{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T10:43:53Z","timestamp":1761648233651,"version":"3.40.5"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319131016"},{"type":"electronic","value":"9783319131023"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-13102-3_85","type":"book-chapter","created":{"date-parts":[[2014,11,14]],"date-time":"2014-11-14T10:24:40Z","timestamp":1415960680000},"page":"540-547","source":"Crossref","is-referenced-by-count":2,"title":["Soft Sensing as Class-Imbalance Binary Classification \u2013 A Lattice Machine Approach"],"prefix":"10.1007","author":[{"given":"Huan","family":"Wan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hui","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gongde","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Song","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"85_CR1","doi-asserted-by":"crossref","unstructured":"Berg, T., Belhumeur, P.N.: Tom-vs-pete classifiers and identity-preserving alignment for face verification. In: BMVC, vol.\u00a02, p. 7. Citeseer (2012)","DOI":"10.5244\/C.26.129"},{"issue":"3","key":"85_CR2","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1145\/1541880.1541882","volume":"41","author":"V. Chandola","year":"2009","unstructured":"Chandola, V., Banerjee, A., Kumar, V.: Anomaly detection: A survey. ACM Computing Surveys (CSUR)\u00a041(3), 15 (2009)","journal-title":"ACM Computing Surveys (CSUR)"},{"key":"85_CR3","doi-asserted-by":"crossref","unstructured":"Harding, G., Lanza, R.C., Myers, L.J., Young, P.A.: Substance detection systems. In: Substance Detection Systems, vol.\u00a02092 (1994)","DOI":"10.1117\/12.171278"},{"issue":"1","key":"85_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1007730.1007733","volume":"6","author":"N.V. Chawla","year":"2004","unstructured":"Chawla, N.V., Japkowicz, N., Kotcz, A.: Editorial: special issue on learning from imbalanced data sets. ACM SIGKDD Explorations Newsletter\u00a06(1), 1\u20136 (2004)","journal-title":"ACM SIGKDD Explorations Newsletter"},{"key":"85_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1007\/978-3-642-22589-5_2","volume-title":"Modeling Decision for Artificial Intelligence","author":"Z.-H. Zhou","year":"2011","unstructured":"Zhou, Z.-H.: Cost-sensitive learning. In: Torra, V., Narakawa, Y., Yin, J., Long, J. (eds.) MDAI 2011. LNCS, vol.\u00a06820, pp. 17\u201318. Springer, Heidelberg (2011)"},{"issue":"3","key":"85_CR6","doi-asserted-by":"publisher","first-page":"334","DOI":"10.1109\/TSMCC.2004.829274","volume":"34","author":"W. Hu","year":"2004","unstructured":"Hu, W., Tan, T., Wang, L., Maybank, S.: A survey on visual surveillance of object motion and behaviors. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews\u00a034(3), 334\u2013352 (2004)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews"},{"key":"85_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1007\/978-3-540-24671-8_6","volume-title":"Computer Vision - ECCV 2004","author":"A. Opelt","year":"2004","unstructured":"Opelt, A., Fussenegger, M., Pinz, A., Auer, P.: Weak hypotheses and boosting for generic object detection and recognition. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol.\u00a03022, pp. 71\u201384. Springer, Heidelberg (2004)"},{"key":"85_CR8","doi-asserted-by":"crossref","unstructured":"Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005, vol.\u00a01, pp. 886\u2013893. IEEE (2005)","DOI":"10.1109\/CVPR.2005.177"},{"key":"85_CR9","first-page":"1295","volume":"3","author":"V.-T. Vu","year":"2003","unstructured":"Vu, V.