{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T13:57:39Z","timestamp":1743083859997,"version":"3.40.3"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319405957"},{"type":"electronic","value":"9783319405964"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","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":[[2016]]},"DOI":"10.1007\/978-3-319-40596-4_22","type":"book-chapter","created":{"date-parts":[[2016,6,10]],"date-time":"2016-06-10T09:51:57Z","timestamp":1465552317000},"page":"253-261","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Joint Feature Transformation and Selection Based on Dempster-Shafer Theory"],"prefix":"10.1007","author":[{"given":"Chunfeng","family":"Lian","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Su","family":"Ruan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thierry","family":"Den\u0153ux","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,6,11]]},"reference":[{"issue":"1","key":"22_CR1","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1137\/080716542","volume":"2","author":"A Beck","year":"2009","unstructured":"Beck, A., Teboulle, M.: A fast iterative shrinkage-thresholding algorithm for linear inverse problems. SIAM J. Imaging Sci. 2(1), 183\u2013202 (2009)","journal-title":"SIAM J. Imaging Sci."},{"issue":"5","key":"22_CR2","doi-asserted-by":"publisher","first-page":"804","DOI":"10.1109\/21.376493","volume":"25","author":"T Den\u0153ux","year":"1995","unstructured":"Den\u0153ux, T.: A K-nearest neighbor classification rule based on Dempster-Shafer theory. IEEE Trans. Syst. Man Cybern. 25(5), 804\u2013813 (1995)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"22_CR3","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1016\/j.knosys.2015.08.007","volume":"88","author":"T Den\u0153ux","year":"2015","unstructured":"Den\u0153ux, T., Kanjanatarakul, O., Sriboonchitta, S.: EK-NNclus: a clustering procedure based on the evidential k-nearest neighbor rule. Knowl.-Based Syst. 88, 57\u201369 (2015)","journal-title":"Knowl.-Based Syst."},{"issue":"6","key":"22_CR4","doi-asserted-by":"publisher","first-page":"1395","DOI":"10.1109\/TSMCB.2006.877795","volume":"36","author":"T Den\u0153ux","year":"2006","unstructured":"Den\u0153ux, T., Smets, P.: Classification using belief functions: relationship between case-based and model-based approaches. IEEE Trans. Syst. Man Cybern. Part B Cybern. 36(6), 1395\u20131406 (2006)","journal-title":"IEEE Trans. Syst. Man Cybern. Part B Cybern."},{"key":"22_CR5","unstructured":"Goldberger, J., Roweis, S., Hinton, G., Salakhutdinov, R.: Neighbourhood components analysis. In: Advances in Neural Information Processing Systems, pp. 513\u2013520 (2005)"},{"key":"22_CR6","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/j.ins.2015.03.005","volume":"309","author":"L Jiao","year":"2015","unstructured":"Jiao, L., Pan, Q., Denoeux, T., Liang, Y., Feng, X.: Belief rule-based classification system: extension of FRBCS in belief functions framework. Inf. Sci. 309, 26\u201349 (2015)","journal-title":"Inf. Sci."},{"issue":"7","key":"22_CR7","doi-asserted-by":"publisher","first-page":"1247","DOI":"10.1016\/j.media.2014.06.014","volume":"18","author":"B Lelandais","year":"2014","unstructured":"Lelandais, B., Ruan, S., Den\u0153ux, T., Vera, P., Gardin, I.: Fusion of multi-tracer PET images for dose painting. Med. Image Anal. 18(7), 1247\u20131259 (2014)","journal-title":"Med. Image Anal."},{"issue":"7","key":"22_CR8","doi-asserted-by":"publisher","first-page":"2318","DOI":"10.1016\/j.patcog.2015.01.019","volume":"48","author":"C Lian","year":"2015","unstructured":"Lian, C., Ruan, S., Den\u0153ux, T.: An evidential classifier based on feature selection and two-step classification strategy. Pattern Recogn. 48(7), 2318\u20132327 (2015)","journal-title":"Pattern Recogn."},{"key":"22_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"695","DOI":"10.1007\/978-3-319-24574-4_83","volume-title":"Medical Image Computing and Computer-Assisted Intervention","author":"C Lian","year":"2015","unstructured":"Lian, C., Ruan, S., Denc\u0153ux, T., Li, H., Vera, P.: Dempster-Shafer theory based feature selection with sparse constraint for outcome prediction in cancer therapy. In: Navab, N., Hornegger, J., Wells, W.M., Frangi, A.F. (eds.) MICCAI 2015. LNCS, vol. 9351, pp. 695\u2013702. Springer, Heidelberg (2015)"},{"issue":"4","key":"22_CR10","doi-asserted-by":"publisher","first-page":"635","DOI":"10.1109\/TCYB.2014.2332037","volume":"45","author":"Z Liu","year":"2015","unstructured":"Liu, Z., Pan, Q., Mercier, G., Dezert, J.: A new incomplete pattern classification method based on evidential reasoning. IEEE Trans. Cybern. 