough Sets III. LNCS, vol. 3400, pp. 37\u201356. Springer, Heidelberg (2005). doi: 10.1007\/11427834_2"},{"key":"28_CR5","doi-asserted-by":"publisher","first-page":"284","DOI":"10.1016\/j.engappai.2011.09.003","volume":"25","author":"J B\u0142aszczy\u0144ski","year":"2012","unstructured":"B\u0142aszczy\u0144ski, J., Greco, S., S\u0142owi\u0144ski, R.: Inductive discovery of laws using monotonic rules. Eng. Appl. Artif. Intell. 25, 284\u2013294 (2012)","journal-title":"Eng. Appl. Artif. Intell."},{"key":"28_CR6","volume-title":"A Companion to Digital Humanities","author":"J Burrows","year":"2004","unstructured":"Burrows, J.: Textual analysis. In: Schreibman, S., Siemens, R., Unsworth, J. (eds.) A Companion to Digital Humanities. Blackwell, Oxford (2004)"},{"key":"28_CR7","series-title":"Intelligent Systems Reference Library","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-28667-4","volume-title":"Three Approaches to Data Analysis - Test Theory, Rough Sets and Logical Analysis of Data","author":"I Chikalov","year":"2013","unstructured":"Chikalov, I., Lozin, V., Lozina, I., Moshkov, M., Nguyen, H., Skowron, A., Zielosko, B.: Three Approaches to Data Analysis - Test Theory, Rough Sets and Logical Analysis of Data. Intelligent Systems Reference Library, vol. 41. Springer, Heidelberg (2013). doi: 10.1007\/978-3-642-28667-4"},{"key":"28_CR8","volume-title":"A Companion to Digital Humanities","author":"H Craig","year":"2004","unstructured":"Craig, H.: Stylistic analysis and authorship studies. In: Schreibman, S., Siemens, R., Unsworth, J. (eds.) A Companion to Digital Humanities. Blackwell, Oxford (2004)"},{"key":"28_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"726","DOI":"10.1007\/978-3-540-73451-2_76","volume-title":"Rough Sets and Intelligent Systems Paradigms","author":"K Cyran","year":"2007","unstructured":"Cyran, K., Stanczyk, U.: Indiscernibility relation for continuous attributes: application in image recognition. In: Kryszkiewicz, M., Peters, J.F., Rybinski, H., Skowron, A. (eds.) RSEISP 2007. LNCS, vol. 4585, pp. 726\u2013735. Springer, Heidelberg (2007). doi: 10.1007\/978-3-540-73451-2_76"},{"key":"28_CR10","doi-asserted-by":"crossref","unstructured":"Dougherty, J., Kohavi, R., Sahami, M.: Supervised and unsupervised discretization of continuous features. In: Machine Learning Proceedings 1995: Proceedings of the 12th International Conference on Machine Learning, pp. 194\u2013202. Elsevier (1995)","DOI":"10.1016\/B978-1-55860-377-6.50032-3"},{"key":"28_CR11","unstructured":"Fayyad, U., Irani, K.: Multi-interval discretization of continuous valued attributes for classification learning. In: The 13th International Joint Conference on Artificial Intelligence, vol. 2, pp. 1022\u20131027. Morgan Kaufmann Publishers (1993)"},{"key":"28_CR12","unstructured":"Greco, S., Matarazzo, B., S\u0142owi\u0144ski, R.: The use of rough sets and fuzzy sets in MCDM. In: Gal, T., Hanne, T., Stewart, T. (eds.) Advances in Multiple Criteria Decision Making, chap. 14, pp. 14.1\u201314.59. Kluwer Academic Publishers, Dordrecht (1999)"},{"key":"28_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1007\/978-3-540-71663-1_3","volume-title":"Transactions on Rough Sets VII","author":"S Greco","year":"2007","unstructured":"Greco, S., Matarazzo, B., S\u0142owi\u0144ski, R.: Dominance-based rough set approach as a proper way of handling graduality in rough set theory. In: Peters, J.F., Skowron, A., Marek, V.W., Or\u0142owska, E., S\u0142owi\u0144ski, R., Ziarko, W. (eds.) Transactions on Rough Sets VII. LNCS, vol. 4400, pp. 36\u201352. Springer, Heidelberg (2007). doi: 10.1007\/978-3-540-71663-1_3"},{"issue":"1","key":"28_CR14","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., Pfahringer, B., Reutemann, P., Witten, I.: The WEKA data mining software: an update. SIGKDD Explor. 11(1), 10\u201318 (2009)","journal-title":"SIGKDD Explor."},{"issue":"2","key":"28_CR15","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1093\/llc\/fqq001","volume":"25","author":"M Jockers","year":"2010","unstructured":"Jockers, M., Witten, D.: A comparative study of machine learning methods for authorship attribution. Lit. Linguist. Comput. 25(2), 215\u2013223 (2010)","journal-title":"Lit. Linguist. Comput."},{"key":"28_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1007\/3-540-57868-4_57","volume-title":"Machine Learning: ECML-94","author":"I Kononenko","year":"1994","unstructured":"Kononenko, I.: Estimating attributes: analysis and extensions of RELIEF. In: Bergadano, F., Raedt, L. (eds.) ECML 1994. LNCS, vol. 784, pp. 171\u2013182. Springer, Heidelberg (1994). doi: 10.1007\/3-540-57868-4_57"},{"issue":"1","key":"28_CR17","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1002\/asi.20961","volume":"60","author":"M Koppel","year":"2009","unstructured":"Koppel, M., Schler, J., Argamon, S.: Computational methods in authorship attribution. J. Am. Soc. Inf. Sci. Technol. 60(1), 9\u201326 (2009)","journal-title":"J. Am. Soc. Inf. Sci. Technol."},{"issue":"1","key":"28_CR18","first-page":"47","volume":"32","author":"S Kotsiantis","year":"2006","unstructured":"Kotsiantis, S., Kanellopoulos, D.: Discretization techniques: a recent survey. GESTS Int. Trans. Comput. Sci. Eng. 32(1), 47\u201358 (2006)","journal-title":"GESTS Int. Trans. Comput. Sci. Eng."