CD-MAKE

Keyphrases

Publications

2023

Daniel E. O'Leary, Yangin Yoon
Using Machine Learning to Generate a Dictionary for Environmental Issues. CD-MAKE (2023)
Torsten Priebe, Peter Kieseberg, Alexander Adrowitzer, Oliver Eigner, Fabian Kovac
Sustainability Effects of Robust and Resilient Artificial Intelligence. CD-MAKE (2023)
Andreas Holzinger, Anna Saranti, Anne-Christin Hauschild, Jacqueline Michelle Beinecke, Dominik Heider, Richard Röttger, Heimo Müller, Jan Baumbach, Bastian Pfeifer
Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning. CD-MAKE (2023)
Bettina Finzel, Ines Rieger, Simon Kuhn, Ute Schmid
Domain-Specific Evaluation of Visual Explanations for Application-Grounded Facial Expression Recognition. CD-MAKE (2023)
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. CD-MAKE (2023)
Fabian Karl, Ansgar Scherp
Transformers are Short-Text Classifiers. CD-MAKE (2023)
Arne Gevaert, Anna Saranti, Andreas Holzinger, Yvan Saeys
Efficient Approximation of Asymmetric Shapley Values Using Functional Decomposition. CD-MAKE (2023)
Nicolas Lell, Ansgar Scherp
The Split Matters: Flat Minima Methods for Improving the Performance of GNNs. CD-MAKE (2023)
David Schneeberger, Richard Röttger, Federico Cabitza, Andrea Campagner, Markus Plass, Heimo Müller, Andreas Holzinger
The Tower of Babel in Explainable Artificial Intelligence (XAI). CD-MAKE (2023)
Andrei Nascu, Smaranda Belciug, Anca-Maria Istrate-Ofiteru, Dominic Gabriel Iliescu
Probabilistic Framework Based on Deep Learning for Differentiating Ultrasound Movie View Planes. CD-MAKE (2023)
Johannes Scherer, Deepayan Bhowmik, Ansgar Scherp
Event and Entity Extraction from Generated Video Captions. CD-MAKE (2023)
Ryan Dave, Juan S. Angarita-Zapata, Isaac Triguero
Hyper-Stacked: Scalable and Distributed Approach to AutoML for Big Data. CD-MAKE (2023)
Justin Mücke, Daria Waldow, Luise Metzger, Philipp Schauz, Marcel Hoffmann, Nicolas Lell, Ansgar Scherp
Fine-Tuning Language Models for Scientific Writing Support. CD-MAKE (2023)
Peter Kieseberg, Edgar R. Weippl, A Min Tjoa, Federico Cabitza, Andrea Campagner, Andreas Holzinger
Controllable AI - An Alternative to Trustworthiness in Complex AI Systems? CD-MAKE (2023)
Christina Tavolato-Wötzl, Paul Tavolato
Enhancing Trust in Machine Learning Systems by Formal Methods - With an Application to a Meteorological Problem. CD-MAKE (2023)
Andor Diera, Nicolas Lell, Aygul Garifullina, Ansgar Scherp
Memorization of Named Entities in Fine-Tuned BERT Models. CD-MAKE (2023)
Sebastian Eresheim, Fabian Kovac, Alexander Adrowitzer
Standing Still Is Not an Option: Alternative Baselines for Attainable Utility Preservation. CD-MAKE (2023)
Federico Cabitza, Andrea Campagner, Lorenzo Famiglini, Chiara Natali, Valerio Caccavella, Enrico Gallazzi
Let Me Think! Investigating the Effect of Explanations Feeding Doubts About the AI Advice. CD-MAKE (2023)

volume 14065, 2023

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 CD-MAKE 14065 (2023)

2022

volume 13480, 2022

Machine Learning and Knowledge Extraction - 6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2022, Vienna, Austria, August 23-26, 2022, Proceedings CD-MAKE 13480 (2022)

2021

volume 12844, 2021

Machine Learning and Knowledge Extraction - 5th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2021, Virtual Event, August 17-20, 2021, Proceedings CD-MAKE 12844 (2021)