{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,6]],"date-time":"2026-01-06T13:27:37Z","timestamp":1767706057215},"publisher-location":"Berlin, Heidelberg","reference-count":12,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642029615"},{"type":"electronic","value":"9783642029622"}],"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\/978-3-642-02962-2_78","type":"book-chapter","created":{"date-parts":[[2009,6,30]],"date-time":"2009-06-30T13:27:57Z","timestamp":1246368477000},"page":"618-625","source":"Crossref","is-referenced-by-count":5,"title":["Entropy Measures of Flow Graphs with Applications to Decision Trees"],"prefix":"10.1007","author":[{"given":"Puntip","family":"Pattaraintakorn","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"78_CR1","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"102","DOI":"10.1007\/11847465_5","volume-title":"Transactions on Rough Sets V","author":"C.J. Butz","year":"2006","unstructured":"Butz, C.J., Yan, W., Yang, B.: An Efficient Algorithm for Inference in Rough Set Flow Graphs. In: Peters, J.F., Skowron, A. (eds.) Transactions on Rough Sets V. LNCS (LNAI), vol.\u00a04100, pp. 102\u2013122. Springer, Heidelberg (2006)"},{"key":"78_CR2","doi-asserted-by":"publisher","DOI":"10.1002\/0471200611","volume-title":"Elements of Information Theory","author":"T.M. Cover","year":"1991","unstructured":"Cover, T.M., Thomas, J.A.: Elements of Information Theory. John Wiley & Sons, Inc., New York (1991)"},{"key":"78_CR3","first-page":"1675","volume-title":"The 2008 IEEE World Congress on Computational Intelligence","author":"D. Chitcharone","year":"2008","unstructured":"Chitcharone, D., Pattaraintakorn, P.: Towards Theories of Fuzzy Set and Rough Set to Flow Graphs. In: The 2008 IEEE World Congress on Computational Intelligence, pp. 1675\u20131682. IEEE Press, Hong Kong (2008)"},{"key":"78_CR4","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1007\/978-3-540-27794-1_13","volume-title":"Transactions on Rough Sets I","author":"B. Kostek","year":"2004","unstructured":"Kostek, B., Czyzewski, A.: Processing of Musical Metadata Employing Pawlak\u2019s Flow Graphs. 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 (LNAI), vol.\u00a03100, pp. 279\u2013298. Springer, Heidelberg (2004)"},{"key":"78_CR5","volume-title":"Machine Learning","author":"T.M. Mitchell","year":"1997","unstructured":"Mitchell, T.M.: Machine Learning. McGraw-Hill Higher Education, New York (1997)"},{"issue":"12","key":"78_CR6","doi-asserted-by":"publisher","first-page":"1300","DOI":"10.1016\/j.aml.2005.08.004","volume":"19","author":"P. Pattaraintakorn","year":"2006","unstructured":"Pattaraintakorn, P., Cercone, N., Naruedomkul, K.: Rule Learning: Ordinal Prediction Based on Rough Set and Soft-Computing. Appl. Math. Lett.\u00a019(12), 1300\u20131307 (2006)","journal-title":"Appl. Math. Lett."},{"key":"78_CR7","volume-title":"Theoretical Aspects of Reasoning about Data","author":"Z. Pawlak","year":"1991","unstructured":"Pawlak, Z.: Rough Sets. In: Theoretical Aspects of Reasoning about Data. Kluwer Academic Publishers, Dordrecht (1991)"},{"key":"78_CR8","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/3-540-45813-1_1","volume-title":"Rough Sets and Current Trends in Computing","author":"Z. Pawlak","year":"2002","unstructured":"Pawlak, Z.: In Pursuit of Patterns in Data Reasoning from Data\u2013the Rough Set Way. In: Alpigini, J.J., Peters, J.F., Skowron, A., Zhong, N. (eds.) RSCTC 2002. LNCS (LNAI), vol.\u00a02475, pp. 1\u20139. Springer, Heidelberg (2002)"},{"key":"78_CR9","first-page":"98","volume":"3","author":"Z. Pawlak","year":"2003","unstructured":"Pawlak, Z.: Decision Algorithms and Flow Graphs: a Rough Set Approach. J. of Telecom. and Inform. Tech.\u00a03, 98\u2013101 (2003)","journal-title":"J. of Telecom. and Inform. Tech."},{"key":"78_CR10","doi-asserted-by":"publisher","first-page":"649","DOI":"10.1016\/j.ejor.2003.09.038","volume":"166","author":"Z. Pawlak","year":"2005","unstructured":"Pawlak, Z.: Some Remarks on Conflict Analysis. European J. of Oper. Res.\u00a0166, 649\u2013654 (2005)","journal-title":"European J. of Oper. Res."},{"key":"78_CR11","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/11908029_1","volume-title":"Rough Sets and Current Trends in Computing","author":"Z. Pawlak","year":"2006","unstructured":"Pawlak, Z.: Decision Trees and Flow Graphs. In: Greco, S., Hata, Y., Hirano, S., Inuiguchi, M., Miyamoto, S., Nguyen, H.S., S\u0142owi\u0144ski, R. (eds.) RSCTC 2006. LNCS (LNAI), vol.\u00a04259, pp. 1\u201311. Springer, Heidelberg (2006)"},{"key":"78_CR12","first-page":"379","volume":"27","author":"C.E. Shannon","year":"1948","unstructured":"Shannon, C.E.: A Mathematical Theory of Communication. AT&T Tech. J.\u00a027, 379\u2013423, 623\u2013656 (1948)","journal-title":"AT&T Tech. J."}],"container-title":["Lecture Notes in Computer Science","Rough Sets and Knowledge Technology"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-02962-2_78","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,9]],"date-time":"2019-03-09T01:50:55Z","timestamp":1552096255000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-02962-2_78"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642029615","9783642029622"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-02962-2_78","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}