{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T11:33:56Z","timestamp":1725536036232},"publisher-location":"Berlin, Heidelberg","reference-count":98,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642032806"},{"type":"electronic","value":"9783642032813"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"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":[[2009]]},"DOI":"10.1007\/978-3-642-03281-3_8","type":"book-chapter","created":{"date-parts":[[2009,7,23]],"date-time":"2009-07-23T07:19:56Z","timestamp":1248333596000},"page":"197-274","source":"Crossref","is-referenced-by-count":8,"title":["Multicriteria Attractiveness Evaluation of Decision and Association Rules"],"prefix":"10.1007","author":[{"given":"Izabela","family":"Szcze\u0327ch","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"8_CR1","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"510","DOI":"10.1007\/978-3-540-74958-5_47","volume-title":"Machine Learning: ECML 2007","author":"P.J. Azevedo","year":"2007","unstructured":"Azevedo, P.J., Jorge, A.M.: Comparing rule Measures for Predictive Association Rules. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladeni\u010d, D., Skowron, A. (eds.) ECML 2007. LNCS (LNAI), vol.\u00a04701, pp. 510\u2013517. Springer, Heidelberg (2007)"},{"key":"8_CR2","doi-asserted-by":"crossref","unstructured":"Agrawal, R., Imielinski, T., Swami, A.: Mining associations between sets of items in massive databases. In: Proc. of the 1993 ACM-SIGMOD Int\u2019l. conf. on Management of Data, pp. 207\u2013216 (1993)","DOI":"10.1145\/170036.170072"},{"key":"8_CR3","series-title":"Advances in Knowledge Discovery and Data Mining","first-page":"145","volume-title":"Proc. of the Fifth ACM-SIGKDD Int\u2019l. conf. on Knowledge Discovery and Data Mining","author":"R.J. Bayardo","year":"1996","unstructured":"Bayardo, R.J., Agrawal, R.: Mining the most interesting rules. In: Fayyad, U.M., Piatetsky-Shapiro, G., Smyth, P., Uthurusamy, R. (eds.) Proc. of the Fifth ACM-SIGKDD Int\u2019l. conf. on Knowledge Discovery and Data Mining. Advances in Knowledge Discovery and Data Mining, pp. 145\u2013154. AAAI\/MIT Press, Cambridge (1996)"},{"key":"8_CR4","volume-title":"Principles of Data Mining","author":"M. Bramer","year":"2007","unstructured":"Bramer, M.: Principles of Data Mining. Springer, New York (2007)"},{"key":"8_CR5","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1007\/BF00125812","volume":"1","author":"L. Briand","year":"1995","unstructured":"Briand, L., El Emam, K., Morasca, S.: On the Application of Measurement Theory in Software Engineering. Empirical Software Engineering\u00a01, 61\u201388 (1995)","journal-title":"Empirical Software Engineering"},{"key":"8_CR6","doi-asserted-by":"crossref","unstructured":"Brin, S., Motwani, R., Ullman, J., Tsur, S.: Dynamic itemset counting and implication rules for market basket data. In: Proc. of the 1997 ACM-SIGMOD Int\u2019l. conf. on the Management of Data, pp. 255\u2013264 (1997)","DOI":"10.1145\/253260.253325"},{"key":"8_CR7","unstructured":"Brzezinska, I., Slowinski, R.: Monotonicity of a Bayesian confirmation measure in rule support and confidence. In: Recent Developments in Artificial Intelligence Methods, Gliwice. AI-METH Series, pp. 39\u201342 (2005)"},{"key":"8_CR8","unstructured":"Brzezinska, I., Greco, S., Slowinski, R.: Investigation of monotone link between confirmation measures and rule support and confidence. Research Report RA-025\/05, Institute of Computing Science, Poznan University of Technology, Poznan (2005)"},{"issue":"5","key":"8_CR9","doi-asserted-by":"publisher","first-page":"587","DOI":"10.1016\/j.engappai.2006.11.015","volume":"20","author":"I. Brzezi\u0144ska","year":"2007","unstructured":"Brzezi\u0144ska, I., Greco, S., S\u0142owi\u0144ski, R.: