Publications for Jacob Roll
Co-author map based on ISI articles 2007-
Journal Articles
Mattias Krysander, Fredrik Heintz, Jacob Roll and Erik Frisk
FlexDx: A reconfigurable diagnosis framework
Engineering applications of artificial intelligence, 2010, 23(8), 1303-1313.
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Simone Paoletti, Jacob Roll, Andrea Garulli and Antonio Vicino
On the Input-Output Representation of Piecewise Affine State Space Models
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2010, 55(1), 60-73.
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Gunnar Cedersund and Jacob Roll
Systems biology: model based evaluation and comparison of potential explanations for given biological data
FEBS JOURNAL, 2009, 276(4), 903-922.
Web of Science® Times Cited: 28 |
Gunnar Cedersund, Jacob Roll, E. Ulfhielm, Anna Danielsson, Henrik Tidefelt and Peter Strålfors
Model-based hypothesis testing of key mechanisms in initial phase of insulin signaling
PloS Computational Biology, 2008, 4(6), .
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Jacob Roll
Piecewise linear solution paths with application to direct weight optimization
AUTOMATICA, 2008, 44(11), 2745-2753.
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Jacob Roll, Alexander Nazin and Lennart Ljung
Non-linear System Identification Via Direct Weight Optimization
Automatica, 2005, 41(3), 475-490.
Web of Science® Times Cited: 27 |
Jacob Roll, Alberto Bemporad and Lennart Ljung
Identification of piecewise affine systems via mixed-integer programming
Automatica, 2004, 40(1), 37-50.
Web of Science® Times Cited: 100 |
Chapters in Books
Jacob Roll
Recent Techniques for the Identification of Piecewise Affine and Hybrid Systems
Current Trends in Nonlinear Systems and Control: In Honor of Petar Kokotovic and Turi Nicosia, Birkhäuser, 2006, .
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Aleksandar Lj. Juloski, Simone Paoletti and Jacob Roll
Recent Techniques for the Identification of Piecewise Affine and Hybrid Systems
Current Trends in Nonlinear Systems and Control: In Honor of Petar Kokotovic and Turi Nicosia, Birkhäuser, 2006, 79-99.
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Jacob Roll
Invariance of approximating automata for piecewise linear systems with uncertainties
Hybrid Systems: Computation and Control, Springer Berlin/Heidelberg, 2000, 396-406.
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Conference Articles
Thomas Schön and Jacob Roll
Ego-Motion and Indirect Road Geometry Estimation Using Night Vision
Proceedings of the '09 IEEE Intelligent Vehicle Symposium, 2009.
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Jacob Roll, Simone Paoletti, Andrea Garulli and Antonio Vicino
A Necessary and Sufficient Condition for Input-Output Realization of Switched Affine State Space Models
Proceedings of the 47th IEEE Conference on Decision and Control, 2008.
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Jacob Roll
Piecewise Linear Solution Paths for Parametric Piecewise Quadratic Programs
Proceedings of the 17th IFAC World Congress, 2008.
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Henrik Ohlsson, Jacob Roll, Anders Brun, Hans Knutsson, Mats Andersson and Lennart Ljung
Direct Weight Optimization Applied to Discontinuous Functions
Proceedings of the 47th IEEE Conference on Decision and Control, 2008.
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Christian Lyzell, Jacob Roll and Lennart Ljung
The Use of Nonnegative Garrote for Order Selection of ARX Models
Proceedings of the 47th IEEE Conferance on Decision and Control, 2008.
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Henrik Ohlsson, Joakim Rydell, Anders Brun, Jacob Roll, Mats Andersson, Anders Ynnerman and Hans Knutsson
Enabling Bio-Feedback using Real-Time fMRI
Proceedings of the 47th Conference on Decision and Control, 2008.
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Henrik Ohlsson, Jacob Roll and Lennart Ljung
Manifold-Constrained Regressors in System Identification
Proceedings of the 47th IEEE Conference on Decision and Control, 2008.
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Mattias Krysander, Fredrik Heintz, Jacob Roll and Erik Frisk
Dynamic Test Selection for Reconfigurable Diagnosis
Proceedings of the 47th IEEE Conference on Decision and Control, 2008.
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Fredrik Heintz, Mattias Krysander, Jacob Roll and Erik Frisk
FlexDx: A Reconfigurable Diagnosis Framework
Proceedings of the 19th International Workshop on Principles of Diagnosis (DX), 2008.
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Alexander Nazin, Jacob Roll, Lennart Ljung and Ion Grama
Direct Weight Optimization in Statistical Estimation and System Identification
Proceedings of the 7th International Conference on System Identification and Control Problems, 2008.
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Jacob Roll and Simone Paoletti
PWAID: Piecewise affine system identification toolbox
Hybrid Systems: Computation and Control,2007, 2007.
