{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T17:33:58Z","timestamp":1774546438438,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540223443","type":"print"},{"value":"9783540248545","type":"electronic"}],"license":[{"start":{"date-parts":[[2004,1,1]],"date-time":"2004-01-01T00:00:00Z","timestamp":1072915200000},"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":[[2004]]},"DOI":"10.1007\/978-3-540-24854-5_43","type":"book-chapter","created":{"date-parts":[[2010,9,14]],"date-time":"2010-09-14T18:40:42Z","timestamp":1284489642000},"page":"426-437","source":"Crossref","is-referenced-by-count":6,"title":["GA-Facilitated Knowledge Discovery and Pattern Recognition Optimization Applied to the Biochemistry of Protein Solvation"],"prefix":"10.1007","author":[{"given":"Michael R.","family":"Peterson","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Travis E.","family":"Doom","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael L.","family":"Raymer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"43_CR1","doi-asserted-by":"publisher","first-page":"306","DOI":"10.1109\/TPAMI.1979.4766926","volume":"1","author":"G.V. Trunk","year":"1979","unstructured":"Trunk, G.V.: A problem of dimensionality: A simple example. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a01, 306\u2013307 (1979)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"43_CR2","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1007\/978-1-4615-5689-3_4","volume-title":"Feature Selection for Knowledge Discovery and Data Mining","author":"H. Liu","year":"1998","unstructured":"Liu, H., Motodata, H.: Feature Selection for Knowledge Discovery and Data Mining, pp. 73\u201395. Kulwer Academic Publishers, Boston (1998)"},{"key":"43_CR3","unstructured":"Kelly, J.D., Davis, L.: Hybridizing the genetic algorithm and the k nearest neighbors classification algorithm. In: Proceedings of the Fourth International Conference on Genetic Algorithms and their Applications, pp. 377\u2013383 (1991)"},{"key":"43_CR4","doi-asserted-by":"publisher","first-page":"335","DOI":"10.1016\/0167-8655(89)90037-8","volume":"10","author":"W. Siedlecki","year":"1989","unstructured":"Siedlecki, W., Sklansky, J.: A note on genetic algorithms for large-scale feature selection. Pattern Recognition Letters\u00a010, 335\u2013347 (1989)","journal-title":"Pattern Recognition Letters"},{"key":"43_CR5","unstructured":"Punch, W.F., Goodman, E.D., Pei, M., Chia-Shun, L., Hovland, P., Enbody, R.: Further research on feature selection and classification using genetic algorithms. In: Proc. International Conference on Genetic Algorithms 93, pp. 557\u2013564 (1993)"},{"issue":"5","key":"43_CR6","doi-asserted-by":"publisher","first-page":"164","DOI":"10.1109\/4235.850656","volume":"4","author":"M.L. Raymer","year":"2000","unstructured":"Raymer, M.L., Punch, W.F., Goodman, E.D., Kuhn, L.A., Jain, A.K.: Dimensionality reduction using genetic algorithms. IEEE Transactions on Evolutionary Computation\u00a04(5), 164\u2013171 (2000)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"43_CR7","doi-asserted-by":"crossref","unstructured":"Han, E., Karypis, G.: Centroid-based document classification: Analysis & results. In: Principles of Data Mining and Knowledge Discovery: fourth European Conference, pp. 424\u2013431 (2000)","DOI":"10.1007\/3-540-45372-5_46"},{"key":"43_CR8","doi-asserted-by":"crossref","unstructured":"Brown, M.P.S., Grundy, W.N., Lin, D., Cristianini, N., Sugnet, C.W., Furey, T.S., M.A. Jr., Haussler, D.: Knowledge-based analysis of microarray gene expression data by using support vector machines. Proceedings of the National Academy of Science\u00a097, 262\u2013267 (2000)","DOI":"10.1073\/pnas.97.1.262"},{"key":"43_CR9","doi-asserted-by":"crossref","unstructured":"Han, E., Karypis, G., Kumar, V.: Text categorization using weight adjusted k-nearest neighbor classification. In: Advances in Knowledge Discovery and Data Mining: fifth Pacific-Asia Conference, pp. 53\u201365 (2001)","DOI":"10.1007\/3-540-45357-1_9"},{"key":"43_CR10","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1006\/jmbi.1996.0746","volume":"265","author":"M.L. Raymer","year":"1997","unstructured":"Raymer, M.L., Sanschagrin, P.C., Punch, W.F., Venkataraman, S., Goodman, E.D., Kuhn, L.A.: Predicting conserved water-mediated and polar ligand interactions in proteins using a k-nearest-neighbors genetic algorithm. J. Mol. Biol.\u00a0265, 445\u2013464 (1997)","journal-title":"J. Mol. Biol."},{"key":"43_CR11","doi-asserted-by":"publisher","first-page":"5860","DOI":"10.1021\/ja00015a049","volume":"113","author":"A. Vedani","year":"1991","unstructured":"Vedani, A., Huhta, D.W.: An algorithm for the systematic solvation of proteins based on the directionality of hydrogen bonds. J. Am. Chem. Soc.\u00a0113, 5860\u20135862 (1991)","journal-title":"J. Am. Chem. Soc."},{"issue":"9","key":"43_CR12","doi-asserted-by":"publisher","first-page":"1007","DOI":"10.1002\/jcc.540140902","volume":"14","author":"W.R. Pitt","year":"1993","unstructured":"Pitt, W.R., Murray-Rust, J., Goodfellow, J.M.: AQUARIUS2: Knowledgebased modeling of solvent sites around proteins. J. Comp. Chem.\u00a014(9), 1007\u20131018 (1993)","journal-title":"J. Comp. Chem."},{"key":"43_CR13","doi-asserted-by":"crossref","unstructured":"Kuramochi, M., Karypis, G.: Gene classification using expression profiles: a feasibility study. In: Proceedings of the Second Annual IEEE International Symposium on Bioinformatics and Bioengineering, pp. 191\u2013200 (2001)","DOI":"10.1109\/BIBE.2001.974429"},{"key":"43_CR14","doi-asserted-by":"publisher","first-page":"628","DOI":"10.1109\/TPAMI.1987.4767957","volume":"9","author":"A.K. Jain","year":"1987","unstructured":"Jain, A.K., Dubes, R.C., Chen, C.C.: Bootstrap techniques for error estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a09, 628\u2013633 (1987)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"43_CR15","first-page":"261","volume-title":"Proceedings of the Symposium on Computer Applications and Medical Care","author":"J.W. Smith","year":"1988","unstructured":"Smith, J.W., Everhart, J.E., Dickson, W.C., Knowler, W.C., Johannes, R.S.: Using the ADAP learning algorithm to forecast the onset of diabetes mellitus. In: Proceedings of the Symposium on Computer Applications and Medical Care, pp. 261\u2013265. IEEE Computer Society Press, Los Alamitos (1988)"},{"key":"43_CR16","unstructured":"Blake, C.L., Merz, C.J.: UCI repository of machine learning databases. University of California, Irvine, Dept. of Information and Computer Sciences (1998), \n                    \n                      http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"key":"43_CR17","first-page":"265","volume-title":"Data Mining - Practical Machine Learning Tools and Techniques with Java Implementations","author":"I.H. Witten","year":"2000","unstructured":"Witten, I.H., Frank, E.: Data Mining - Practical Machine Learning Tools and Techniques with Java Implementations, pp. 265\u2013319. Morgan Kaufmann, San Francisco (2000)"}],"container-title":["Lecture Notes in Computer Science","Genetic and Evolutionary Computation \u2013 GECCO 2004"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-24854-5_43","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T22:24:07Z","timestamp":1558304647000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-24854-5_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540223443","9783540248545"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-24854-5_43","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2004]]}}}