Mining Pareto\u2013optimal rules with respect to support and anti-support. Engineering Applications of Artificial Intelligence\u00a020(5), 587\u2013600 (2007)","journal-title":"Engineering Applications of Artificial Intelligence"},{"key":"8_CR10","volume-title":"Logical Foundations of Probability","author":"R. Carnap","year":"1962","unstructured":"Carnap, R.: Logical Foundations of Probability, 2nd edn. University of Chicago Press, Chicago (1962)","edition":"2"},{"key":"8_CR11","doi-asserted-by":"crossref","unstructured":"Christensen, D.: Measuring confirmation. Journal of Philosophy XCVI, 437\u2013461 (1999)","DOI":"10.2307\/2564707"},{"key":"8_CR12","doi-asserted-by":"crossref","unstructured":"Clark, P., Boswell, P.: Rule induction with CN2: some recent improvements. In: Machine Learning: Proc. of the Fifth European Conference, pp. 151\u2013163 (1991)","DOI":"10.1007\/BFb0017011"},{"key":"8_CR13","unstructured":"Cichosz, P.: Systemy ucza\u0327ce sie\u0327. Warszawa, WNT (2000)"},{"key":"8_CR14","volume-title":"Data mining methods for knowledge discovery","author":"K. Cios","year":"1999","unstructured":"Cios, K., Pedrycz, W., \u015awiniarski, R.: Data mining methods for knowledge discovery. Kluwer Academic Publishers, Dordrecht (1999)"},{"key":"8_CR15","unstructured":"Crupi, V., Tentori, K., Gonzalez, M.: On Bayesian Theories of Evidential Support: Theoretical and empirical issues. Philosophy of Science (to appear)"},{"key":"8_CR16","doi-asserted-by":"crossref","unstructured":"Dhar, V., Tuzhilin, A.: Abstract-driven pattern discovery in databases. IEEE Transactions on Knowledge and Data Engineering\u00a05(6) (1993)","DOI":"10.1109\/69.250075"},{"key":"8_CR17","volume-title":"Bayes or Bust: A Critical Examination of Bayesian Confirmation Theory","author":"J. Earman","year":"1992","unstructured":"Earman, J.: Bayes or Bust: A Critical Examination of Bayesian Confirmation Theory. MIT Press, Cambridge (1992)"},{"key":"8_CR18","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781316534823","volume-title":"Rational Decision and Causality","author":"E. Eells","year":"1982","unstructured":"Eells, E.: Rational Decision and Causality. Cambridge University Press, Cambridge (1982)"},{"issue":"2","key":"8_CR19","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1023\/A:1014712013453","volume":"107","author":"E. Eells","year":"2002","unstructured":"Eells, E., Fitelson, B.: Symmetries and asymmetries in evidential support. Philosophical Studies\u00a0107(2), 129\u2013142 (2002)","journal-title":"Philosophical Studies"},{"key":"8_CR20","unstructured":"Fayyad, U.M., Piatetsky-Shapiro, G., Smyth, P., Uthurusamy, R. (eds.): Advances in Knowledge Discovery and Data Mining. AAAI\/MIT Press (1996)"},{"key":"8_CR21","unstructured":"Fayyad, U.M., Piatetsky-Shapiro, G., Smyth, P., Uthurusamy, R.: From data mining to knowledge discovery. In: [20], pp. 1\u201336 (1999)"},{"key":"8_CR22","unstructured":"Fitelson, B.: Studies in Bayesian Confirmation Theory. Ph.D. Thesis, University of Wisconsin, Madison (2001)"},{"key":"8_CR23","first-page":"1568","volume-title":"Congress on Evolutionary Computation, Canberra","author":"D. Francisci","year":"2003","unstructured":"Francisci, D., Collard, M.: Multi-criteria evaluation of interesting dependencies according to a data mining approach. In: Congress on Evolutionary Computation, Canberra, Australia, 12, pp. 1568\u20131574. IEEE Computer Society Press, Los Alamitos (2003)"},{"key":"8_CR24","doi-asserted-by":"crossref","unstructured":"Frawley, W.J., Piatetsky-Shapiro, G., Matheus, C.J.: Knowledge discovery in databases: an overview. In: Piatetsky-Shapiro, G., Frawley, W.J. (eds.) Knowledge Discovery in Databases, pp. 1\u201327. AAAI\/MIT Press (1991)","DOI":"10.1145\/846183.846197"},{"key":"8_CR25","doi-asserted-by":"crossref","unstructured":"Fukuda, T., Morimoto, Y., Morishita, S., Tokuyama, T.: Data mining using two-dimensional optimized association rules: scheme, algorithms, and visualization. In: Proc. of the 1996 ACM-SIGMOD Int\u2019l. conf. on the Management of Data, pp. 13\u201323 (1996)","DOI":"10.1145\/233269.233313"},{"key":"8_CR26","doi-asserted-by":"crossref","unstructured":"Geng, L., Hamilton, H.J.: Interestingness measures for data mining: A survey. ACM Computing Surveys\u00a038(3) (2006)","DOI":"10.1145\/1132960.1132963"},{"key":"8_CR27","doi-asserted-by":"publisher","first-page":"294","DOI":"10.1080\/00949658408810739","volume":"19","author":"I.J. Good","year":"1984","unstructured":"Good, I.J.: The best explicatum for weight of evidence. Journal of Statistical Computation and Simulation\u00a019, 294\u2013299 (1984)","journal-title":"Journal of Statistical Computation and Simulation"},{"key":"8_CR28","doi-asserted-by":"publisher","first-page":"345","DOI":"10.1016\/j.engappai.2004.04.008","volume":"17","author":"S. Greco","year":"2004","unstructured":"Greco, S., Pawlak, Z., S\u0142owi\u0144ski, R.: Can Bayesian confirmation measures be useful for rough set decision rules? Engineering Applications of Artificial Intelligence\u00a017, 345\u2013361 (2004)","journal-title":"Engineering Applications of Artificial Intelligence"},{"key":"8_CR29","unstructured":"Greco, S., S\u0142owi\u0144ski, R., Szcze\u0327ch, I.: Analysis of monotonicity properties of some rule interestingness measures. In: Materia\u0142y II Krajowej Konferencji nt. Technologie Przetwarzania Danych. Pozna\u0144, 24-26.09.2007, Wydawnictwo Politechniki Pozna\u0144skiej, Pozna\u0144, pp. 151\u2013161 (2007)"},{"issue":"2","key":"8_CR30","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1016\/j.ijar.2007.05.018","volume":"49","author":"S. Greco","year":"2008","unstructured":"Greco, S., Matarazzo, E., S\u0142owi\u0144ski, R.: Parameterized rough set model using rough membership and Bayesian confirmation measures. International Journal of Approximate Reasoning\u00a049(2), 285\u2013300 (2008)","journal-title":"International Journal of Approximate Reasoning"},{"key":"8_CR31","series-title":"Studies in Computational Intelligence","volume-title":"Quality Measures in Data Mining","year":"2006","unstructured":"Guillet, F., Hamilton, H.J. (eds.): Quality Measures in Data Mining. Studies in Computational Intelligence, vol.\u00a043. Springer, Heidelberg (2006)"},{"key":"8_CR32","doi-asserted-by":"crossref","unstructured":"Han, J., Pei, J., Yin, Y.: Mining frequent patterns without candidate generation. In: Proc. ACM SIGMOD Conference on Management of Data, pp. 1\u201312 (2000)","DOI":"10.1145\/342009.335372"},{"key":"8_CR33","volume-title":"Data mining: Concepts and techniques","author":"J. Han","year":"2000","unstructured":"Han, J., Kamber, M.: Data mining: Concepts and techniques. Morgan Kaufman Pub., San Francisco (2000)"},{"key":"8_CR34","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1007\/978-3-540-73499-4_40","volume-title":"Machine Learning and Data Mining in Pattern Recognition","author":"C. Hebert","year":"2007","unstructured":"Hebert, C., Cremilleux, B.: A Unified View of Objective Interestingness Measures. In: Perner, P. (ed.) MLDM 2007. LNCS (LNAI), vol.\u00a04571, pp. 533\u2013547. Springer, Heidelberg (2007)"},{"key":"8_CR35","first-page":"11","volume-title":"Unconfidence in Artificial Intelligence","author":"D. Heckerman","year":"1988","unstructured":"Heckerman, D.: An axiomatic framework for belief updates. In: Kanal, L., Lemmer, J. (eds.) Unconfidence in Artificial Intelligence, vol.