{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T05:26:18Z","timestamp":1725513978229},"publisher-location":"Berlin, Heidelberg","reference-count":30,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540724810"},{"type":"electronic","value":"9783540725237"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-72523-7_23","type":"book-chapter","created":{"date-parts":[[2007,6,20]],"date-time":"2007-06-20T20:13:14Z","timestamp":1182370394000},"page":"220-230","source":"Crossref","is-referenced-by-count":11,"title":["Classifier Ensembles for Vector Space Embedding of Graphs"],"prefix":"10.1007","author":[{"given":"Kaspar","family":"Riesen","sequence":"first","affiliation":[]},{"given":"Horst","family":"Bunke","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"23_CR1","doi-asserted-by":"crossref","DOI":"10.1002\/0471660264","volume-title":"Combining Pattern Classifiers: Methods and Algorithms","author":"L. Kuncheva","year":"2004","unstructured":"Kuncheva, L.: Combining Pattern Classifiers: Methods and Algorithms. John Wiley, Chichester (2004)"},{"key":"23_CR2","first-page":"123","volume":"24","author":"L. Breiman","year":"1996","unstructured":"Breiman, L.: Bagging predictors. Machine Learning\u00a024, 123\u2013140 (1996)","journal-title":"Machine Learning"},{"issue":"8","key":"23_CR3","doi-asserted-by":"publisher","first-page":"832","DOI":"10.1109\/34.709601","volume":"20","author":"T.K. Ho","year":"1998","unstructured":"Ho, T.K.: The random subspace method for constructing decision forests. IEEE Trans. on Pattern Analysis ans Machine Intelligence\u00a020(8), 832\u2013844 (1998)","journal-title":"IEEE Trans. on Pattern Analysis ans Machine Intelligence"},{"key":"23_CR4","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1006\/jcss.1997.1504","volume":"55","author":"Y. Freund","year":"1997","unstructured":"Freund, Y., Shapire, R.E.: A decision theoretic generalization of online learning and application to boosting. Journal of Computer and Systems Sciences\u00a055, 119\u2013139 (1997)","journal-title":"Journal of Computer and Systems Sciences"},{"issue":"3","key":"23_CR5","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1142\/S0218001404003228","volume":"18","author":"D. Conte","year":"2004","unstructured":"Conte, D., et al.: Thirty years of graph matching in pattern recognition. Int. Journal of Pattern Recognition and Artificial Intelligence\u00a018(3), 265\u2013298 (2004)","journal-title":"Int. Journal of Pattern Recognition and Artificial Intelligence"},{"issue":"1","key":"23_CR6","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1109\/TNN.2005.860873","volume":"17","author":"M. Bianchini","year":"2006","unstructured":"Bianchini, M., et al.: Recursive processing of cyclic graphs. IEEE Transactions on Neural Networks\u00a017(1), 10\u201318 (2006)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"23_CR7","doi-asserted-by":"crossref","unstructured":"Neuhaus, M., Bunke, H.: Edit distance based kernel functions for structural pattern classification. In: Pattern Recognition, pp. 1852\u20131863 (2006)","DOI":"10.1016\/j.patcog.2006.04.012"},{"issue":"3","key":"23_CR8","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1023\/B:MACH.0000039777.23772.30","volume":"57","author":"T. G\u00e4rtner","year":"2004","unstructured":"G\u00e4rtner, T., Lloyd, J., Flach, P.: Kernels and distances for structured data. Machine Learning\u00a057(3), 205\u2013232 (2004)","journal-title":"Machine Learning"},{"key":"23_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"310","DOI":"10.1007\/3-540-44887-X_37","volume-title":"Audio-and Video-Based Biometrie Person Authentication","author":"G.L. Marcialis","year":"2003","unstructured":"Marcialis, G.L., Roli, F., Serrau, A.: Fusion of statistical and structural fingerprint classifiers. In: Kittler, J., Nixon, M.S. (eds.) AVBPA 2003. LNCS, vol.