{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,3]],"date-time":"2025-04-03T06:40:17Z","timestamp":1743662417504,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":23,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642318368"},{"type":"electronic","value":"9783642318375"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-31837-5_13","type":"book-chapter","created":{"date-parts":[[2012,7,5]],"date-time":"2012-07-05T02:48:56Z","timestamp":1341456536000},"page":"87-92","source":"Crossref","is-referenced-by-count":1,"title":["A Novel Multiple Kernel Clustering Method"],"prefix":"10.1007","author":[{"given":"Lujiang","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Xiaohui","family":"Hu","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"13_CR1","doi-asserted-by":"crossref","unstructured":"Sch\u00f6lkopf, B., Smola, A.J.: Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond. MIT Press (2002)","DOI":"10.7551\/mitpress\/4175.001.0001"},{"issue":"1","key":"13_CR2","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1016\/j.patcog.2007.05.018","volume":"41","author":"M. Filippone","year":"2008","unstructured":"Filippone, M., Camastra, F., Masulli, F., Rovetta, S.: A Survey of Kernel and Spectral Methods for Clustering. Pattern Recognition\u00a041(1), 176\u2013190 (2008)","journal-title":"Pattern Recognition"},{"key":"13_CR3","unstructured":"Wu, Z.D., Xie, W.X., Yu, J.P.: Fuzzy C-means Clustering Algorithm Based on Kernel Method. In: Proceedings of the International Conference on Computational Intelligence and Multimedia Applications, pp. 49\u201354 (2003)"},{"issue":"2","key":"13_CR4","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1023\/A:1015244902967","volume":"15","author":"K. Yu","year":"2002","unstructured":"Yu, K., Ji, L., Zhang, X.: Kernel Nearest-Neighbor Algorithm. Neural Processing Letters\u00a015(2), 147\u2013156 (2002)","journal-title":"Neural Processing Letters"},{"key":"13_CR5","unstructured":"Zhang, D.Q., Chen, S.C.: Kernel Based Fuzzy and Possibilistic C-means Clustering. In: Proceedings of the International Conference Artificial Neural Network, Turkey, pp. 122\u2013125 (2003)"},{"key":"13_CR6","doi-asserted-by":"publisher","first-page":"1299","DOI":"10.1162\/089976698300017467","volume":"10","author":"B. Sch\u00f6lkopf","year":"1998","unstructured":"Sch\u00f6lkopf, B., Smola, A.J., M\u00fcller, K.R.: Nonlinear Component Analysis as a Kernel Eigenvalue Problem. Neural Computation\u00a010, 1299\u20131319 (1998)","journal-title":"Neural Computation"},{"key":"13_CR7","doi-asserted-by":"crossref","unstructured":"Inokuchi, R., Miyamoto, S.: LVQ Clustering and SOM Using a Kernel Function. In: Proceedings of IEEE International Conference on Fuzzy Systems, vol.\u00a03, pp. 1497\u20131500 (2004)","DOI":"10.1109\/FUZZY.2004.1375395"},{"key":"13_CR8","doi-asserted-by":"crossref","unstructured":"Qinand, A.K., Suganthan, P.N.: Kernel Neural Gas Algorithms with Application to Cluster Analysis. In: 17th International Conference on Pattern Recognition (ICPR 2004), vol.\u00a04, pp. 617\u2013620 (2004)","DOI":"10.1109\/ICPR.2004.1333848"},{"key":"13_CR9","unstructured":"Xu, L., Neufeld, J., Larson, B., Schuurmans, D.: Maximum Margin Clustering. In: Advances in Neural Information Processing Systems, vol.\u00a017, pp. 1537\u20131544 (2005)"},{"issue":"5","key":"13_CR10","doi-asserted-by":"publisher","first-page":"801","DOI":"10.1109\/TPAMI.2005.88","volume":"27","author":"F. Camastra","year":"2005","unstructured":"Camastra, F., Verri, A.: A Novel Kernel Method for Clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a027(5), 801\u2013804 (2005)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"13_CR11","first-page":"125","volume":"2","author":"A.B. Hur","year":"2001","unstructured":"Hur, A.B., Horn, D., Siegelmann, H.T., Vapnik, V.: Support vector clustering. Journal of Machine Learning Research\u00a02, 125\u2013137 (2001)","journal-title":"Journal of Machine Learning