\u00a02, pp. 11\u201322. Elsevier Science Publishers, New York (1988)"},{"key":"8_CR36","doi-asserted-by":"crossref","unstructured":"Hempel, C.G.: Studies in the logic of confirmation (I). Mind\u00a054, 1\u201326 (1945)","DOI":"10.1093\/mind\/LIV.213.1"},{"key":"8_CR37","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3283-2","volume-title":"Knowledge Discovery and Measures of Interest","author":"R. Hilderman","year":"2001","unstructured":"Hilderman, R., Hamilton, H.: Knowledge Discovery and Measures of Interest. Kluwer Academic Publishers, Dordrecht (2001)"},{"key":"8_CR38","volume-title":"Probability and Evidence","author":"P. Horwich","year":"1982","unstructured":"Horwich, P.: Probability and Evidence. Cambridge University Press, Cambridge (1982)"},{"key":"8_CR39","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1016\/B978-0-444-70058-2.50015-2","volume-title":"Uncertainty in Artificial Intelligence","author":"E. Horvitz","year":"1986","unstructured":"Horvitz, E., Heckerman, D.: The inconsistent use of certainty measures in artificial intelligence research. In: Kanal, L., Lemmer, J. (eds.) Uncertainty in Artificial Intelligence, vol.\u00a0(1), pp. 137\u2013151. Elsevier Science Publishers, New York (1986)"},{"key":"8_CR40","unstructured":"International Business Machines, IBM Intelligent Miner User\u2019s Guide, Version 1, Release 1 (1996)"},{"key":"8_CR41","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1017\/S030500410001330X","volume":"31","author":"H. Jeffrey","year":"1935","unstructured":"Jeffrey, H.: Some tests of significance treated by theory of probability. Proceedings of the Cambridge Philosophical Society\u00a031, 203\u2013222 (1935)","journal-title":"Proceedings of the Cambridge Philosophical Society"},{"key":"8_CR42","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511498497","volume-title":"The Foundations of Causal Decision Theory","author":"J. Joyce","year":"1999","unstructured":"Joyce, J.: The Foundations of Causal Decision Theory. Cambridge University Press, Cambridge (1999)"},{"key":"8_CR43","unstructured":"Kamber, M., Shingal, R.: Evaluating the interestingness of characteristic rules. In: Proccedings of the 2nd International Conference on Knowledge Discovery and Data Mining (KDD 1996), Portland, Oregon, pp. 263\u2013266 (1996)"},{"key":"8_CR44","volume-title":"A Treatise on Probability","author":"J. Keynes","year":"1921","unstructured":"Keynes, J.: A Treatise on Probability. Macmillan, London (1921)"},{"key":"8_CR45","first-page":"401","volume-title":"Proc. of Third Int\u2019l. conf. on Information and Knowledge Management (CIKM 1994)","author":"M. Klemettinen","year":"1994","unstructured":"Klemettinen, M., Mannila, H., Ronkainen, P., Toivonen, H., Verkamo, A.I.: Finding interesting rules from large sets of discovered association rules. In: Proc. of Third Int\u2019l. conf. on Information and Knowledge Management (CIKM 1994), pp. 401\u2013407. ACM Press, New York (1994)"},{"key":"8_CR46","doi-asserted-by":"publisher","first-page":"307","DOI":"10.1086\/287214","volume":"19","author":"J. Kemeny","year":"1952","unstructured":"Kemeny, J., Oppenheim, P.: Degrees of factual support. Philosophy of Science\u00a019, 307\u2013324 (1952)","journal-title":"Philosophy of Science"},{"key":"8_CR47","unstructured":"Kohavi, R.: Scaling up the accuracy of Naive\u2013Bayes Classifiers: a decision\u2013tree hybrid. In: Proc. of the 2nd Int\u2019l. conf. on Knowledge Discovery and Data Mining (1996)"},{"key":"8_CR48","unstructured":"Kubat, M., Bratko, I., Michalski, R.S.: Review of machine learning methods. In: [54], pp. 3\u201370"},{"key":"8_CR49","first-page":"87","volume-title":"Recent Work In Philosophy","author":"H. Kyburg","year":"1983","unstructured":"Kyburg, H.: Recent work in inductive logic. In: Recent Work In Philosophy, pp. 87\u2013150. Rowman &Allanheld, Lanham (1983)"},{"key":"8_CR50","doi-asserted-by":"crossref","unstructured":"Lenca, P., Meyer, P., Vaillant, B., Lallich, S.: On selecting interestingness measures for association rules: User oriented description and multiple criteria decision aid. European Journal of Operational Research\u00a0184(2), 610\u2013626 (2008)","DOI":"10.1016\/j.ejor.2006.10.059"},{"key":"8_CR51","unstructured":"\u0141ukasiewicz, J.: Die logischen Grundlagen der Wahrscheinlichkeitsrechnung. In: Borkowski, L. (ed.) Jan \u0141ukasiewicz \u2013Selected Works, pp. 16\u201363. North Holland Publishing Company\/Polish Scientific Publishers, Amsterdam, London (1913) (1970)"},{"key":"8_CR52","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1093\/bjps\/20.1.27","volume":"20","author":"J.L. Mackie","year":"1969","unstructured":"Mackie, J.L.: The relevance citerion of confirmation. The British Journal for the Philosophy of Science\u00a020, 27\u201340 (1969)","journal-title":"The British Journal for the Philosophy of Science"},{"key":"8_CR53","first-page":"39","volume-title":"The Knowledge Engineering Review","author":"K. McGarry","year":"2005","unstructured":"McGarry, K.: A survey of interestingness measures for knowledge discovery. In: The Knowledge Engineering Review, vol.\u00a020(1), pp. 39\u201361. Cambridge University Press, Cambridge (2005A)"},{"key":"8_CR54","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1007\/978-3-662-12405-5","volume-title":"Machine Learning: An Artificial Intelligence Approach","author":"R.S. Michalski","year":"1983","unstructured":"Michalski, R.S.: A theory and methodology of inductive learning. In: Michalski, R.S., Carbonell, J.G., Mitchell, T.M. (eds.) Machine Learning: An Artificial Intelligence Approach, pp. 83\u2013134. Morgan Kaufman, San Francisco (1983)"},{"key":"8_CR55","unstructured":"Michalski, R.S.: Machine Learning, Data Mining and Knowledge Discovery. Principles and Applications. In: Tutorials of Intelligent Information Systems, IIS 1997, Zakopane, IPI. PAN Press (1997)"},{"volume-title":"Machine learning and data mining","year":"1998","key":"8_CR56","unstructured":"Michalski, R.S., Bratko, I., Kubat, M. (eds.): Machine learning and data mining. John Wiley & Sons, Chichester (1998)"},{"key":"8_CR57","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1037\/0033-2909.100.3.398","volume":"3","author":"J. Michell","year":"1986","unstructured":"Michell, J.: Measurement scales and statistics: a clash of paradigms. Psychological Bulletin\u00a03, 398\u2013407 (1986)","journal-title":"Psychological Bulletin"},{"key":"8_CR58","unstructured":"Morimoto, Y., Fukuda, T., Matsuzawa, H., Tokuyama, T., Yoda, K.: Algorithms for mining association rules for binary segmentation of huge categorical databases. In: Proc. of the 24th Very Large Data Bases conf., pp. 380\u2013391 (1998)"},{"key":"8_CR59","series-title":"Lecture Notes in Artificial Intelligence","first-page":"40","volume-title":"Discovery Science","author":"S. Morishita","year":"1998","unstructured":"Morishita, S.: On classification and regression. In: Arikawa, S., Motoda, H. (eds.) DS 1998. LNCS (LNAI), vol.\u00a01532, pp. 40\u201357. Springer, Heidelberg (1998)"},{"key":"8_CR60","unstructured":"Morzy, T.: Odkrywanie asocjacji: algorytmy i struktury danych. O\u015brodek Wydawnictw Naukowych, Pozna\u0144 (2004)"},{"key":"8_CR61","doi-asserted-by":"publisher","first-page":"487","DOI":"10.1007\/978-3-540-24742-5_11","volume-title":"Handbook on data management in information systems","author":"T. Morzy","year":"2003","unstructured":"Morzy, T., Zakrzewicz, M.: Data mining. In: B\u0142a\u017cewicz, J., Kubiak, W., Morzy, T., Rusinkiewicz, M.E. (eds.) Handbook on data management in information systems, pp. 487\u2013565. Springer, Heidelberg (2003)"},{"key":"8_CR62","unstructured":"Morzy, M.: Eksploracja danych - przegla\u0327d doste\u0327pnych metod i dziedzin zastosowa\u0144. In: VI edycja Hurtownia danych i business intelligence, Centrum Promocji Informatyki, Warszawa, Poland (2006)"},{"key":"8_CR63","unstructured":"Morzy, M.: Oracle Data Mining - odkrywanie wiedzy w du\u017cych wolumenach danych. In: XI Krajowa Konferencja PLOUG 2005 Systemy informatyczne. Projektowanie, implementowanie, eksploatowanie, Zakopane, Poland, pp. 18\u201321 (2005)"},{"key":"8_CR64","unstructured":"Msweb dataset, http:\/\/kdd.ics.uci.edu\/databases\/msweb\/msweb.html"},{"key":"8_CR65","volume-title":"Le probleme de la logique de l\u2019induction","author":"J. Nicod","year":"1923","unstructured":"Nicod, J.: Le probleme de la logique de l\u2019induction. Alcan, Paris (1923)"},{"key":"8_CR66","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/BF01001956","volume":"11","author":"Z. Pawlak","year":"1982","unstructured":"Pawlak, Z.: Rough Sets. Int. Journal of Computer and Information Science\u00a011, 341\u2013356 (1982)","journal-title":"Int. Journal of Computer and Information Science"},{"key":"8_CR67","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1016\/S0020-7373(86)80001-3","volume":"24","author":"Z. Pawlak","year":"1986","unstructured":"Pawlak, Z., S\u0142owi\u0144ski, K., S\u0142owi\u0144ski, R.: Rough classification of patients after highly selected vagotomy for duodenal ulcer. International J. Man-Machine Studies\u00a024, 413\u2013433 (1986)","journal-title":"International J. Man-Machine Studies"},{"key":"8_CR68","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-3534-4","volume-title":"Rough Sets: Theoretical Aspects of Reasoning about Data","author":"Z. Pawlak","year":"1991","unstructured":"Pawlak, Z.: Rough Sets: Theoretical Aspects of Reasoning about Data. Kluwer, Dordrecht (1991)"},{"key":"8_CR69","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-540-27794-1_1","volume-title":"Transactions on Rough Sets I","author":"Z. Pawlak","year":"2004","unstructured":"Pawlak, Z.: Some Issues on Rough Sets. In: Peters, J.F., Skowron, A., Grzyma\u0142a-Busse, J.W., Kostek, B.z., \u015awiniarski, R.W., Szczuka, M.S. (eds.) Transactions on Rough Sets I. LNCS, vol.\u00a03100, pp. 1\u201358. Springer, Heidelberg (2004)"},{"key":"#cr-split#-8_CR70.1","doi-asserted-by":"crossref","unstructured":"Pawlak, Z., Skowron, A.: Rudiments of rough sets. Information Sciences??177(1), 3???27 (2007);","DOI":"10.1016\/j.ins.2006.06.003"},{"key":"#cr-split#-8_CR70.2","doi-asserted-by":"crossref","unstructured":"Rough sets: Some extensions. Information Sciences 177(1), 28???40; Rough sets and boolean reasoning. Information Sciences 177(1), 41???73","DOI":"10.1016\/j.ins.2006.06.006"},{"key":"8_CR71","volume-title":"Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference","author":"J. Pearl","year":"1988","unstructured":"Pearl, J.: Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufman, San Francisco (1988)"},{"key":"8_CR72","unstructured":"Piatetsky-Shapiro, G.: Discovery, analysis, and presentation of strong rules. In: Knowledge Discovery in Databases, ch. 12. AAAI\/MIT Press (1991)"},{"key":"8_CR73","doi-asserted-by":"publisher","first-page":"335","DOI":"10.1093\/analys\/59.4.335","volume":"59","author":"S. Pollard","year":"1999","unstructured":"Pollard, S.: Milne\u2019s measure of confirmation. Analysis\u00a059, 335\u2013337 (1999)","journal-title":"Analysis"},{"key":"8_CR74","volume-title":"The Logic of Scientific Discovery","author":"K.R. Popper","year":"1959","unstructured":"Popper, K.R.: The Logic of Scientific Discovery. Hutchinson, London (1959)"},{"key":"8_CR75","volume-title":"C4.5: Programs for Machine Learning","author":"J.R. Quinlan","year":"1993","unstructured":"Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Francisco (1993)"},{"issue":"1","key":"8_CR76","first-page":"81","volume":"1","author":"J.R. Quinlan","year":"1986","unstructured":"Quinlan, J.R.: Induction of decision trees. Machine Learning\u00a01(1), 81\u2013106 (1986)","journal-title":"Machine Learning"},{"key":"8_CR77","first-page":"119","volume-title":"Logic and Data Bases","author":"R. Reiter","year":"1978","unstructured":"Reiter, R.: On closed world data bases. In: Gallaire, H., Minker, J. (eds.) Logic and Data Bases, pp. 119\u2013140. Plenum, New York (1978)"},{"key":"8_CR78","doi-asserted-by":"publisher","first-page":"467","DOI":"10.1093\/bjps\/45.2.467","volume":"45","author":"R. Rosenkrantz","year":"1994","unstructured":"Rosenkrantz, R.: Bayesian confirmation: paradise regained. The British Journal for the Philosophy of Science\u00a045, 467\u2013476 (1994)","journal-title":"The British Journal for the Philosophy of Science"},{"key":"8_CR79","doi-asserted-by":"publisher","first-page":"208","DOI":"10.1093\/analys\/55.3.208","volume":"55","author":"G. Schlesinger","year":"1995","unstructured":"Schlesinger, G.: Measuring degrees of confirmation. Analysis\u00a055, 208\u2013212 (1995)","journal-title":"Analysis"},{"key":"8_CR80","volume-title":"The Evidential Foundations of Probabilistic Reasoning","author":"D. Schum","year":"1994","unstructured":"Schum, D.: The Evidential Foundations of Probabilistic Reasoning. Wiley, New York (1994)"},{"issue":"6","key":"8_CR81","doi-asserted-by":"publisher","first-page":"970","DOI":"10.1109\/69.553165","volume":"8","author":"A. Silberschatz","year":"1996","unstructured":"Silberschatz, A., Tuzhilin, A.: What Makes Patterns Interesting in Knowledge Discovery Systems. IEEE Transactions on Knowledge and Data Engineering\u00a08(6), 970\u2013974 (1996)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"8_CR82","unstructured":"S\u0142owi\u0144ski, R.: Rozszerzenie teorii zbior\u00f3w przybli\u017conych na atrybuty ze skala\u0327 preferencji, w: Materia\u0142y konferencji Informatyka teoretyczna: metody analizy informacji niekompletnej i rozproszonej, Bia\u0142ystok, pp. 114\u2013128 (2000)"},{"key":"8_CR83","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1007\/11495772_3","volume-title":"Advances in Web Intelligence","author":"R. S\u0142owi\u0144ski","year":"2005","unstructured":"S\u0142owi\u0144ski, R., Greco, S.: Measuring attractiveness of rules from the viewpoint of knowledge representation, prediction and efficiency of intervention. In: Szczepaniak, P., Kacprzyk, J., Niewiadomski, A. (eds.) AWIC 2005. LNCS (LNAI), vol.\u00a03528, pp. 11\u201322. Springer, Heidelberg (2005)"},{"key":"8_CR84","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1018","DOI":"10.1007\/11785231_107","volume-title":"Artificial Intelligence and Soft Computing \u2013 ICAISC 2006","author":"R. S\u0142owi\u0144ski","year":"2006","unstructured":"S\u0142owi\u0144ski, R., Brzezi\u0144ska, I., Greco, S.: Application of Bayesian Confirmation Measures for Mining Rules from Support\u2013confidence Pareto-optimal set. In: Rutkowski, L., Tadeusiewicz, R., Zadeh, L.A., \u017burada, J.M. (eds.) ICAISC 2006. LNCS, vol.\u00a04029, pp. 1018\u20131026. Springer, Heidelberg (2006)"},{"key":"8_CR85","unstructured":"S\u0142owi\u0144ski, R., Szcze\u0327ch, I., Urbanowicz, M., Greco, S.: Experiments with induction of association rules with respect to support and anti-support. Research Report RA-018\/06, Institute of Computing Science, Pozna\u0144 University of Technology, Pozna\u0144 (2006)"},{"key":"8_CR86","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"534","DOI":"10.1007\/978-3-540-73451-2_56","volume-title":"Rough Sets and Intelligent Systems Paradigms","author":"R. S\u0142owi\u0144ski","year":"2007","unstructured":"S\u0142owi\u0144ski, R., Szcze\u0327ch, I., Urbanowicz, M., Greco, S.: Mining Association Rules with respect to Support and Anti-support - Experimental Results. In: Kryszkiewicz, M., Peters, J.F., Rybi\u0144ski, H., Skowron, A. (eds.) RSEISP 2007. LNCS (LNAI), vol.