Edit Profile (opens in new tab) Debruyne, Michiel Compute Distance To: Compute Author ID: debruyne.michiel Published as: Debruyne, Michiel; Debruyne, M. Documents Indexed: 9 Publications since 2008 Co-Authors: 9 Co-Authors with 7 Joint Publications 191 Co-Co-Authors all top 5 Co-Authors 1 single-authored 4 Hubert, Mia 3 Verdonck, Tim 2 Suykens, Johan A. K. 1 Christmann, Andreas 1 Höppner, Sebastiaan 1 Portnoy, Stephen L. 1 Serneels, Sven 1 Van Horebeek, Johan 1 Vanden Branden, Karlien all top 5 Serials 2 Computational Statistics and Data Analysis 1 Journal of Multivariate Analysis 1 Insurance Mathematics & Economics 1 Statistics & Probability Letters 1 Journal of Machine Learning Research (JMLR) 1 Advances in Data Analysis and Classification. ADAC 1 The Annals of Applied Statistics 1 Statistics and Computing Fields 9 Statistics (62-XX) 2 Computer science (68-XX) 1 Functional analysis (46-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 9 Publications have been cited 44 times in 34 Documents Cited by ▼ Year ▼ Model selection in kernel based regression using the influence function. Zbl 1225.62051Debruyne, Michiel; Hubert, Mia; Suykens, Johan A. K. 9 2008 Robustness of reweighted least squares kernel based regression. Zbl 1178.62035Debruyne, Michiel; Christmann, Andreas; Hubert, Mia; Suykens, Johan A. K. 7 2010 Detecting influential observations in kernel PCA. Zbl 1284.62046Debruyne, Michiel; Hubert, Mia; Van Horebeek, Johan 7 2010 The influence function of the Stahel-Donoho covariance estimator of smallest outlyingness. Zbl 1169.62049Debruyne, M.; Hubert, M. 6 2009 The influence of individual claims on the chain-ladder estimates: analysis and diagnostic tool. Zbl 1233.91156Verdonck, T.; Debruyne, M. 4 2011 An outlier map for support vector machine classification. Zbl 1185.62112Debruyne, Michiel 3 2009 Censored depth quantiles. Zbl 1452.62280Debruyne, M.; Hubert, M.; Portnoy, S.; Vanden Branden, K. 3 2008 Robust kernel principal component analysis and classification. Zbl 1284.62370Debruyne, Michiel; Verdonck, Tim 3 2010 Outlyingness: which variables contribute most? Zbl 1430.62095Debruyne, Michiel; Höppner, Sebastiaan; Serneels, Sven; Verdonck, Tim 2 2019 Outlyingness: which variables contribute most? Zbl 1430.62095Debruyne, Michiel; Höppner, Sebastiaan; Serneels, Sven; Verdonck, Tim 2 2019 The influence of individual claims on the chain-ladder estimates: analysis and diagnostic tool. Zbl 1233.91156Verdonck, T.; Debruyne, M. 4 2011 Robustness of reweighted least squares kernel based regression. Zbl 1178.62035Debruyne, Michiel; Christmann, Andreas; Hubert, Mia; Suykens, Johan A. K. 7 2010 Detecting influential observations in kernel PCA. Zbl 1284.62046Debruyne, Michiel; Hubert, Mia; Van Horebeek, Johan 7 2010 Robust kernel principal component analysis and classification. Zbl 1284.62370Debruyne, Michiel; Verdonck, Tim 3 2010 The influence function of the Stahel-Donoho covariance estimator of smallest outlyingness. Zbl 1169.62049Debruyne, M.; Hubert, M. 6 2009 An outlier map for support vector machine classification. Zbl 1185.62112Debruyne, Michiel 3 2009 Model selection in kernel based regression using the influence function. Zbl 1225.62051Debruyne, Michiel; Hubert, Mia; Suykens, Johan A. K. 9 2008 Censored depth quantiles. Zbl 1452.62280Debruyne, M.; Hubert, M.; Portnoy, S.; Vanden Branden, K. 3 2008 all cited Publications top 5 cited Publications all top 5 Cited by 71 Authors 6 Suykens, Johan A. K. 5 Verdonck, Tim 4 Hubert, Mia 4 Van Aelst, Stefan 3 Debruyne, Michiel 2 Bai, Erwei 2 Feng, Yunlong 2 Filzmoser, Peter 2 Hu, Ting 2 Huang, XiaoLin 2 Zhao, Wen-Xiao 1 Alam, Md. Ashad 1 Alzate, Carlos 1 Arslan, Olcay 1 Asimit, Alexandru V. 1 Badescu, Alexandru M. 1 Badounas, Ioannis 1 Bhattacharjee, Satyaki 1 Bottai, Matteo 1 Calhoun, Vince D. 1 Çetin, Meral Candan 1 Chen, Hanfu 1 Christmann, Andreas 1 Čížek, Pavel 1 Croux, Christophe 1 De Brabanter, Jos 1 De Brabanter, Kris 1 Dierckx, Goedele 1 Fritz, Heinrich 1 Gao, Fei 1 Grigoriadou, Vasiliki 1 Guo, Zheng-Chu 1 Hang, Hanyuan 1 He, Xuming 1 Höppner, Sebastiaan 1 Kim, Choongrak 1 Kim, Sunwha 1 Li, Kang 1 Liao, Shizhong 1 Lin, Guixian 1 Liu, Huanxiang 1 Lv, Shaogao 1 Mahdavi, Abbas 1 Matouš, Karel 1 Mehrkanoon, Siamak 1 Ortner, Irene 1 Pelckmans, Kristiaan 1 Peremans, Kris 1 Pitselis, Georgios 1 Portnoy, Stephen L. 1 Rousseeuw, Peter J. 1 Schreurs, Joachim 1 Segaert, Pieter 1 Serneels, Sven 1 Sheng, Baohuai 1 Shi, Lei 1 Sinova, Beatriz 1 Toka, Onur 1 Towhidi, Mina 1 Van Horebeek, Johan 1 van Wouwe, Martine 1 Vanpaemel, Dina 1 Vranckx, Iwein 1 Wang, Huimin 1 Wang, Yuping 1 Welsch, Roy E. 1 Xu, Shuhua 1 Yang, Yuning 1 Yin, George Gang 1 Zamar, Ruben H. 1 Zhang, Jiajia all top 5 Cited in 24 Serials 7 Computational Statistics and Data Analysis 3 Insurance Mathematics & Economics 2 Neural Computation 2 Communications on Pure and Applied Analysis 1 Inverse Problems 1 Journal of Computational Physics 1 Automatica 1 Biometrical Journal 1 Journal of Econometrics 1 Journal of Multivariate Analysis 1 Systems & Control Letters 1 Statistics 1 Statistical Science 1 Computational Statistics 1 International Journal of Computer Mathematics 1 Scandinavian Actuarial Journal 1 Iranian Journal of Science and Technology. Transaction A: Science 1 Hacettepe Journal of Mathematics and Statistics 1 Journal of the Korean Statistical Society 1 Advances in Data Analysis and Classification. ADAC 1 Discrete and Continuous Dynamical Systems. Series S 1 Statistics Surveys 1 Science China. Information Sciences 1 Statistics and Computing all top 5 Cited in 11 Fields 26 Statistics (62-XX) 7 Computer science (68-XX) 4 Numerical analysis (65-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Functional analysis (46-XX) 3 Operations research, mathematical programming (90-XX) 2 Systems theory; control (93-XX) 1 General and overarching topics; collections (00-XX) 1 Mechanics of deformable solids (74-XX) 1 Biology and other natural sciences (92-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year