| Identification of piecewise affine systems via mixed-integer programming J Roll, A Bemporad, L Ljung Automatica 40 (1), 37-50, 2004 | 511 | 2004 |
| Evaluating model calibration in classification J Vaicenavicius, D Widmann, C Andersson, F Lindsten, J Roll, T Schön The 22nd international conference on artificial intelligence and statistics …, 2019 | 251 | 2019 |
| Nonlinear system identification via direct weight optimization J Roll, A Nazin, L Ljung Automatica 41 (3), 475-490, 2005 | 193 | 2005 |
| Systems biology: model based evaluation and comparison of potential explanations for given biological data G Cedersund, J Roll The FEBS journal 276 (4), 903-922, 2009 | 166 | 2009 |
| Local and piecewise affine approaches to system identification J Roll Univ., 2003 | 116 | 2003 |
| Identification of hybrid systems via mixed-integer programming A Bemporad, J Roll, L Ljung Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No …, 2001 | 108 | 2001 |
| Model-based hypothesis testing of key mechanisms in initial phase of insulin signaling G Cedersund, J Roll, E Ulfhielm, A Danielsson, H Tidefelt, P Strålfors PLoS computational biology 4 (6), e1000096, 2008 | 52 | 2008 |
| On the input-output representation of piecewise affine state space models S Paoletti, J Roll, A Garulli, A Vicino IEEE Transactions on Automatic Control 55 (1), 60-73, 2009 | 43 | 2009 |
| Recent techniques for the identification of piecewise affine and hybrid systems AL Juloski, S Paoletti, J Roll Current Trends in Nonlinear Systems and Control: In Honor of Petar Kokotović …, 2006 | 36 | 2006 |
| A non-asymptotic approach to local modelling J Roll, A Nazin, L Ljung Proceedings of the 41st IEEE Conference on Decision and Control, 2002. 1 …, 2002 | 30 | 2002 |
| Piecewise linear solution paths with application to direct weight optimization J Roll Automatica 44 (11), 2745-2753, 2008 | 25 | 2008 |
| Manifold-constrained regressors in system identification H Ohlsson, J Roll, L Ljung 2008 47th IEEE Conference on Decision and Control, 1364-1369, 2008 | 24 | 2008 |
| Detecting and positioning overtaking vehicles using 1D optical flow D Hultqvist, J Roll, F Svensson, J Dahlin, TB Schön 2014 IEEE Intelligent Vehicles Symposium Proceedings, 861-866, 2014 | 21 | 2014 |
| Input-output realization of piecewise affine state space models S Paoletti, J Roll, A Garulli, A Vicino 2007 46th IEEE Conference on Decision and Control, 3164-3169, 2007 | 21 | 2007 |
| Using manifold learning for nonlinear system identification H Ohlsson, J Roll, T Glad, L Ljung IFAC Proceedings Volumes 40 (12), 170-175, 2007 | 20 | 2007 |
| The use of nonnegative garrote for order selection of ARX models C Lyzell, J Roll, L Ljung 2008 47th IEEE Conference on Decision and Control, 1974-1979, 2008 | 17 | 2008 |
| FlexDx: A reconfigurable diagnosis framework M Krysander, F Heintz, J Roll, E Frisk Engineering applications of artificial intelligence 23 (8), 1303-1313, 2010 | 15 | 2010 |
| A necessary and sufficient condition for input-output realization of switched affine state space models S Paoletti, A Garulli, J Roll, A Vicino 2008 47th IEEE Conference on Decision and Control, 935-940, 2008 | 15 | 2008 |
| FlexDx: a reconfigurable diagnosis framework F Heintz, M Krysander, J Roll, E Frisk Proceedings of the 19th International Workshop on Principles of Diagnosis DX …, 2008 | 13 | 2008 |
| Vehicle motion estimation using an infrared camera E Nilsson, C Lundquist, TB Schön, D Forslund, J Roll IFAC Proceedings Volumes 44 (1), 12952-12957, 2011 | 12 | 2011 |
