University of Maribor

schoolSchoolbar_chart#1131 Global Rank

Total Papers

HCI Rank

#1131

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Years Active

Recent Publications

Latest papers from University of Maribor

CUI '25Explainable AI (XAI) +2

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 '24Explainable 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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At a Glance

Institution Snapshot

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Display Name

University of Maribor

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Location

Slovenia · Europe

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Overall Rank

#1131

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Total Papers

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Active Years

2024-2025

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Network

2 researchers · 1 collaborators

Research Profile

Top Research Directions

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AI & Machine Learning Interaction

Explainable AI (XAI)

Data Visualization & Information Design

Medical & Scientific Data Visualization