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Julian Belz
Julian Belz
Professor Nelles, Universität Siegen
Verified email at uni-siegen.de
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Year
LMNTOOL–Toolbox zum automatischen Trainieren lokaler Modellnetze
B Hartmann, T Ebert, T Fischer, J Belz, G Kampmann, O Nelles
Proceedings of the 22. Workshop Computational Intelligence (Hoffmann, F …, 2014
322014
Extended deterministic local search algorithm for maximin latin hypercube designs
T Ebert, T Fischer, J Belz, TO Heinz, G Kampmann, O Nelles
2015 IEEE Symposium Series on Computational Intelligence, 375-382, 2015
312015
Interpolation and extrapolation: Comparison of definitions and survey of algorithms for convex and concave hulls
T Ebert, J Belz, O Nelles
2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2014
292014
Automatic modeling with local model networks for benchmark processes
J Belz, T Münker, TO Heinz, G Kampmann, O Nelles
IFAC-PapersOnLine 50 (1), 470-475, 2017
192017
Aerodynamic optimization of centrifugal fans using CFD-trained meta-models
K Bamberger, J Belz, T Carolus, O Nelles
16th International Symposium on Transport Phenomena and Dynamics of Rotating …, 2016
132016
Model extension for model based MIMO control in HVAC systems
D Schwingshackl, J Rehrl, M Horn, J Belz, O Nelles
Journal of Building Engineering 11, 224-229, 2017
92017
Improved incorporation of prior knowledge for regularized FIR model identification
T Münker, J Belz, O Nelles
2018 Annual American Control Conference (ACC), 1090-1095, 2018
72018
Proposal for a function generator and extrapolation analysis
J Belz, O Nelles
2015 International Symposium on Innovations in Intelligent SysTems and …, 2015
72015
Input Selection Using Local Model Network Trees
J Belz, O Nelles
IFAC 19th World Congress, Cape Town, 2014
72014
Development, validation, and application of an optimization scheme for impellers of centrifugal fans using computational fluid dynamics-trained metamodels
K Bamberger, T Carolus, J Belz, O Nelles
Journal of Turbomachinery 142 (11), 2020
62020
Order of experimentation for metamodeling tasks
J Belz, K Bamberger, O Nelles
2016 International Joint Conference on Neural Networks (IJCNN), 4843-4849, 2016
62016
Order determination and input selection with local model networks
J Belz, O Nelles, D Schwingshackl, J Rehrl, M Horn
IFAC-PapersOnLine 50 (1), 7327-7332, 2017
52017
Detektion von Extrapolation
T Ebert, J Belz, O Nelles
Proceedings of the 24. Workshop on Computational Intelligence, Dortmund …, 2014
42014
Goal-oriented active learning with local model networks
J Belz, K Bamberger, O Nelles, T Carolus
Computational and Experimental Studies, 167, 2018
32018
Automated Order Determination Strategies for Nonlinear Dynamic Models
J Belz, TO Heinz, O Nelles
IEEE Symposium on Computational Intelligence in Control and Automation (CICA), 2016
32016
Function Generator Application: Shall Corners be Measured?
J Belz, O Nelles
Proceedings. 25. Workshop Computational Intelligence, Dortmund, 26. - 27 …, 2015
3*2015
Development, validation and application of an optimization scheme for impellers of centrifugal fans using CFD-trained metamodels
K Bamberger, T Carolus, J Belz, O Nelles
Proc. of the International Conference FAN2018, Darmstadt, 2018
22018
Normalized L1 regularization for axis-oblique tree construction algorithms
J Belz, O Nelles
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2017
22017
Design of experiments–combining linear and nonlinear inputs
TO Heinz, J Belz, O Nelles
PROCEEDINGS 27. WORKSHOP COMPUTATIONAL INTELLIGENCE, 211, 0
2
Lokale Modellnetze zur Selektion von Einflussgrößen
J Belz, O Nelles
Proceedings 23. Workshop Computational Intelligence 46, 265--280, 2013
12013
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