Rudolf Kruse

Prof. Dr. rer. nat. habil. Rudolf Kruse

Faculty of Computer Science
Institute for Intelligent Cooperating Systems (IKS)
Gebäude 29, Universitätsplatz 2, 39106, Magdeburg, G29-014
Vita

Rudolf Kruse is a Professor of Computer Science. From 1996 -2017 he was the leader of the Computational Intelligence Research Group at the Department of Computer Science of the University of Magdeburg, see http://fuzzy.cs.uni-magdeburg.de. Since 2017 he has the status of an  emeritus professor. He is still active in research and teaching.

 

Recent Activities

18-06-2019

Rudolf Kruse attends the ceremony of the BBVA Award as a member of the jury in Bilbao, Spain

05-06-2019

Rudolf Kruse attends the International Council meeting of the Ostrava University, Czech Republic

17-05-2019

Rudolf Kruse, Alexander Dockhorn, and Ole Perschewski attended a meeting in Salzgitter within the third party project entitled “Energy-optimized control of a fuel-driven power plant under rapidly varying boundary conditions”

15-05-2019

Rudolf Kruse served as a member of several IEEE CIS Award committees: Fellow Committee, Fuzzy Pioneer Award Committee, Best Dissertation award committee

24-04-2019

Rudolf Kruse gives an invited plenary lecture about decomposable probabilistic models at the CoDIT’19 in Paris. The conference is the sixth edition in the series of the International Conference on Control, Decision and Information Technologies, sponsored by IEEE SMC

15-03-2019

Rudolf Kruse gives a course on Fuzzy Systems for Master Students in SS 2019, see the lecture page for detailed information.

07-03-2019

Rudolf Kruse gives a lecture about decomposable probabilistic models during his research stay in Paris at the Sorbonne University. The stay was sponsored within the IEEE CIS Distinguished Lecture Program.

27/28-02-2019

Rudolf Kruse attended the Editorial Meeting of the Wiley Journal “Data Mining and Knowledge Discovery” in Jersey City. He is one of the founding member of this journal, starting in 2007, see http://wires.wiley.com/WileyCDA/WiresJournal/wisId-WIDM.html

18/19-02-2019

Rudolf Kruse was member of the international jury of the BBVA Foundation Frontiers of Knowledge Awards, the meeting took place in Madrid . The prestigious award in the category Information and Communication Technologies (Award: 400.000 Euro) is given to Ivan Sutherland, the “father” of Computer Graphics, for detail click here https://www.prnewswire.com/news-releases/the-bbva-foundation-recognizes-ivan-sutherland-for-revolutionizing-human-machine-interaction-through-computer-graphics-and-virtual-reality-300798203.html

14/15-02-2019

Rudolf Kruse was Coorganizer of the interdisziplinary Synenz Symposium, see www.synenz.de in Braunschweig about ethical, legal and technical aspects of digitalization. He was the moderator of the public evening event in the Dorne of Altstadtrathaus in Braunschweig with the two speakers Wolfgang Wahlster, CEO of German Research Institute of Artificial Intelligence, Saarbrücken, and Andreas Kruse, Leader of the Institute of Gerontology, University of Heidelberg. 200 people attended this interesting event.

08-01-2019

Rudolf Kruse visited Christian Moewes, Robert Bosch GmbH, in Bamberg. They discussed about ongoing common projects.

01-12-2018

Rudolf Kruse is member of the organization committee of the 1. BWG Symposium, 14-15.2.18, Braunschweig, about „Zusammenwirken von natürlicher und künstlicher Intelligenz“. Germans most prominent Artificial Intelligence Researcher Prof. Dr. Wolfgang Wahlster is one of the invited plenary speakers, see https://www.synenz.de.

30-11-2018

Rudolf Kruse attended the Workshop on Computational Intelligence in Dortmund

28-11-2018

Rudolf Kruse visited the KNIME Company in Konstanz, and he attended the Thesis Proposal of Christoph Doell at the University of Konstanz as an external reviewer.

25-11-2018

Rudolf Kruse gave four lectures during his research stay in India from 10.11.18-20.11.18 which was sponsored within the IEEE CIS Distinguished Lecture Program and by the Indian Statistical Institute (ISI) in Kolkata. 15.11.Some details about the research stay: DLP Lecture at ISI, 16.11. Lecture at University of Bhubaneswar , 18.11. Chair of CIES Symposium at IEEE SSCI in Bangalore, 20.11. Presentation at IEEE SSCI in Bangalore, 23.11. Invited Plenary talk at ICRCICN Conference at Kolkata.

