Distributed temporal graph analytics with GRADOOP. VLDB J., (31)2:375--401, Springer Science and Business Media LLC, March 2022. [PUMA: topic_graph area_bigdata]
Fast hubness-reduced nearest neighbor search for entity alignment in Knowledge Graphs. SN Comput. Sci., (3)6Springer Science and Business Media LLC, October 2022. [PUMA: topic_graph area_bigdata]
Artificial Intelligence in Process Mining. 2022. [PUMA: topic_engineering]
Automated algorithm selection in single-objective continuous optimization: A comparative study of deep learning and landscape analysis methods. Lecture Notes in Computer Science, 3--17, Springer International Publishing, Cham, 2022. [PUMA: topic_engineering topic_lifescience]
The objective that freed me: a multi-objective local search approach for continuous single-objective optimization. Nat. Comput., Springer Science and Business Media LLC, September 2022. [PUMA: topic_engineering]
BBE: Basin-based evaluation of multimodal multi-objective optimization problems. Lecture Notes in Computer Science, 192--206, Springer International Publishing, Cham, 2022. [PUMA: topic_engineering]
A collection of deep learning-based feature-free approaches for characterizing single-objective continuous fitness landscapes. Proceedings of the Genetic and Evolutionary Computation Conference, ACM, New York, NY, USA, July 2022. [PUMA: topic_engineering topic_lifescience]
HPO $$ ELA: Investigating hyperparameter optimization landscapes by means of exploratory landscape analysis. Lecture Notes in Computer Science, 575--589, Springer International Publishing, Cham, 2022. [PUMA: topic_engineering]
MOLE. Proceedings of the Genetic and Evolutionary Computation Conference, ACM, New York, NY, USA, July 2022. [PUMA: topic_engineering]
Vulnerability-CoVaR: investigating the crypto-market. Quant. Finance, (22)9:1731--1745, Informa UK Limited, September 2022. [PUMA: topic_engineering]