Machine Learning and Knowledge Extraction

Machine Learning and Knowledge Extraction portes grátis

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

Weippl, Edgar; Tjoa, A Min; Holzinger, Andreas; Kieseberg, Peter; Cabitza, Federico; Campagner, Andrea

Springer International Publishing AG

08/2023

320

Mole

Inglês

9783031408366

15 a 20 dias

Descrição não disponível.
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.
artificial intelligence;computer networks;computer science;computer systems;computer vision;cyber-insurance;risk management;risk modelling;Application of social network analysis techniques;Security and Privacy;interactive Machine Learning;Automatic User Interface Generation;Semantic Web;Internet of Everything;User Interface Ontologies;Commercial Exchange;Natural Language Generation;Sentiment Analysis;Text classification;Metric Spaces