45(4), 635\u2013646 (2015)","journal-title":"IEEE Trans. Cybern."},{"key":"22_CR11","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.patcog.2015.10.014","volume":"52","author":"L Ma","year":"2016","unstructured":"Ma, L., Destercke, S., Wang, Y.: Online active learning of decision trees with evidential data. Pattern Recogn. 52, 33\u201345 (2016)","journal-title":"Pattern Recogn."},{"key":"22_CR12","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1016\/j.inffus.2012.04.002","volume":"19","author":"N Makni","year":"2014","unstructured":"Makni, N., Betrouni, N., Colot, O.: Introducing spatial neighbourhood in evidential C-means for segmentation of multi-source images: application to prostate multi-parametric MRI. Inf. Fusion 19, 61\u201372 (2014)","journal-title":"Inf. Fusion"},{"issue":"4","key":"22_CR13","doi-asserted-by":"publisher","first-page":"1384","DOI":"10.1016\/j.patcog.2007.08.014","volume":"41","author":"MH Masson","year":"2008","unstructured":"Masson, M.H., Den\u0153ux, T.: ECM: an evidential version of the fuzzy C-means algorithm. Pattern Recogn. 41(4), 1384\u20131397 (2008)","journal-title":"Pattern Recogn."},{"key":"22_CR14","doi-asserted-by":"crossref","unstructured":"Nguyen, T., Boukezzoula, R., Coquin, D., Perrin, S.: Combination of sugeno fuzzy system and evidence theory for NAO robot in colors recognition. In: 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1\u20138 (2015)","DOI":"10.1109\/FUZZ-IEEE.2015.7337900"},{"key":"22_CR15","doi-asserted-by":"crossref","DOI":"10.1515\/9780691214696","volume-title":"A Mathematical Theory of Evidence","author":"G Shafer","year":"1976","unstructured":"Shafer, G.: A Mathematical Theory of Evidence. Princeton University Press, Princeton (1976)"},{"issue":"2","key":"22_CR16","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/0004-3702(94)90026-4","volume":"66","author":"P Smets","year":"1994","unstructured":"Smets, P., Kennes, R.: The transferable belief model. Artif. Intell. 66(2), 191\u2013234 (1994)","journal-title":"Artif. Intell."},{"key":"22_CR17","doi-asserted-by":"crossref","unstructured":"Wang, F., Miron, A., Ainouz, S., Bensrhair, A.: Post-aggregation stereo matching method using Dempster-Shafer theory. In: 2014 IEEE International Conference on Image Processing (ICIP), pp. 3783\u20133787 (2014)","DOI":"10.1109\/ICIP.2014.7025768"},{"key":"22_CR18","first-page":"207","volume":"10","author":"KQ Weinberger","year":"2009","unstructured":"Weinberger, K.Q., Saul, L.K.: Distance metric learning for large margin nearest neighbor classification. J. Mach. Learn. Res. 10, 207\u2013244 (2009)","journal-title":"J. Mach. Learn. Res."},{"key":"22_CR19","first-page":"1439","volume":"3","author":"J Weston","year":"2003","unstructured":"Weston, J., Elisseeff, A., Sch\u00f6lkopf, B., Tipping, M.: Use of the zero norm with linear models and kernel methods. J. Mach. Learn. Res. 3, 1439\u20131461 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"22_CR20","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1016\/j.knosys.2014.11.010","volume":"74","author":"K Zhou","year":"2015","unstructured":"Zhou, K., Martin, A., Pan, Q., Liu, Z.-G.: Median evidential C-means algorithm and its application to community detection. Knowl.-Based Syst. 74, 69\u201388 (2015)","journal-title":"Knowl.-Based Syst."},{"issue":"2","key":"22_CR21","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1109\/5326.669565","volume":"28","author":"LM Zouhal","year":"1998","unstructured":"Zouhal, L.M., Den\u0153ux, T.: An evidence-theoretic K-NN rule with parameter optimization. IEEE Trans. Syst. Man Cybern. Part C Appl. Rev. 28(2), 263\u2013271 (1998)","journal-title":"IEEE Trans. Syst. Man Cybern. Part C Appl. Rev."}],"container-title":["Communications in Computer and Information Science","Information Processing and Management of Uncertainty in Knowledge-Based Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-40596-4_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T11:59:18Z","timestamp":1656676758000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-40596-4_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319405957","9783319405964"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-40596-4_22","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"11 June 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}