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CD-MAKE 2023, Benevento, Italy
- Andreas Holzinger
, Peter Kieseberg
Machine Learning and Knowledge Extraction - 7th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings. Lecture Notes in Computer Science 14065, Springer 2023, ISBN 978-3-031-40836-6 - Peter Kieseberg
Controllable AI - An Alternative to Trustworthiness in Complex AI Systems? 1-12 - Arne Gevaert
Efficient Approximation of Asymmetric Shapley Values Using Functional Decomposition. 13-30 - Bettina Finzel
Domain-Specific Evaluation of Visual Explanations for Application-Grounded Facial Expression Recognition. 31-44 - Andreas Holzinger
Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning. 45-64 - David Schneeberger
The Tower of Babel in Explainable Artificial Intelligence (XAI). 65-81 - Ryan Dave, Juan S. Angarita-Zapata
Hyper-Stacked: Scalable and Distributed Approach to AutoML for Big Data. 82-102 - Fabian Karl
Transformers are Short-Text Classifiers. 103-122 - Yash Paliwal, Rajarshi Roy, Jean-Raphaël Gaglione, Nasim Baharisangari, Daniel Neider, Xiaoming Duan, Ufuk Topcu, Zhe Xu:
Reinforcement Learning with Temporal-Logic-Based Causal Diagrams. 123-140 - Daniel E. O'Leary
Using Machine Learning to Generate a Dictionary for Environmental Issues. 141-154 - Federico Cabitza, Andrea Campagner, Lorenzo Famiglini, Chiara Natali
Let Me Think! Investigating the Effect of Explanations Feeding Doubts About the AI Advice. 155-169 - Christina Tavolato-Wötzl, Paul Tavolato:
Enhancing Trust in Machine Learning Systems by Formal Methods - With an Application to a Meteorological Problem. 170-187 - Torsten Priebe
Sustainability Effects of Robust and Resilient Artificial Intelligence. 188-199 - Nicolas Lell
The Split Matters: Flat Minima Methods for Improving the Performance of GNNs. 200-226 - Andrei Nascu
Probabilistic Framework Based on Deep Learning for Differentiating Ultrasound Movie View Planes. 227-238 - Sebastian Eresheim, Fabian Kovac
Standing Still Is Not an Option: Alternative Baselines for Attainable Utility Preservation. 239-257 - Andor Diera
Memorization of Named Entities in Fine-Tuned BERT Models. 258-279 - Johannes Scherer, Deepayan Bhowmik
Event and Entity Extraction from Generated Video Captions. 280-300 - Justin Mücke, Daria Waldow, Luise Metzger
Fine-Tuning Language Models for Scientific Writing Support. 301-318
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