default search action
Vít Novácek
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j11]Samuele Buosi
, Mohan Timilsina, Maria Torrente, Mariano Provencio, Dirk Fey, Vít Novácek:
Boosting predictive models and augmenting patient data with relevant genomic and pathway information. Comput. Biol. Medicine 174: 108398 (2024) - [j10]Samuele Buosi
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. 235: 121127 (2024) - 2023
- [j9]Mohan Timilsina
Synergy between imputed genetic pathway and clinical information for predicting recurrence in early stage non-small cell lung cancer. J. Biomed. Informatics 144: 104424 (2023) - [c32]Petr Zelina, Jana Halámková, Vít Novácek:
Unsupervised extraction, classification and visualization of clinical note segments using the MIMIC-III dataset. BIBM 2023: 4172-4178 - [c31]Mohan Timilsina, Samuele Buosi, Adrianna Janik, Pasquale Minervini
Machine Learning Survival Models for Relapse Prediction in a Early Stage Lung Cancer Patient. IJCNN 2023: 1-8 - 2022
- [j8]Mohan Timilsina
Boundary heat diffusion classifier for a semi-supervised learning in a multilayer network embedding. Neural Networks 156: 205-217 (2022) - [c30]Mohan Timilsina, Samuele Bousi, Dirk Fey, Adrianna Janik, Maria Torrente, Mariano Provencio, Alberto Bermúdez, Enric Carcereny, Luca Costabello, Delvys Rodriguez Abreu, Manuel Cobo, Rafael Castro, Reyes Bernabé, Maria Guirado, Pasquale Minervini, Vít Novácek:
Integration of Clinical Information and Imputed Aneuploidy Scores to Enhance Relapse Prediction in Early Stage Lung Cancer Patients. AMIA 2022 - [c29]Petr Zelina
Unsupervised extraction, labelling and clustering of segments from clinical notes. BIBM 2022: 1362-1368 - [i7]Adrianna Janik, Maria Torrente, Luca Costabello, Virginia Calvo, Brian Walsh, Carlos Camps, Sameh K. Mohamed, Ana L. Ortega, Vít Novácek, Bartomeu Massutí, Pasquale Minervini
Machine Learning-Assisted Recurrence Prediction for Early-Stage Non-Small-Cell Lung Cancer Patients. CoRR abs/2211.09856 (2022) - [i6]Petr Zelina, Jana Halámková, Vít Novácek:
Unsupervised extraction, labelling and clustering of segments from clinical notes. CoRR abs/2211.11799 (2022) - 2021
- [j7]Sameh K. Mohamed, Aayah Nounu, Vít Novácek:
Biological applications of knowledge graph embedding models. Briefings Bioinform. 22(2): 1679-1693 (2021) - [j6]Sameh K. Mohamed
On Training Knowledge Graph Embedding Models. Inf. 12(4): 147 (2021) - [c28]Sameh K. Mohamed, Brian Walsh, Mohan Timilsina, Vít Novácek, Maria Torrente, Fabio Franco, Mariano Provencio, Adrianna Janik, Luca Costabello, Pontus Stenetorp, Pasquale Minervini:
On Predicting Recurrence in Early Stage Non-small Cell Lung Cancer. AMIA 2021 - 2020
- [j5]Sameh K. Mohamed
Discovering protein drug targets using knowledge graph embeddings. Bioinform. 36(2): 603-610 (2020) - [j4]Vít Novácek, Gavin McGauran, David Matallanas
Accurate prediction of kinase-substrate networks using knowledge graphs. PLoS Comput. Biol. 16(12) (2020) - [c27]Brian Walsh, Sameh K. Mohamed, Vít Novácek:
BioKG: A Knowledge Graph for Relational Learning On Biological Data. CIKM 2020: 3173-3180
2010 – 2019
- 2019
- [j3]Emir Muñoz
Facilitating prediction of adverse drug reactions by using knowledge graphs and multi-label learning models. Briefings Bioinform. 20(1): 190-202 (2019) - [c26]Sameh K. Mohamed, Vít Novácek, Pierre-Yves Vandenbussche, Emir Muñoz:
Loss Functions in Knowledge Graph Embedding Models. DL4KG@ESWC 2019: 1-10 - [c25]Sameh K. Mohamed, Vít Novácek:
Link Prediction Using Multi Part Embeddings. ESWC 2019: 240-254 - [c24]Sameh K. Mohamed, Aayah Nounu, Vít Novácek:
Drug target discovery using knowledge graph embeddings. SAC 2019: 11-18 - [e2]Ali Hasnain, Vít Novácek, Michel Dumontier, Dietrich Rebholz-Schuhmann:
Proceedings of the Workshop on Semantic Web Solutions for Large-Scale Biomedical Data Analytics co-located with 18th International Semantic Web Conference (ISWC 2019), Auckland, New Zealand, October 27th, 2019. CEUR Workshop Proceedings 2477, CEUR-WS.org 2019 [contents] - 2018
- [c23]Sameh K. Mohamed, Vít Novácek, Pierre-Yves Vandenbussche
Knowledge base completion using distinct subgraph paths. SAC 2018: 1992-1999 - [i5]Raoul Biagioni, Pierre-Yves Vandenbussche, Vít Novácek:
Finding Explanations of Entity Relatedness in Graphs: A Survey. CoRR abs/1809.07685 (2018) - 2017
- [c22]Sameh K. Mohamed, Emir Muñoz
Identifying Equivalent Relation Paths in Knowledge Graphs. LDK 2017: 299-314 - [c21]Pasquale Minervini
