Publications for Jacob Roll
Co-author map based on ISI articles 2007-

Keywords

verification upper system quadratic piecewise nonlinear non-asymptotic neighborhood input-output identification hybrid examples estimation estimates estimate dwo control class asymptotic affine

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.
   Fulltext  PDF  
 Web of Science® Times Cited: 2

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.
 Web of Science® Times Cited: 1

Gunnar Cedersund and Jacob Roll
  Systems biology: Model Based Evaluation and Comparison of Potential Explanations for Given Biological Data
  The FEBS Journal, 2009, 276(4), 903-922.
 Web of Science® Times Cited: 31

Gunnar Cedersund, Jacob Roll, Erik 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), .
 Web of Science® Times Cited: 14

Jacob Roll
  Piecewise Linear Solution Paths with Application to Direct Weight Optimization
  Automatica, 2008, 44(11), 2745-2753.
 Web of Science® Times Cited: 7

Jacob Roll, Alexander Nazin and Lennart Ljung
  Nonlinear System Identification Via Direct Weight Optimization
  Automatica, 2005, 41(3), 475-490.
 Web of Science® Times Cited: 31

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: 106

Chapters in Books

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.


Jacob Roll
  Invariance of Approximating Automata for Piecewise Linear Systems with Uncertainties
  Hybrid Systems: Computation and Control: Third International Workshop, HSCC 2000 Pittsburgh, PA, USA, March 23–25, 2000 Proceedings, Springer Berlin/Heidelberg, 2000, 396-406.


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.


 Web of Science® Times Cited: 1

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.


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.


 Web of Science® Times Cited: 1

Jacob Roll
  Piecewise Linear Solution Paths for Parametric Piecewise Quadratic Programs
  Proceedings of the 17th IFAC World Congress, 2008.


Henrik Ohlsson, Jacob Roll, Anders Brun, Hans Knutsson, Mats Andersson and Lennart Ljung
  Direct Weight Optimization Applied to Discontinuous Functions
  47th IEEE Conference on Decision and Control, 2008. CDC 2008, 2008.


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.


 Web of Science® Times Cited: 2  Fulltext PDF

Henrik Ohlsson, Joakim Rydell, Anders Brun, Jacob Roll, Mats Andersson, Anders Ynnerman and Hans Knutsson
  Enabling Bio-Feedback using Real-Time fMRI
  47th IEEE Conference on Decision and Control, 2008, CDC 2008, 2008.


  Fulltext PDF

Henrik Ohlsson, Jacob Roll and Lennart Ljung
  Manifold-Constrained Regressors in System Identification
  Proceedings of the 47th IEEE Conference on Decision and Control, 2008.


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.


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.


Jacob Roll and Simone Paoletti
  PWAID: Piecewise affine system identification toolbox
  Hybrid Systems: Computation and Control,2007, 2007.


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.


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.


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.


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.


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.


Jacob Roll, Ingela Lind and Lennart Ljung
  Connections Between Optimisation-Based Regressor Selection and Analysis of Variance
  Proceedings of Reglermöte 2006, 2006.


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.


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.


Lennart Ljung, Jacob Roll, Anatoli Iouditski and Nazin Alexander
  Adaptive DWO Estimator of a Regression Function
  Proceedings of the 2004 IFAC Symposium on Nonlinear Control Systems, 2004.


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.


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.


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.


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.


Jacob Roll
  Identification of Piecewise Affine Wiener Models via Mixed-Integer Programming
  Proceedings of Reglermöte 2002, 2002.


Jacob Roll
  Robust Verification of Piecewise Affine Systems
  Proceedings of the 15th IFAC World Congress, 2002.


Jacob Roll
  Identification of Piecewise Affine Wiener Models via Mixed-Integer Programming
  Proceedings of the Third Conference on Computer Science and Systems Engineering, 2001.


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.


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.


Jacob Roll
  Invariance of Approximating Automata for Piecewise Linear Systems with Uncertainties
  Proceedings of Reglermöte 2000, 2000.


Jacob Roll
  Invariance of Approximating Automata for Piecewise Linear Systems
  Proceedings of the Second Conference on Computer Science and Systems Engineering, 1999.


Ph.D. Theses

Henrik Ohlsson
  Regularization for Sparseness and Smoothness: Applications in System Identification and Signal Processing
  2010.


  Fulltext PDF

Reports

Thomas Schön and Jacob Roll
  Ego-Motion and Indirect Road Geometry Estimation Using Night Vision
  LiTH-ISY-R, 2894, 2009.


  Fulltext PDF

Henrik Ohlsson, Jacob Roll, Anders Brun, Hans Knutsson, Mats Andersson and Lennart Ljung
  Direct Weight Optimization Applied to Discontinuous Functions
  LiTH-ISY-R, 2861, 2008.


  Fulltext PDF

Henrik Ohlsson, Jacob Roll and Lennart Ljung
  Manifold-Constrained Regressors in System Identification
  LiTH-ISY-R, 2859, 2008.


