{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T05:41:49Z","timestamp":1742967709913,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":47,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540224792"},{"type":"electronic","value":"9783540444978"}],"license":[{"start":{"date-parts":[[2004,1,1]],"date-time":"2004-01-01T00:00:00Z","timestamp":1072915200000},"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":[[2004]]},"DOI":"10.1007\/978-3-540-44497-8_7","type":"book-chapter","created":{"date-parts":[[2010,2,25]],"date-time":"2010-02-25T15:08:07Z","timestamp":1267110487000},"page":"135-153","source":"Crossref","is-referenced-by-count":1,"title":["The GUHA Method, Data Preprocessing and Mining"],"prefix":"10.1007","author":[{"given":"Petr","family":"H\u00e1jek","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jan","family":"Rauch","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Coufal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tom\u00e1\u0161","family":"Feglar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"7_CR1","first-page":"307","volume-title":"Advance in Knowledge Discovery and Data Mining","author":"R. Agrawal","year":"1996","unstructured":"Agrawal, R., Manilla, H., Sukent, R., Toivonen, A., Verkamo, A.: Fast discovery of Association rules. In: Advance in Knowledge Discovery and Data Mining, pp. 307\u2013328. AAAI, Menlo Park (1996)"},{"key":"7_CR2","series-title":"Lecture Notes in Artificial Intelligence","first-page":"7","volume-title":"Principles of Data Mining and Knowledge Discovery","author":"D. Coufal","year":"1999","unstructured":"Coufal, D., Hole\u0148a, M., Sochorov\u00e1, A.: Coping with Discovery Challenge by GUHA. In: \u017bytkow, J.M., Rauch, J. (eds.) PKDD 1999. LNCS (LNAI), vol.\u00a01704, pp. 7\u201316. Springer, Heidelberg (1999)"},{"key":"7_CR3","first-page":"465","volume-title":"Artificial Neural Nets and Genetic Algorithms. Proceedings of the International conference ICANNGA 2001","author":"D. Coufal","year":"2001","unstructured":"Coufal, D.: GUHA Analysis of Air Pollution Data. In: Kurkov\u00e1, V., Steele, N.C., Neruda, R., K\u00e1rn\u00fd, M. (eds.) Artificial Neural Nets and Genetic Algorithms. Proceedings of the International conference ICANNGA 2001, Prague, pp. 465\u2013468. Springer, Wien (2001)"},{"key":"7_CR4","unstructured":"Dolej\u0161\u00ed, P., L\u00edn, V., Rauch, J., \u0160ebek, M.: System of KDD Tasks and Results within the STULONG Project. In: Berka (ed.) Discovery Challenge Workshop Notes, University Helsinki (2002)"},{"key":"7_CR5","first-page":"398","volume-title":"Relational Data Mining","year":"2001","unstructured":"D\u017eeroski, S., Lavra\u010d, N. (eds.): Relational Data Mining, p. 398. Springer, Heidelberg (2001)"},{"key":"7_CR6","unstructured":"Feglar, T.: The GUHA architecture. In: Proc. Relmics, Tilburg (The Netherlands), vol.\u00a06, pp. 358\u2013364."},{"key":"7_CR7","unstructured":"Feglar, T.: The GUHA Virtual Machine - Frameworks and Key Concept - Frameworks and Key Concept, Research Report COST 274 (2001)"},{"key":"7_CR8","unstructured":"Feglar, T.: Modeling of a Engine Based Approach to the Decision Support. In: Proceedings of ADBIS 2002 Conference, Research Communications, vol. 2, Bratislava, September 2002, pp. 98\u2013107 (2002)"},{"key":"7_CR9","doi-asserted-by":"crossref","unstructured":"H\u00e1jek, P.: On generalized quantifiers, finite sets and data mining. In: Accepted for presentation on the conference IIS 2003 (Intelligent Information Systems), Zakopane, Poland (June 2\u20135, 2003)","DOI":"10.1007\/978-3-540-36562-4_52"},{"key":"7_CR10","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-5300-3","volume-title":"Metamathematics of Fuzzy Logic","author":"P. H\u00e1jek","year":"1998","unstructured":"H\u00e1jek, P.: Metamathematics of Fuzzy Logic. Kluwer, Dordrecht (1998)"},{"key":"7_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1007\/3-540-36280-0_6","volume-title":"Relational Methods in Computer Science","author":"P. H\u00e1jek","year":"2002","unstructured":"H\u00e1jek, P.: Relations in GUHA-style data mining. In: de Swart, H. (ed.) RelMiCS 2001. LNCS, vol.\u00a02561, p. 81. Springer, Heidelberg (2002)"},{"key":"7_CR12","unstructured":"H\u00e1jek, P.: The GUHA method and mining association rules. In: Proc. CIMA 2001, Bangor, Wales, pp. 533\u2013539 (2001)"},{"key":"7_CR13","doi-asserted-by":"crossref","unstructured":"H\u00e1jek, P.: The new version of the GUHA procedure ASSOC. In: COMPSTAT 1984, pp. 360\u2013365 (1984)","DOI":"10.1007\/978-3-642-51883-6_51"},{"key":"7_CR14","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1007\/BF02345483","volume":"1","author":"P. H\u00e1jek","year":"1966","unstructured":"H\u00e1jek, P., Havel, I., Chytil, M.: The GUHA method of automatic hypotheses determination. Computing\u00a01, 293\u2013308 (1966)","journal-title":"Computing"},{"key":"7_CR15","doi-asserted-by":"publisher","first-page":"396","DOI":"10.1007\/978-3-642-66943-9","volume-title":"Mechanizing Hypothesis Formation (Mathematical Foundations for a General Theory)","author":"P. H\u00e1jek","year":"1978","unstructured":"H\u00e1jek, P., Havr\u00e1nek, T.: Mechanizing Hypothesis Formation (Mathematical Foundations for a General Theory), p. 396. Springer, Heidelberg (1978)"},{"key":"7_CR16","unstructured":"H\u00e1jek, P., Havr\u00e1nek, T.: Mechanizing Hypothesis Formation (Mathematical Foundations for a General Theory), Internet edn., http:\/\/www.cs.cas.cz\/~hajek\/guhabook\/"},{"key":"7_CR17","unstructured":"H\u00e1jek, P., Hole\u0148a, M.: Formal logics of discovery and hypothesis formation by machine. Theoretical Computer Science (to appear)"},{"key":"7_CR18","doi-asserted-by":"crossref","unstructured":"H\u00e1jek, P.(guest ed.): International Journal of Man-Machine Studies, 10(1) (special issue on GUHA). Introductory paper of the volume is H\u00e1jek, Havr\u00e1nek: The GUHA method - its aims and techniques. Int. J. Man-Machine Studies 10, 3\u201322 (1977)","DOI":"10.1016\/S0020-7373(78)80031-5"},{"key":"7_CR19","unstructured":"H\u00e1jek, P.(guest ed.): International Journal for Man-Machine Studies. \u00a015(3) (second special issue on GUHA)"},{"key":"7_CR20","doi-asserted-by":"crossref","unstructured":"H\u00e1jek, P., Sochorov\u00e1, A., Zv\u00e1rov\u00e1, J.: GUHA for personal computers. Comp. Stat., Data Arch.\u00a019, 149\u2013153","DOI":"10.1016\/0167-9473(93)E0053-7"},{"key":"7_CR21","doi-asserted-by":"crossref","unstructured":"H\u00e1lov\u00e1, J., Feglar, T.: Systematic approach to the choice of optimum variant of radioactive waste management. In: Proceedings of 6th ISAHP 2001 Conference, Berne, Switzeland, August 2001, pp. 139\u2013144 (2001)","DOI":"10.13033\/isahp.y2001.066"},{"key":"7_CR22","unstructured":"H\u00e1lov\u00e1, J., \u017d\u00e1k, P.: Coping Discovery challenge of mutagenes discovery with GUHA+\/\u2212 for windows. In: The Fourth Pacific-Asia Conference on Knowledge Discovery and Data Mining. Workshop KDD Challenge 2000. International Workshop on KDD Challenge on Real-world Data, Kyoto, pp. 55\u201360 (2000); Pacific-Asia Conference on Knowledge Discovery and Data Mining \/4.