Publikationen

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.

Parisa Shayan; Martin Atzmueller; Menno van Zaanen

Assessing the Influence of Time on Features for the Prediction of User Dropout

In: Proc. IEEE International Conference on Tools with Artificial Intelligence. International Conference on Tools with Artificial Intelligence (AAAI SSS), IEEE, 2022.

Parisa Shayan; Menno van Zaanen; Martin Atzmueller

Predicting User Dropouts from their Online Learning Behavior

In: Proc. International Conference on Discovery Science. International Conference on Discovery Science, <undefined>, Springer, 2022.

Stefan Bloemheuvel; Jurgen van den Hoogen; Dario Jozinovic; Alberto Michelini; Martin Atzmueller

Graph neural networks for multivariate time series regression with application to seismic data

In: International Journal of Data Science and Analytics, Pages 1-16, Springer, 8/2022.

Timo Markert; Sebastian Matich; Daniel Neykov; Markus Muenig; Andreas Theissler; Martin Atzmueller

Visual Detection of Tiny and Transparent Objects for Autonomous Robotic Pick-and-Place Operations

In: Proc. IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2022). IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2022.

Timo Markert; Sebastian Matich; Elias Hoerner; Jonas Pfannes; Andreas Theissler; Martin Atzmueller

Comparing Human Haptic Perception and Robotic Force/Torque Sensing in a Simulated Surgical Palpation Task

In: Proc. of the 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022). IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE, 10/2022.

Martin Atzmueller; Rushed Kanawati

Explainability in Cyber-Security using Complex Network Analysis: A Brief Methodological Overview

In: Proceedings of 2022 European Interdisciplinary Cybersecurity Conference EICC 2022. European Interdisciplinary Cybersecurity Conference (EICC-2022), June 15-16, Barcelona, Spain, Pages 49-52, ISBN 978-1-4503-9603-5, ACM, New York, 7/2022.

Dan Hudson; Travis J. Wiltshire; Martin Atzmueller

Visualization Methods for Exploratory Subgroup Discovery on Time Series Data

In: Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence. Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI-2022), located at 9th International Work-Conference on the Interplay between Natural and Artificial Computation (IWINAC2022), June 1, Puerto de la Cruz, Tenerife, Spain, Pages 34-44, Lecture Notes in Computer Science (LNCS), Vol. 13259, Springer, Cham, 5/2022.

Kai Krämer; Ludger van Elst; Asier Arteaga

Traveling Salesman Problem: A Case Study of a Scheduling Problem in a Steelmaking Plant

In: Ludger van Elst; Tulay Caglayan Ozlu; Kurosh Madani (Hrsg.). Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics - Volume 1: ETCIIM. International Workshop on Emerging Trends and Case-Studies in Industry 4.0 and Intelligent Manufacturing (ETCIIM-2022), located at 3rd International Conference on Innovative Intelligent Industrial Production and Logistics, Pages 291-296, ISBN 978-989-758-612-5, SciTePress, 2022.

Josip Josifovski; Mohammadhossein Malmir; Noah Klarmann; Bare Luka Zagar; Nicolás Navarro-Guerrero; Alois Knoll

Analysis of Randomization Effects on Sim2Real Transfer in Reinforcement Learning for Robotic Manipulation Tasks

In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), October 23-27, Kyoto, Japan, Pages 10193-10200, ISBN 978-1-66547-927-1, IEEE, 10/2022.