{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T19:11:56Z","timestamp":1725909116120},"publisher-location":"Cham","reference-count":29,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319569901"},{"type":"electronic","value":"9783319569918"}],"license":[{"start":{"date-parts":[[2017,8,23]],"date-time":"2017-08-23T00:00:00Z","timestamp":1503446400000},"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":[[2018]]},"DOI":"10.1007\/978-3-319-56991-8_81","type":"book-chapter","created":{"date-parts":[[2017,8,22]],"date-time":"2017-08-22T03:57:16Z","timestamp":1503374236000},"page":"1039-1052","source":"Crossref","is-referenced-by-count":0,"title":["Measuring Player\u2019s Behaviour Change over Time in Public Goods Game"],"prefix":"10.1007","author":[{"given":"Polla","family":"Fattah","sequence":"first","affiliation":[]},{"given":"Uwe","family":"Aickelin","sequence":"additional","affiliation":[]},{"given":"Christian","family":"Wagner","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,8,23]]},"reference":[{"issue":"1","key":"81_CR1","doi-asserted-by":"crossref","first-page":"541","DOI":"10.1257\/aer.100.1.541","volume":"100","author":"U Fischbacher","year":"2010","unstructured":"Fischbacher, U., G\u00e4chter, S.: Social preferences, beliefs, and the dynamics of free riding in public goods experiments. Am. Econ. Rev. 100(1), 541\u2013556 (2010)","journal-title":"Am. Econ. Rev."},{"issue":"1","key":"81_CR2","first-page":"69","volume":"23","author":"G Widmer","year":"1996","unstructured":"Widmer, G., Kubat, M.: Learning in the presence of concept drift and hidden contexts. Mach. Learn. 23(1), 69\u2013101 (1996)","journal-title":"Mach. Learn."},{"key":"81_CR3","volume-title":"The Problem of Concept Drift: Definitions and Related Work","author":"A Tsymbal","year":"2004","unstructured":"Tsymbal, A.: The Problem of Concept Drift: Definitions and Related Work. Computer Science Department, Trinity College, Dublin (2004)"},{"issue":"10","key":"81_CR4","doi-asserted-by":"crossref","first-page":"1517","DOI":"10.1109\/TNN.2011.2160459","volume":"22","author":"R Elwell","year":"2011","unstructured":"Elwell, R., Polikar, R.: Incremental learning of concept drift in nonstationary environments. IEEE Trans. Neural Netw. 22(10), 1517\u20131531 (2011)","journal-title":"IEEE Trans. Neural Netw."},{"key":"81_CR5","unstructured":"Garnett, R., Roberts, S.J.: Learning from data streams with concept drift. Technical report PARG-08-01, Department of Engineering Science, University of Oxford (2008)"},{"issue":"5","key":"81_CR6","first-page":"363","volume":"9","author":"L Xiaofeng","year":"2014","unstructured":"Xiaofeng, L., Weiwei, G.: Study on a classification model of data stream based on concept drift 9(5), 363\u2013372 (2014)","journal-title":"Study on a classification model of data stream based on concept drift"},{"key":"81_CR7","unstructured":"Baena-Garcia, M., del Campo-Avila, J., Fidalgo, R., Bifet, A., Gavalda, R., Morales-Bueno, R.: Early drift detection method. In: 4th ECML PKDD International Workshop on Knowledge Discovery from Data Streams, pp. 77\u201386 (2006)"},{"key":"81_CR8","unstructured":"Harel, M., Mannor, S., El-Yaniv, R., Crammer, K.: Concept drift detection through resampling. In: Proceedings of the 31st International Conference on Machine Learning, ICML 2014, pp. 1009\u20131017 (2014)"},{"key":"81_CR9","doi-asserted-by":"crossref","unstructured":"Ntoutsi, I., Spiliopoulou, M., Theodoridis, Y.: Summarizing cluster evolution in dynamic environments. In: Computational Science and its Applications\u2013ICCSA 2011, vol. 6783, pp. 