\/, Kyoto, Japan"},{"key":"7_CR23","unstructured":"H\u00e1lov\u00e1, J., \u017d\u00e1k, P.: Drug Tailoring by GUHA +\/\u2212 for Windows. In: Challenges for MCDM in the New Millenium, Ankara, Middle East Technical University, p. 50 (2000), International Conference MCDM \/15.\/, Ankara, Turkey"},{"key":"7_CR24","unstructured":"H\u00e1lov\u00e1, J., \u017d\u00e1k, P.: Fingerprint Descriptors in Tailoring New Drugs Using GUHA Method. In: 51th Meeting of the European Working Group Multicriteria Aid for Decisions. Program and Abstracts, Madrid, p. 25 (2000), Meeting of European Working Group Multicriteria Aid for Decisions \/51.\/, Madrid, Spain, 00.03.30-00.03.3"},{"key":"7_CR25","first-page":"13","volume":"7","author":"T. Havr\u00e1nek","year":"1971","unstructured":"Havr\u00e1nek, T.: The statistical modification ond interpretation of GUHA method. Kybernetika\u00a07, 13\u201321 (1971)","journal-title":"Kybernetika"},{"key":"7_CR26","doi-asserted-by":"crossref","unstructured":"Hole\u0148a, M.: Fuzzy hypotheses for GUHA implications. In: Fuzzy Sets and Systems, vol.\u00a098, pp. 101\u2013125 (1998)","DOI":"10.1016\/S0165-0114(96)00369-7"},{"key":"7_CR27","first-page":"213","volume-title":"Fuzzy Logic","author":"M. Hole\u0148a","year":"1996","unstructured":"Hole\u0148a, M.: Exploratory data processing using a fuzzy generalization of the GUHA approach. In: Baldwin, et al. (eds.) Fuzzy Logic, pp. 213\u2013229. Willey et Sons, New York (1996)"},{"key":"7_CR28","unstructured":"Holubec jr., L., Topolcan, O., Pikner, R., Pecen, L., Holubec, L., sen, F\u00ednek, J., Ludv\u00edkov\u00e1, M.: Discriminative Level of Tumor Markers after Primary Therapy in Colorectal Carcinoma Patients. In: ISOBM Meeting. Abstract Book, Barcelona, p. 173 (2001)"},{"key":"7_CR29","unstructured":"Lin, W., Alvarez, S.A., Ruiz, C.: Collaborative recommendation via adaptive association rule mining. In: Web-KDD 2000 (2000)"},{"key":"7_CR30","unstructured":"Pecen, L., Pelik\u00e1n, E., Beran, H., Pivka, D.: Short-term fx market analysis and prediction. In: Neural Networks in Financial Engeneering, pp. 189\u2013196 (1996)"},{"key":"7_CR31","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1016\/S0020-7373(78)80032-7","volume":"10","author":"J. Rauch","year":"1978","unstructured":"Rauch, J.: Some Remarks on Computer Realisations of GUHA Procedures. International Journal of Man-Machine Studies\u00a010, 23\u201328 (1978)","journal-title":"International Journal of Man-Machine Studies"},{"key":"7_CR32","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1016\/S0020-7373(81)80012-0","volume":"15","author":"D. Pokorn\u00fd","year":"1981","unstructured":"Pokorn\u00fd, D., Rauch, J.: The GUHA-DBS Data Base System. Int. Journ. Math. Machine Studies\u00a015, 289\u2013298 (1981)","journal-title":"Int. Journ. Math. Machine Studies"},{"key":"7_CR33","unstructured":"Rauch, J.: Logical foundations of mechanizing hypothesis formation from databases (in Czech). PhD. thesis, Mathematical Institute of the Czechoslovak academy of Sciences (1986)"},{"key":"7_CR34","unstructured":"Rauch, J.: Logical problems of statistical data analysis in databases. In: Proc. Eleventh Int. Seminar on Database Management Systems, pp. 53\u201363 (1988)"},{"key":"7_CR35","first-page":"47","volume-title":"Red","author":"J. Rauch","year":"1997","unstructured":"Rauch, J.: Logical Calculi for Knowledge Discovery. In: Komorowski, J., Zytkow, J. (eds.) Red, pp. 47\u201357. Springer, Berlin (1997)"},{"key":"7_CR36","unstructured":"Rauch, J.: Contribution to Logical Foundations of KDD (in Czech). Assoc. Prof. Thesis, Faculty of Informatics and Statistics, University of Economics Prague (1998)"},{"key":"7_CR37","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1007\/BFb0094821","volume-title":"Principles of Data Mining and Knowledge Discovery","author":"J. Rauch","year":"1998","unstructured":"Rauch, J.: Classes of Four-Fold Table Quantifiers. In: Zytkow, J., Quafafou, M. (eds.) Principles of Data Mining and Knowledge Discovery, pp. 203\u2013211. Springer, Heidelberg (1998)"},{"key":"7_CR38","unstructured":"Rauch, J.: Four-Fold Table Calculi and Missing Information. In: Wang, P.P. (ed.) JCIS 1998 Proceedings, Association for Intelligent Machinery, pp. 375\u2013378 (1998)"},{"key":"7_CR39","first-page":"268","volume-title":"Proc. Discovery Science 2000","author":"J. Rauch","year":"2000","unstructured":"Rauch, J., \u0160imunek, M.: Mining for 4ft association rules. In: Proc. Discovery Science 2000, Kyoto, pp. 268\u2013272. Springer, Heidelberg (2000)"},{"key":"7_CR40","unstructured":"Rauch, J.: Interesting Association Rules and Multi-relational Association Rules. In: Communications of Institute of Information and Computing Machinery, Taiwan, May 2002, vol.\u00a05(2), pp. 77\u201382 (2002)"},{"key":"7_CR41","unstructured":"Rauch, J.: Mining for Scientific Hypotheses. In: Meij, J. (ed.) Dealing with the data flood. Mining Data, Text and Multimedia, STT\/Beweton, The Hague, pp. 73\u201384 (2002)"},{"key":"7_CR42","unstructured":"Rauch, J., \u0160imunek, M.: Alternative approach to Mining Association Rules. In: Lin, T.Y., Ohsuga, S. (eds.) IEEE ICDM 2002 Workshop Proceedings The Foundation of Data Mining and Knowledge Discovery, pp. 157\u2013162 (2002)"},{"key":"7_CR43","unstructured":"\u0160ebesta, V., Straka, L.: Determination of Suitable Markers by the GUHA Method for the Prediction of Bleeding at Patients with Chronic Lymphoblastic Leukemia. In: Medicon 1998, Mediterranean Conference on Medical and Biological Engineering and Computing \/8.\/, Lemesos, Cyprus (1998)"},{"key":"7_CR44","doi-asserted-by":"crossref","unstructured":"\u0160imunek, M.: Academic KDD Project LISp-Miner. In: \u0160imunek, M. (ed.) Accepted for publication at Intelligent Systems Design and Applications (ISDA 2003), Tulsa, Oklahoma (2003)","DOI":"10.1007\/978-3-540-44999-7_25"},{"key":"7_CR45","doi-asserted-by":"crossref","unstructured":"Strossa, P., Rauch, J.: Converting Association Rules into Natural Language - an Attempt. In: Accepted for the presentation at the conference IIS 2003 (Intelligent Information Systems), Zakopane, Poland, June 2\u20135 (2003)","DOI":"10.1007\/978-3-540-36562-4_40"},{"key":"7_CR46","unstructured":"GUHA+- project, http:\/\/www.cs.cas.cz\/ics\/software.html"},{"key":"7_CR47","unstructured":"LISp-Miner system, http:\/\/lispminer.vse.cz"}],"container-title":["Lecture Notes in Computer Science","Database Support for Data Mining Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-44497-8_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,23]],"date-time":"2021-10-23T23:38:12Z","timestamp":1635032292000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-44497-8_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540224792","9783540444978"],"references-count":47,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-44497-8_7","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2004]]}}}