作者：Tianshi Chen^a ; ^b ; ¹ ; ^{tschen@cuhk.edu.cn" class="auth_mail" title="E-mail the corresponding author} ; ^{tschen@isy.liu.se" class="auth_mail" title="E-mail the corresponding author} ; Tohid Ardeshiri^b ; ^{tohid@isy.liu.se" class="auth_mail" title="E-mail the corresponding author} ; Francesca P. Carli^c ; ^{fpc23@cam.ac.uk" class="auth_mail" title="E-mail the corresponding author} ; Alessandro Chiuso^d ; ^{chiuso@dei.unipd.it" class="auth_mail" title="E-mail the corresponding author} ; Lennart Ljung^b ; ^{ljung@isy.liu.se" class="auth_mail" title="E-mail the corresponding author} ; Gianluigi Pillonetto^d ; ^{giapi@dei.unipd.it" class="auth_mail" title="E-mail the corresponding author}

关键词：System identification ; Regularization method ; Kernel structure ; Maximum entropy

刊名：Automatica

出版年：2016

作者：Otto Cars^a ; ^{otto.cars@folkhalsomyndigheten.se} ; Yonghong Xiao^b ; ^{xiao-yonghong@163.com} ; Cecilia Stå ; lsby Lundborg^c ; ^{cecilia.stalsby.lundborg@ki.se} ; Lennart E Nilsson^d ; ^{lennart.e.nilsson@liu.se} ; Jianzhong Shen^e ; ^{sjz@cau.edu.cn} ; Qiang Sun^f ; ^{qiangs@sdu.edu.cn} ; Zhenqiang Bi^g ; ^{bzq63@163.com} ; Stefan Bö ; rjesson^h ; ^{stefan.borjesson@sva.se} ; Christina Greko^h ; ^{christina.greko@sva.se} ; Yang Wang^e ; ^{wangyang@cau.edu.cn} ; Yuqing Liuⁱ ; ^{liuiuqing@126.com} ; Jakob Ottoson^j ; ^{jakob.ottoson@slv.se} ; Xuewen Li^k ; ^{lxw@sdu.edu.cn} ; Maud Nilsson^d ; ^{maud.nilsson@liu.se} ; Hong Yin^d ; ^{hong.yin@ltdalarna.se} ; Zhenwang Bi^g ; ^{bzwjn@163.com} ; Beiwen Zheng^b ; ^mpio@163.com ; Xi Xia^e ; ^{xxia@cau.edu.cn} ; Baoli Chen^g ; ^{chenbaoli83@126.com} ; Lilu Ding^f ; ^{liluding@163.com} ; Pan Sun^k ; ^{span113@163.com} ; Oliver James Dyar^c ; ^{oliver.dyar@ki.se} ; Anette Hulth^a ; ^{anette.hulth@folkhalsomyndigheten.se} ; Gö ; ran Tomson^c ; ^l ; ^{Goran.Tomson@ki.se}

关键词：Antibiotic resistance ; Cross-disciplinary collaboration ; Cross-sectoral collaboration ; One health ; China ; Sweden

刊名：One Health

出版年：2016

作者：Gianluigi Pillonetto^a ; ¹ ; ^{giapi@dei.unipd.it" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; Tianshi Chen^b ; ^{tschen@isy.liu.se" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; Alessandro Chiuso^a ; ^{chiuso@dei.unipd.it" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; Giuseppe De Nicolao^c ; ^{giuseppe.denicolao@unipv.it" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; Lennart Ljung^b ; ^{ljung@isy.liu.se" class="auth_mail" title="E-mail the corresponding author}Author Vitae

关键词：Linear system identification ; Kernel-based regularization ; Atomic and nuclear norms ; Hankel operator ; Lasso ; Bayesian interpretation of regularization ; Gaussian processes ; Reproducing kernel Hilbert spaces