562\u2013577. Springer, Berlin (2011)","DOI":"10.1007\/978-3-642-21887-3_43"},{"issue":"2013","key":"81_CR10","doi-asserted-by":"crossref","first-page":"622","DOI":"10.1007\/978-3-642-40994-3_41","volume":"8190","author":"M Spiliopoulou","year":"2013","unstructured":"Spiliopoulou, M., Ntoutsi, E., Theodoridis, Y., Schult, R.: MONIC and followups on modeling and monitoring cluster transitions. Mach. Learn. Knowl. Discov. Databases 8190(2013), 622\u2013626 (2013)","journal-title":"Mach. Learn. Knowl. Discov. Databases"},{"key":"81_CR11","doi-asserted-by":"crossref","unstructured":"Yang, D., Guo, Z., Rundensteiner, E.A., Ward, M.O.: CLUES: a unified framework supporting interactive exploration of density-based clusters in streams. In: Proceedings of the 20th ACM International Conference on Information and Knowledge Management, pp. 815\u2013824 (2011)","DOI":"10.1145\/2063576.2063694"},{"issue":"2","key":"81_CR12","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1145\/565117.565124","volume":"31","author":"M Halkidi","year":"2002","unstructured":"Halkidi, M., Batistakis, Y., Vazirgiannis, M.: Cluster validity methods: part I. ACM Sigmod. Record 31(2), 40\u201345 (2002)","journal-title":"ACM Sigmod. Record"},{"key":"81_CR13","doi-asserted-by":"crossref","unstructured":"Meila, M.: Comparing clusterings by the variation of information. In: 16th Annual Conference on Learning Theory and 7th Kernel Workshop Learning Theory and Kernel Machines, COLT\/Kernel 2003, Proceedings, Washington, DC, USA, 24\u201327 August 2003, p. 173 (2003)","DOI":"10.1007\/978-3-540-45167-9_14"},{"issue":"7","key":"81_CR14","doi-asserted-by":"crossref","first-page":"1145","DOI":"10.1016\/S0031-3203(96)00142-2","volume":"30","author":"AP Bradley","year":"1997","unstructured":"Bradley, A.P.: The use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern Recogn. 30(7), 1145\u20131159 (1997)","journal-title":"Pattern Recogn."},{"key":"81_CR15","doi-asserted-by":"crossref","unstructured":"Kaul, I., Grungberg, I., Stern, M.: Global Public Goods (1999)","DOI":"10.1093\/0195130529.001.0001"},{"issue":"4","key":"81_CR16","doi-asserted-by":"crossref","first-page":"897","DOI":"10.1016\/j.joep.2012.04.002","volume":"33","author":"U Fischbacher","year":"2012","unstructured":"Fischbacher, U., Gachter, S., Quercia, S., G\u00e4chter, S.: The behavioral validity of the strategy method in public good experiments. J. Econ. Psychol. 33(4), 897\u2013913 (2012)","journal-title":"J. Econ. Psychol."},{"key":"81_CR17","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1016\/S0165-1765(01)00394-9","volume":"71","author":"U Fischbacher","year":"2001","unstructured":"Fischbacher, U., G\u00e4chter, S., Fehr, E.: Are people conditionally cooperative? Evidence from a public goods experiment. Econ. Lett. 71, 397\u2013404 (2001)","journal-title":"Econ. Lett."},{"issue":"1","key":"81_CR18","first-page":"27","volume":"5","author":"E Rend\u00f3n","year":"2011","unstructured":"Rend\u00f3n, E., Abundez, I.: Internal versus external cluster validation indexes. Int. J. Comput. Commun. 5(1), 27\u201334 (2011)","journal-title":"Int. J. Comput. Commun."