Research"},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Dhillon, I.S., Guan, Y., Kulis, B.: A Unified View of Kernel K-means. Spectral Clustering and Graph Cuts. Computational Complexity, 1\u201320 (2005)","DOI":"10.1145\/1014052.1014118"},{"key":"13_CR13","first-page":"27","volume":"5","author":"G. Lanckriet","year":"2004","unstructured":"Lanckriet, G., Cristianini, N., Ghaoui, L., Bartlett, P., Jordan, M.: Learning the Kernel Matrix with Semidefinite Programming. Journal of Machine Learning Research\u00a05, 27\u201372 (2004)","journal-title":"Journal of Machine Learning Research"},{"key":"13_CR14","first-page":"1531","volume":"7","author":"S. Sonnenburg","year":"2006","unstructured":"Sonnenburg, S., R\u00e4tsch, G., Sch\u00e4fer, C., Sch\u00f6lkopf, B.: Large Scale Multiple Kernel Learning. Journal of Machine Learning Research\u00a07, 1531\u20131565 (2006)","journal-title":"Journal of Machine Learning Research"},{"key":"13_CR15","doi-asserted-by":"crossref","unstructured":"Bach, F., Lanckriet, G., Jordan, M.: Multiple Kernel Learning, Conic Duality, and the SMO Algorithm. In: Proceedings of the 21th International Conference on Machine Learning, pp. 6\u201313 (2004)","DOI":"10.1145\/1015330.1015424"},{"key":"13_CR16","unstructured":"Gehler, P.V., Nowozin, S.: Infinite Kernel Learning. Technical Report No. TR-178, Max Planck Institute for Biological Cybernetics (2008)"},{"key":"13_CR17","first-page":"2491","volume":"9","author":"A. Rakotomamonjy","year":"2008","unstructured":"Rakotomamonjy, A., Bach, F., Canu, S., Grandvalet, Y.: Simple MKL. Journal of Machine Learning Research\u00a09, 2491\u20132521 (2008)","journal-title":"Journal of Machine Learning Research"},{"key":"13_CR18","unstructured":"Kloft, M., Brefeld, U., Sonnenburg, S., Laskov, P., M\u00fcller, K.R., Zien, A.: Efficient and Accurate l p-norm Multiple Kernel Learning. In: Advances in Neural Information Processing Systems, vol.\u00a022, pp. 997\u20131005 (2009)"},{"key":"13_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"390","DOI":"10.1007\/978-3-642-16108-7_31","volume-title":"ALT 2010","author":"R. Jin","year":"2010","unstructured":"Jin, R., Hoi, S.C.H., Yang, T.: Online Multiple Kernel Learning: Algorithms and Mistake Bounds. In: Hutter, M., Stephan, F., Vovk, V., Zeugmann, T. (eds.) ALT 2010. LNCS, vol.\u00a06331, pp. 390\u2013404. Springer, Heidelberg (2010)"},{"key":"13_CR20","doi-asserted-by":"crossref","unstructured":"Zhao, B., Kwok, J.T., Zhang, C.: Multiple Kernel Clustering. In: Proceedings of the 9th SIAM International Conference on Data Mining (SDM 2009), pp. 638\u2013649 (2009)","DOI":"10.1137\/1.9781611972795.55"},{"key":"13_CR21","doi-asserted-by":"crossref","unstructured":"Lewis, D.P., Jebara, T., Noble, W.S.: Nonstationary Kernel Combination. In: Proceedings of the 23th International Conference on Machine Learning, pp. 553\u2013560 (2006)","DOI":"10.1145\/1143844.1143914"},{"key":"13_CR22","doi-asserted-by":"crossref","unstructured":"G\u00f6nen, M., Alpaydin, E.: Localized multiple kernel learning. In: Proceedings of the 25th International Conference on Machine Learning, pp. 352\u2013359 (2008)","DOI":"10.1145\/1390156.1390201"},{"key":"13_CR23","unstructured":"Ng, A.Y., Jordan, M.I., Weiss, Y.: On Spectral Clustering: Analysis and an Algorithm. In: Advances in Neural Information Processing Systems, vol.\u00a014, pp. 849\u2013856 (2001)"}],"container-title":["Communications in Computer and Information Science","Emerging Intelligent Computing Technology and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-31837-5_13.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,3]],"date-time":"2025-04-03T06:12:36Z","timestamp":1743660756000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-31837-5_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642318368","9783642318375"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-31837-5_13","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2012]]}}}