Katerina Tashkova

According to our database, Katerina Tashkova authored at least 22 papers between 2007 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Socrates Loss: Unifying Confidence Calibration and Classification by Leveraging the Unknown.

Sandra Gómez-Gálvez, Tobias Olenyi, Gillian Dobbie, Katerina Taskova

Trans. Mach. Learn. Res., 2026

AnchorGK: Anchor-based Incremental and Stratified Graph Learning Framework for Inductive Spatio-Temporal Kriging.

Xiaobin Ren, Kaiqi Zhao, Katerina Taskova, Patricia Riddle

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

2025

Predictive modeling of biodegradation pathways using transformer architectures.

Liam Brydon, Kunyang Zhang, Gillian Dobbie, Katerina Taskova, Jörg Simon Wicker

J. Cheminformatics, December, 2025

Data-Efficient Adaptation and a Novel Evaluation Method for Aspect-based Sentiment Analysis.

Yan Cathy Hua, Paul Denny, Jörg Wicker, Katerina Taskova

CoRR, November, 2025

EduRABSA: An Education Review Dataset for Aspect-based Sentiment Analysis Tasks.

Yan Cathy Hua, Paul Denny, Jörg Wicker, Katerina Taskova

CoRR, August, 2025

The EduRABSA Dataset and the ASQE-DPT Annotation Tool.

Yan Cathy Hua, Paul Denny, Jörg Simon Wicker, Katerina Taskova

Dataset, August, 2025

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, December, 2024

A systematic review of aspect-based sentiment analysis: domains, methods, and trends.

Yan Cathy Hua, Paul Denny, Jörg Wicker, Katerina Taskova

Artif. Intell. Rev., November, 2024

EnviFormer.

Liam Brydon, Kunyang Zhang, Gillian Dobbie, Katerina Taskova, Jörg Simon Wicker

Dataset, September, 2024

Scripts for PDF Mining and Auto-screening for Literature Reviews.

Yan Cathy Hua, Paul Denny, Jörg Wicker, Katerina Taskova

Dataset, July, 2024

Periormer: Periodic Transformer for Seasonal and Irregularly Sampled Time Series.

Xiaobin Ren, Kaiqi Zhao, Katerina Taskova, Patricia Riddle, Lianyan Li

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

DAMR: Dynamic Adjacency Matrix Representation Learning for Multivariate Time Series Imputation.

Xiaobin Ren, Kaiqi Zhao, Patricia J. Riddle, Katerina Taskova, Qingyi Pan, Lianyan Li

Proc. ACM Manag. Data, 2023

A Systematic Review of Aspect-based Sentiment Analysis (ABSA): Domains, Methods, and Trends.

Yan Cathy Hua, Paul Denny, Katerina Taskova, Jörg Wicker

CoRR, 2023

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

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

2020

Your Best Guess When You Know Nothing: Identification and Mitigation of Selection Bias.

Katharina Dost, Katerina Taskova, Patricia Riddle, Jörg Wicker

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2015

Data Mining-Assisted Parameter Tuning of a Search Algorithm.

Jurij Silc, Katerina Taskova, Peter Korosec

Informatica (Slovenia), 2015

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

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

2010

The differential Ant-Stigmergy Algorithm for large-scale global optimization.

Peter Korosec, Katerina Tashkova, Jurij Silc

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

A Distributed Multilevel Ant-Colony Approach for Finite Element Mesh Decomposition.

Katerina Tashkova, Peter Korosec, Jurij Silc

Proceedings of the Parallel Processing and Applied Mathematics, 2009

2008

A Distributed Multilevel Ant Colonies Approach.

Katerina Tashkova, Peter Korosec, Jurij Silc

Informatica (Slovenia), 2008

2007

A Qualitative Decision-Support Model for Evaluating Researchers.

Katerina Taskova, Daniela Stojanova, Marko Bohanec, Saso Dzeroski

Informatica (Slovenia), 2007