A Qualitative Decision-Support Model for Evaluating Researchers. - Katerina Taskova; Daniela Stojanova; Marko Bohanec; Saso Dzeroski (Informatica (Slovenia), 2007)

A Distributed Multilevel Ant Colonies Approach. - Katerina Tashkova; Peter Korosec; Jurij Silc (Informatica (Slovenia), 2008)

A Distributed Multilevel Ant-Colony Approach for Finite Element Mesh Decomposition. - Katerina Tashkova; Peter Korosec; Jurij Silc (PPAM (2), 2009)

The differential Ant-Stigmergy Algorithm for large-scale global optimization. - Peter Korosec; Katerina Tashkova; Jurij Silc (IEEE Congress on Evolutionary Computation, 2010)

Parameter estimation with bio-inspired meta-heuristic optimization: modeling the dynamics of endocytosis. - Katerina Tashkova; Peter Korosec; Jurij Silc; Ljupco Todorovski; Saso Dzeroski (BMC Syst. Biol., 2011)

A distributed multilevel ant-colony algorithm for the multi-way graph partitioning. - Katerina Tashkova; Peter Korosec; Jurij Silc (Int. J. Bio Inspired Comput., 2011)

Data Mining-Assisted Parameter Tuning of a Search Algorithm. - Jurij Silc; Katerina Taskova; Peter Korosec (Informatica (Slovenia), 2015)

Your Best Guess When You Know Nothing: Identification and Mitigation of Selection Bias. - Katharina Dost; Katerina Taskova; Patricia Riddle; Jörg Wicker (ICDM, 2020)

Interpretability Meets Generalizability: A Hybrid Machine Learning System to Identify Nonlinear Granger Causality in Global Stock Indices. - Yixiao Lu; Yokiu Lee; Haoran Feng; Johnathan Chi-Ho Leung; Alvin Cheung; Katharina Dost; Katerina Taskova; Thomas Lacombe (PAKDD (2), 2023)

A Systematic Review of Aspect-based Sentiment Analysis (ABSA): Domains, Methods, and Trends. - Yan Cathy Hua; Paul Denny 001; Katerina Taskova; Jörg Wicker (CoRR, 2023)

DAMR: Dynamic Adjacency Matrix Representation Learning for Multivariate Time Series Imputation. - Xiaobin Ren; Kaiqi Zhao 001; Patricia J. Riddle; Katerina Taskova; Qingyi Pan; Lianyan Li (Proc. ACM Manag. Data, 2023)

Periormer: Periodic Transformer for Seasonal and Irregularly Sampled Time Series. - Xiaobin Ren; Kaiqi Zhao 001; Katerina Taskova; Patricia Riddle; Lianyan Li (CIKM, 2024)

Scripts for PDF Mining and Auto-screening for Literature Reviews. - Yan Cathy Hua; Paul Denny 001; Jörg Wicker; Katerina Taskova (Zenodo, 2024)

EnviFormer. - Liam Brydon; Kunyang Zhang; Gillian Dobbie; Katerina Taskova; Jörg Simon Wicker (Zenodo, 2024)

A systematic review of aspect-based sentiment analysis: domains, methods, and trends. - Yan Cathy Hua; Paul Denny 001; Jörg Wicker; Katerina Taskova (Artif. Intell. Rev., 2024)

AdductHunter: identifying protein-metal complex adducts in mass spectra. - Derek Long; Liam Eade; Matthew P. Sullivan; Katharina Dost; Samuel M. Meier-Menches; David C. Goldstone; Christian G. Hartinger; Jörg S. Wicker; Katerina Taskova (J. Cheminformatics, 2024)

Predictive modeling of biodegradation pathways using transformer architectures. - Liam Brydon; Kunyang Zhang; Gillian Dobbie; Katerina Taskova; Jörg Simon Wicker (J. Cheminformatics, 2025)