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aira:start [2025/05/30 08:07] – [Schedule Spring 2025] mtm | aira:start [2025/06/11 00:23] (current) – [Schedule Spring 2025] mzk | ||
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===== Schedule Spring 2025 ===== | ===== Schedule Spring 2025 ===== | ||
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+ | * **[Research Track] 2025.06.05**: | ||
+ | * Meeting link: | ||
+ | * Recording: | ||
+ | * Presentation slides: | ||
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* **[PHD TRACK] 2025.05.29**: | * **[PHD TRACK] 2025.05.29**: | ||
* Meeting link: | * Meeting link: | ||
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===== Presentation details ===== | ===== Presentation details ===== | ||
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+ | ==== 2025-06-05 ==== | ||
+ | <WRAP column 15%> | ||
+ | {{ : | ||
+ | </ | ||
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+ | <WRAP column 75%> | ||
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+ | **Speaker**: | ||
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+ | **Title**: Interaction Design in Consideration of User Research and UX Specialist Perspectives: | ||
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+ | **Abstract**: | ||
+ | The presentation presents the results of research in the field of Human-Computer Interaction (HCI), with a special focus on the needs of different user groups and the application of artificial intelligence (AI) tools in both the design and research processes. The areas discussed include: the use of AI in UX design and designers' | ||
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+ | **Biogram**: | ||
+ | Elżbieta Sroka, PhD, certified UX designer, Senior Specialist at the Łukasiewicz Research Network – Institute of Innovative Technologies EMAG in Katowice, Poland. | ||
+ | She obtained her doctoral degree in 2018 from the University of Silesia in Katowice, based on a dissertation focused on the digitization of social life documents in Polish digital libraries. | ||
+ | Her research interests include research users information behavior, user experience (UX) design, and digital humanities, as well as applications of artificial intelligence—particularly in the context of human–AI interaction, | ||
+ | </ | ||
+ | <WRAP clear></ | ||
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+ | ==== 2025-05-29 ==== | ||
+ | <WRAP column 15%> | ||
+ | {{ : | ||
+ | </ | ||
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+ | <WRAP column 75%> | ||
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+ | **Speaker**: | ||
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+ | **Title**: Building transparent classification models. | ||
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+ | **Abstract**: | ||
+ | As AI and ML technologies advance and become deeply integrated into daily life, the need for transparent and interpretable models grows increasingly urgent. AI systems must be understandable, | ||
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+ | The thesis aims to fill that gap by developing novel methods to improve the transparency and interpretability of ensemble classifiers while ensuring these models maintain competitive predictive performance and build inherently transparent models. The central hypothesis of the thesis is that it is possible to construct such transparent or explainable models that perform as well as black-box models in a wide range of classification tasks. The work focuses on three primary methods designed to either explain or replace complex models with transparent alternatives: | ||
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+ | **Biogram**: | ||
+ | Finished his PhD at Wroclaw University of Technology in 2025. Full time Software Engineer. Enthusiast of mountaineering, | ||
+ | </ | ||
+ | <WRAP clear></ | ||
==== 2025-05-22 ==== | ==== 2025-05-22 ==== |