刊名：Automatica

出版年：2016

作者：David G. Reuter ; MD ; PhD ; FAAP^a ; ^b ; ^{David.Reuter@seattlechildrens.org" class="auth_mail" title="E-mail the corresponding author} ; Yuk Law ; MD^a ; Wayne C. Levy ; MD^c ; Stephen P. Seslar ; MD ; PhD^a ; R. Eugene Zierler ; MD^d ; Mark Ferguson ; MD^e ; James Chattra ; MD^b ; Tim McQuinn ; MD^a ; Lenna L. Liu ; MD ; MPH^f ; Mark Terry ; MAT^g ; Patricia S. Coffey ; PhD ; MPH^h ; Jane A. Dimer ; MDⁱ ; Coral Hanevold ; MD^j ; Joseph T. Flynn ; MD ; MS^j ; F. Bruder Stapleton ; MD^j

关键词：Gestational hypertension ; hypertension ; obesity-related hypertension ; renal ischemia

刊名：Journal of the American Society of Hypertension

出版年：2016

作者：Lennart Ljung^* ; ^{jung@isy.liu.se" class="auth_mail" title="E-mail the corresponding author} ; Rajiv Singh^** ; ^{rajiv.singh@mathworks.com" class="auth_mail" title="E-mail the corresponding author} ; Tianshi Chen^*** ; ^{tschen@isy.liu.se" class="auth_mail" title="E-mail the corresponding author}

关键词：Parameter Estimation ; Regularization ; Kernel Methods ; Bayesian Approach ; Prior knowledge

刊名：IFAC-PapersOnLine

出版年：2015

作者：Tianshi Chen^* ; ^{tschen@isy.liu.se" class="auth_mail" title="E-mail the corresponding author} ; Lennart Ljung^* ; ^{ljung@isy.liu.se" class="auth_mail" title="E-mail the corresponding author}

关键词：System identification ; machine learning ; regularization methods ; kernel methods

刊名：IFAC-PapersOnLine

出版年：2015

作者：Qinghua Zhang^* ; ^{qinghua.zhang@inria.fr" class="auth_mail" title="E-mail the corresponding author} ; Lennart Ljung^** ; ^{ljung@isy.liu.se" class="auth_mail" title="E-mail the corresponding author}

关键词：System identification ; LPV model ; coherent local linear models

刊名：IFAC-PapersOnLine

出版年：2015

作者：Tianshi Chen ^{tschen@isy.liu.se" class="auth_mail" title="E-mail the corresponding author} ; Lennart Ljung ^{ljung@isy.liu.se" class="auth_mail" title="E-mail the corresponding author}

关键词：System identification ; regularization method ; kernel structure design ; state space model

刊名：IFAC-PapersOnLine

出版年：2014

作者：Henrik Ohlsson^a ; ^b ; ^{ohlsson@isy.liu.se" class="auth_mail}Author Vitae ; Tianshi Chen^a ; ¹ ; ^{tschen@isy.liu.se" class="auth_mail}Author Vitae ; Sina Khoshfetrat Pakazad^a ; ^{sina.kh.pa@isy.liu.se" class="auth_mail}Author Vitae ; Lennart Ljung^a ; ^{ljung@isy.liu.se" class="auth_mail}Author Vitae ; S. Shankar Sastry^b ; ^{sastry@eecs.berkeley.edu" class="auth_mail}Author Vitae

关键词：Anomaly detection ; Outlier detection ; Multi-hypothesis testing ; Distributed optimization ; System identification

刊名：Automatica

出版年：May 2014

作者：Gianluigi Pillonetto^a ; ¹ ; ^{giapi@dei.unipd.it" class="auth_mail}Author Vitae ; Francesco Dinuzzo^b ; ^{fdinuzzo@tuebingen.mpg.de" class="auth_mail}Author Vitae ; Tianshi Chen^c ; ^{tschen@isy.liu.se" class="auth_mail}Author Vitae ; Giuseppe De Nicolao^d ; ^{giuseppe.denicolao@unipv.it" class="auth_mail}Author Vitae ; Lennart Ljung^c ; ^{ljung@isy.liu.se" class="auth_mail}Author Vitae

关键词：Linear system identification ; Prediction error methods ; Model complexity selection ; Bias-variance trade-off ; Kernel-based regularization ; Inverse problems ; Reproducing kernel Hilbert spaces ; Gaussian processes

刊名：Automatica

出版年：March, 2014