\u00a04585, pp. 534\u2013542. Springer, Heidelberg (2007)"},{"key":"8_CR87","unstructured":"Stefanowski, J.: Algorytmy indukcji regu\u0142 decyzyjnych w odkrywaniu wiedzy. Rozprawa habilitacyjna, Politechnika Pozna\u0144ska, Instytut Informatyki, Pozna\u0144 (2001)"},{"key":"8_CR88","doi-asserted-by":"publisher","first-page":"677","DOI":"10.1126\/science.103.2684.677","volume":"103","author":"S.S. Stevens","year":"1946","unstructured":"Stevens, S.S.: On the theory of scales of measurement. Science\u00a0103, 677\u2013680 (1946)","journal-title":"Science"},{"key":"8_CR89","doi-asserted-by":"crossref","unstructured":"Szczepaniak, P.S., Segovia, J., Kacprzyk, J., Zadeh, L.A. (eds.): Intelligent Exploration of the Web. Springer, Heidelberg (2003)","DOI":"10.1007\/978-3-7908-1772-0"},{"key":"8_CR90","unstructured":"Szczepaniak, P.S.: Obliczenia inteligentne, szybkie przekszta\u0142cenia i klasyfikatory. Akademicka Oficyna Wydawnicza EXIT, Warszawa (2004)"},{"issue":"4","key":"8_CR91","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1016\/S0306-4379(03)00072-3","volume":"29","author":"P.-N. Tan","year":"2004","unstructured":"Tan, P.-N., Kumar, V., Srivastava, J.: Selecting the right objective measure for association analysis. Inf. Syst.\u00a029(4), 293\u2013313 (2004)","journal-title":"Inf. Syst."},{"key":"8_CR92","volume-title":"Introduction to Data Mining","author":"P.-N. Tan","year":"2006","unstructured":"Tan, P.-N., Steinbach, M., Kumar, V.: Introduction to Data Mining. Pearson Education, Inc., London (2006)"},{"key":"8_CR93","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1613\/jair.227","volume":"3","author":"G.I. Webb","year":"1995","unstructured":"Webb, G.I.: OPUS: An efficient admissible algorithm for unordered search. Journal of Artificial Intelligence Research\u00a03, 431\u2013465 (1995)","journal-title":"Journal of Artificial Intelligence Research"},{"key":"8_CR94","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"479","DOI":"10.1007\/3-540-48912-6_64","volume-title":"Methodologies for Knowledge Discovery and Data Mining","author":"Y.Y. Yao","year":"1999","unstructured":"Yao, Y.Y., Zhong, N.: An analysis of quantitative measures associated with rules. In: Zhong, N., Zhou, L. (eds.) PAKDD 1999. LNCS (LNAI), vol.\u00a01574, pp. 479\u2013488. Springer, Heidelberg (1999)"},{"key":"8_CR95","unstructured":"Zakrzewicz, M.: Data Mining i odkrywanie wiedzy w bazach danych. In: Materia\u0142y konferencyjne III Konferencji Polskiej Grupy U\u017cytkownik\u00f3w Systemu Oracle, Zakopane (1997)"},{"key":"8_CR96","unstructured":"Zakrzewicz, M.: Optymalizacja wykonania zapyta\u0144 eksploracyjnych w systemach baz danych, Rozprawa habilitacyjna, Politechnika Pozna\u0144ska, Instytut Informatyki, Pozna\u0144 (2004)"},{"key":"8_CR97","unstructured":"Zembrowicz, R., \u017bytkow, J.: From contingency tables to various forms of knowledge in databases. In: [20], pp. 329\u2013352"}],"container-title":["Lecture Notes in Computer Science","Transactions on Rough Sets X"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-03281-3_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,21]],"date-time":"2019-05-21T16:53:00Z","timestamp":1558457580000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-03281-3_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642032806","9783642032813"],"references-count":98,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-03281-3_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}