Abstract is missing.
- Controllable AI - An Alternative to Trustworthiness in Complex AI Systems?Peter Kieseberg, Edgar R. Weippl, A Min Tjoa, Federico Cabitza, Andrea Campagner, Andreas Holzinger. 1-12 [doi]
- Efficient Approximation of Asymmetric Shapley Values Using Functional DecompositionArne Gevaert, Anna Saranti, Andreas Holzinger, Yvan Saeys. 13-30 [doi]
- Domain-Specific Evaluation of Visual Explanations for Application-Grounded Facial Expression RecognitionBettina Finzel, Ines Rieger, Simon Kuhn, Ute Schmid. 31-44 [doi]
- Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep LearningAndreas Holzinger, Anna Saranti, Anne-Christin Hauschild, Jacqueline Michelle Beinecke, Dominik Heider, Richard Röttger, Heimo Müller, Jan Baumbach, Bastian Pfeifer. 45-64 [doi]
- The Tower of Babel in Explainable Artificial Intelligence (XAI)David Schneeberger, Richard Röttger, Federico Cabitza, Andrea Campagner, Markus Plass, Heimo Müller, Andreas Holzinger. 65-81 [doi]
- Hyper-Stacked: Scalable and Distributed Approach to AutoML for Big DataRyan Dave, Juan S. Angarita-Zapata, Isaac Triguero. 82-102 [doi]
- Transformers are Short-Text ClassifiersFabian Karl, Ansgar Scherp. 103-122 [doi]
- Reinforcement Learning with Temporal-Logic-Based Causal DiagramsYash Paliwal, Rajarshi Roy 0002, Jean-Raphaël Gaglione, Nasim Baharisangari, Daniel Neider, Xiaoming Duan, Ufuk Topcu, Zhe Xu 0005. 123-140 [doi]
- Using Machine Learning to Generate a Dictionary for Environmental IssuesDaniel E. O'Leary, Yangin Yoon. 141-154 [doi]
- Let Me Think! Investigating the Effect of Explanations Feeding Doubts About the AI AdviceFederico Cabitza, Andrea Campagner, Lorenzo Famiglini, Chiara Natali, Valerio Caccavella, Enrico Gallazzi. 155-169 [doi]
- Enhancing Trust in Machine Learning Systems by Formal Methods - With an Application to a Meteorological ProblemChristina Tavolato-Wötzl, Paul Tavolato. 170-187 [doi]
- Sustainability Effects of Robust and Resilient Artificial IntelligenceTorsten Priebe, Peter Kieseberg, Alexander Adrowitzer, Oliver Eigner, Fabian Kovac. 188-199 [doi]
- The Split Matters: Flat Minima Methods for Improving the Performance of GNNsNicolas Lell, Ansgar Scherp. 200-226 [doi]
- Probabilistic Framework Based on Deep Learning for Differentiating Ultrasound Movie View PlanesAndrei Nascu, Smaranda Belciug, Anca-Maria Istrate-Ofiteru, Dominic Gabriel Iliescu. 227-238 [doi]
- Standing Still Is Not an Option: Alternative Baselines for Attainable Utility PreservationSebastian Eresheim, Fabian Kovac, Alexander Adrowitzer. 239-257 [doi]
- Memorization of Named Entities in Fine-Tuned BERT ModelsAndor Diera, Nicolas Lell, Aygul Garifullina, Ansgar Scherp. 258-279 [doi]
- Event and Entity Extraction from Generated Video CaptionsJohannes Scherer, Deepayan Bhowmik, Ansgar Scherp. 280-300 [doi]
- Fine-Tuning Language Models for Scientific Writing SupportJustin Mücke, Daria Waldow, Luise Metzger, Philipp Schauz, Marcel Hoffmann, Nicolas Lell, Ansgar Scherp. 301-318 [doi]