| 2022 | A Survey on the Application of Virtual Reality in Event-Related Potential Research. Vladimir Marochko, Richard Reilly, Rachel McDonnell, Luca Longo |
| 2022 | An Empirical Analysis of Synthetic-Data-Based Anomaly Detection. Majlinda Llugiqi, Rudolf Mayer |
| 2022 | An Evaluation Study of Intrinsic Motivation Techniques Applied to Reinforcement Learning over Hard Exploration Environments. Alain Andres, Esther Villar-Rodriguez, Javier Del Ser |
| 2022 | Approximation of SHAP Values for Randomized Tree Ensembles. Markus Loecher, Dingyi Lai, Wu Qi |
| 2022 | Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation. Tomas Cabezon Pedroso, Javier Del Ser, Natalia Díaz Rodríguez |
| 2022 | Classification of Screenshot Image Captured in Online Meeting System. Minoru Kuribayashi, Kodai Kamakari, Nobuo Funabiki |
| 2022 | Color Shadows (Part I): Exploratory Usability Evaluation of Activation Maps in Radiological Machine Learning. Federico Cabitza, Andrea Campagner, Lorenzo Famiglini, Enrico Gallazzi, Giovanni Andrea La Maida |
| 2022 | Comparing Machine Learning Correlations to Domain Experts' Causal Knowledge: Employee Turnover Use Case. Eya Meddeb, Christopher P. Bowers, Lynn Nichol |
| 2022 | Debiasing MDI Feature Importance and SHAP Values in Tree Ensembles. Markus Loecher |
| 2022 | Effects of Fairness and Explanation on Trust in Ethical AI. Alessa Angerschmid, Kevin Theuermann, Andreas Holzinger, Fang Chen, Jianlong Zhou |
| 2022 | Evaluating the Performance of SOBEK Text Mining Keyword Extraction Algorithm. Eliseo Reategui, Marcio Bigolin, Michel Carniato, Rafael Antunes dos Santos |
| 2022 | Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI. Sami Ede, Serop Baghdadlian, Leander Weber, An Nguyen, Dario Zanca, Wojciech Samek, Sebastian Lapuschkin |
| 2022 | Global Interpretable Calibration Index, a New Metric to Estimate Machine Learning Models' Calibration. Federico Cabitza, Andrea Campagner, Lorenzo Famiglini |
| 2022 | How to Reduce the Time Necessary for Evaluation of Tree-Based Models. Viera Anderková, Frantisek Babic |
| 2022 | Identifying Fraud Rings Using Domain Aware Weighted Community Detection. Shaik Masihullah, Meghana Negi, Jose Mathew, Jairaj Sathyanarayana |
| 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 Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar R. Weippl |
| 2022 | Machine Learning and Knowledge Extraction to Support Work Safety for Smart Forest Operations. Ferdinand Hönigsberger, Anna Saranti, Alessa Angerschmid, Carl Orge Retzlaff, Christoph Gollob, Sarah Witzmann, Arne Nothdurft, Peter Kieseberg, Andreas Holzinger, Karl Stampfer |
| 2022 | SECI Model in Data-Based Procedure for the Assessment of the Frailty State in Diabetic Patients. Frantisek Babic, Viera Anderková, Zvonimir Bosnic, Mile Volaric, Ljiljana Trtica-Majnaric |
| 2022 | Semantic Causal Abstraction for Event Prediction. Sasha Strelnikoff, Aruna Jammalamadaka, Tsai-Ching Lu |
| 2022 | The Influence of User Diversity on Motives and Barriers when Using Health Apps - A Conjoint Investigation of the Intention-Behavior Gap. Eva Rössler, Patrick Halbach, Laura Burbach, Martina Ziefle, André Calero Valdez |
| 2022 | The ROC Diagonal is Not Layperson's Chance: A New Baseline Shows the Useful Area. André M. Carrington, Paul W. Fieguth, Franz Mayr, Nick D. James, Andreas Holzinger, John W. Pickering, Richard I. Aviv |
| 2022 | Towards Generating Financial Reports from Tabular Data Using Transformers. Clayton Leroy Chapman, Lars Patrick Hillebrand, Marc Robin Stenzel, Tobias Deußer, David Biesner, Christian Bauckhage, Rafet Sifa |
| 2022 | Towards Refined Classifications Driven by SHAP Explanations. Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein |
| 2022 | Visualizing Large Collections of URLs Using the Hilbert Curve. Poornima Belavadi, Johannes Nakayama, André Calero Valdez |