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Thiago Rios
Thiago Rios
Scientist, Honda Research Institute Europe GmbH
Bestätigte E-Mail-Adresse bei honda-ri.de
Titel
Zitiert von
Zitiert von
Jahr
On the Efficiency of a Point Cloud Autoencoder as a Geometric Representation for Shape Optimization
T Rios, T Bäck, B van Stein, B Sendhoff, S Menzel
2019 IEEE Symposium Series on Computational Intelligence (SSCI), 791-798, 2019
132019
Feature Visualization for 3D Point Cloud Autoencoders
T Rios, B van Stein, S Menzel, T Back, B Sendhoff, P Wollstadt
2020 International Joint Conference on Neural Networks (IJCNN), 1-9, 2020
122020
On the performance of oversampling techniques for class imbalance problems
J Kong, T Rios, W Kowalczyk, S Menzel, T Bäck
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 84-96, 2020
82020
Multitask Shape Optimization Using a 3-D Point Cloud Autoencoder as Unified Representation
T Rios, B van Stein, T Bäck, B Sendhoff, S Menzel
IEEE Transactions on Evolutionary Computation 26 (2), 206-217, 2021
72021
Scalability of Learning Tasks on 3D CAE Models Using Point Cloud Autoencoders
T Rios, P Wollstadt, B van Stein, T Bäck, Z Xu, B Sendhoff, S Menzel
2019 IEEE Symposium Series on Computational Intelligence (SSCI), 1367-1374, 2019
72019
Exploiting Local Geometric Features in Vehicle Design Optimization with 3D Point Cloud Autoencoders
T Rios, B van Stein, P Wollstadt, T Bäck, B Sendhoff, S Menzel
2021 IEEE Congress on Evolutionary Computation (CEC), 514-521, 2021
32021
Back To Meshes: Optimal Simulation-ready Mesh Prototypes For Autoencoder-based 3D Car Point Clouds
T Rios, J Kong, B van Stein, T Bäck, P Wollstadt, B Sendhoff, S Menzel
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 942-949, 2020
22020
Learning Time-Series Data of Industrial Design Optimization using Recurrent Neural Networks
S Saha, T Rios, S Menzel, B Sendhoff, T Bäck, X Yao, Z Xu, P Wollstadt
2019 International Conference on Data Mining Workshops (ICDMW), 785-792, 2019
22019
Exploiting Generative Models for Performance Predictions of 3D Car Designs
S Saha, T Rios, LL Minku, BV Stein, P Wollstadt, X Yao, T Back, ...
2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-9, 2021
12021
Point2FFD: Learning Shape Representations of Simulation-Ready 3D Models for Engineering Design Optimization
T Rios, B Van Stein, T Bäck, B Sendhoff, S Menzel
2021 International Conference on 3D Vision (3DV), 1024-1033, 2021
2021
Optimal Evolutionary Optimization Hyper-parameters to Mimic Human User Behavior
S Saha, T Rios, LL Minku, X Yao, Z Xu, B Sendhoff, S Menzel
2019 IEEE Symposium Series on Computational Intelligence (SSCI), 858-866, 2019
2019
Development of a fuel-saving algorithm for a vehicle's driver assistant system
TJA Rios
2018
SPECIAL ISSUE ON MULTITASK EVOLUTIONARY COMPUTATION
T Rios, B van Stein, T Bäck, B Sendhoff, S Menzel, AD Martinez, J Del Ser, ...
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