  Fulltext PDF

Henrik Ohlsson, Joakim Rydell, Anders Brun, Jacob Roll, Mats Andersson, Anders Ynnerman and Hans Knutsson
  Enabling Bio-Feedback Using Real-Time fMRI
  LiTH-ISY-R, 2860, 2008.


  Fulltext PDF

Christian Lyzell, Jacob Roll and Lennart Ljung
  The Use of Nonnegative Garrote for Order Selection of ARX Models
  LiTH-ISY-R, 2876, 2008.


  Fulltext PDF

Jacob Roll
  Piecewise Linear Solution Paths for Parametric Piecewise Quadratic Programs with Application to Direct Weight Optimization
  LiTH-ISY-R, 2816, 2007.


  Fulltext PDF

Alexander Nazin, Jacob Roll, Lennart Ljung and Ion Grama
  Direct Weight Optimization in Statistical Estimation and System Identification
  LiTH-ISY-R, 2831, 2007.


  Fulltext PDF

Henrik Ohlsson, Jacob Roll, Torkel Glad and Lennart Ljung
  Using Manifold Learning for Nonlinear System Identification
  LiTH-ISY-R, 2795, 2007.


  Fulltext PDF

Lennart Ljung, Jacob Roll, Anatoli Iouditski and Alexander Nazin
  Adaptive DWO Estimator of a Regression Function
  LiTH-ISY-R, 2794, 2007.


  Fulltext PDF

Alexander Nazin, Jacob Roll and Lennart Ljung
  Direct Weight Optimization in Nonlinear Function Estimation and System Identification
  LiTH-ISY-R, 2805, 2007.


  Fulltext PDF

Alexander Nazin, Jacob Roll and Lennart Ljung
  Direct Weight Optimization for Approximately Linear Functions: Optimality and Design
  LiTH-ISY-R, 2804, 2007.


  Fulltext PDF

Ingela Lind and Jacob Roll
  SUPANOVA for Nonlinear Regression
  LiTH-ISY-R, 2727, 2006.


  Fulltext PDF

Jacob Roll, Ingela Lind and Lennart Ljung
  Connections Between Optimisation-Based Regressor Selection and Analysis of Variance
  LiTH-ISY-R, 2728, 2006.


  Fulltext PDF

Jacob Roll, Alexander Nazin and Lennart Ljung
  Nonlinear System Identification Via Direct Weight Optimization
  LiTH-ISY-R, 2696, 2005.


  Fulltext PDF

Jacob Roll, Alexander Nazin and Lennart Ljung
  A General Direct Weight Optimization Framework for Nonlinear System Identification
  LiTH-ISY-R, 2697, 2005.


  Fulltext PDF

Jacob Roll, Martin Enqvist and Lennart Ljung
  Consistent Nonparametric Estimation of NARX Systems Using Convex Optimization
  LiTH-ISY-R, 2721, 2005.


  Fulltext PDF

Jacob Roll and Lennart Ljung
  Extending the Direct Weight Optimization Approach
  LiTH-ISY-R, 2601, 2004.


  Fulltext PDF

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, 2578, 2003.


  Fulltext PDF

Jacob Roll, Alberto Bemporad and Lennart Ljung
  Identification of Piecewise Affine Systems via Mixed-Integer Programming
  LiTH-ISY-R, 2480, 2003.


  Fulltext PDF

Lennart Ljung, Jacob Roll and Alexander Nazin
  A Non-Asymptotic Approach to Local Modelling
  LiTH-ISY-R, 2482, 2003.


  Fulltext PDF

Jacob Roll
  Robust Verification of Piecewise Affine Systems
  LiTH-ISY-R, 2481, 2003.


  Fulltext PDF

Jacob Roll, Lennart Ljung and Alexander Nazin
  Local Modelling with A Priori Known Bounds Using Direct Weight Optimization
  LiTH-ISY-R, 2484, 2003.


  Fulltext PDF

Jacob Roll, Lennart Ljung and Alexander Nazin
  Local Modelling of Nonlinear Dynamic Systems Using Direct Weight Optimization
  LiTH-ISY-R, 2483, 2003.


  Fulltext PDF

Jacob Roll, Alexander Nazin and Lennart Ljung
  Non-Asymptotic Optimal Guaranteed MSE Function Estimation
  LiTH-ISY-R, 2415, 2002.


  Fulltext PDF

Lennart Ljung, Jacob Roll and Alberto Bemporad
  Identification of Hybrid Systems via Mixed-Integer Programming
  LiTH-ISY-R, 2397, 2001.


  Fulltext PDF

Jacob Roll
  Identification of Piecewise Affine Wiener Models via Mixed-Integer Programming
  LiTH-ISY-R, 2346, 2001.


  Fulltext PDF

Jacob Roll
  Robustness and Control Design Issues for a Verification Method for Piecewise Affine Systems
  LiTH-ISY-R, 2317, 2000.


  Fulltext PDF

Jacob Roll
  Invariance of Approximating Automata for Piecewise Linear Systems
  LiTH-ISY-R, 2178, 1999.


  Fulltext PDF