{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T14:27:59Z","timestamp":1748528879936},"publisher-location":"Berlin, Heidelberg","reference-count":31,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540205890"},{"type":"electronic","value":"9783540245803"}],"license":[{"start":{"date-parts":[[2003,1,1]],"date-time":"2003-01-01T00:00:00Z","timestamp":1041379200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2003]]},"DOI":"10.1007\/978-3-540-24580-3_28","type":"book-chapter","created":{"date-parts":[[2010,9,5]],"date-time":"2010-09-05T19:01:46Z","timestamp":1283713306000},"page":"209-223","source":"Crossref","is-referenced-by-count":6,"title":["Is the UCI Repository Useful for Data Mining?"],"prefix":"10.1007","author":[{"given":"Carlos","family":"Soares","sequence":"first","affiliation":[]}],"member":"297","reference":[{"key":"28_CR1","unstructured":"Bay, S., Kibler, D., Pazzani, M., Smyth, P.: The UCI KDD archive of large data sets for data mining research and experimentation. Information Processing Society of Japan Magazine 42(5) (2001)"},{"key":"28_CR2","unstructured":"Blake, C., Merz, C.: Repository of machine learning databases (1998), http:\/, \n                    \n                      http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"issue":"11","key":"28_CR3","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1145\/240455.240468","volume":"39","author":"R. Brachman","year":"1996","unstructured":"Brachman, R., Khabaza, T., Kloesgen, W., Piatetsky-Shapiro, G., Simoudis, E.: Mining business databases. Communications of the ACM\u00a039(11), 42\u201348 (1996)","journal-title":"Communications of the ACM"},{"key":"28_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1007\/3-540-57868-4_52","volume-title":"Machine Learning: ECML-94","author":"P. Brazdil","year":"1994","unstructured":"Brazdil, P., Gama, J., Henery, B.: Characterizing the applicability of classification algorithms using meta-level learning. In: Bergadano, F., De Raedt, L. (eds.) ECML 1994. LNCS, vol.\u00a0784, pp. 83\u2013102. Springer, Heidelberg (1994)"},{"issue":"3","key":"28_CR5","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1023\/A:1021713901879","volume":"50","author":"P. Brazdil","year":"2003","unstructured":"Brazdil, P., Soares, C., Costa, J.: Ranking learning algorithms: Using IBL and meta-learning on accuracy and time results. Machine Learning\u00a050(3), 251\u2013277 (2003)","journal-title":"Machine Learning"},{"key":"28_CR6","first-page":"17","volume-title":"Proceedings of the Tenth International Conference on Machine Learning","author":"C. Brodley","year":"1993","unstructured":"Brodley, C.: Addressing the selective superiority problem: Automatic Algorithm\/ Model class selection. In: Utgoff, P. (ed.) Proceedings of the Tenth International Conference on Machine Learning, pp. 17\u201324. Morgan Kaufmann, San Francisco (1993)"},{"key":"28_CR7","unstructured":"Chapman, P., Clinton, J., Kerber, R., Khabaza, T., Reinartz, T., Shearer, C., Wirth, R.: CRISP-DM 1.0: Step-by-Step Data Mining Guide. SPSS (2000)"},{"key":"28_CR8","first-page":"115","volume-title":"Proceedings of the 11th International Conference on Machine Learning","author":"W. Cohen","year":"1995","unstructured":"Cohen, W.: Fast effective rule induction. In: Prieditis, A., Russell, S. (eds.) Proceedings of the 11th International Conference on Machine Learning, pp. 115\u2013123. Morgan Kaufmann, San Francisco (1995)"},{"issue":"7","key":"28_CR9","doi-asserted-by":"publisher","first-page":"1895","DOI":"10.1162\/089976698300017197","volume":"10","author":"T. Dietterich","year":"1998","unstructured":"Dietterich, T.: Approximate statistical tests for comparing supervised classification learning algorithms. Neural Computation\u00a010(7), 1895\u20131924 (1998), \n                    \n                      ftp:\/\/ftp.cs.orst.edu\/pub\/tgd\/papers\/nc-stats.ps.gz","journal-title":"Neural Computation"},{"key":"28_CR10","first-page":"134","volume-title":"Proceedings of the 14th International Machine Learning Conference (ICML 1997)","author":"J. Gama","year":"1997","unstructured":"Gama, J.: Probabilistic linear tree. In: Fisher, D. (ed.) Proceedings of the 14th International Machine Learning Conference (ICML 1997), pp. 134\u2013142. Morgan Kaufmann, San Francisco (1997)"},{"key":"28_CR11","doi-asserted-by":"crossref","unstructured":"Gehrke, J.: Report on the SIGKDD 2001 conference panel \u201dnew research directions on KDD\u201d. SIGKDD Explorations 3(2) (2002)","DOI":"10.1145\/507515.507529"},{"key":"28_CR12","volume-title":"Proceedings of the IEEE SMC 1999 International Conference on Systems, Man and Cybernetics","author":"M. Hilario","year":"1999","unstructured":"Hilario, M., Kalousis, A.: Building algorithm profiles for prior model selection in knowledge discovery systems. In: Proceedings of the IEEE SMC 1999 International Conference on Systems, Man and Cybernetics, IEEE Press, Los Alamitos (1999)"},{"issue":"3","key":"28_CR13","doi-asserted-by":"publisher","first-page":"299","DOI":"10.2307\/1390807","volume":"5","author":"R. Ihaka","year":"1996","unstructured":"Ihaka, R., Gentleman, R.: A language for data analysis and graphics. Journal of Computational and Graphics and Statistics\u00a05(3), 299\u2013314 (1996)","journal-title":"Journal of Computational and Graphics and Statistics"},{"key":"28_CR14","unstructured":"Keller, J., Holzer, I., Silvery, S.: Using data envelopment analysis and casebased reasoning techniques for knowledge-based engine intake port design. In: Proceedings of the International Conference on Engineering Design, ICED 1999 (1999)"},{"key":"28_CR15","doi-asserted-by":"publisher","first-page":"102","DOI":"10.1145\/775047.775062","volume-title":"Proceedings of the Eight ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"E. Keogh","year":"2002","unstructured":"Keogh, E., Kasetty, S.: On the need for time series data mining benchmarks: A survey and empirical demonstration. In: Proceedings of the Eight ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 102\u2013111. ACM, New York (2002)"},{"issue":"4","key":"28_CR16","doi-asserted-by":"publisher","first-page":"537","DOI":"10.1142\/S021821309700027X","volume":"6","author":"R. Kohavi","year":"1997","unstructured":"Kohavi, R., Sommerfield, D., Dougherty, J.: Data mining using MLC++: A machine learning library in c++. International Journal on Artificial Intelligence Tools\u00a06(4), 537\u2013566 (1997), Available at \n                    \n                      http:\/\/robotics.stanford.edu\/users\/ronnyk\/mlcj.ps.gz","journal-title":"International Journal on Artificial Intelligence Tools"},{"key":"28_CR17","first-page":"1207","volume-title":"Proceedings of the Seventeenth International Conference on Machine Learning","author":"P. Langley","year":"2000","unstructured":"Langley, P.: Crafting papers on machine learning. In: Langley, P. (ed.) Proceedings of the Seventeenth International Conference on Machine Learning, pp. 1207\u20131212. Morgan Kaufmann, San Francisco (2000)"},{"key":"28_CR18","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1023\/A:1007608224229","volume":"40","author":"T.-S. Lim","year":"2000","unstructured":"Lim, T.-S., Loh, W.-Y., Shih, Y.