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26th 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 II. Communications in Computer and Information Science 1948, Springer 2024, ISBN 978-3-031-50484-6
SEDAMI
- Yunming Hui, Mel Chekol, Shihan Wang:
Leveraging Graph Embedding for Opinion Leader Detection in Dynamic Social Networks. 5-22 - Dietmar Seipel, Marcel Waleska, Daniel Weidner, Sven Rausch, Martin Atzmueller:
Post-mining on Association Rule Bases. 23-35 - Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa:
Improving Understandability of Explanations with a Usage of Expert Knowledge. 36-47 - Iwona Grabska-Gradzinska, Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa:
Visual Patterns in an Interactive App for Analysis Based on Control Charts and SHAP Values. 48-59
RAAIT
- Jacintha Walters, Diptish Dey, Debarati Bhaumik, Sophie Horsman:
Complying with the EU AI Act. 65-75 - Tina Wünn, Danielle Sent, Linda W. P. Peute, Stefan Leijnen:
Trust in Artificial Intelligence: Exploring the Influence of Model Presentation and Model Interaction on Trust in a Medical Setting. 76-86 - Floor Schukking, Levi Verhoef, Tina Mioch, Coert Van Gemeren, Huib Aldewereld:
Improving Adoption of AI Impact Assessment in the Media Sector. 87-92 - Senthuran Kalananthan, Alexander Kichutkin, Ziyao Shang, András Strausz, Francisco Javier Sanguino Bautiste, Mennatallah El-Assady:
MindSet: A Bias-Detection Interface Using a Visual Human-in-the-Loop Workflow. 93-105 - Martin van den Berg, Julie Gerlings, Jenia Kim:
Empirical Research on Ensuring Ethical AI in Fraud Detection of Insurance Claims: A Field Study of Dutch Insurers. 106-114 - Steven Vethman, Marianne Schaaphok, Marissa Hoekstra, Cor J. Veenman:
Random Sample as a Pre-pilot Evaluation of Benefits and Risks for AI in Public Sector. 115-126
AI4S
- Junlin Lu, Patrick Mannion, Karl Mason:
Go-Explore for Residential Energy Management. 133-139 - Iwona Chomiak-Orsa, Klaudia Smolag:
Remote Learning Technologies in Achieving the Fourth Sustainable Development Goal. 140-147 - Andrzej Malowiecki, Iwona Chomiak-Orsa:
Fairlearn Parity Constraints for Mitigating Gender Bias in Binary Classification Models - Comparative Analysis. 148-154 - Iwona Chomiak-Orsa, Andrzej Grenczuk, Kamila Luczak, Estera Piwoni-Krzeszowska:
AI in Accelerating the Creation of Renewable Energy Sources. Bibliometric Analysis. 155-162 - Iwona Chomiak-Orsa, Andrzej Grenczuk, Kamila Luczak, Dorota Jelonek:
The Use of Semantic Networks for the Categorization of Prosumers. 163-169 - Younes Ouassine, Jihad Zahir, Noël Conruyt, Mohsen Kayal, Philippe A. Martin, Eric Chenin, Lionel Bigot, Régine Vignes-Lebbe:
Automatic Coral Detection with YOLO: A Deep Learning Approach for Efficient and Accurate Coral Reef Monitoring. 170-177 - Weiqi Hua, Daniel Mullen, Abdul Wahid, Khadija Sitabkhan, Karl Mason:
An Overview of Artificial Intelligence for Electric Vehicle Energy Systems Integration. 178-186 - Omar Khaled Fadhl Ali Al-Eryani, Gülgün Kayakutlu, Zeynep Bektas, Mehmet Özgür Kayalica:
Merging Grid Technology with Oil Fields Power Distribution: A Smart Grid Approach. 187-193 - Kamil Hudaszek, Iwona Chomiak-Orsa, Saeed Abdullah M. AL-Dobai:
Green Hardware Infrastructure for Algorithmic Trading. 194-200 - Polat Goktas, Rajnish Rakholia, Ricardo Simon Carbajo:
Investigating Air Pollution Dynamics in Ho Chi Minh City: A Spatiotemporal Study Leveraging XAI-SHAP Clustering Methodology. 201-207 - Anne Dourgnon, Alain Antoine, Pascal Albaladejo, Fabrice Vinet:
