Kowald, Dominik

1. Reproducibility in Machine Learning-based Research: Overview, Barriers and Drivers
   2024/06/20 by Harald Semmelrock, Semmelrock, Harald, Tony Ross‐Hellauer +11 · 14 citations
   Medicine · Decision Sciences · #Artificial Intelligence in Healthcare and Education #Scientific Computing and Data Management #Meta-analysis and systematic reviews
2. Reproducibility in Machine Learning-Driven Research
   2023/07/19 by Harald Semmelrock, Simone Kopeinik, Semmelrock, Harald +7 · 4 citations
   Decision Sciences · Computer Science · Biochemistry, Genetics and Molecular Biology · #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI) #Cell Image Analysis Techniques
3. Establishing and Evaluating Trustworthy AI: Overview and Research Challenges
   2024/11/15 by Dominik Kowald, Sebastian Scher, Kowald, Dominik +29 · 7 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
4. Beyond-Accuracy: A Review on Diversity, Serendipity and Fairness in Recommender Systems Based on Graph Neural Networks
   2023/10/03 by Duricic, Tomislav, Kowald, Dominik, Lacic, Emanuel +1 · 3 citations
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)
5. The Unfairness of Popularity Bias in Music Recommendation: A\n Reproducibility Study
   2019/12/10 by Dominik Kowald, Markus Schedl, Kowald, Dominik +3 · 2 citations
   Computer Science · Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music and Audio Processing #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
6. Utilizing Online Social Network and Location-Based Data to Recommend Products and Categories in Online Marketplaces
   2014/05/08 by Lacic, Emanuel, Kowald, Dominik, Eberhard, Lukas +3 · 1 citation
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)
7. Popularity Bias in Collaborative Filtering-Based Multimedia Recommender Systems
   2022/03/01 by Kowald, Dominik, Lacic, Emanuel · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
8. De-centering the (Traditional) User: Multistakeholder Evaluation of Recommender Systems
   2025/01/09 by Burke, Robin, Adomavicius, Gediminas, Bogers, Toine +7 · 5 citations
   #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
9. The Impact of Differential Privacy on Recommendation Accuracy and Popularity Bias
   2024/01/08 by Peter Müllner, Müllner, Peter, Elisabeth Lex +5 · 2 citations
   Computer Science · Social Sciences · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
10. ReuseKNN: Neighborhood Reuse for Differentially-Private KNN-Based Recommendations
    2022/06/23 by Müllner, Peter, Lex, Elisabeth, Schedl, Markus +1 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
11. Impacts of Mainstream-Driven Algorithms on Recommendations for Children Across Domains: A Reproducibility Study
    2025/07/09 by Ungruh, Robin, Bellogín, Alejandro, Kowald, Dominik +1 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
12. Value Identification in Multistakeholder Recommender Systems for Humanities and Historical Research: The Case of the Digital Archive Monasterium.net
    2024/09/26 by Florian Atzenhofer-Baumgartner, Atzenhofer-Baumgartner, Florian, Bernhard C. Geiger +5 · 1 citation
    Computer Science · #Recommender Systems and Techniques #Semantic Web and Ontologies #Advanced Text Analysis Techniques