Abstract is missing.
- Explain to Not Forget: Defending Against Catastrophic Forgetting with XAISami Ede, Serop Baghdadlian, Leander Weber, An Nguyen, Dario Zanca, Wojciech Samek, Sebastian Lapuschkin. 1-18 [doi]
- Approximation of SHAP Values for Randomized Tree EnsemblesMarkus Loecher, Dingyi Lai, Wu Qi. 19-30 [doi]
- Color Shadows (Part I): Exploratory Usability Evaluation of Activation Maps in Radiological Machine LearningFederico Cabitza, Andrea Campagner, Lorenzo Famiglini, Enrico Gallazzi, Giovanni Andrea La Maida. 31-50 [doi]
- Effects of Fairness and Explanation on Trust in Ethical AIAlessa Angerschmid, Kevin Theuermann, Andreas Holzinger, Fang Chen 0001, Jianlong Zhou. 51-67 [doi]
- Towards Refined Classifications Driven by SHAP ExplanationsYusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein. 68-81 [doi]
- Global Interpretable Calibration Index, a New Metric to Estimate Machine Learning Models' CalibrationFederico Cabitza, Andrea Campagner, Lorenzo Famiglini. 82-99 [doi]
- The ROC Diagonal is Not Layperson's Chance: A New Baseline Shows the Useful AreaAndré M. Carrington, Paul W. Fieguth, Franz Mayr, Nick D. James, Andreas Holzinger, John W. Pickering, Richard I. Aviv. 100-113 [doi]
- Debiasing MDI Feature Importance and SHAP Values in Tree EnsemblesMarkus Loecher. 114-129 [doi]
- The Influence of User Diversity on Motives and Barriers when Using Health Apps - A Conjoint Investigation of the Intention-Behavior GapEva Rössler, Patrick Halbach, Laura Burbach, Martina Ziefle, André Calero Valdez. 130-149 [doi]
- Identifying Fraud Rings Using Domain Aware Weighted Community DetectionShaik Masihullah, Meghana Negi, Jose Matthew, Jairaj Sathyanarayana. 150-167 [doi]
- Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design GenerationTomas Cabezon Pedroso, Javier Del Ser, Natalia Díaz Rodríguez. 168-187 [doi]
- Semantic Causal Abstraction for Event PredictionSasha Strelnikoff, Aruna Jammalamadaka, Tsai-Ching Lu. 188-200 [doi]
- An Evaluation Study of Intrinsic Motivation Techniques Applied to Reinforcement Learning over Hard Exploration EnvironmentsAlain Andres, Esther Villar-Rodriguez, Javier Del Ser. 201-220 [doi]
- Towards Generating Financial Reports from Tabular Data Using TransformersClayton Leroy Chapman, Lars Patrick Hillebrand, Marc Robin Stenzel, Tobias Deußer, David Biesner, Christian Bauckhage, Rafet Sifa. 221-232 [doi]
- Evaluating the Performance of SOBEK Text Mining Keyword Extraction AlgorithmEliseo Reategui, Marcio Bigolin, Michel Carniato, Rafael Antunes dos Santos. 233-243 [doi]
- Classification of Screenshot Image Captured in Online Meeting SystemMinoru Kuribayashi, Kodai Kamakari, Nobuo Funabiki. 244-255 [doi]
- A Survey on the Application of Virtual Reality in Event-Related Potential ResearchVladimir Marochko, Richard Reilly, Rachel McDonnell, Luca Longo. 256-269 [doi]
- Visualizing Large Collections of URLs Using the Hilbert CurvePoornima Belavadi, Johannes Nakayama, André Calero Valdez. 270-289 [doi]
- How to Reduce the Time Necessary for Evaluation of Tree-Based ModelsViera Anderková, Frantisek Babic. 290-305 [doi]
- An Empirical Analysis of Synthetic-Data-Based Anomaly DetectionMajlinda Llugiqi, Rudolf Mayer. 306-327 [doi]
- SECI Model in Data-Based Procedure for the Assessment of the Frailty State in Diabetic PatientsFrantisek Babic, Viera Anderková, Zvonimir Bosnic, Mile Volaric, Ljiljana Trtica-Majnaric. 328-342 [doi]
- Comparing Machine Learning Correlations to Domain Experts' Causal Knowledge: Employee Turnover Use CaseEya Meddeb, Christopher P. Bowers, Lynn Nichol. 343-361 [doi]
- Machine Learning and Knowledge Extraction to Support Work Safety for Smart Forest OperationsFerdinand Hoenigsberger, Anna Saranti, Alessa Angerschmid, Carl Orge Retzlaff, Christoph Gollob, Sarah Witzmann, Arne Nothdurft, Peter Kieseberg, Andreas Holzinger, Karl Stampfer. 362-375 [doi]