},{"key":"28_CR19","doi-asserted-by":"crossref","unstructured":"Michalak, M., Sikora, M., Wr\u00f3bel, L.: Rule quality measures settings in a sequential covering rule induction algorithm - an empirical approach. In: Proceedings of the 2015 Federated Conference on Computer Science and Information Systems. ACSIS-Annals of Computer Science and Information Systems, vol. 5, pp. 109\u2013118 (2015)","DOI":"10.15439\/2015F388"},{"key":"28_CR20","series-title":"Studies in Computational Intelligence","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-20995-6","volume-title":"Combinatorial Machine Learning - A Rough Set Approach","author":"M Moshkov","year":"2011","unstructured":"Moshkov, M., Zielosko, B.: Combinatorial Machine Learning - A Rough Set Approach. Studies in Computational Intelligence, vol. 360. Springer, Heidelberg (2011). doi: 10.1007\/978-3-642-20995-6"},{"key":"28_CR21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/S0020-0255(02)00197-4","volume":"147","author":"Z Pawlak","year":"2002","unstructured":"Pawlak, Z.: Rough sets and intelligent data analysis. Inf. Sci. 147, 1\u201312 (2002)","journal-title":"Inf. Sci."},{"issue":"1","key":"28_CR22","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1016\/j.ins.2006.06.007","volume":"177","author":"Z Pawlak","year":"2007","unstructured":"Pawlak, Z., Skowron, A.: Rough sets and Boolean reasoning. Inf. Sci. 177(1), 41\u201373 (2007)","journal-title":"Inf. Sci."},{"issue":"3","key":"28_CR23","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1198\/000313002100","volume":"56","author":"R Peng","year":"2002","unstructured":"Peng, R., Hengartner, H.: Quantitative analysis of literary styles. Am. Stat. 56(3), 15\u201338 (2002)","journal-title":"Am. Stat."},{"key":"28_CR24","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1007\/978-3-540-73451-2_2","volume-title":"Rough Sets and Intelligent Systems Paradigms","author":"R S\u0142owi\u0144ski","year":"2007","unstructured":"S\u0142owi\u0144ski, R., Greco, S., Matarazzo, B.: Dominance-based rough set approach to reasoning about ordinal data. In: Kryszkiewicz, M., Peters, J.F., Rybinski, H., Skowron, A. (eds.) RSEISP 2007. LNCS, vol. 4585, pp. 5\u201311. Springer, Heidelberg (2007). doi: 10.1007\/978-3-540-73451-2_2"},{"key":"28_CR25","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1007\/978-3-319-08729-0_21","volume-title":"Rough Sets and Intelligent Systems Paradigms","author":"U Sta\u0144czyk","year":"2014","unstructured":"Sta\u0144czyk, U.: Attribute ranking driven filtering of decision rules. In: Kryszkiewicz, M., Cornelis, C., Ciucci, D., Medina-Moreno, J., Motoda, H., Ra\u015b, Z.W. (eds.) RSEISP 2014. LNCS, vol. 8537, pp. 217\u2013224. Springer, Cham (2014). doi: 10.1007\/978-3-319-08729-0_21"},{"key":"28_CR26","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1016\/j.procs.2014.08.110","volume":"35","author":"U Sta\u0144czyk","year":"2014","unstructured":"Sta\u0144czyk, U.: RELIEF-based selection of decision rules. Procedia Comput. Sci. 35, 299\u2013308 (2014)","journal-title":"Procedia Comput. Sci."},{"key":"28_CR27","series-title":"Smart Innovation, Systems and Technologies","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1007\/978-3-319-39630-9_22","volume-title":"Intelligent Decision Technologies 2016","author":"U Sta\u0144czyk","year":"2016","unstructured":"Sta\u0144czyk, U.: Measuring quality of decision rules through ranking of conditional attributes. In: Czarnowski, I., Caballero, A.M., Howlett, R.J., Jain, L.C. (eds.) Intelligent Decision Technologies 2016. SIST, vol. 56, pp. 269\u2013279. Springer, Cham (2016). doi: 10.1007\/978-3-319-39630-9_22"},{"key":"28_CR28","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1007\/978-3-319-47217-1_12","volume-title":"Computer and Information Sciences","author":"U Sta\u0144czyk","year":"2016","unstructured":"Sta\u0144czyk, U.: Weighting and pruning of decision rules by attributes and attribute rankings. In: Czach\u00f3rski, T., Gelenbe, E., Grochla, K., Lent, R. (eds.) ISCIS 2016. CCIS, vol. 659, pp. 106\u2013114. Springer, Cham (2016). doi: 10.1007\/978-3-319-47217-1_12"},{"key":"28_CR29","doi-asserted-by":"publisher","first-page":"419","DOI":"10.3233\/FI-2016-1455","volume":"149","author":"L Wr\u00f3bel","year":"2016","unstructured":"Wr\u00f3bel, L., Sikora, M., Michalak, M.: Rule quality measures settings in classification, regression and survival rule induction \u2013 an empirical approach. Fundam. Inform. 149, 419\u2013449 (2016)","journal-title":"Fundam. Inform."}],"container-title":["Lecture Notes in Computer Science","Rough Sets"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-60837-2_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,26]],"date-time":"2019-09-26T07:38:33Z","timestamp":1569483513000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-60837-2_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319608365","9783319608372"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-60837-2_28","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}