name: Andri Riid

born 18. march 1972

contact information:

Tel: +372-6-202-108
Fax: +372-6-202-101
e-mail: andri@dcc.ttu.ee

Department of Computer Control, Tallinn Technical University, Ehitajate tee 5, Tallinn 19086, ESTONIA

• 1995 - 2002 Tallinn Technical University, Department of Computer Control, researcher
• 2002 - ? Tallinn Technical University, Department of Computer Control, senior researcher

Education:

• 1990 - 1995 Tallinn Technical University, Electrotechnical Engineering, undergraduate student
• 1995 - 1997 Tallinn Technical University, Computer and System Engineering, M.Sc student
• 1997 - 2001 Tallinn Technical University, Computer and System Engineering, Ph.D student

Degrees:

• M.Sc (1997)
• Ph.D (2002)

Publications:

1998

• "Fuzzy modeling and control of fed-batch fermentation"
  1) Proc. 9th International Symposium on System-Modeling-Control 1998, Zakopane, Poland
  2) in Pjotr Szczepaniak (editor), Computational Intelligence and Applications, Physica Verlag, New York, 1999, pp. 283-291.
• "Comparison of fuzzy function approximators"
  Proc. 6th Biennal Baltic Electronic Conference 1998, Tallinn, Estonia, Oct 7-9, pp. 139-142.

1999

• "Supervisory fed-batch fermentation control on the basis of linguistically interpretable fuzzy models"
  Proc. Estonian Acad. Sci. Eng., vol. 6, No. 2, pp. 96-112, 2000.
• "Interpretability versus adaptability in fuzzy systems"
  Proc. Estonian Acad. Sci. Eng., vol. 6, No. 2, pp. 76-95, 2000.
• "Transparent fuzzy systems and modeling with transparency protection"
  Proc. IFAC Symp. on Artificial Intelligence in Real Time Control 2000, Budapest, Oct 2-4, 2000 pp. 229-235.

2000

• "Genetic algorithms in transparent fuzzy modeling" (**)
  Proc. 7th Biennal Baltic Electronic Conf. 2000, Tallinn, Oct 8-11, pp. 91-94.
• "Transparency analysis of first-order Takagi-Sugeno systems" (*)
  Proc. 10th International Symposium on System-Modeling-Control 2001, Zakopane, Poland, vol. 2, pp. 165-170

2001

• "Fuzzy logic in control: truck backer-upper problem revisited"
  Proc. 10th IEEE International Conference on Fuzzy Systems, 2001, Melbourne, vol. 1, pp. 513-516.
• "Transparent Fuzzy Systems in Modeling and Control"
  in Jorge Casillas, Oscar Cordon, Francisco Herrera, Luis Magdalena (editors)
  Interpretability Issues in Fuzzy Modeling, Springer, 2003, pp. 452-476.

2002

• "Transparent Fuzzy Systems: Modeling and Control" Ph.D Thesis, 217+x pp.
• "Gradient Descent Based Optimization of Transparent Mamdani systems"
  in L. Rutkowski, J. Kacprzyk (editors) Neural Networks and Soft Computing. Proceedings of the 6th International Conference on Neural Network and Soft Computing, Physica Verlag, 2003, pp. 545-550
• "Fuzzy Hierarchical Control of Truck and Trailer"
  Proc. 8th Biennal Baltic Electronic Conf. 2002, Tallinn, Oct 6-9, , pp. 141-144.
• "Transparency Enhancement of 1st order TS systems: Promoting the Competition Between the Rules by Controlling the Overlap of Input Fuzzy Sets" (*)
  Proc. 8th Biennal Baltic Electronic Conf. 2002, Tallinn, Oct 6-9, pp. 137-140.

2003

• "On the Interpretability and Representation of Linguistic Fuzzy Systems"
  Proc. IASTED International Conference on Artificial Intelligence and Applications 2003, Benalmadena, Spain, pp. 88-93

2004

• "Car Navigation and Collision Avoidance System with Fuzzy Logic" (***)
  Proc. IEEE International Conference on Fuzzy Systems, Budapest, 2004, vol. 3, pp. 1443-1448
• "Generic Membership Function and Its Application to Fuzzy Modeling" (*)
  Proc. 9th Biennal Baltic Electronic Conf. Tallinn, 2004, pp. 129-132
• "Takagi-Sugeno Systems with Improved Interpretability and Interpolation with a Complementary Interpolation Model"
  Proc. IEEE 4th International Conference on Intelligent Systems Design and Applications, Budapest, 2004, vol. 1, pp 259-264
• "Heuro-Fuzzy Extraction of Interpretable Fuzzy Rules from Data"
  Proc.IEEE International Conference on Systems, Man And Cybernetics, The Hague, 2004. pp. 2266-2271

