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Publication search results
found 174 matches
- 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: 155-169 - Ryan Dave, Juan S. Angarita-Zapata, Isaac Triguero:
Hyper-Stacked: Scalable and Distributed Approach to AutoML for Big Data. CD-MAKE 2023: 82-102 - Andor Diera, Nicolas Lell, Aygul Garifullina, Ansgar Scherp:
Memorization of Named Entities in Fine-Tuned BERT Models. CD-MAKE 2023: 258-279 - Sebastian Eresheim, Fabian Kovac, Alexander C. Adrowitzer:
Standing Still Is Not an Option: Alternative Baselines for Attainable Utility Preservation. CD-MAKE 2023: 239-257 - Bettina Finzel, Ines Rieger, Simon Kuhn, Ute Schmid:
Domain-Specific Evaluation of Visual Explanations for Application-Grounded Facial Expression Recognition. CD-MAKE 2023: 31-44 - Arne Gevaert, Anna Saranti, Andreas Holzinger, Yvan Saeys:
Efficient Approximation of Asymmetric Shapley Values Using Functional Decomposition. CD-MAKE 2023: 13-30 - 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: 45-64 - Fabian Karl, Ansgar Scherp:
Transformers are Short-Text Classifiers. CD-MAKE 2023: 103-122 - 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: 1-12 - Nicolas Lell, Ansgar Scherp:
The Split Matters: Flat Minima Methods for Improving the Performance of GNNs. CD-MAKE 2023: 200-226 - 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: 301-318 - 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: 227-238 - Daniel E. O'Leary, Yangin Yoon:
Using Machine Learning to Generate a Dictionary for Environmental Issues. CD-MAKE 2023: 141-154 - 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: 123-140 - Torsten Priebe, Peter Kieseberg, Alexander C. Adrowitzer, Oliver Eigner, Fabian Kovac:
Sustainability Effects of Robust and Resilient Artificial Intelligence. CD-MAKE 2023: 188-199 - Johannes Scherer, Deepayan Bhowmik, Ansgar Scherp:
Event and Entity Extraction from Generated Video Captions. CD-MAKE 2023: 280-300 - 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: 65-81 - Christina Tavolato-Wötzl, Paul Tavolato:
Enhancing Trust in Machine Learning Systems by Formal Methods - With an Application to a Meteorological Problem. CD-MAKE 2023: 170-187 - Andreas Holzinger, Peter Kieseberg, Federico Cabitza, Andrea Campagner, A Min Tjoa, Edgar R. Weippl:
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. Lecture Notes in Computer Science 14065, Springer 2023, ISBN 978-3-031-40836-6 [contents] - 2022
- Viera Anderková, Frantisek Babic:
How to Reduce the Time Necessary for Evaluation of Tree-Based Models. CD-MAKE 2022: 290-305 - Alain Andres, Esther Villar-Rodriguez, Javier Del Ser:
An Evaluation Study of Intrinsic Motivation Techniques Applied to Reinforcement Learning over Hard Exploration Environments. CD-MAKE 2022: 201-220 - Alessa Angerschmid, Kevin Theuermann, Andreas Holzinger, Fang Chen, Jianlong Zhou:
Effects of Fairness and Explanation on Trust in Ethical AI. CD-MAKE 2022: 51-67 - Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein:
Towards Refined Classifications Driven by SHAP Explanations. CD-MAKE 2022: 68-81 - Frantisek Babic, Viera Anderková, Zvonimir Bosnic, Mile Volaric, Ljiljana Trtica-Majnaric:
SECI Model in Data-Based Procedure for the Assessment of the Frailty State in Diabetic Patients. CD-MAKE 2022: 328-342 - Poornima Belavadi, Johannes Nakayama, André Calero Valdez:
Visualizing Large Collections of URLs Using the Hilbert Curve. CD-MAKE 2022: 270-289 - Federico Cabitza, Andrea Campagner, Lorenzo Famiglini:
Global Interpretable Calibration Index, a New Metric to Estimate Machine Learning Models' Calibration. CD-MAKE 2022: 82-99 - Federico Cabitza, Andrea Campagner, Lorenzo Famiglini, Enrico Gallazzi, Giovanni Andrea La Maida:
Color Shadows (Part I): Exploratory Usability Evaluation of Activation Maps in Radiological Machine Learning. CD-MAKE 2022: 31-50 - André M. Carrington, Paul W. Fieguth, Franz Mayr, Nick D. James, Andreas Holzinger, John W. Pickering, Richard I. Aviv:
The ROC Diagonal is Not Layperson's Chance: A New Baseline Shows the Useful Area. CD-MAKE 2022: 100-113 - Clayton Leroy Chapman, Lars Patrick Hillebrand, Marc Robin Stenzel, Tobias Deußer, David Biesner, Christian Bauckhage, Rafet Sifa:
Towards Generating Financial Reports from Tabular Data Using Transformers. CD-MAKE 2022: 221-232 - Sami Ede, Serop Baghdadlian, Leander Weber, An Nguyen, Dario Zanca, Wojciech Samek, Sebastian Lapuschkin:
Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI. CD-MAKE 2022: 1-18
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