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Henrik Ohlsson, Jacob Roll, Torkel Glad and Lennart Ljung
Using Manifold Learning for Nonlinear System Identification
Proceedings of the 7th IFAC Symposium on Nonlinear Control Systems, 2007.
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Simone Paoletti, Jacob Roll, Andrea Garulli and Antonio Vicino
Input-Output Realization of Piecewise Affine State Space Models
Proceedings of the 46th IEEE Conference on Decision and Control, 2007.
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Alexander Nazin, Jacob Roll and Lennart Ljung
Direct Weight Optimization in Nonlinear Function Estimation and System Identification
Proceedings of the 6th International Conference on System Identification and Control Problems (SICPRO '07), 2007.
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Alexander Nazin, Jacob Roll and Lennart Ljung
Direct Weight Optimization for Approximately Linear Functions: Optimality and Design
Proceedings of the 14th IFAC Symposium on System Identification, 2006.
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Jacob Roll, Ingela Lind and Lennart Ljung
Connections Between Optimisation-Based Regressor Selection and Analysis of Variance
Proceedings of the 45th IEEE Conference on Decision and Control, 2006.
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Jacob Roll, Ingela Lind and Lennart Ljung
Connections Between Optimisation-Based Regressor Selection and Analysis of Variance
Proceedings of Reglermöte 2006, 2006.
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Jacob Roll, Martin Enqvist and Lennart Ljung
Consistent Nonparametric Estimation of NARX Systems Using Convex Optimization
Proceedings of the 44th IEEE Conference on Decision and Control and European Control Conference, 2005.
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Jacob Roll, Alexander Nazin and Lennart Ljung
A General Direct Weight Optimization Framework for Nonlinear System Identification
Proceedings of the 16th IFAC World Congress, 2005.
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Lennart Ljung, Jacob Roll, Anatoli Juditski and Nazin Alexander
Adaptive DWO Estimator of a Regression Function
Proceedings of the 2004 IFAC Symposium on Nonlinear Control Systems, 2004.
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Jacob Roll, Lennart Ljung and Alexander Nazin
Local Modelling with A Priori Known Bounds Using Direct Weight Optimization
Proceedings of the 2003 European Control Conference, 2003.
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Jacob Roll, Lennart Ljung and Alexander Nazin
Local Modelling of Nonlinear Dynamic Systems Using Direct Weight Optimization
Proceedings of the 13th IFAC Symposium on System Identification, 2003.
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Jacob Roll
Robust Verification of Piecewise Affine Systems
Proceedings of the 15th IFAC World Congress, 2002.
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Jacob Roll
Identification of Piecewise Affine Wiener Models via Mixed-Integer Programming
Proceedings of Reglermöte 2002, 2002.
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Lennart Ljung, Jacob Roll and Alexander Nazin
A Non-Asymptotic Approach to Local Modelling
Proceedings of the 41st IEEE Conference on Decision and Control, 2002.
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Jacob Roll, Lennart Ljung and Alexander Nazin
A Non-Asymptotic Approach to Local Modelling
Proceedings of the 4th Conference on Computer Science and Systems Engineering, 2002.
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Lennart Ljung, Jacob Roll and Alberto Bemporad
Identification of Hybrid Systems via Mixed-Integer Programming
Proceedings of the 40th IEEE Conference on Decision and Control, 2001.
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Jacob Roll
Identification of Piecewise Affine Wiener Models via Mixed-Integer Programming
Proceedings of the Third Conference on Computer Science and Systems Engineering, 2001.
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Jacob Roll
Invariance of Approximating Automata for Piecewise Linear Systems with Uncertainties
Proceedings of Reglermöte 2000, 2000.
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Jacob Roll
Invariance of Approximating Automata for Piecewise Linear Systems with Uncertainties
Proceedings of the Third International Workshop on Hybrid Systems: Computation and Control, 2000.
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Jacob Roll
Invariance of Approximating Automata for Piecewise Linear Systems
Proceedings of the Second Conference on Computer Science and Systems Engineering, 1999.
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Ph.D. Theses
Reports
Thomas Schön and Jacob Roll
Ego-Motion and Indirect Road Geometry Estimation Using Night Vision
LiTH-ISY-R, ISSN 1400-3902, 2894, 2009.
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Lennart Ljung, Jacob Roll and Henrik Ohlsson
Direct Weight Optimization Applied to Discontinuous Functions
LiTH-ISY-R, ISSN 1400-3902, 2861, 2008.
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Henrik Ohlsson, Jacob Roll and Lennart Ljung
Manifold-Constrained Regressors in System Identification
LiTH-ISY-R, ISSN 1400-3902, 2859, 2008.
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Henrik Ohlsson and Jacob Roll
Enabling Bio-Feedback Using Real-Time fMRI
LiTH-ISY-R, ISSN 1400-3902, 2860, 2008.
