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Thomas Weise


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Thomas Weise

 

Telephone: (0551) 63600754

E-Mail: tweise@ustc.edu.cn

Personal Website: http://www.it-weise.de/

Laboratory: Nature Inspired Computation and Applications Laboratory (NICAL)

Research Interests:

Evolutionary Computation, Genetic Programming, Transportation Planning, Logistics, Large-Scale Optimization, Numerical Optimization, Data Mining, Service-Oriented Architectures (SOAs)

 

Thomas Weise is a computer scientist who researches in the area of Evolutionary Computation. He obtained his PhD degree in 2009 at the University of Kassel in Germany and his PhD thesis received the Dissertation Award of the Association of German Engineers (VDI) Nordhessen. Dr. Weise has authored more than 50 peer-reviewed scientific papers, eleven of which are journal articles. He acted as committee member, organizer, board or editorial member, or reviewer for over 30 conferences and 12 journals. He is furthermore the author of the free electronic book “Global Optimization Algorithms — Theory and Application” which serves as teaching material for courses on optimization and as a basic introduction on the subject area for students worldwide.

Dr. Weise contributed to real-world applications such as “Genomics: Evolutionary Freight Transportation Planning” which was developed for the DHL. It is a major showcase for the high practical utility Evolutionary Computation. Dr. Weise furthermore contributed to the research in Service Oriented Architectures (SOAs) and successfully participated in the international Web Service Challenge (which he now advises) multiple times.

 

 

Academic Services:

[01] Co-Chair: Special Session: Web Services Challenge (WS-Challenge) at the 12th IEEE Conference on Commerce and Enterprise Computing (CEC'10), November 2010, Shanghai, China.
[02] Co-Chair: Special Session on Evolutionary Computing of the 9th IEEE International Conference on Cognitive Informatics (ICCI 2010), July 2010, Beijing, China.
[03] Co-Chair: Web Service Challenge (WSC 2009), part of IEEE Conference on E-Commerce Technology (CEC'09), July 2009, Vienna, Austria.
[04] Co-Chair: Web Service Challenge (WSC 2008), part of IEEE Joint Conference on E-Commerce Technology (CEC'08) and Enterprise Computing, E-Commerce and E-Services (EEE'08), July 2008, Washington, D.C., USA.
[05] Session Chair: The 2010 International Workshop on Nature Inspired Computation and Applications (IWNICA'10), October 2010, Hefei, Anhui, China.
[06] Organizer and Chair: 2nd Kassel Student Workshop on Security in Distributed Systems (KaSWoSDS'09), February 2009, Kassel, Germany.
[07] Organizer and Chair: 1st Kassel Student Workshop on Security in Distributed Systems (KaSWoSDS'08), February 2008, Kassel, Germany.
[08] Invited Member of Panel Discussion: 9th IEEE International Conference on Cognitive Informatics (ICCI 2010), July 2010, Beijing, China.
[09] Organization Comittee Member: Computer Science Day (Tag der Informatik), July 2006, University of Kassel.
[10] Program Committee: 2nd Workshop on Heuristic Methods for the Design, Deployment, and Reliability of Networks and Network Applications (HEUNET 2011), July 2010, Munich, Germany.
[11] Program Committee: Genetic and Evolutionary Computation Conference 2011 (GECCO-2011), July 2011, Dublin, Ireland.
[12] Program Committee: 2011 IEEE Congress on Evolutionary Computation (IEEE CEC 2011), June 2011, New Orleans, Louisiana, USA.
[13] Program Committee: 2011 IEEE Workshop on Computational Intelligence in Production and Logistics Systems, April 2011, Paris, France.
[14] Program Committee: 9th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2010), August 2010, Yamagata, Japan.
[15] Program Committee: Genetic and Evolutionary Computation Conference 2010 (GECCO-2010), July 2010, Portland, Oregon, USA.
[16] Program Committee: The Second Workshop on Heuristic Methods for the Design, Deployment, and Reliability of Networks and Network Applications (HEUNET), July 2010, Seoul, Korea.
[17] Program Committee: 9th IEEE/ACIS International Conference on Computer and Information Science (IEEE/ACIS ICIS 2010), August 2010, Yamagata, Japan.
[18] Program Committee: 1st ICSE Workshop on Software Engineering for Sensor Network Applications (SESENA), held under the umbrella of ICSE'2010, May 2010, Cape Town, South Africa.
[19] Program Committee: Genetic and Evolutionary Computation Conference (GECCO'09), July 2009, Montreal, Canada.
[20] Program Committee: Workshop on Heuristic Methods for the Design, Deployment, and Reliability of Networks and Network Applications (HEUNET 2008), July/August 2008, Turku, Finland.

