Gregor Stiglic

schoolUniversity of Mariborbar_chart#8447 Global Rank

Total Papers

HCI Rank

#8447

Research Areas

Years Active

Recent Publications

Visual-Conversational Interface for Evidence-Based Explanation of Diabetes Risk Prediction

Healthcare professionals need effective ways to use, understand, and validate AI-driven clinical decision support systems. Existing systems face two key limitations: complex visualizations and a lack of grounding in scientific evidence. We present an integrated decision support system that combines interactive visuali…

CHI '244th AuthorExplainable AI (XAI) +1

EXMOS: Explanatory Model Steering through Multifaceted Explanations and Data Configurations

Explanations in interactive machine-learning systems facilitate debugging and improving prediction models. However, the effectiveness of various global model-centric and data-centric explanations in aiding domain experts to detect and resolve potential data issues for model improvement remains unexplored. This researc…

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