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Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
3citations -
Blind Signal Recognition Method of STBC Based on Multi-channel Convolutional Neural Network2022 IEEE Vehicular Technology Conference conference-paper Computer Science Wireless Signal Modulation Classification
Yuting Guy, Yu Wangy, Bamidele Adebisiz, Guan Guiy, Haris Gacaninyy, Hikmet Sariy
3citations -
Addressing the multiplicity of solutions in optical lens design as a niching evolutionary algorithms computational challenge2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Anna V. Kononova, Ofer M. Shir, Teus W. Tukker, Pierluigi Frisco, Shutong Zeng, Thomas Bäck
3citations -
Identifying and Predicting Postoperative Infections Based on Readily Available Electronic Health Record Data2023 Studies in health technology and informatics book-chapter Computer Science Machine Learning in Healthcare Open access
Siri Lise van der Meijden, Anna M van Boekel, Laurens Schinkelshoek, Harry van Goor, Mark G. J. de Boer, Ewout Willem Steyerberg, +2 more
3citations -
Medical Foundation Models are Susceptible to Targeted Misinformation Attacks2023 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Sven Nebelung, Firas Khader, Tianci Wang, Gustav Mueller-Franzes, Christiane Katharina Kuhl, Sebastian Försch, +5 more
2citations -
A Comparison of Two Sigma Point Kalman Filters for Adaptive Cross-phase Cavity Pressure Control in Injection Molding2022 IFAC-PapersOnLine article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access
Marko Vukovic, Sebastian Stemmler, Dirk Abel, Katharina Hornberg, Christian Hopmann
2citations -
Machine-readable specification and intelligent cloud-based execution of logical test cases for automated driving functions2024 Automated Software Engineering article Computer Science Software Testing and Debugging Techniques Open access
Max‐Arno Meyer, Mehdi Zouari, Sebastian Bannenberg, Markus Deppe, Sébastien Christiaens, Sung-Yong Lee, +1 more
2citations -
Linking microstructure informatics with characterization knowledge in additively manufactured composites through customized and hybrid vision-language representations for automated qualification2025 Advanced Engineering Informatics article Computer Science Multimodal Machine Learning Applications Open access
Mutahar Safdar, Gentry Wood, Max Zimmermann, Guy Lamouche, Priti Wanjara, Yaoyao Fiona Zhao
2citations -
Reinforcement Learning for Quality-Oriented Production Process Parameter Optimization Based on Predictive Models2023 Advances in transdisciplinary engineering book-chapter Computer Science Reinforcement Learning in Robotics Open access
Akshay Paranjape, Nils Plettenberg, Markus Ohlenforst, Robert Heinrich Schmitt
2citations -
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access
Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia A. I. Åkerlund, Lindsay Wilson, Robert David Stevens, David Krishna Menon, +3 more
2citations -
Joint Convexity of Error Probability in Blocklength and Transmit Power in the Finite Blocklength Regime2022 RWTH Publications (RWTH Aachen) article Computer Science Error Correcting Code Techniques Open access
Yao Pan Zhu, Yulin Hu, Xiaopeng Yuan, M. Cenk Gursoy, H. Vincent Poor, Anke Schmeink
2citations -
Adaptive surface geometry determination in multi-material x-ray computed tomography using fringe projection2021 Measurement Science and Technology article Computer Science Optical measurement and interference techniques
Jonas Großeheide, Kilian Geiger, Ânderson Schmidt, Calvin Bütow, Benjamin Montavon, Robert Heinrich Schmitt
2citations -
Monoplanar CT Reconstruction with GANs2022 International Conference on Image Processing Theory, Tools and Applications (IPTA) conference-paper Computer Science Generative Adversarial Networks and Image Synthesis
Justus Schock, Yu-Chia Lan, Daniel Truhn, Marcin Kopaczka, Stefan Conrad, Sven Nebelung, +1 more
2citations -
Efficient Malicious Traffic Classification Methods based on Semi-supervised Learning2022 International Conference on Dependable Systems and Their Applications (DSA) conference-paper Computer Science Network Security and Intrusion Detection
Xiaoyi Hu, Jie Yin, Jie Yang, Bamidele Adebisi, Haris Gacanin
2citations -
Hyperparameter Optimization and Neuroevolution with Binary Quadratic Meta-heuristics and Evolution Strategies2023 IEEE Congress on Information Science and Technology (CiSt) conference-paper Computer Science Metaheuristic Optimization Algorithms Research
David Von Dollen, Reuben Brasher, Florian Neukart, Thomas Bäck
2citations