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Christian Lyzell, Jacob Roll and Lennart Ljung
The Use of Nonnegative Garrote for Order Selection of ARX Models
LiTH-ISY-R, ISSN 1400-3902, 2876, 2008.
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Jacob Roll
Piecewise Linear Solution Paths for Parametric Piecewise Quadratic Programs with Application to Direct Weight Optimization
LiTH-ISY-R, ISSN 1400-3902, 2816, 2007.
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A. V. Nazin, Jacob Roll and Lennart Ljung
Direct Weight Optimization in Statistical Estimation and System Identification
LiTH-ISY-R, ISSN 1400-3902, 2831, 2007.
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Lennart Ljung, Torkel Glad, Jacob Roll and Henrik Ohlsson
Using Manifold Learning for Nonlinear System Identification
LiTH-ISY-R, ISSN 1400-3902, 2795, 2007.
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Jacob Roll and Lennart Ljung
Adaptive DWO Estimator of a Regression Function
LiTH-ISY-R, ISSN 1400-3902, 2794, 2007.
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A. V. Nazin, Jacob Roll and Lennart Ljung
Direct Weight Optimization in Nonlinear Function Estimation and System Identification
LiTH-ISY-R, ISSN 1400-3902, 2805, 2007.
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A. V. Nazin, Jacob Roll and Lennart Ljung
Direct Weight Optimization for Approximately Linear Functions: Optimality and Design
LiTH-ISY-R, ISSN 1400-3902, 2804, 2007.
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Ingela Lind and Jacob Roll
SUPANOVA for nonlinear regression
LiTH-ISY-R, ISSN 1400-3902, 2727, 2006.
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Ingela Lind and Jacob Roll
Connections between optimisation-based regressor selection and analysis of variance
LiTH-ISY-R, ISSN 1400-3902, 2728, 2006.
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Jacob Roll and Lennart Ljung
Non-linear System Identification Via Direct Weight Optimization
LiTH-ISY-R, ISSN 1400-3902, 2696, 2005.
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Jacob Roll and Lennart Ljung
A General Direct Weight Optimization Framework for Nonlinear System Identification
LiTH-ISY-R, ISSN 1400-3902, 2697, 2005.
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Jacob Roll, Martin Enqvist and Lennart Ljung
Consistent Nonparametric Estimation of NARX Systems Using Convex Optimization
LiTH-ISY-R, ISSN 1400-3902, 2721, 2005.
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Jacob Roll and Lennart Ljung
Extending the Direct Weight Optimization Approach
LiTH-ISY-R, ISSN 1400-3902, 2601, 2004.
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Jacob Roll and Lennart Ljung
A Study of the DWO Approach to Function Estimation at a Given Point: Approximately Constant and Approximately Linear Function Classes
LiTH-ISY-R, ISSN 1400-3902, 2578, 2003.
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Jacob Roll and Lennart Ljung
Identification of Piecewise Affine Systems via Mixed-Integer Programming
LiTH-ISY-R, ISSN 1400-3902, 2480, 2003.
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Jacob Roll and Lennart Ljung
A Non-Asymptotic Approach to Local Modelling
LiTH-ISY-R, ISSN 1400-3902, 2482, 2003.
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Jacob Roll
Robust Verification of Piecewise Affine Systems
LiTH-ISY-R, ISSN 1400-3902, 2481, 2003.
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Jacob Roll and Lennart Ljung
Local Modelling with A Priori Known Bounds Using Direct Weight Optimization
LiTH-ISY-R, ISSN 1400-3902, 2484, 2003.
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Jacob Roll and Lennart Ljung
Local Modelling of Nonlinear Dynamic Systems Using Direct Weight Optimization
LiTH-ISY-R, ISSN 1400-3902, 2483, 2003.
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Jacob Roll and Lennart Ljung
Non-Asymptotic Optimal Guaranteed MSE Function Estimation
LiTH-ISY-R, ISSN 1400-3902, 2415, 2002.
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Jacob Roll and Lennart Ljung
Identification of Hybrid Systems via Mixed-Integer Programming
LiTH-ISY-R, ISSN 1400-3902, 2397, 2001.
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Jacob Roll
Identification of Piecewise Affine Wiener Models via Mixed-Integer Programming
LiTH-ISY-R, ISSN 1400-3902, 2346, 2001.
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Jacob Roll
Robustness and Control Design Issues for a Verification Method for Piecewise Affine Systems
LiTH-ISY-R, ISSN 1400-3902, 2317, 2000.
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Jacob Roll
Invariance of Approximating Automata for Piecewise Linear Systems
LiTH-ISY-R, ISSN 1400-3902, 2178, 1999.
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Ph.D., Lic. Theses
