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ORCID26th ECAI 2023: Kraków, Poland
- Slawomir Nowaczyk
, Przemyslaw Biecek, Neo Christopher Chung, Mauro Vallati, Pawel Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomás Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, Vania Dimitrova:
Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 - October 4, 2023, Proceedings, Part I. Communications in Computer and Information Science 1947, Springer 2024, ISBN 978-3-031-50395-5
XAI³
- Leila Methnani, Virginia Dignum, Andreas Theodorou:
Clash of the Explainers: Argumentation for Context-Appropriate Explanations. 7-23 - Parisa Jamshidi, Slawomir Nowaczyk, Mahmoud Rahat:
EcoShap: Save Computations by only Calculating Shapley Values for Relevant Features. 24-42 - Adarsa Sivaprasad, Ehud Reiter, Nava Tintarev, Nir Oren:
Evaluation of Human-Understandability of Global Model Explanations Using Decision Tree. 43-65 - Amir Hossein Akhavan Rahnama:
The Blame Problem in Evaluating Local Explanations and How to Tackle It. 66-86 - Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Explainable Anomaly Detection in Industrial Streams. 87-100 - Szymon Bobek, Slawomir Nowaczyk, Sepideh Pashami, Zahra Taghiyarrenani, Grzegorz J. Nalepa:
Towards Explainable Deep Domain Adaptation. 101-113
Tactful
- Dimitrios Manolakis, Ioannis Refanidis:
Finding Time Optimal Routes for Trains Using Basic Kinematics and A. 119-137 - Josef Bajada, Joseph Grech, Thérèse Bajada:
Deep Reinforcement Learning of Autonomous Control Actions to Improve Bus-Service Regularity. 138-155 - Lorenz Klampfl, Franz Wotawa:
Identifying Critical Scenarios in Autonomous Driving During Operation. 156-172
XI-ML
- Federico Sabbatini, Roberta Calegari:
Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques. 179-197 - Meike Nauta, Johannes H. Hegeman, Jeroen Geerdink, Jörg Schlötterer, Maurice van Keulen, Christin Seifert:
Interpreting and Correcting Medical Image Classification with PIP-Net. 198-215 - Francisco Nunes Ferreira Quialheiro Simoes, Mehdi Dastani, Thijs van Ommen:
Causal Entropy and Information Gain for Measuring Causal Control. 216-231 - Julia Herbinger, Susanne Dandl, Fiona K. Ewald, Sofia Loibl, Giuseppe Casalicchio:
Leveraging Model-Based Trees as Interpretable Surrogate Models for Model Distillation. 232-249 - Nghia Duong-Trung, Duc-Manh Nguyen, Danh Le Phuoc:
Temporal Saliency Detection Towards Explainable Transformer-Based Timeseries Forecasting. 250-268 - Eric Loff, Sören Schleibaum, Jörg P. Müller, Benjamin Säfken:
Explaining Taxi Demand Prediction Models Based on Feature Importance. 269-284 - Emanuel Slany, Stephan Scheele, Ute Schmid:
Bayesian CAIPI: A Probabilistic Approach to Explanatory and Interactive Machine Learning. 285-301 - Stefanie Krause, Frieder Stolzenburg:
Commonsense Reasoning and Explainable Artificial Intelligence Using Large Language Models. 302-319 - Tanmay Chakraborty, Christian Wirth, Christin Seifert:
Post-hoc Rule Based Explanations for Black Box Bayesian Optimization. 320-337 - Dan Hudson, Martin Atzmueller:
Subgroup Discovery with SD4Py. 338-348 - Foivos Charalampakos, Iordanis Koutsopoulos:
Exploring Multi-Task Learning for Explainability. 349-365 - Ruth Cohen Arbiv, Laurence B. Lovat, Avi Rosenfeld, David Sarne:
Optimizing Decision Trees for Enhanced Human Comprehension. 366-381 - Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia:
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPT. 382-397 - Munkhtulga Battogtokh, Michael Luck, Cosmin Davidescu, Rita Borgo:
Simple Framework for Interpretable Fine-Grained Text Classification. 398-425 - Kirill Bykov, Klaus-Robert Müller, Marina M.-C. Höhne:
Mark My Words: Dangers of Watermarked Images in ImageNet. 426-434 - Ondrej Vadinský, Petr Zeman:
Towards Evaluating Policy Optimisation Agents Using Algorithmic Intelligence Quotient Test. 435-451
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