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Software Competence Center Hagenberg (Austria)

Austria

2 papers here2 citations across 2
fields
  • cs.MA1
  • stat.ML1
ROR 02ks3nr96OpenAlex

affiliations via OpenAlex

most citedAn Explanation-oriented Inquiry Dialogue Game for Expert Collaborative Recommendations

2 citations

researchers with a paper here
  • Alfredo Lopez1 · h 0
  • Carles Sierra1 · h 3
  • Florian Sobieczky1 · h 0
  • Katarzyna Budzyńska1 · h 2
  • Qurat-ul-ain Shaheen1 · h 3
collaborating institutions
  • Artificial Intelligence Research InstituteES1 paper
  • Warsaw University of TechnologyPL1 paper

2 papers

stat.ML2026

Surrogate Modeling for Explainable Predictive Time Series Corrections

Alfredo Lopez, Florian Sobieczky

We introduce a local surrogate approach for explainable time-series forecasting. An initially non-interpretable predictive model to improve the forecast of a classical time-series…

cs.MA2026★ 2 cited

An Explanation-oriented Inquiry Dialogue Game for Expert Collaborative Recommendations

Qurat-ul-ain Shaheen, Katarzyna Budzynska, Carles Sierra

This work presents a requirement analysis for collaborative dialogues among medical experts and an inquiry dialogue game based on this analysis for incorporating explainability int…

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