Regularizing Knowledge Graph Embeddings via Equivalence and Inversion Axioms. ECML/PKDD (1) 2017: 668-683 - 2016
- [c20]Emir Muñoz, Vít Novácek, Pierre-Yves Vandenbussche:
Using Drug Similarities for Discovery of Possible Adverse Reactions. AMIA 2016 - 2015
- [i4]Vít Novácek:
Formalising Hypothesis Virtues in Knowledge Graphs: A General Theoretical Framework and its Validation in Literature-Based Discovery Experiments. CoRR abs/1503.09137 (2015) - 2014
- [c19]Yutaka Mitsuishi, Vít Novácek, Pierre-Yves Vandenbussche:
A Method for Building Burst-Annotated Co-Occurrence Networks for Analysing Trends in Textual Data. LREC 2014: 3742-3747 - [c18]Suad Aldarra, Emir Muñoz, Pierre-Yves Vandenbussche, Vít Novácek:
SemanTex: Semantic Text Exploration Using Document Links Implied by Conceptual Networks Extracted from the Texts. ISWC (Posters & Demos) 2014: 345-348 - [i3]Vít Novácek:
A Methodology for Empirical Analysis of LOD Datasets. CoRR abs/1406.1061 (2014) - 2013
- [c17]Vít Novácek, Aisha Naseer:
Linking the scientific and clinical data with KI2NA-LHC - An outline. CBMS 2013: 540-541 - [c16]Vít Novácek, Gully Burns:
SKIMMR: machine-aided skim-reading. IUI Companion 2013: 59-60 - [i2]Vít Novácek, Aisha Naseer:
Technical report: Linking the scientific and clinical data with KI2NA-LHC. CoRR abs/1304.6473 (2013) - 2012
- [e1]Tudor Groza, Dimitris Plexousakis, Vít Novácek:
Proceedings of the 2nd Joint Workshop on Knowledge Evolution and Ontology Dynamics, Boston, MA, USA, November 12, 2012. CEUR Workshop Proceedings 890, CEUR-WS.org 2012 [contents] - [i1]Vít Novácek:
Distributional Framework for Emergent Knowledge Acquisition and its Application to Automated Document Annotation. CoRR abs/1210.3241 (2012) - 2011
- [c15]Vít Novácek, Siegfried Handschuh
Getting the Meaning Right: A Complementary Distributional Layer for the Web Semantics. ISWC (1) 2011: 504-519 - 2010
- [j2]Vít Novácek, Tudor Groza, Siegfried Handschuh
CORAAL - Dive into publications, bathe in the knowledge. J. Web Semant. 8(2-3): 176-181 (2010) - [c14]Vít Novácek, Siegfried Handschuh
Biomedical Publication Knowledge Acquisition, Processing and Dissemination with CORAAL. OTM Conferences (2) 2010: 1126-1144 - [p1]Vít Novácek, Tudor Groza, Siegfried Handschuh:
Towards Knowledge-Based Life Science Publication Repositories. Semantic e-Science 2010: 309-345
2000 – 2009
- 2009
- [c13]Vít Novácek, Tudor Groza, Siegfried Handschuh
CORAAL - Towards Deep Exploitation of Textual Resources in Life Sciences. AIME 2009: 206-215 - [c12]Vít Novácek, Tudor Groza, Siegfried Handschuh
Knowledge-based search for oncological literature. CBMS 2009: 1-8 - [c11]Vít Novácek, Stefan Decker
Towards Lightweight and Robust Large Scale Emergent Knowledge Processing. ISWC 2009: 456-472 - 2008
- [j1]Vít Novácek, Loredana Laera, Siegfried Handschuh
Infrastructure for dynamic knowledge integration - Automated biomedical ontology extension using textual resources. J. Biomed. Informatics 41(5): 816-828 (2008) - [c10]Vít Novácek:
EUREEKA: Deepening the Semantic Web by More Efficient Emergent Knowledge Representation and Processing. ISWC (Posters & Demos) 2008 - [c9]Vít Novácek:
Relaxing the Basic KR&R Principles to Meet the Emergent Semantic Web! URSW 2008 - 2007
- [c8]Vít Novácek:
Inferential Ontology Learning. KWEPSY 2007 - [c7]Vít Novácek, Maciej Dabrowski, Sebastian Ryszard Kruk, Siegfried Handschuh:
Extending Community Ontology Using Automatically Generated Suggestions. FLAIRS 2007: 290-296 - [c6]Vít Novácek:
Imprecise Empirical Ontology Refinement - Application to Taxonomy Acquisition. ICEIS (2) 2007: 31-38 - [c5]Vít Novácek:
Automatic Knowledge Acquisition and Integration Technique: Application to Large Scale Taxonomy Extraction and Document Annotation. ICEIS (Selected Papers) 2007: 160-172 - 2006
- [c4]Vít Novácek, Pavel Smrz
Empirical Merging of Ontologies - A Proposal of Universal Uncertainty Representation Framework. ESWC 2006: 65-79 - [c3]Vít Novácek, Pavel Smrz, Jan Pomikálek:
Text Mining for Semantic Relations as a Support Base of a Scientific Portal Generator. LREC 2006: 1338-1343 - [c2]Pavel Smrz
Ontology Acquisition for Automatic Building of Scientific Portals. SOFSEM 2006: 493-500 - 2005
- [c1]Vít Novácek, Pavel Smrz:
OLE - A New Ontology Learning Platform. RANLP Text Mining Workshop 2005: 12-16
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-06-10 20:32 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: