{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T09:23:01Z","timestamp":1725700981022},"publisher-location":"Berlin, Heidelberg","reference-count":27,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642328190"},{"type":"electronic","value":"9783642328206"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-32820-6_39","type":"book-chapter","created":{"date-parts":[[2012,8,23]],"date-time":"2012-08-23T12:26:25Z","timestamp":1345724785000},"page":"389-400","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Peer-to-Peer Multi-class Boosting"],"prefix":"10.1007","author":[{"given":"Istv\u00e1n","family":"Heged\u0171s","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R\u00f3bert","family":"Busa-Fekete","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R\u00f3bert","family":"Orm\u00e1ndi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M\u00e1rk","family":"Jelasity","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bal\u00e1zs","family":"K\u00e9gl","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"39_CR1","unstructured":"Filelist (2005), \n                    \n                      http:\/\/www.filelist.org"},{"issue":"1","key":"39_CR2","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.stamet.2010.03.002","volume":"8","author":"A.U. Asuncion","year":"2011","unstructured":"Asuncion, A.U., Smyth, P., Welling, M.: Asynchronous distributed estimation of topic models for document analysis. Statistical Methodology\u00a08(1), 3\u201317 (2011)","journal-title":"Statistical Methodology"},{"key":"39_CR3","doi-asserted-by":"crossref","unstructured":"Babenko, B., Yang, M., Belongie, S.: A family of online boosting algorithms. In: Computer Vision Workshops (ICCV Workshops), pp. 1346\u20131353 (2009)","DOI":"10.1109\/ICCVW.2009.5457453"},{"key":"39_CR4","doi-asserted-by":"crossref","unstructured":"Bottou, L.: Large-scale machine learning with stochastic gradient descent. In: Intl. Conf. on Computational Statistics, vol.\u00a019, pp. 177\u2013187 (2010)","DOI":"10.1007\/978-3-7908-2604-3_16"},{"key":"39_CR5","unstructured":"Bradley, J., Schapire, R.: FilterBoost: Regression and classification on large datasets. In: Advances in Neural Information Processing Systems, vol.\u00a020. The MIT Press (2008)"},{"key":"39_CR6","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1023\/A:1013912006537","volume":"48","author":"M. Collins","year":"2002","unstructured":"Collins, M., Schapire, R., Singer, Y.: Logistic regression, AdaBoost and Bregman distances. Machine Learning\u00a048, 253\u2013285 (2002)","journal-title":"Machine Learning"},{"issue":"4","key":"39_CR7","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1109\/MIC.2006.74","volume":"10","author":"S. Datta","year":"2006","unstructured":"Datta, S., Bhaduri, K., Giannella, C., Wolff, R., Kargupta, H.: Distributed data mining in peer-to-peer networks. IEEE Internet Comp.\u00a010(4), 18\u201326 (2006)","journal-title":"IEEE Internet Comp."},{"key":"39_CR8","doi-asserted-by":"crossref","unstructured":"Fan, W., Stolfo, S.J., Zhang, J.: The application of AdaBoost for distributed, scalable and on-line learning. In: Proc. 5th ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining, pp. 362\u2013366 (1999)","DOI":"10.1145\/312129.312283"},{"key":"39_CR9","unstructured":"Frank, A., Asuncion, A.: UCI machine learning repository (2010)"},{"key":"39_CR10","unstructured":"Freund, Y., Schapire, R.E.: Experiments with a new boosting algorithm. In: Machine Learning: Proc. Thirteenth Intl. Conf., pp. 148\u2013156 (1996)"},{"key":"39_CR11","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1006\/jcss.1997.1504","volume":"55","author":"Y. Freund","year":"1997","unstructured":"Freund, Y., Schapire, R.E.: A decision-theoretic generalization of on-line learning and an application to boosting. J. of Comp. and Syst. Sci.\u00a055, 119\u2013139 (1997)","journal-title":"J. of Comp. and Syst. Sci."},{"issue":"4","key":"39_CR12","doi-asserted-by":"publisher","first-page":"367","DOI":"10.1016\/S0167-9473(01)00065-2","volume":"38","author":"J. Friedman","year":"2002","unstructured":"Friedman, J.: Stochastic gradient boosting. Computational Statistics and Data Analysis\u00a038(4), 367\u2013378 (2002)","journal-title":"Computational Statistics and Data Analysis"},{"key":"39_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"514","DOI":"10.1007\/978-3-540-74466-5_55","volume-title":"Euro-Par 2007 Parallel Processing","author":"M. Jelasity","year":"2007","unstructured":"Jelasity, M., Canright, G., Eng\u00f8-Monsen, K.: Asynchronous Distributed Power Iteration with Gossip-Based Normalization. In: Kermarrec, A.-M., Boug\u00e9, L., Priol, T. (eds.) Euro-Par 2007. LNCS, vol.