E-grāmata: 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

Controllable AI - An alternative to trustworthiness in complex AI
systems?.- Efficient approximation of Asymmetric Shapley Values using
Functional Decomposition.- Domain-Specific Evaluation of Visual Explanations
for Application-Grounded Facial Expression Recognition.- Human-in-the-Loop
Integration of Domain-Knowledge Graphs for Explainable and Federated Deep
Learning.- The Tower of Babel in explainable Artificial Intelligence
(XAI).- Hyper-Stacked: Scalable and Distributed Approach to AutoML for Big
Data.- Transformers are Short-text Classifiers.- Reinforcement Learning with
Temporal-Logic-Based Causal Diagrams.- Using Machine Learning to Generate an
ESG Dictionary.- Let me think! Investigating the effect of explanations
feeding doubts about the AI advice.- Enhancing Trust in Machine Learning
Systems by Formal Methods.- Sustainability Effects of Robust and Resilient
Artificial Intelligence.- The Split Matters: Flat Minima Methodsfor Improving
the Performance of GNNs.- Probabilistic framework based on Deep Learning for
differentiating ultrasound movie view planes.- Standing Still is Not An
Option: Alternative Baselines for Attainable Utility
Preservation.- Memorization of Named Entities in Fine-tuned BERT
Models.- Event and Entity Extraction from Generated Video
Captions.- Fine-Tuning Language Models for Scientific Writing Support.