08-10-2018

Rudolf Kruse recently presented CI Methods at Continental (Hannover) and VW Data Lab (Munich)

15-09-2018

Rudolf Kruse gives a course on Bayes Networks Students in WS 2018/2019, see the lecture page for detailed information.

11-7-2018

Rudolf Kruse received the IEEE Fuzzy Systems Pioneer Award and gives a plenary talk at the WCCI’2018 in Rio de Janeiro, Brasil.

14-6-2018

Rudolf Kruse attends the ceremony of the BBVA Award as a member of the jury in Madrid, Spain

11-6-2018

Rudolf Kruse is participant of a panel about Lotfi Zadeh at the IPMU’2018  conference in Cadiz, Spain

30-5-2018

Rudolf Kruse is plenary speaker at the World Congress on Soft Computing in Baku, Aserbaidschan

17-5-2018

Rudolf Kruse serves as a member of the jury of "la Caixa" Fellowships in Barcelona, Spain

31-3-2018

Rudolf Kruse gives a course on Neuronale Netze (in German) for Bachelor Students in SS 2018, see the lecture page for detailed information.

27-3-2018

Rudolf Kruse serves as a member of the advisory board of the journal Fuzzy Sets and Systems.

20-2-2018

Rudolf Kruse was reviewer of the dissertation of M.Sc. Wolfgang Doneit, and he attended the defense at the University of Karlsruhe (KIT).  

13-1-2018

Rudolf Kruse was member of the international jury of the BBVA Foundation Frontiers of Knowledge Awards. The prestigious award in the category Information and Communication Technologies (Price money 400.000 Euro) is given to Goldwasser, Micali, Rivest and Shamir for enabling a secure digital society thanks to modern cryptography

6-1-2018  

Rudolf Kruse was coorganizer  of the workshop on soft-computing at the HICSS'49 at Hawaii.

01-01-2018 

Rudolf Kruse is an  IEEE CIS distinguished lecturer for the period 2018-2020.

01-01-2018

Rudolf Kruse has been  approved as associate editor for the journals on Fuzzy Sets and Systems, Computer Aided Engineering, Applied Logic, Information sciences, Wiley Interdisciplinary: Reviews on Data Mining and Knowledge Discovery, and  Uncertainty,  Fuzziness and Knowledge-Based System

27-11-2017

R. Kruse is Co-Organizer of the CIES Symposium in Honolulu at the IEEE-SSCI 2017 in Honolulu.

23-11-2017

R. Kruse gave an invitational talk at the 27. Workshop on Computational Intelligence, Dortmund entitled “ Decomposable Graphical Models in Industrial Applications”.

20-11-2017

T.T. Nguyen, doctorate of R. Kruse, received the best poster award at the IEEE Conference on Multisensor Fusion and Integration for Intelligent Systems in Daegu, Korea

10-11-2017

R. Kruse is Co Editor of special issue for the Applied Soft Computing  entitled “Applied soft computing for business analytics”.

01-10-2017

Prof. Kruse will continue to give lectures on Computational Intelligence for the next two years. In WS 2017/18 he will give a course on Bayes Networks, see the lecture page for more information.He agrees to serve as  supervisor (Bachelor, Master, Ph.D.), and to accept offers as consultant in academia and industry.

29-09-2017

Rudolf Kruse celebrates his 65 birthday. On this occasion, a festive event and a symposium on the subject of Computational Intelligence took place. See the Colloquium\\'s webpage for schedule, photos, and documents.

Teaching

In SS 2019 Rudolf Kruse gives a course on Fuzzy Systems , Alexander Dockhorn is responsible for the exercises. See the lecture page for more information..

In WS 2018/19 Rudolf Kruse gives a course on Bayes Networks, Alexander Dockhorn is responsible for the exercises. See the lecture page for more information.

In SS 2018 Rudolf Kruse gives a course on Neural Networks and Deep Learning, Alexander Dockhorn is responsible for the exercises. See the lecture page for more information.

Recent Publications

I. Couso, C. Borgelt, E. Hüllermeier, and R. Kruse, Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning. IEEE Comp. Int. Mag. 14(1): 31-44 (2019)

J.-O. Perschewski, T. T. Nguyen, J. Spehr, S. Zug, and R. Kruse. Multi-Source Fusion Using Neural Networks and Genetic Algorithms Towards Ego-Lane Estimation. In S. N. Shahbazov, editor, Proc. of the 7th World Conf. of Soft Computing 2018, page (to appear). Springer, 2019.

T. T. Nguyen, J.-O. Perschewski, F. Engel, J. Kruesemann, J. Sitzmann, J.Spehr, S. Zug, and R. Kruse. Reliability-Aware and Robust Multi-Sensor Fusion Towards Ego-Lane Estimation Using Artifcial Neural Networks. In Eloi Bosse and Galina Rogova, editors, Information quality in Information Fusion and decision making. Springer Nature, 2019.

