{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T20:37:11Z","timestamp":1725568631527},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642161834"},{"type":"electronic","value":"9783642161841"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"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":[[2010]]},"DOI":"10.1007\/978-3-642-16184-1_4","type":"book-chapter","created":{"date-parts":[[2010,11,2]],"date-time":"2010-11-02T13:40:58Z","timestamp":1288705258000},"page":"42-56","source":"Crossref","is-referenced-by-count":3,"title":["An Artificial Experimenter for Enzymatic Response Characterisation"],"prefix":"10.1007","author":[{"given":"Chris","family":"Lovell","sequence":"first","affiliation":[]},{"given":"Gareth","family":"Jones","sequence":"additional","affiliation":[]},{"given":"Steve R.","family":"Gunn","sequence":"additional","affiliation":[]},{"given":"Klaus-Peter","family":"Zauner","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"4_CR1","first-page":"1","volume-title":"ICML 1998","author":"N. Abe","year":"1998","unstructured":"Abe, N., Mamitsuka, H.: Query learning strategies using boosting and bagging. In: ICML 1998, pp. 1\u20139. Morgan Kauffmann, San Francisco (1998)"},{"issue":"2","key":"4_CR2","first-page":"289","volume":"62","author":"A.C. Atkinson","year":"1975","unstructured":"Atkinson, A.C., Fedorov, V.V.: The design of experiments for discriminating between several models. Biometrika\u00a062(2), 289\u2013303 (1975)","journal-title":"Biometrika"},{"key":"4_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1007\/978-3-540-77226-2_22","volume-title":"Intelligent Data Engineering and Automated Learning - IDEAL 2007","author":"R. Burbidge","year":"2007","unstructured":"Burbidge, R., Rowland, J.J., King, R.D.: Active learning for regression based on query by committee. In: Yin, H., Tino, P., Corchado, E., Byrne, W., Yao, X. (eds.) IDEAL 2007. LNCS, vol.\u00a04881, pp. 209\u2013218. Springer, Heidelberg (2007)"},{"key":"4_CR4","first-page":"92","volume":"15","author":"T.C. Chamberlin","year":"1890","unstructured":"Chamberlin, T.C.: The method of multiple working hypotheses. Science (old series)\u00a015, 92\u201396 (1890); Reprinted in: Science, vol. 148, p. 754\u2013759 (May 1965)","journal-title":"Science (old series)"},{"key":"4_CR5","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1613\/jair.295","volume":"4","author":"D.A. Cohn","year":"1996","unstructured":"Cohn, D.A., Ghahramani, Z., Jordan, M.I.: Active learning with statistical models. Journal of Artificial Intelligence Research\u00a04, 129\u2013145 (1996)","journal-title":"Journal of Artificial Intelligence Research"},{"key":"4_CR6","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1023\/A:1007330508534","volume":"28","author":"Y. Freund","year":"1997","unstructured":"Freund, Y., Seung, H.S., Shamir, E., Tishby, N.: Selective sampling using the query by committee algorithm. Machine Learning\u00a028, 133\u2013168 (1997)","journal-title":"Machine Learning"},{"key":"4_CR7","doi-asserted-by":"publisher","first-page":"1295","DOI":"10.1016\/j.visres.2008.09.007","volume":"49","author":"L. Itti","year":"2009","unstructured":"Itti, L., Baldi, P.: Bayesian surprise attracts human attention. Vision Research\u00a049, 1295\u20131306 (2009)","journal-title":"Vision Research"},{"key":"4_CR8","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1038\/nature02236","volume":"427","author":"R.D. King","year":"2004","unstructured":"King, R.D., Whelan, K.E., Jones, F.M., Reiser, P.G.K., Bryant, C.H., Muggleton, S.H., Kell, D.B., Oliver, S.G.: Functional genomic hypothesis generation and experimentation by a robot scientist. Nature\u00a0427, 247\u2013252 (2004)","journal-title":"Nature"},{"key":"4_CR9","first-page":"255","volume-title":"Computational