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

AvAndreas Holzinger,Peter Kieseberg

Häftad, Engelska, 2023

Del 14065 i serien Lecture Notes in Computer Science

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Beskrivning

This volume LNCS-IFIP constitutes the refereed proceedings of the 7th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2023 in Benevento, Italy, during August 28 – September 1, 2023.

Produktinformation

Utgivningsdatum:2023-08-23
Mått:155 x 235 x 19 mm
Vikt:511 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:320
Förlag:Springer International Publishing AG
ISBN:9783031408366

Utforska kategorier

Programvaruutveckling inom Data och IT
Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

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.