{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T09:08:31Z","timestamp":1743066511947,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":15,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642250842"},{"type":"electronic","value":"9783642250859"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"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":[[2011]]},"DOI":"10.1007\/978-3-642-25085-9_69","type":"book-chapter","created":{"date-parts":[[2011,11,11]],"date-time":"2011-11-11T10:03:34Z","timestamp":1321005814000},"page":"581-590","source":"Crossref","is-referenced-by-count":5,"title":["A Markov Random Field Model for Combining Optimum-Path Forest Classifiers Using Decision Graphs and Game Strategy Approach"],"prefix":"10.1007","author":[{"suffix":"Jr.","given":"Moacir P.","family":"Ponti","sequence":"first","affiliation":[]},{"given":"Jo\u00e3o Paulo","family":"Papa","sequence":"additional","affiliation":[]},{"given":"Alexandre L. M.","family":"Levada","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"24","key":"69_CR1","first-page":"123","volume":"2","author":"L. Breiman","year":"1996","unstructured":"Breiman, L.: Bagging predictors. Machine Learning Journal\u00a02(24), 123\u2013140 (1996)","journal-title":"Machine Learning Journal"},{"key":"69_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1007\/978-3-642-12127-2_13","volume-title":"Multiple Classifier Systems","author":"G. Brown","year":"2010","unstructured":"Brown, G., Kuncheva, L.I.: \u201cGood\u201d and \u201cBad\u201d diversity in majority vote ensembles. In: El Gayar, N., Kittler, J., Roli, F. (eds.) MCS 2010. LNCS, vol.\u00a05997, pp. 124\u2013133. Springer, Heidelberg (2010)"},{"key":"69_CR3","unstructured":"Frank, A., Asuncion, A.: UCI machine learning repository (2010), \n                    \n                      http:\/\/archive.ics.uci.edu\/ml"},{"issue":"2","key":"69_CR4","doi-asserted-by":"publisher","first-page":"256","DOI":"10.1006\/inco.1995.1136","volume":"121","author":"T. Freund","year":"1995","unstructured":"Freund, T.: Boosting: a weak learning algorithm by majority. Information and Computation\u00a0121(2), 256\u2013285 (1995)","journal-title":"Information and Computation"},{"key":"69_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"284","DOI":"10.1007\/11840817_30","volume-title":"Artificial Neural Networks \u2013 ICANN 2006","author":"H. Georgiou","year":"2006","unstructured":"Georgiou, H., Mavroforakis, M., Theodoridis, S.: A game-theoretic approach to weighted majority voting for combining SVM classifiers. In: Kollias, S.D., Stafylopatis, A., Duch, W., Oja, E. (eds.) ICANN 2006. LNCS, vol.\u00a04131, pp. 284\u2013292. Springer, Heidelberg (2006)"},{"issue":"8","key":"69_CR6","doi-asserted-by":"publisher","first-page":"832","DOI":"10.1109\/34.709601","volume":"20","author":"T. Ho","year":"1998","unstructured":"Ho, T.: The random subspace method for constructing decision forests. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a020(8), 832\u2013844 (1998)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"key":"69_CR7","doi-asserted-by":"crossref","unstructured":"Kaluza, B., Mirchevska, V., Dovgan, E., Lustrek, M., Gams, M.: An agent-based approach to care in independent living. In: Int. Joint Conf. on Ambient Intelligence (AML 2010), Malaga, Spain (2010)","DOI":"10.1007\/978-3-642-16917-5_18"},{"issue":"3","key":"69_CR8","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1109\/34.667881","volume":"20","author":"J. Kittler","year":"1998","unstructured":"Kittler, J., Hatef, M., Duin, R., Matas, J.: On combining classifiers. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a020(3), 226\u2013239 (1998)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"issue":"13","key":"69_CR9","doi-asserted-by":"publisher","first-page":"1795","DOI":"10.1016\/j.patrec.2010.04.007","volume":"31","author":"A.L.M. Levada","year":"2010","unstructured":"Levada, A.L.M., Mascarenhas, N.D.A., Tann\u00fas, A.: A novel MAP-MRF approach for multispectral image contextual classification using combination of suboptimal iterative algorithms. Pattern Recognition Letters\u00a031(13), 1795\u20131808 (2010)","journal-title":"Pattern Recognition Letters"},{"issue":"9","key":"69_CR10","doi-asserted-by":"publisher","first-page":"1075","DOI":"10.1109\/TPAMI.2003.1227984","volume":"25","author":"J. Li","year":"2003","unstructured":"Li, J., Wang, J.Z.: Automatic linguistic indexing of pictures by a statistical modeling approach. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a025(9), 1075\u20131088 (2003)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"issue":"1","key":"69_CR11","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1073\/pnas.36.1.48","volume":"36","author":"J.F. Nash","year":"1950","unstructured":"Nash, J.F.: Equilibrium points in n-person games. Proceedings of the National Academy of Sciences\u00a036(1), 48\u201349 (1950)","journal-title":"Proceedings of the National Academy of Sciences"},{"issue":"2","key":"69_CR12","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1002\/ima.20188","volume":"19","author":"J. Papa","year":"2009","unstructured":"Papa, J., Falc\u00e3o, A.X., Suzuki, C.T.N.: Supervised pattern classification based on optimum-path forest. Int. J. Imaging Systems and Technology\u00a019(2), 120\u2013131 (2009)","journal-title":"Int. J. Imaging Systems and Technology"},{"key":"69_CR13","series-title":"Lecture Notes in Computer Science","first-page":"237","volume-title":"MCS 2011","author":"M.P. Ponti Jr.","year":"2011","unstructured":"Ponti Jr., M.P., Papa, J.P.: Improving accuracy and speed of optimum-path forest classifier using combination of disjoint training subsets. In: Sansone, C. (ed.) MCS 2011. LNCS, vol.\u00a06713, pp. 237\u2013248. Springer, Heidelberg (2011)"},{"issue":"9","key":"69_CR14","doi-asserted-by":"publisher","first-page":"1333","DOI":"10.1109\/83.413180","volume":"4","author":"T. Yamazaki","year":"1995","unstructured":"Yamazaki, T., Gingras, D.: Image classification using spectral and spatial information based on mrf models. IEEE Trans. on Image Processing\u00a04(9), 1333\u20131339 (1995)","journal-title":"IEEE Trans. on Image Processing"},{"issue":"1","key":"69_CR15","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1006\/cviu.1995.1003","volume":"61","author":"S. Yu","year":"1995","unstructured":"Yu, S., Berthod, M.: A game strategy approach for image labelling. Computer Vision and Image Understanding\u00a061(1), 32\u201337 (1995)","journal-title":"Computer Vision and Image Understanding"}],"container-title":["Lecture Notes in Computer Science","Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-25085-9_69","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,1,30]],"date-time":"2020-01-30T06:56:50Z","timestamp":1580367410000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-25085-9_69"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642250842","9783642250859"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-25085-9_69","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}