Models of Scientific Discovery and Theory Formation","author":"D. Kulkarni","year":"1990","unstructured":"Kulkarni, D., Simon, H.A.: Experimentation in machine discovery. In: Shrager, J., Langley, P. (eds.) Computational Models of Scientific Discovery and Theory Formation, pp. 255\u2013273. Morgan Kaufmann Publishers, San Mateo (1990)"},{"key":"4_CR10","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1214\/aoms\/1177729694","volume":"22","author":"S. Kullback","year":"1951","unstructured":"Kullback, S., Leibler, R.A.: On information and sufficiency. Annals of Mathematical Statistics\u00a022, 79\u201386 (1951)","journal-title":"Annals of Mathematical Statistics"},{"key":"4_CR11","first-page":"589","volume":"4","author":"D.J.C. MacKay","year":"1992","unstructured":"MacKay, D.J.C.: Information\u2013based objective functions for active data selection. Neural Computation\u00a04, 589\u2013603 (1992)","journal-title":"Neural Computation"},{"key":"4_CR12","first-page":"19","volume-title":"CEC","author":"N. Matsumaru","year":"2002","unstructured":"Matsumaru, N., Colombano, S., Zauner, K.-P.: Scouting enzyme behavior. In: CEC, pp. 19\u201324. IEEE, Piscataway (2002)"},{"key":"4_CR13","first-page":"584","volume-title":"ICML","author":"A.K. McCallum","year":"1998","unstructured":"McCallum, A.K., Nigam, K.: Employing em and pool-based active learning for text classification. In: ICML, pp. 584\u2013591. Morgan Kaufmann, San Francisco (1998)"},{"key":"4_CR14","volume-title":"Lehninger Principles of Biochemistry","author":"D.L. Nelson","year":"2008","unstructured":"Nelson, D.L., Cox, M.M.: Lehninger Principles of Biochemistry, 5th edn. W. H. Freeman and Company, New York (2008)","edition":"5"},{"key":"4_CR15","unstructured":"Settles, B.: Active learning literature survey. Tech. rep., University of Wisconsin-Madison (2009)"},{"issue":"2","key":"4_CR16","doi-asserted-by":"publisher","first-page":"288","DOI":"10.1016\/0003-9861(59)90124-9","volume":"82","author":"J.M. Siegel","year":"1959","unstructured":"Siegel, J.M., Montgomery, G.A., Bock, R.M.: Ultraviolet absroption spectra of dpn and analogs of dpn. Archives of Biochemistry and Biophysics\u00a082(2), 288\u2013299 (1959)","journal-title":"Archives of Biochemistry and Biophysics"},{"key":"4_CR17","first-page":"1","volume-title":"Enzyme Assays","author":"K.F. Tipton","year":"2002","unstructured":"Tipton, K.F.: Enzyme Assays, 2nd edn., pp. 1\u201344. Oxford University Press, Oxford (2002)","edition":"2"},{"key":"4_CR18","volume-title":"Spline Models for Observational Data, CBMS-NSF Regional Conference series in applied mathematics","author":"G. Wahba","year":"1990","unstructured":"Wahba, G.: Spline Models for Observational Data, CBMS-NSF Regional Conference series in applied mathematics, vol.\u00a059. SIAM, Philadelphia (1990)"},{"key":"4_CR19","doi-asserted-by":"publisher","first-page":"553","DOI":"10.1021\/bp010004n","volume":"17","author":"K.-P. Zauner","year":"2001","unstructured":"Zauner, K.-P., Conrad, M.: Enzymatic computing. Biotechnol. Prog.\u00a017, 553\u2013559 (2001)","journal-title":"Biotechnol. Prog."},{"key":"4_CR20","unstructured":"\u017bytkow, J., Zhu, M.: Automated discovery in a chemistry laboratory. In: AAAI-90, pp. 889\u2013894. AAAI Press \/ MIT Press (1990)"}],"container-title":["Lecture Notes in Computer Science","Discovery Science"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-16184-1_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,22]],"date-time":"2019-03-22T00:45:57Z","timestamp":1553215557000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-16184-1_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642161834","9783642161841"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-16184-1_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}