Vít Novácek
According to our database1,
Vít Novácek
authored at least 50 papers
between 2005 and 2024.
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Bibliography
2024
Machine learning estimated probability of relapse in early-stage non-small-cell lung cancer patients with aneuploidy imputation scores and knowledge graph embeddings.
Expert Syst. Appl., January, 2024
Boosting predictive models and augmenting patient data with relevant genomic and pathway information.
Comput. Biol. Medicine, 2024
2023
Synergy between imputed genetic pathway and clinical information for predicting recurrence in early stage non-small cell lung cancer.
J. Biomed. Informatics, August, 2023
Machine Learning Survival Models for Relapse Prediction in a Early Stage Lung Cancer Patient.
Proceedings of the International Joint Conference on Neural Networks, 2023
Unsupervised extraction, classification and visualization of clinical note segments using the MIMIC-III dataset.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Boundary heat diffusion classifier for a semi-supervised learning in a multilayer network embedding.
Neural Networks, 2022
Machine Learning-Assisted Recurrence Prediction for Early-Stage Non-Small-Cell Lung Cancer Patients.
CoRR, 2022
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Integration of Clinical Information and Imputed Aneuploidy Scores to Enhance Relapse Prediction in Early Stage Lung Cancer Patients.
Proceedings of the AMIA 2022, 2022
2021
Briefings Bioinform., 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
PLoS Comput. Biol., 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
2019
Facilitating prediction of adverse drug reactions by using knowledge graphs and multi-label learning models.
Briefings Bioinform., 2019
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2019) Co-located with the 16th Extended Semantic Web Conference 2019 (ESWC 2019), 2019
Proceedings of the Semantic Web - 16th International Conference, 2019
2018
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018
2017
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Proceedings of the Language, Data, and Knowledge - First International Conference, 2017
2016
Proceedings of the AMIA 2016, 2016
2015
Formalising Hypothesis Virtues in Knowledge Graphs: A General Theoretical Framework and its Validation in Literature-Based Discovery Experiments.
CoRR, 2015
2014
SemanTex: Semantic Text Exploration Using Document Links Implied by Conceptual Networks Extracted from the Texts.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014
A Method for Building Burst-Annotated Co-Occurrence Networks for Analysing Trends in Textual Data.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
2013
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2012
Distributional Framework for Emergent Knowledge Acquisition and its Application to Automated Document Annotation
CoRR, 2012
2011
Getting the Meaning Right: A Complementary Distributional Layer for the Web Semantics.
Proceedings of the Semantic Web - ISWC 2011, 2011
2010
Proceedings of the Semantic e-Science, 2010
Biomedical Publication Knowledge Acquisition, Processing and Dissemination with CORAAL.
Proceedings of the On the Move to Meaningful Internet Systems, 2010
2009
Proceedings of the Semantic Web - ISWC 2009, 8th International Semantic Web Conference, 2009
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009
Proceedings of the Artificial Intelligence in Medicine, 2009
2008
Infrastructure for dynamic knowledge integration - Automated biomedical ontology extension using textual resources.
J. Biomed. Informatics, 2008
Proceedings of the Fourth International Workshop on Uncertainty Reasoning for the Semantic Web, 2008
EUREEKA: Deepening the Semantic Web by More Efficient Emergent Knowledge Representation and Processing.
Proceedings of the Poster and Demonstration Session at the 7th International Semantic Web Conference (ISWC2008), 2008
2007
Automatic Knowledge Acquisition and Integration Technique: Application to Large Scale Taxonomy Extraction and Document Annotation.
Proceedings of the Enterprise Information Systems, 9th International Conference, 2007
Imprecise Empirical Ontology Refinement - Application to Taxonomy Acquisition.
Proceedings of the ICEIS 2007, 2007
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007
Proceedings of the KWEPSY 2007 Knowledge Web PhD Symposium 2007, 2007
2006
Proceedings of the SOFSEM 2006: Theory and Practice of Computer Science, 2006
Text Mining for Semantic Relations as a Support Base of a Scientific Portal Generator.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006
Empirical Merging of Ontologies - A Proposal of Universal Uncertainty Representation Framework.
Proceedings of the Semantic Web: Research and Applications, 2006
2005
OLE - A New Ontology Learning Platform.
Proceedings of the International Workshop Text Mining Research, 2005