 

 Awards

   
[01]  “Dissertationspreis des VDI-Nordhessen”, best Ph.D. Thesis Award of the Association of German Engineers Nordhessen, 2011.
[02] Ranked 1st at the international Web Service Challenge (WSC'06, San Francisco, USA, IEEE).
[03] Ranked 2nd at the international Web Service Challenge (WSC'07, Tokyo, USA, IEEE).
[04]

Ranked 3rd at the international Web Service Challenge (WSC'08, Washington, USA, IEEE).

 

 Major Publications

All papers listed here can also be found at http://www.it-weise.de/ and their abstracts can be reached by clicking the "abstract" links.

 

 

Journal Articles:

[01] Y.X.Wang, B.Widrow, B. Zhang, W. Kinsner, K. Sugawara, F.C. Sun, J.H. Lu, T. Weise, and D. Zhang. Perspectives on the Field of Cognitive Informatics and Its Future Development, The International Journal of Cognitive Informatics and Natural Intelligence (IJCINI) 5(1), 2011, published by IGI Global: New York, NY, USA. Accepted. abstract
[02] T. Weise and R. Chiong. A Novel Extremal Optimisation Algorithm for the Template Design Problem, International Journal of Organizational and Collective Intelligence (IJOCI), published by IGI Global: New York, USA. In press. abstract
[03] T. Weise and K. Tang. Evolving Distributed Algorithms with Genetic Programming, IEEE Transactions on Evolutionary Computation, 2011, published by IEEE Computer Society: Piscataway, NJ, USA. Accepted. abstract
[04] P. Wang, T. Weise, and R. Chiong. Novel Evolutionary Algorithms for Supervised Classification Problems: An Experimental Study, Evolutionary Intelligence 4(1):3—16, 2011, published by Springer: Berlin, Germany. abstract
[05] Y. Wang, B. Li, T. Weise, J.Y. Wang, B. Yuan, and Q.J. Tian. Self-Adaptive Learning based Particle Swarm Optimization, Information Sciences, published by Elsevier: Essex, UK. In press. abstract
[06] Y.Wang, B. Li, and T. Weise. Estimation of Distribution and Differential Evolution Cooperation for Large-Scale Economic Load Dispatch Optimization of Power Systems, Information Sciences 180(12):2405—2420, February 2010, published by Elsevier: Essex, UK. abstract
[07] T. Weise, A. Podlich, M. Menze, and C. Gorldt. Optimierte Güterverkehrsplanung mit Evolutionären Algorithmen, Industrie Management 25(3), June 2009, published by GITO mbH: Berlin, Germany. abstract
[08] R. Chiong and T. Weise. Global Optimisation and Mobile Learning, IEEE Learning Technology, LTTF Newsletter 11(1—2), April 2009, published by IEEE, Technical Committee on Learning Technology. abstract
[09] T. Weise, M. Zapf, M.U. Khan, and K. Geihs. Combining Genetic Programming and Model-Driven Development, International Journal of Computational Intelligence and Applications (IJCIA) 8(1), March 2009, published by Imperial College Press Co.: London, UK. abstract
[10] S. Bleul, T. Weise, and K. Geihs. An Ontology for Quality-Aware Service Discovery, International Journal of Computer Systems Science and Engineering (CSSE) 21(4), July 2006, published by CRL Publishing Limited: Leicester, UK. abstract

