Publications

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Martin Ben Ahmed; Niklas Wilming; Martin Atzmueller
Graph Neural Network-Based Measurement Inference on Irregular Sensor Geometries
In: 2023 IEEE 21st International Conference on Industrial Informatics (INDIN). IEEE International Conference on Industrial Informatics (INDIN), Pages …
J.M. Górriz; I. Álvarez-Illán; A. Álvarez-Marquina; J.E. Arco; M. Atzmueller; F. Ballarini; E. Barakova; G. Bologna; P. Bonomini; G. Castellanos-Dominguez; D. Castillo-Barnes; S.B. Cho; R. Contreras; J.M. Cuadra; E. Domínguez; F. Domínguez-Mateos; R.J. Duro; D. Elizondo; A. Fernández-Caballero; E. Fernandez-Jover; M.A. Formoso; N.J. Gallego-Molina; J. Gamazo; J. García González; J. Garcia-Rodriguez; C. Garre; J. Garrigós; A. Gómez-Rodellar; P. Gómez-Vilda; M. Graña; B. Guerrero-Rodriguez; S.C.F. Hendrikse; C. Jimenez-Mesa; M. Jodra-Chuan; V. Julian; G. Kotz; K. Kutt; M. Leming; J. de Lope; B. Macas; V. Marrero-Aguiar; J.J. Martinez; F.J. Martinez-Murcia; R. Martínez-Tomás; J. Mekyska; G.J. Nalepa; P. Novais; D. Orellana; A. Ortiz; D. Palacios-Alonso; J. Palma; A. Pereira; P. Pinacho-Davidson; M.A. Pinninghoff; M. Ponticorvo; A. Psarrou; J. Ramírez; M. Rincón; V. Rodellar-Biarge; I. Rodríguez-Rodríguez; P.H.M.P. Roelofsma; J. Santos; D. Salas-Gonzalez; P. Salcedo-Lagos; F. Segovia; A. Shoeibi; M. Silva; D. Simic; J. Suckling; J. Treur; A. Tsanas; R. Varela; S.H. Wang; W. Wang; Y.D. Zhang; H. Zhu; Z. Zhu; J.M. Ferrández-Vicente
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends
In: Information Fusion, Vol. 100, Pages 1-37, Elsevier, 2023.
Eric Lanfer; Sophia Sylvester; Nils Aschenbruck; Martin Atzmueller
Leveraging Explainable AI Methods Towards Identifying Classification Issues on IDS Datasets
In: Eyuphan Bulut; Florian Tschorsch; Kanchana Thilakarathna (Hrsg.). Proceedings of the 48th IEEE Conference on Local Computer Networks - LCN 2023. …
Jurgen van den Hoogen; Dan Hudson; Stefan Bloemheuvel; Martin Atzmueller
Hyperparameter analysis of wide-kernel CNN architectures in industrial fault detection: an exploratory study
In: International Journal of Data Science and Analytics, Pages 1-22, Springer, 2023.
Stefan Bloemheuvel; Jurgen van den Hoogen; Martin Atzmueller
Graph construction on complex spatiotemporal data for enhancing graph neural network-based approaches
In: International Journal of Data Science and Analytics, Pages 1-18, Springer, 2023.
Andreas Schliebitz; Heiko Tapken; Martin Atzmueller
Preprocessing Ground-Based Hyperspectral Image Data for Improving CNN-based Classification
In: Michael Leyer; Johannes Wichmann (Hrsg.). Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings, Marburg, Germany, October 9-11, 2023. …
Dan Hudson; Ruud JR Den Hartigh; L Rens A Meerhoff; Martin Atzmueller
Explainable Multi-Modal and Local Approaches to Modelling Injuries in Sports Data
In: 2023 IEEE International Conference on Data Mining Workshops (ICDMW). IEEE International Conference on Data Mining Workshops (ICDMW-2023), December …
Timo Markert; Elias Hoerner; Sebastian Matich; Andreas Theissler; Martin Atzmueller
Robotic Peg-in-Hole Insertion with Tight Clearances: A Force-based Deep Q-Learning Approach
In: 2023 International Conference on Machine Learning and Applications (ICMLA). International Conference on Machine Learning and Applications (ICMLA), …
Mouloud Iferroudjene; Corentin Lonjarret; Céline Robardet; Marc Plantevit; Martin Atzmueller
Methods for Explaining Top-N Recommendations Through Subgroup Discovery
In: Data Mining and Knowledge Discovery, Pages 1-40, Springer, 11/2022.
Harihara Bharathy Swaminathan; Aron Sommer; Andreas Becker; Martin Atzmueller
Performance Evaluation of GNSS Position Augmentation Methods for Autonomous Vehicles in Urban Environments
In: Sensors - Open Access Journal (Sensors), Vol. 22, No. 21, Page 8419, MDPI, Basel, Switzerland, 11/2022.