An Experienced Chatbot - The Case of Technical Knowledge at Electricity of France (EDF). 208-215 - Michal Petri, Iwona Chomiak:
Towards a Sustainable Future: The Use of Electrical Energy in Smart Cities. 216-222 - Konrad Liszczyk, Iwona Chomiak-Orsa:
The Importance of Eco-Commerce in the Context of Sustainable Development: A Case Study Analysis. 223-229 - Hossein Khaleghy, Abdul Wahid, Eoghan Clifford, Karl Mason:
Modelling Electricity Consumption in Irish Dairy Farms Using Agent-Based Modelling. 230-237 - Elnaz Shafipour, Sebastian Stein, Selin Damla Ahipasaoglu:
Personalised Electric Vehicle Routing Using Online Estimators. 238-245 - Nawazish Ali, Abdul Wahid, Rachael Shaw, Karl Mason:
Reinforcement Learning for Battery Management in Dairy Farming. 246-253 - Mian Ibad Ali Shah, Abdul Wahid, Enda Barrett, Karl Mason:
A Multi-agent Systems Approach for Peer-to-Peer Energy Trading in Dairy Farming. 254-261 - Weronika T. Adrian, Katarzyna Pyrczak, Krzysztof Kluza, Antoni Ligeza:
Food Ontologies and Ontological Reasoning in Food Domain for Sustainability. 262-268 - Malgorzata Markowska, Andrzej Sokolowski, Grzegorz Migut, Danuta Strahl:
AI System for Short Term Prediction of Hourly Electricity Demand. 269-276 - Dorota Jelonek, Magdalena Rzemieniak:
The Use of Artificial Intelligence in Activities Aimed at Sustainable Development - Good Practices. 277-284
Hydra
- Ayush Bahuguna, Sajjad Haydar, Andreas Brännström, Juan Carlos Nieves:
Do Datapoints Argue?: Argumentation for Hierarchical Agreement in Datasets. 291-303 - Giovanni Sileno, Jean-Louis Dessalles:
From Probabilistic Programming to Complexity-Based Programming. 304-317 - René Heesch, Jonas Ehrhardt, Oliver Niggemann:
Integrating Machine Learning into an SMT-Based Planning Approach for Production Planning in Cyber-Physical Production Systems. 318-331 - Jonas Ehrhardt, René Heesch, Oliver Niggemann:
Learning Process Steps as Dynamical Systems for a Sub-Symbolic Approach of Process Planning in Cyber-Physical Production Systems. 332-345 - Andreas Brännström, Juan Carlos Nieves:
Multi-Mind Dynamics in Intentional Agents. 346-359 - Dominik Sepiolo, Antoni Ligeza:
Towards Model-Driven Explainable Artificial Intelligence. An Experiment with Shallow Methods Versus Grammatical Evolution. 360-365
AI4AI
- Lea Eileen Brauner, Frank Höppner:
Enhancing Computer Science Education by Automated Analysis of Students' Code Submissions. 369-380 - Edward Raff, Cynthia Matuszek:
Does Starting Deep Learning Homework Earlier Improve Grades? 381-396 - Jonas Betzendahl, Michael Kohlhase, Dennis Müller:
Guided Tours in ALeA - Assembling Tailored Educational Dialogues from Semantically Annotated Learning Objects. 397-408 - Tim Krüger, Michael Gref:
Performance of Large Language Models in a Computer Science Degree Program. 409-424 - Jochen L. Leidner, Michael Reiche:
Language-Model Assisted Learning How to Program? 425-438 - Michael Reiche, Jochen L. Leidner:
Bridging the Programming Skill Gap with ChatGPT: A Machine Learning Project with Business Students. 439-446 - Markos Dimitsas, Jochen L. Leidner:
Topic Segmentation of Educational Video Lectures Using Audio and Text. 447-458 - Moritz Bayerkuhnlein, Diedrich Wolter:
Model-Based-Diagnosis for Assistance in Programming Exercises. 459-470
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