Chiara Balestra

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Distance Based Outlier Detection

Coalitional Game Theory

Categorical Data

Top Venues

Publications

Simon Klüttermann, Chiara Balestra, Emmanuel Müller
On the Efficient Explanation of Outlier Detection Ensembles Through Shapley Values. PAKDD (3) (2024)
Chiara Balestra, Antonio Ferrara, Emmanuel Müller
FairMC Fair-Markov Chain Rank Aggregation Methods. DaWaK (2024)
Chiara Balestra, Bin Li, Emmanuel Müller
On the Consistency and Robustness of Saliency Explanations for Time Series Classification. CoRR (2023)
Chiara Balestra, Carlo Maj, Emmanuel Müller, Andreas Mayr
Redundancy-aware unsupervised rankings for collections of gene sets. CoRR (2023)
Chiara Balestra, Bin Li, Emmanuel Müller
slidSHAPs - sliding Shapley Values for correlation-based change detection in time series. DSAA (2023)
Chiara Balestra, Carlo Maj, Emmanuel Müller, Andreas Mayr
Redundancy-aware unsupervised ranking based on game theory - application to gene enrichment analysis. CoRR (2022)
Chiara Balestra, Florian Huber, Andreas Mayr, Emmanuel Müller
Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data. CoRR (2022)
Chiara Balestra, Florian Huber, Andreas Mayr, Emmanuel Müller
Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data. DaWaK (2022)