-T., Bremond, F., Thonnat, M.: Automatic video interpretation: A novel algorithm for temporal scenario recognition. IJCAI\u00a03, 1295\u20131300 (2003)","journal-title":"IJCAI"},{"issue":"11","key":"85_CR10","doi-asserted-by":"publisher","first-page":"1473","DOI":"10.1109\/TCSVT.2008.2005594","volume":"18","author":"P. Turaga","year":"2008","unstructured":"Turaga, P., Chellappa, R., Subrahmanian, V.S., Udrea, O.: Machine recognition of human activities: A survey. IEEE Transactions on Circuits and Systems for Video Technology\u00a018(11), 1473\u20131488 (2008)","journal-title":"IEEE Transactions on Circuits and Systems for Video Technology"},{"key":"85_CR11","unstructured":"Delac, K., Grgic, M.: A survey of biometric recognition methods. In: Proceedings of 46th International Symposium on Electronics in Marine, Elmar 2004, pp. 184\u2013193. IEEE (2004)"},{"issue":"9","key":"85_CR12","doi-asserted-by":"publisher","first-page":"1263","DOI":"10.1109\/TKDE.2008.239","volume":"21","author":"H. He","year":"2009","unstructured":"He, H., Garcia, E.A.: Learning from imbalanced data. IEEE Transactions on Knowledge and Data Engineering\u00a021(9), 1263\u20131284 (2009)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"85_CR13","unstructured":"Chawla, N.V., Bowyer, K.W., Hall, L.O., Kegelmeyer, W.P.: Smote: synthetic minority over-sampling technique. arXiv preprint arXiv:1106.1813 (2011)"},{"issue":"2","key":"85_CR14","doi-asserted-by":"publisher","first-page":"539","DOI":"10.1109\/TSMCB.2008.2007853","volume":"39","author":"X.-Y. Liu","year":"2009","unstructured":"Liu, X.-Y., Wu, J., Zhou, Z.-H.: Exploratory undersampling for class-imbalance learning. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics\u00a039(2), 539\u2013550 (2009)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics"},{"issue":"12","key":"85_CR15","doi-asserted-by":"publisher","first-page":"3358","DOI":"10.1016\/j.patcog.2007.04.009","volume":"40","author":"Y. Sun","year":"2007","unstructured":"Sun, Y., Kamel, M.S., Wong, A.K., Wang, Y.: Cost-sensitive boosting for classification of imbalanced data. Pattern Recognition\u00a040(12), 3358\u20133378 (2007)","journal-title":"Pattern Recognition"},{"key":"85_CR16","unstructured":"Wang, H., Dubitzky, W., D\u00fcntsch, I., Bell, D.: A lattice machine approach to automated casebase design: Marrying lazy and eager learning. IJCAI, 254\u2013263 (1999)"},{"key":"85_CR17","doi-asserted-by":"crossref","unstructured":"Wang, H., D\u00fcntsch, I., Gediga, G., Skowron, A.: Hyperrelations in version space. In: Proceedings of the 2002 ACM Symposium on Applied Computing, pp. 514\u2013518. ACM (2002)","DOI":"10.1145\/508791.508888"},{"issue":"1","key":"85_CR18","doi-asserted-by":"crossref","first-page":"241","DOI":"10.3233\/FI-2013-907","volume":"127","author":"H. Wang","year":"2013","unstructured":"Wang, H., D\u00fcntsch, I., Trindade, L.: Lattice machine classification based on contextual probability. Fundamenta Informaticae\u00a0127(1), 241\u2013256 (2013)","journal-title":"Fundamenta Informaticae"},{"key":"85_CR19","unstructured":"Blake, C., Merz, C.J.: Uci repository of machine learning databases. irvine, ca: University of california. Department of Information and Computer Science, vol.\u00a055 (1998), http:\/\/www.ics.uci.edu\/~mlearn\/mlrepository.html"},{"issue":"1","key":"85_CR20","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1145\/1656274.1656278","volume":"11","author":"M. Hall","year":"2009","unstructured":"Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, I.H.: The weka data mining software: an update. ACM SIGKDD Explorations Newsletter\u00a011(1), 10\u201318 (2009)","journal-title":"ACM SIGKDD Explorations Newsletter"}],"container-title":["Lecture Notes in Computer Science","Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-13102-3_85","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T17:51:17Z","timestamp":1747158677000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-13102-3_85"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319131016","9783319131023"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-13102-3_85","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}