Aleksandra Gruca
Orcid: 0000-0003-2337-1894
According to our database1,
Aleksandra Gruca
authored at least 36 papers
between 2008 and 2022.
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Bibliography
2022
Bioinform., 2022
Insights from analyses of low complexity regions with canonical methods for protein sequence comparison.
Briefings Bioinform., 2022
2021
Common low complexity regions for SARS-CoV-2 and human proteomes as potential multidirectional risk factor in vaccine development.
BMC Bioinform., 2021
Weather4cast at NeurIPS 2022: Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts.
Proceedings of the NeurIPS 2022 Competition Track, 2021
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes.
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
High-resolution multi-channel weather forecasting - First insights on transfer learning from the Weather4cast Competitions 2021.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
PlaToLoCo: the first web meta-server for visualization and annotation of low complexity regions in proteins.
Nucleic Acids Res., 2020
The need for standardisation in life science research - an approach to excellence and trust.
F1000Research, 2020
CoRR, 2020
Traffic4cast at NeurIPS 2020 ? yet more on theunreasonable effectiveness of gridded geo-spatial processes.
Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020
2019
Proceedings of the Current Trends in Biomedical Engineering and Bioimages Analysis, 2019
The surprising efficiency of framing geo-spatial time series forecasting as a video prediction task - Insights from the IARAI Traffic4cast Competition at NeurIPS 2019.
Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 2019
LCR-BLAST - A New Modification of BLAST to Search for Similar Low Complexity Regions in Protein Sequences.
Proceedings of the Man-Machine Interactions 6, 2019
2017
Data- and expert-driven rule induction and filtering framework for functional interpretation and description of gene sets.
J. Biomed. Semant., 2017
Proceedings of the Man-Machine Interactions 5, 2017
Functional Interpretation of Gene Sets: Semantic-Based Clustering of Gene Ontology Terms on the BioTest Platform.
Proceedings of the Man-Machine Interactions 5, 2017
2016
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016
2015
Application of Dimensionality Reduction Methods for Eye Movement Data Classification.
Proceedings of the Man-Machine Interactions 4, 2015
2014
Trans. Comput. Collect. Intell., 2014
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014
Proceedings of the Beyond Databases, Architectures, and Structures, 2014
2013
Proceedings of the Man-Machine Interactions 3, 2013
2012
Identification of the Compound Subjective Rule Interestingness Measure for Rule-Based Functional Description of Genes.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2012
2011
Induction and selection of the most interesting Gene Ontology based multiattribute rules for descriptions of gene groups.
Pattern Recognit. Lett., 2011
RuleGO: a logical rules-based tool for description of gene groups by means of Gene Ontology.
Nucleic Acids Res., 2011
Proceedings of the Pattern Recognition and Machine Intelligence, 2011
Correlation of Genes Similarity Measures Based on GO Terms Similarity and Gene Expression Values.
Proceedings of the Man-Machine Interactions 2, 2011
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011
Proceedings of the Cooperative Design, Visualization, and Engineering, 2011
2010
Quality improvement of rule-based gene group descriptions using information about GO terms importance occurring in premises of determined rules.
Int. J. Appl. Math. Comput. Sci., 2010
Proceedings of the Computer Networks - 17th Conference, 2010
2009
Fuzzy Clustering and Gene Ontology Based Decision Rules for Identification and Description of Gene Groups.
Proceedings of the Man-Machine Interactions, 2009
Proceedings of the Computer Networks - 16th Conference, 2009
2008
Proceedings of the Computer Vision and Graphics, International Conference, 2008