 
 

 Recent Refereed Conference and Workshop Papers:

[01] X.N. Fan, K. Tang, and T. Weise. Margin-Based Over-Sampling Method for Learning From Imbalanced Datasets, 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'11), Shenzhen, Guangdong, China, May 2011, published by Springer: Berlin, Germany. abstract
[02] T. Weise, S. Niemczyk, R. Chiong, and M.X. Wan. A Framework for Multi-Model EDAs with Model Recombination, Proceedings of the 4th European Event on Bio-Inspired Algorithms for Continuous Parameter Optimisation (EvoNUM'11), in Proceedings of the European Conference on the Applications of Evolutionary Computation (EvoAPPLICATIONS'11), Torinom, Italy, April 2011, published by Springer: Berlin, Germany. abstract
[03] M.X. Wan, T. Weise, and K. Tang. Novel Loop Structures and the Evolution of Mathematical Algorithms, Proceedings of the 14th European Conference on Genetic Programming (EuroGP'11), Torinom, Italy, April 2011, published by Springer: Berlin, Germany. abstract
[04] M.B. Blake, T. Weise, and S. Bleul. WSC-2010: Web Services Composition and Evaluation, IEEE International Conference on Service-Oriented Computing and Applications (SOCA'10), Perth, Australia, December 2010, published by IEEE Computer Society: Piscataway, NJ, USA. abstract
[05] X. Yu, T. Weise, and K. Tang. QoS-Aware Semantic Web Service Composition for SOAs, IEEE International Conference on Service-Oriented Computing and Applications (SOCA'10), Perth, Australia, December 2010, published by IEEE Computer Society: Piscataway, NJ, USA. abstract
[06] W.X. Chen, T. Weise, Z.Y. Yang, and K. Tang. Large-Scale Global Optimization using Cooperative Coevolution with Variable Interaction Learning, 11th International Conference on Parallel Problem Solving From Nature (PPSN'10), pages 300—309, Krakow, Poland, September 2010, published by Springer: Berlin, Germany. abstract
[07] Y.X. Wang, B. Widrow, B. Zhang, W. Kinsner, K. Sugawara, F.C. Sun, T. Weise, Y.X. Zhong, and D. Zhang. Perspectives on Cognitive Informatics and Its Future Development: Summary of Plenary Panel II of IEEE ICCI'10, 9th IEEE International Conference on Cognitive Informatics (ICCI'10), pages 17—25, Beijing, China, July 2010, published by IEEE: Los Alamitos, CA, USA. abstract
[08] P. Wang, E.P.K. Tsang, T. Weise, K. Tang and X. Yao. Using GP to Evolve Decision Rules for Classification in Financial Data Sets, 9th IEEE International Conference on Cognitive Informatics (ICCI'10), pages 722—727, Beijing, China, July 2010, published by IEEE: Los Alamitos, CA, USA. abstract
[09] T. Weise and R. Chiong. Evolutionary Data Mining Approaches for Rule-based and Tree-based Classifiers, 9th IEEE International Conference on Cognitive Informatics (ICCI'10), pages 722—727, Beijing, China, July 2010, published by IEEE: Los Alamitos, CA, USA. abstract
[10] T. Weise and L. Niu, and K. Tang. AOAB — Automated Optimization Algorithm Benchmarking, Genetic and Evolutionary Computation Conference (GECCO'10), pages 1479—1486, Portland, OR, USA, July 2010, published by ACM Press: New York, USA. abstract

 

 

Books:

[01] T. Weise. Global Optimization Algorithms — Theory and Application. Self-published e-book, 2006—2011, http://www.it-weise.de/projects/book.pdf.
[02] Variants of Evolutionary Algorithms for Real-World Applications by R. Chiong, T. Weise, and Z. Michalewicz, eds, 2011, published by Springer: Berlin, Germany. To appear. abstract 

 


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