Vít Novácek

According to our database1, Vít Novácek authored at least 49 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

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

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

Unsupervised extraction, labelling and clustering of segments from clinical notes.
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
On Training Knowledge Graph Embedding Models.
Inf., 2021

Biological applications of knowledge graph embedding models.
Briefings Bioinform., 2021

On Predicting Recurrence in Early Stage Non-small Cell Lung Cancer.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Accurate prediction of kinase-substrate networks using knowledge graphs.
PLoS Comput. Biol., 2020

Discovering protein drug targets using knowledge graph embeddings.
Bioinform., 2020

BioKG: A Knowledge Graph for Relational Learning On Biological Data.
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

Drug target discovery using knowledge graph embeddings.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Loss Functions in Knowledge Graph Embedding Models.
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2019) Co-located with the 16th Extended Semantic Web Conference 2019 (ESWC 2019), 2019

Link Prediction Using Multi Part Embeddings.
Proceedings of the Semantic Web - 16th International Conference, 2019

2018
Finding Explanations of Entity Relatedness in Graphs: A Survey.
CoRR, 2018

Knowledge base completion using distinct subgraph paths.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

2017
Regularizing Knowledge Graph Embeddings via Equivalence and Inversion Axioms.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Identifying Equivalent Relation Paths in Knowledge Graphs.
Proceedings of the Language, Data, and Knowledge - First International Conference, 2017

2016
Using Drug Similarities for Discovery of Possible Adverse Reactions.
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
A Methodology for Empirical Analysis of LOD Datasets.
CoRR, 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
Technical report: Linking the scientific and clinical data with KI2NA-LHC
CoRR, 2013

SKIMMR: machine-aided skim-reading.
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

Linking the scientific and clinical data with KI2NA-LHC - An outline.
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
Towards Knowledge-Based Life Science Publication Repositories.
Proceedings of the Semantic e-Science, 2010

CORAAL - Dive into publications, bathe in the knowledge.
J. Web Semant., 2010

Biomedical Publication Knowledge Acquisition, Processing and Dissemination with CORAAL.
Proceedings of the On the Move to Meaningful Internet Systems, 2010

2009
Towards Lightweight and Robust Large Scale Emergent Knowledge Processing.
Proceedings of the Semantic Web - ISWC 2009, 8th International Semantic Web Conference, 2009

Knowledge-based search for oncological literature.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

CORAAL - Towards Deep Exploitation of Textual Resources in Life Sciences.
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

Relaxing the Basic KR&R Principles to Meet the Emergent Semantic Web!
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

Extending Community Ontology Using Automatically Generated Suggestions.
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

Inferential Ontology Learning.
Proceedings of the KWEPSY 2007 Knowledge Web PhD Symposium 2007, 2007

2006
Ontology Acquisition for Automatic Building of Scientific Portals.
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


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