G. Pasi, R. Kruse, and M. Viviani, Introduction to the Minitrack on Soft Computing: Methods and Applications. In Hawaii International Conference on System Sciences (HICSS) 2018

A. Dockhorn and R. Kruse, Detecting Sensor Dependencies for Building Complementary Model Ensembles.  Proceedings. 28. Workshop Computational Intelligence, Dortmund, 29.-30. November 2018, 2018.

A. Dockhorn, T. Tippelt, and R. Kruse, Model Decomposition for Forward Model Approximation Alexander. In 2018 IEEE Symposium Series on Computational Intelligence (SSCI), 2018, pages 17511757

T. T. Nguyen, J. Spehr, S. Zug, and R. Kruse, Multisource Fusion for Robust Road DetectionUsing Online Estimated Reliabilities, IEEE Transactions on Industrial Informatics 14(11), 2018, pages 4927-4939

A. Dockhorn, M. Frick., Ü. Akkaya, R. Kruse, Predicting Opponent Moves for Improving Hearthstone AI. In: 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2018, pp. 621632, 2018

F. Schmidt, J. Gebhardt, R. Kruse „Decomposable Graphical Models on Learning, Fusion and Revision”. In: L.Zadeh, R. Yager, et. al, Recent Developments and the New Direction in Soft-Computing Foundations and Applications, Springer, pp 439-452, 2018.

T. T. Nguyen, J. Spehr, J. Sitzmann, S. Zug, and R. Kruse. Zuverlassigkeitsschatzung und zuverlassigkeitsbasierte Fusion von Ego-Fahrstreifen fur automatisch Fahrfunktionen. In ITS mobility e.V., editor, AAET - Automatisiertes und Vernetztes Fahren, pages 339-355. ITS mobility e.V, Braunschweig, 2018.

T. T. Nguyen, J. Spehr, D. Vock, M. Baum, S. Zug, and R. Kruse. A GeneralReliability-Aware Fusion Concept Using DST and Supervised Learning with ItsApplications in Multi-Source Road Estimation. In 2018 IEEE Intelligent Vehicles Symposium (IV), 2018.

T. T. Nguyen, J. Spehr, J. Sitzmann, M. Baum, S. Zug, and R. Kruse. ImprovingEgo-Lane Detection by Incorporating Source Reliability. In S. Lee, H. Ko,U. D. Hanebeck, F. Sun, and S. Oh, editors, Multisensor Fusion and Integrationin the Wake of Big Data, Deep Learning and Cyber Physical System, volume501 of Lecture notes in electrical engineering. Springer International Publishing,2018.

A. Dockhorn, C. Doell, M. Hewelt and R. Kruse “A Decision Heuristic for Monte Carlo Tree Search Doppelkopf Agents”. In: 2017 IEEE Symposium Series on Computational Intelligence (SSCI) (2017).

T.Sabsch, C.Braune, A. Dockhorn and R. Kruse “Using a Multiobjective Genetic Algorithm for Curve Approximation”. In: 2017 IEEE Symposium Series on Computational Intelligence (SSCI). 2017.

T. T. Nguyen, J. Spehr, J.-O. Perschewski, F. Engel, S. Zug, and R. Kruse, “Zuverlässigkeitsbasierte Fusion von Fahrstreifeninformationen für Fahrerassistenzfunktionen,” in Proceedings 27. Workshop Computational Intelligence, F. Hoffmann, E. Hüllermeier, and R. Mikut, Eds. Karlsruhe and Karlsruhe: KIT Scientific Publishing, 2017, pp. 3349.

T. T. Nguyen, J. Spehr, J. Xiong, M. Baum, S. Zug, and  R. Kruse, “A Survey of Performance Measures to Evaluate Ego-Lane Estimation and a Novel Sensor-Independent Measure Along with Its Applications,” in IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017, pp. 239246.

T. T. Nguyen, J. Spehr, J. Xiong, M. Baum, S. Zug, and R. Kruse “Online Reliability Assessment and Reliability-Aware Fusion for Ego-Lane Detection Using Influence Diagram and Bayes Filter,” in IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017, pp. 714.

Richard Weber, Cristián Bravo, Rudolf Kruse, Sebastián Maldonado: Special issue "Applied soft computing for business analytics". Appl. Soft Comput. 60: 750-751 (2017)

Alexander Dockhorn, Rudolf Kruse: Combining cooperative and adversarial coevolution in the context of pac-man. CIG 2017: 60-67

 

Curriculum Vitae

 

 

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