-S.: A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms. Machine Learning\u00a040, 203\u2013229 (2000)","journal-title":"Machine Learning"},{"key":"28_CR19","unstructured":"Lindner, G., Studer, R.: Forecastig the fault rate behavior for cars. In: Proceedings of the \u201cFrom Machine Learning to Data Mining and Knowledge Discovery\u201d ICML 1999 Workshop (1999)"},{"key":"28_CR20","unstructured":"METAL Consortium. Esprit project METAL (#26.357) (2002)"},{"key":"28_CR21","unstructured":"Michie, D., Spiegelhalter, D., Taylor, C.: Machine Learning, Neural and Statistical Classification. Ellis Horwood (1994)"},{"key":"28_CR22","volume-title":"Distribution-Free Tests","author":"H. Neave","year":"1992","unstructured":"Neave, H., Worthington, P.: Distribution-Free Tests. Routledge, New York (1992)"},{"key":"28_CR23","unstructured":"Oldemiro, M., Torgo, L.: Predicting daily returns for the ibm stock. In: Torgo, L. (ed.) Proceedings of the Workshop on Artificial Intelligence Techniques for Financial Time Series Analysis (2001), Available from \n                    \n                      http:\/\/www.liacc.up.pt\/~ltorgo\/AIFTSA"},{"key":"28_CR24","unstructured":"Petrak, J.: MLEE: Machine Learning Experimentation Environment. OFAI (2002), \n                    \n                      http:\/\/www.ai.univie.ac.at\/~johann\/mlee.html"},{"issue":"2\/3","key":"28_CR25","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1023\/A:1007442505281","volume":"30","author":"F. Provost","year":"1998","unstructured":"Provost, F., Kohavi, R.: On applied research in machine learning. Machine Learning\u00a030(2\/3), 127\u2013132 (1998)","journal-title":"Machine Learning"},{"key":"28_CR26","unstructured":"Quinlan, R.: C5.0: An Informal Tutorial. RuleQuest (1998), \n                    \n                      http:\/\/www.rulequest.com\/see5-unix.html"},{"issue":"2\/3","key":"28_CR27","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1023\/A:1007448122119","volume":"30","author":"L. Saitta","year":"1998","unstructured":"Saitta, L., Neri, F.: Learning in the \u201creal world\u201d. Machine Learning\u00a030(2\/3), 133\u2013163 (1998)","journal-title":"Machine Learning"},{"key":"28_CR28","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1023\/A:1009752403260","volume":"1","author":"S. Salzberg","year":"1997","unstructured":"Salzberg, S.: On comparing classifiers: Pitfalls to avoid and a recommended approach. Data Mining and Knowledge Discovery\u00a01, 317\u2013327 (1997), \n                    \n                      http:\/\/www.cs.jhu.edu\/~salzberg\/critique.ps","journal-title":"Data Mining and Knowledge Discovery"},{"key":"28_CR29","first-page":"105","volume-title":"Proceedings of the Fourth International Conference on Knowledge Discovery in Databases & Data Mining","author":"M. Staudt","year":"1998","unstructured":"Staudt, M., Kietz, J.-U., Reimer, U.: A data mining support environment and its application on insurance data. In: Heckerman, D., Mannila, H., Pregibon, D., Uthurusamy, R. (eds.) Proceedings of the Fourth International Conference on Knowledge Discovery in Databases & Data Mining, pp. 105\u2013111. AAAI Press, Menlo Park (1998)"},{"key":"28_CR30","doi-asserted-by":"publisher","first-page":"1341","DOI":"10.1162\/neco.1996.8.7.1341","volume":"8","author":"D. Wolpert","year":"1996","unstructured":"Wolpert, D.: The lack of a priori distinctions between learning algorithms. Neural Computation\u00a08, 1341\u20131390 (1996)","journal-title":"Neural Computation"},{"key":"28_CR31","doi-asserted-by":"crossref","unstructured":"Zaki, M.: Editorial: Online, interactive and anytime data mining. SIGKDD Explorations 3(2) (2002)","DOI":"10.1145\/507515.507527"}],"container-title":["Lecture Notes in Computer Science","Progress in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-24580-3_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T17:36:35Z","timestamp":1558287395000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-24580-3_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003]]},"ISBN":["9783540205890","9783540245803"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-24580-3_28","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2003]]}}}