\u00a04641, pp. 514\u2013525. Springer, Heidelberg (2007)"},{"issue":"3","key":"39_CR14","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1145\/1082469.1082470","volume":"23","author":"M. Jelasity","year":"2005","unstructured":"Jelasity, M., Montresor, A., Babaoglu, O.: Gossip-based aggregation in large dynamic networks. ACM Trans. on Computer Systems\u00a023(3), 219\u2013252 (2005)","journal-title":"ACM Trans. on Computer Systems"},{"key":"39_CR15","doi-asserted-by":"crossref","unstructured":"K\u00e9gl, B., Busa-Fekete, R.: Boosting products of base classifiers. In: Intl. Conf. on Machine Learning, Montreal, Canada, vol.\u00a026, pp. 497\u2013504 (2009)","DOI":"10.1145\/1553374.1553439"},{"key":"39_CR16","unstructured":"Kempe, D., Dobra, A., Gehrke, J.: Gossip-based computation of aggregate information. In: Proc. 44th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2003), pp. 482\u2013491. IEEE Computer Society (2003)"},{"key":"39_CR17","first-page":"713","volume-title":"17th Advances in Neural Information Processing Systems (NIPS)","author":"W. Kowalczyk","year":"2005","unstructured":"Kowalczyk, W., Vlassis, N.: Newscast EM. In: 17th Advances in Neural Information Processing Systems (NIPS), pp. 713\u2013720. MIT Press, Cambridge (2005)"},{"key":"39_CR18","doi-asserted-by":"publisher","first-page":"968","DOI":"10.1145\/1281192.1281296","volume-title":"Proc. 13th ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining (KDD 2007","author":"P. Luo","year":"2007","unstructured":"Luo, P., Xiong, H., L\u00fc, K., Shi, Z.: Distributed classification in peer-to-peer networks. In: Proc. 13th ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining (KDD 2007, pp. 968\u2013976. ACM, New York (2007)"},{"key":"39_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"528","DOI":"10.1007\/978-3-642-23400-2_49","volume-title":"Euro-Par 2011 Parallel Processing","author":"R. Orm\u00e1ndi","year":"2011","unstructured":"Orm\u00e1ndi, R., Heged\u0171s, I., Jelasity, M.: Asynchronous Peer-to-Peer Data Mining with Stochastic Gradient Descent. In: Jeannot, E., Namyst, R., Roman, J. (eds.) Euro-Par 2011, Part I. LNCS, vol.\u00a06852, pp. 528\u2013540. Springer, Heidelberg (2011)"},{"key":"39_CR20","unstructured":"Orm\u00e1ndi, R., Heged\u00fcs, I., Jelasity, M.: Efficient p2p ensemble learning with linear models on fully distributed data. CoRR abs\/1109.1396 (2011)"},{"key":"39_CR21","unstructured":"Oza, N., Russell, S.: Online bagging and boosting. In: Proc. Eighth Intl. Workshop on Artificial Intelligence and Statistics (2001)"},{"key":"39_CR22","unstructured":"Park, B.H., Kargupta, H.: Distributed data mining: Algorithms, systems, and applications. In: Ye, N. (ed.) The Handbook of Data Mining. CRC Press (2003)"},{"key":"39_CR23","unstructured":"PeerSim, \n                    \n                      http:\/\/peersim.sourceforge.net\/"},{"issue":"3","key":"39_CR24","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1023\/A:1007614523901","volume":"37","author":"R.E. Schapire","year":"1999","unstructured":"Schapire, R.E., Singer, Y.: Improved boosting algorithms using confidence-rated predictions. Machine Learning\u00a037(3), 297\u2013336 (1999)","journal-title":"Machine Learning"},{"key":"39_CR25","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1007\/11735106_24","volume-title":"Advances in Information Retrieval","author":"S. Siersdorfer","year":"2006","unstructured":"Siersdorfer, S., Sizov, S.: Automatic Document Organization in a P2P Environment. In: Lalmas, M., MacFarlane, A., R\u00fcger, S.M., Tombros, A., Tsikrika, T., Yavlinsky, A. (eds.) ECIR 2006. LNCS, vol.\u00a03936, pp. 265\u2013276. Springer, Heidelberg (2006)"},{"key":"39_CR26","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"523","DOI":"10.1007\/978-3-642-03869-3_50","volume-title":"Euro-Par 2009 Parallel Processing","author":"N. T\u00f6lgyesi","year":"2009","unstructured":"T\u00f6lgyesi, N., Jelasity, M.: Adaptive Peer Sampling with Newscast. In: Sips, H., Epema, D., Lin, H.-X. (eds.) Euro-Par 2009. LNCS, vol.\u00a05704, pp. 523\u2013534. Springer, Heidelberg (2009)"},{"key":"39_CR27","doi-asserted-by":"crossref","unstructured":"Widrow, B., Hoff, M.E.: Adaptive Switching Circuits. In: 1960 IRE WESCON Convention Record, vol.\u00a04, pp. 96\u2013104 (1960)","DOI":"10.21236\/AD0241531"}],"container-title":["Lecture Notes in Computer Science","Euro-Par 2012 Parallel Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-32820-6_39","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,4,20]],"date-time":"2020-04-20T01:00:30Z","timestamp":1587344430000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-32820-6_39"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642328190","9783642328206"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-32820-6_39","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]},"assertion":[{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}