{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T19:10:32Z","timestamp":1743016232053,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540884781"},{"type":"electronic","value":"9783540884798"}],"license":[{"start":{"date-parts":[[2008,1,1]],"date-time":"2008-01-01T00:00:00Z","timestamp":1199145600000},"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":[[2008]]},"DOI":"10.1007\/978-3-540-88479-8_50","type":"book-chapter","created":{"date-parts":[[2008,11,4]],"date-time":"2008-11-04T09:18:43Z","timestamp":1225790323000},"page":"693-708","source":"Crossref","is-referenced-by-count":4,"title":["Organizing the World\u2019s Machine Learning Information"],"prefix":"10.1007","author":[{"given":"Joaquin","family":"Vanschoren","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hendrik","family":"Blockeel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bernhard","family":"Pfahringer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Geoff","family":"Holmes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"1","key":"50_CR1","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1017\/S0956796804005301","volume":"15","author":"L. Allison","year":"2005","unstructured":"Allison, L.: Models for machine learning and data mining in functional programming. Journal of Functional Programming\u00a015(1), 15\u201332 (2005)","journal-title":"Journal of Functional Programming"},{"issue":"9","key":"50_CR2","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1371\/journal.pbio.0020317","volume":"2","author":"C.A. Ball","year":"2004","unstructured":"Ball, C.A., Brazma, A., Causton, H., Chervitz, S., Edgar, R., et al.: Submission of Microarray Data to Public Repositories. PLoS Biol.\u00a02(9), e317 (2004)","journal-title":"PLoS Biol."},{"key":"50_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1007\/11733492_5","volume-title":"Knowledge Discovery in Inductive Databases","author":"H. Blockeel","year":"2006","unstructured":"Blockeel, H.: Experiment databases: A novel methodology for experimental research. In: Bonchi, F., Boulicaut, J.-F. (eds.) KDID 2005. LNCS, vol.\u00a03933, pp. 72\u201385. Springer, Heidelberg (2006)"},{"key":"50_CR4","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"6","DOI":"10.1007\/978-3-540-74976-9_5","volume-title":"Knowledge Discovery in Databases: PKDD 2007","author":"H. Blockeel","year":"2007","unstructured":"Blockeel, H., Vanschoren, J.: Experiment databases: Towards an improved experimental methodology in machine learning. In: Kok, J.N., Koronacki, J., L\u00f3pez de M\u00e1ntaras, R., Matwin, S., Mladeni\u010d, D., Skowron, A. (eds.) PKDD 2007. LNCS (LNAI), vol.\u00a04702, pp. 6\u201317. Springer, Heidelberg (2007)"},{"key":"50_CR5","doi-asserted-by":"publisher","first-page":"365","DOI":"10.1038\/ng1201-365","volume":"29","author":"A. Brazma","year":"2001","unstructured":"Brazma, A., Hingamp, P., Quackenbush, J., Sherlock, G., et al.: Minimum information about a microarray experiment (MIAME): toward standards for microarray data. Nature Genetics\u00a029, 365\u2013371 (2001)","journal-title":"Nature Genetics"},{"issue":"1","key":"50_CR6","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1093\/nar\/gkg091","volume":"31","author":"A. Brazma","year":"2003","unstructured":"Brazma, A., Parkinson, H., Sarkans, U., Shojatalab, M., et al.: ArrayExpress\u2013a public repository for microarray gene expression data at the EBI. Nucleic Acids Research\u00a031(1), 68\u201371 (2003)","journal-title":"Nucleic Acids Research"},{"key":"50_CR7","series-title":"Lecture Notes in Computer Science","first-page":"161","volume-title":"Statistical Network Analysis: Models, Issues, and New Directions","author":"R. Caruana","year":"2007","unstructured":"Caruana, R., Niculescu-Mizil, A.: An empirical comparison of supervised learning algorithms. In: Airoldi, E.M., Blei, D.M., Fienberg, S.E., Goldenberg, A., Xing, E.P., Zheng, A.X. (eds.) ICML 2006. LNCS, vol.\u00a04503, pp. 161\u2013168. Springer, Heidelberg (2007)"},{"key":"50_CR8","unstructured":"The Data Mining Group: The Predictive Model Markup Language (PMML), version 3.2, http:\/\/www.dmg.org\/pmml-v3-2.html"},{"key":"50_CR9","first-page":"1","volume":"7","author":"J. Dem\u0161ar","year":"2006","unstructured":"Dem\u0161ar, J.: Statistical Comparisons of Classifiers over Multiple Data Sets. Journal of Machine Learning Research\u00a07, 1\u201330 (2006)","journal-title":"Journal of Machine Learning Research"},{"key":"50_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1007\/978-3-540-75549-4_16","volume-title":"Knowledge Discovery in Inductive Databases","author":"S. D\u017eeroski","year":"2007","unstructured":"D\u017eeroski, S.: Towards a General Framework for Data Mining. In: D\u017eeroski, S., Struyf, J. (eds.) KDID 2006. LNCS, vol.\u00a04747, pp. 259\u2013300. Springer, Heidelberg (2007)"},{"issue":"11","key":"50_CR11","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1145\/240455.240472","volume":"39","author":"T. Imielinski","year":"1996","unstructured":"Imielinski, T., Mannila, H.: A database perspective on knowledge discovery. Communications of the ACM\u00a039(11), 58\u201364 (1996)","journal-title":"Communications of the ACM"},{"key":"50_CR12","first-page":"211","volume":"4","author":"C. Perlich","year":"2003","unstructured":"Perlich, C., Provost, F., Siminoff, J.: Tree induction vs. logistic regression: A learning curve analysis. Journal of Machine Learning Research\u00a04, 211\u2013255 (2003)","journal-title":"logistic regression: A learning curve analysis. Journal of Machine Learning Research"},{"issue":"14","key":"50_CR13","doi-asserted-by":"publisher","first-page":"464","DOI":"10.1093\/bioinformatics\/btl207","volume":"22","author":"L.N. Soldatova","year":"2006","unstructured":"Soldatova, L.N., Clare, A., Sparkes, A., King, R.D.: An ontology for a Robot Scientist. Bioinformatics\u00a022(14), 464\u2013471 (2006)","journal-title":"Bioinformatics"},{"key":"50_CR14","doi-asserted-by":"publisher","first-page":"469","DOI":"10.1038\/ng1028","volume":"32","author":"C. Stoeckert","year":"2002","unstructured":"Stoeckert, C., Causton, H., Ball, C.: Microarray databases: standards and ontologies. Nature Genetics\u00a032, 469\u2013473 (2002)","journal-title":"Nature Genetics"},{"key":"50_CR15","doi-asserted-by":"crossref","unstructured":"Vanschoren, J., Pfahringer, B., Holmes, G.: Learning From The Past with Experiment Databases. Working Paper Series 08\/2008, Computer Science Department, University of Waikato (2008)","DOI":"10.1007\/978-3-540-89197-0_45"},{"key":"50_CR16","volume-title":"Data Mining: Practical Machine Learning Tools and Techniques","author":"I.H. Witten","year":"2005","unstructured":"Witten, I.H., Frank, E.: Data Mining: Practical Machine Learning Tools and Techniques, 2nd edn. Morgan Kaufmann, San Francisco (2005)","edition":"2"}],"container-title":["Communications in Computer and Information Science","Leveraging Applications of Formal Methods, Verification and Validation"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-88479-8_50","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,14]],"date-time":"2019-05-14T22:30:24Z","timestamp":1557873024000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-88479-8_50"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540884781","9783540884798"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-88479-8_50","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2008]]}}}