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Interpreting Black-box Machine Learning Models for High Dimensional Datasets2023 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Alexander Boden, Christian Beecks, +1 more
19citations -
Bayesian calibration, process modeling and uncertainty quantification in biotechnology2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Gaussian Processes and Bayesian Inference Open access
Laura M. Helleckes, Michael Osthege, Wolfgang Wiechert, Eric von Lieres, Marco Oldiges
4citations -
Performance comparison of optimization methods on variational quantum algorithms2023 Physical Review A article Computer Science Quantum Computing Algorithms and Architecture Open access
Xavier Bonet-Monroig, Hao Wang, Diederick Vermetten, Bruno Senjean, Charles Moussa, Thomas Bäck, +2 more
103citations -
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging2021 IEEE Access article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 2 patents
Md. Rezaul Karim, Jiao Jiao, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz‐Schuhmann, +1 more
62citations -
Orbital transformations to reduce the 1-norm of the electronic structure Hamiltonian for quantum computing applications2021 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access
Emiel Koridon, Saad Yalouz, Bruno Senjean, Francesco Buda, Thomas E. O’Brien, Lucas Visscher
38citations -
On genetic programming representations and fitness functions for interpretable dimensionality reduction2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Thomas Uriot, Marco Virgolin, Tanja Alderliesten, Peter A. N. Bosman
18citations -
PA-PUF: A Novel Priority Arbiter PUF2022 IFIP/IEEE International Conference on Very Large Scale Integration conference-paper Computer Science Physical Unclonable Functions (PUFs) and Hardware Security
Simranjeet Singh, Srinivasu Bodapati, Sachin Patkar, Rainer Leupers, Anupam Chattopadhyay, Farhad Merchant
12citations