2005

• "Identification of Numerically Accurate First-Order Takagi-Sugeno Systems with Interpretable Local Models from Data"
  Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.9, No.5, pp. 526-533

• "Fuzzy Logic Control for Automobiles II: Navigation and Collision Avoidance System " (***)
  in Ying Bai, Hanqi Zhuang and Dali Wang (editors), Advanced Fuzzy Logic Technologies in Industrial Applications , Springer, London, 2006, pp. 159-173

2006

• "Automatic Linguistic Inversion of a Fuzzy Model for Fed-Batch Fermentation Control"
  Proc. 2006 International Conference on Intelligent Engineering Systems, London, 2006, pp. 129-134

• "Fuzzy Backing Control of Truck and Two Trailers" (****)
  Proc. 2006 IEEE International Conference on Computational Cybernetics, Tallinn, 2006, pp. 107-112

2007

• "Fuzzy Knowledge-Based Control for Backing Multi-Trailer Systems"
  Proc. 2007 IEEE Intelligent Vehicles Symposium, Istanbul, 2007, pp. 498-504

• "Interpretability of Fuzzy Systems and Its Application to Process Control"
  Proc. 2007 IEEE International Conference on Fuzzy Systems, London, 2007, 6 pp.

2008

• " Error-free Simplification of Transparent Mamdani Systems. "
  Proc. 4th IEEE International Conference on Intelligent Systems, Varna, pp. 2-8 - 2-13

• " Redundancy Detection and Removal in Mamdani Fuzzy Systems "
  Proc. 8th International Conference on Applications of Fuzzy Systems and Soft Computing (ICAFS 2008), Helsinki, 2008, pp. 131 - 140.

• " Fed-Batch Fermentation Controller Design with Evolutionary Computation. "
  Proc. 5th International Conference on Soft Computing as Transdisciplinary Science and Technology (CSTST 2008), Cergy-Pontoise, Paris, 2008, pp. 371 - 377

2009

• "Computational intelligence methods for process control: fed-batch fermentation application"
  . International Journal of Computational Intelligence in Bioinformatics and Systems Biology, vol. 1, no. 2, pp. 135-162, 2009

• "Redundancy Detection and Removal Tool for Transparent Mamdani Systems"
  in V. Sgurev, M. Hadjiski and J. Kacprzyk (editors), Intelligent Systems: From Theory to Practice, Springer Verlag, 2010, pp. 397-415

2010

• " Interpretability Improvement of Fuzzy Systems: Reducing the Number of Unique Singletons in Zeroth order Takagi-Sugeno Systems"
  Proc. IEEE International Conference on Fuzzy Systems, Barcelona, pp. 2013 - 2018.

• "A method for heuristic fuzzy modeling in noisy environment "
  Proc. 5th IEEE International Conference on Intelligent Systems, London, 2010, pp. 468 - 473

• " Identification of transparent, compact, accurate and reliable linguistic fuzzy models"
  Information Sciences, vol. 183, no. 20, pp. 4378-4393, 2011

2011

• "An integrated approach for the identification of compact, interpretable and accurate fuzzy rule-based classifiers from data "
  Proc. 15th IEEE International Conference on Intelligent Engineering Systems, 2011, Poprad, pp. 101 - 107

• " Interpretability, Interpolation and Rule Weights in Linguistic Fuzzy Modeling."
  in A.M. Fanelli, W. Pedrycz and A. Petrosino (editors). Fuzzy Logic and Applications. Proceedings of the 9th International Workshop WILF 2011, Springer Verlag, pp. 91 - 98

most papers are co-authored by Ennu Rüstern, Ph.D; other co-authors include Raul Isotamm, Pavel Jartsev, Dmitri Pahhomov, Alar Leibak, Jaakko Ketola and Kalle Saastamoinen

Abroad:

• trainee at VTT Automation, Espoo, Finland, June '96-July '96
• visiting resarcher at Process Control Group of Signal, Systems and Sensors Department (S3), KTH, Stockholm, Sweden, April '98-June '98
• International Summer School on Fuzzy Logic and Applications in Delft, Holland, 19-26.04.1999 (pictures)

Research interest:

Computational intelligence: neural networks, genetic agorithms, fuzzy systems. Fuzzy modeling for control. Properties of fuzzy systems: interpretability, adaptability, transparency. Tuning algorithms for fuzzy systems.

Hobbies:

literature & fiction, science fiction, genealogy, music

Last modified: 06.02.12