\u00a02688, pp. 310\u2013317. Springer, Heidelberg (2003)"},{"key":"23_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"479","DOI":"10.1007\/11553595_59","volume-title":"Image Analysis and Processing \u2013 ICIAP 2005","author":"M. Neuhaus","year":"2005","unstructured":"Neuhaus, M., Bunke, H.: Graph-based multiple classifier systems \u2013 a data level fusion approach. In: Roli, F., Vitulano, S. (eds.) ICIAP 2005. LNCS, vol.\u00a03617, pp. 479\u2013487. Springer, Heidelberg (2005)"},{"key":"23_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"214","DOI":"10.1007\/978-3-540-25966-4_21","volume-title":"Multiple Classifier Systems","author":"A. Schenker","year":"2004","unstructured":"Schenker, A., et al.: Building graph-based classifier ensembles by random node selection. In: Roli, F., Kittler, J., Windeatt, T. (eds.) MCS 2004. LNCS, vol.\u00a03077, pp. 214\u2013222. Springer, Heidelberg (2004)"},{"issue":"2","key":"23_CR12","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1016\/j.patcog.2005.06.012","volume":"39","author":"E. Pekalska","year":"2006","unstructured":"Pekalska, E., Duin, R., Paclik, P.: Prototype selection for dissimilarity-based classifiers. Pattern Recognition\u00a039(2), 189\u2013208 (2006)","journal-title":"Pattern Recognition"},{"key":"23_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1007\/11815921_31","volume-title":"Structural, Syntactic, and Statistical Pattern Recognition","author":"B. Spillmann","year":"2006","unstructured":"Spillmann, B., et al.: Transforming strings to vector spaces using prototype selection. In: Yeung, D.-Y., et al. (eds.) SSPR 2006 and SPR 2006. LNCS, vol.\u00a04109, pp. 287\u2013296. Springer, Heidelberg (2006)"},{"key":"23_CR14","unstructured":"Riesen, K., Neuhaus, M., Bunke, H.: Graph embedding in vector spaces by means of prototype selection. Submitted."},{"issue":"7","key":"23_CR15","doi-asserted-by":"publisher","first-page":"1112","DOI":"10.1109\/TPAMI.2005.145","volume":"27","author":"R.C. Wilson","year":"2005","unstructured":"Wilson, R.C., Hancock, E.R., Luo, B.: Pattern vectors from algebraic graph theory. IEEE Trans. on Pattern Analysis ans Machine Intelligence\u00a027(7), 1112\u20131124 (2005)","journal-title":"IEEE Trans. on Pattern Analysis ans Machine Intelligence"},{"key":"23_CR16","doi-asserted-by":"crossref","first-page":"1024","DOI":"10.1016\/j.patcog.2006.05.031","volume":"40","author":"A. Robles-Kelly","year":"2007","unstructured":"Robles-Kelly, A., Hancock, E.R.: A riemannian approach to graph embedding. Pattern Recognition\u00a040, 1024\u20131056 (2007)","journal-title":"Pattern Recognition"},{"issue":"3","key":"23_CR17","doi-asserted-by":"crossref","first-page":"353","DOI":"10.1109\/TSMC.1983.6313167","volume":"13","author":"A. Sanfeliu","year":"1983","unstructured":"Sanfeliu, A., Fu, K.S.: A distance measure between attributed relational graphs for pattern recognition. IEEE Transactions on Systems, Man, and Cybernetics (Part B)\u00a013(3), 353\u2013363 (1983)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics (Part B)"},{"key":"23_CR18","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/0167-8655(83)90033-8","volume":"1","author":"H. Bunke","year":"1983","unstructured":"Bunke, H., Allermann, G.: Inexact graph matching for structural pattern recognition. Pattern Recognition Letters\u00a01, 245\u2013253 (1983)","journal-title":"Pattern Recognition Letters"},{"key":"23_CR19","volume-title":"The Dissimilarity Representations for Pattern Recognition: Foundations and Applications","author":"R. Duin","year":"2005","unstructured":"Duin, R., Pekalska, E.: The Dissimilarity Representations for Pattern Recognition: Foundations and Applications. World Scientific, Singapore (2005)"},{"issue":"2","key":"23_CR20","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1023\/A:1009715923555","volume":"2","author":"C. Burges","year":"1998","unstructured":"Burges, C.: A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery\u00a02(2), 121\u2013167 (1998)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"23_CR21","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511809682","volume-title":"Kernel Methods for Pattern Analysis","author":"J. Shawe-Taylor","year":"2004","unstructured":"Shawe-Taylor, J., Cristianini, N.: Kernel Methods for Pattern Analysis. Cambridge University Press, Cambridge (2004)"},{"key":"23_CR22","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: A Library for Support Vector Machines (2001), Software available at http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm"},{"key":"23_CR23","first-page":"975","volume":"5","author":"C.F.J. Wu","year":"2004","unstructured":"Wu, C.F.J., Lin, C.J., Weng, R.C.: Probability estimates for multi-class classification by pairwise coupling. Journal of Machine Learning Research\u00a05, 975\u20131005 (2004)","journal-title":"Journal of Machine Learning Research"},{"issue":"3","key":"23_CR24","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1109\/34.667881","volume":"20","author":"J. Kittler","year":"1998","unstructured":"Kittler, J., et al.: On combining classifiers. IEEE Trans. on Pattern Analysis ans Machine Intelligence\u00a020(3), 226\u2013239 (1998)","journal-title":"IEEE Trans. on Pattern Analysis ans Machine Intelligence"},{"issue":"11","key":"23_CR25","doi-asserted-by":"crossref","first-page":"1119","DOI":"10.1016\/0167-8655(94)90127-9","volume":"15","author":"P. Pudil","year":"1994","unstructured":"Pudil, P., Novovicova, J., Kittler, J.: Floating search methods in feature-selection. PRL\u00a015(11), 1119\u20131125 (1994)","journal-title":"PRL"},{"key":"23_CR26","volume-title":"Learning with Kernels","author":"B. Sch\u00f6lkopf","year":"2002","unstructured":"Sch\u00f6lkopf, B., Smola, A.: Learning with Kernels. MIT Press, Cambridge (2002)"},{"key":"23_CR27","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1007\/11492542_19","volume-title":"Pattern Recognition and Image Analysis","author":"B. Saux Le","year":"2005","unstructured":"Le Saux, B., Bunke, H.: Feature selection for graph-based image classifiers. In: Marques, J.S., P\u00e9rez de la Blanca, N., Pina, P. (eds.) IbPRIA 2005. LNCS, vol.\u00a03523, pp. 147\u2013154. Springer, Heidelberg (2005)"},{"key":"23_CR28","unstructured":"Watson, C.I., Wilson, C.L.: NIST special database 4, fingerprint database. National Institute of Standards and Technology (March 1992)"},{"key":"23_CR29","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1007\/11527923_20","volume-title":"Audio- and Video-Based Biometric Person Authentication","author":"M. Neuhaus","year":"2005","unstructured":"Neuhaus, M., Bunke, H.: A graph matching based approach to fingerprint classification using directional variance. In: Kanade, T., Jain, A., Ratha, N.K. (eds.) AVBPA 2005. LNCS, vol.\u00a03546, pp. 191\u2013200. Springer, Heidelberg (2005)"},{"key":"23_CR30","unstructured":"Development Therapeutics\u00a0Program DTP. Aids antiviral screen (2004), http:\/\/dtp.nci.nih.gov\/docs\/aids\/aids_data.html"}],"container-title":["Lecture Notes in Computer Science","Multiple Classifier Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-72523-7_23.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,19]],"date-time":"2020-11-19T00:34:29Z","timestamp":1605746069000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-72523-7_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540724810","9783540725237"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-72523-7_23","relation":{},"subject":[]}}