},{"key":"81_CR19","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511810114","volume-title":"Data Mining and Analysis: Fundamental Concepts and Algorithms","author":"MJ Zaki","year":"2014","unstructured":"Zaki, M.J., Meira, M.J.: Data Mining and Analysis: Fundamental Concepts and Algorithms. Cambridge University Press, New York (2014)"},{"issue":"3","key":"81_CR20","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1002\/sam.10080","volume":"4","author":"L Vendramin","year":"2010","unstructured":"Vendramin, L., Campello, R.J., Hruschka, E.R.: Relative clustering validity criteria: a comparative overview. Stat. Anal. Data Mining 4(3), 209\u2013235 (2010)","journal-title":"Stat. Anal. Data Mining"},{"key":"81_CR21","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1186\/1471-2105-12-77","volume":"12","author":"X Robin","year":"2014","unstructured":"Robin, X., Turck, N., Hainard, A., Tiberti, N., Lisacek, F., Sanchez, C., M\u00fcller, M.: pROC: an open-source package for R and S+ to analyze and compare ROC curves. BMC Bioinform. 12, 77 (2014)","journal-title":"BMC Bioinform."},{"issue":"8","key":"81_CR22","doi-asserted-by":"crossref","first-page":"861","DOI":"10.1016\/j.patrec.2005.10.010","volume":"27","author":"T Fawcett","year":"2006","unstructured":"Fawcett, T.: An introduction to ROC analysis. Pattern Recogn. Lett. 27(8), 861\u2013874 (2006)","journal-title":"Pattern Recogn. Lett."},{"key":"81_CR23","doi-asserted-by":"crossref","unstructured":"Hand, D.D.J., Till, R.J.R.: A simple generalisation of the area under the ROC curve for multiple class classification problems. Mach. Learn. 45(2), 171\u2013186 (2001)","DOI":"10.1023\/A:1010920819831"},{"key":"81_CR24","doi-asserted-by":"crossref","unstructured":"Spiliopoulou, M., Ntoutsi, I., Theodoridis, Y., Schult, R.: Monic: modeling and monitoring cluster transitions. In: Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 706\u2013711 (2006)","DOI":"10.1145\/1150402.1150491"},{"key":"81_CR25","first-page":"444","volume":"6635","author":"S G\u00fcnnemann","year":"2011","unstructured":"G\u00fcnnemann, S., Kremer, H., Laufkotter, C., Seidl, T.: Tracing evolving clusters by subspace and value similarity. Adv. Knowl. Discov. Data Mining 6635, 444\u2013456 (2011)","journal-title":"Adv. Knowl. Discov. Data Mining"},{"key":"81_CR26","doi-asserted-by":"crossref","unstructured":"Hawwash, B., Nasraoui, O.O.: Stream-dashboard: a framework for mining, tracking and validating clusters in a data stream. In: Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, pp. 109\u2013117 (2012)","DOI":"10.1145\/2351316.2351331"},{"key":"81_CR27","doi-asserted-by":"crossref","first-page":"364","DOI":"10.1007\/11535331_21","volume":"3633","author":"P Kalnis","year":"2005","unstructured":"Kalnis, P., Mamoulis, N., Bakiras, S.: On discovering moving clusters in spatio-temporal data. Adv. Spatial Temp. Databases 3633, 364\u2013381 (2005)","journal-title":"Adv. Spatial Temp. Databases"},{"key":"81_CR28","doi-asserted-by":"crossref","unstructured":"Fischbacher, U., Gachter, S.: Social Preferences, Beliefs, and the Dynamics of Free Riding in Public Good Experiments (2008)","DOI":"10.2139\/ssrn.1314687"},{"issue":"1","key":"81_CR29","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1111\/1467-9442.00182","volume":"102","author":"C Keser","year":"2000","unstructured":"Keser, C., Winden, F.V.: Conditional cooperation and voluntary contributions to public goods. Scand. J. Econ. 102(1), 23\u201339 (2000)","journal-title":"Scand. J. Econ."}],"container-title":["Lecture Notes in Networks and Systems","Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-56991-8_81","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,1]],"date-time":"2022-08-01T15:38:49Z","timestamp":1659368329000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-56991-8_81"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8,23]]},"ISBN":["9783319569901","9783319569918"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-56991-8_81","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2017,8,23]]}}}