doc. Mgr. Bc. Vít Nováček, PhD

2021

• Biological applications of knowledge graph embedding models

  MOHAMED Sameh K NOUNU Ayah NOVÁČEK Vít

  Article in Periodical

  Briefings in Bioinformatics, year: 2021, volume: 22, edition: 2, DOI

• On Predicting Recurrence in Early Stage Non-small Cell Lung Cancer

  MOHAMED Sameh K. WALSH Brian TIMILSINA Mohan TORRENTE Maria FRANCO Fabio PROVENCIO Mariano JANIK Adrianna COSTABELLO Luca MINERVINI Pasquale STENETORP Pontus NOVÁČEK Vít

  Article in Proceedings

  Proceedings of AMIA 2021 Annual Symposium, year: 2021

• On Training Knowledge Graph Embedding Models

  MOHAMED Sameh K MUNOZ Emir NOVACEK Vít MUNOZ Emir

  Article in Periodical

  Information, year: 2021, volume: 12, edition: 4, DOI

• P08. 01 Building Personalized Follow-Up Care Through AI by Bringing the Lung Cancer Patient, Data Scientist and Oncologist Together

  TORRENTE M. FRANCO F. CALVO V. LORDUY A. Collazo MENASALVAS E. VIDAL M. E. SOUSA P. PIMENTAO J. NOVÁČEK Vít MINERVINI P. FEY D. COSTABELLO L. POCS M. PROVENCIO M.

  Article in Periodical

  Journal of Thoracic Oncology, year: 2021, volume: 16, edition: 10, DOI

2020

• Accurate prediction of kinase-substrate networks using knowledge graphs

  NOVÁČEK Vít MCGAURAN Gavin MATALLANAS David BLANCO Adrián Vallejo CONCA Piero MUNOZ Emir COSTABELLO Luca KANAKARAJ Kamalesh NAWAZ Zeeshan WALSH Brian MOHAMED Sameh K VANDENBUSSCHE Pierre-Yves RYAN Colm J KOLCH Walter FEY Dirk

  Article in Periodical

  PLoS Computational Biology, year: 2020, volume: 16, edition: 12, DOI

• Biokg: A knowledge graph for relational learning on biological data

  WALSH Brian MOHAMED Sameh K NOVÁČEK Vít

  Article in Proceedings

  Proceedings of the 29th ACM International Conference on Information & Knowledge Management, year: 2020

2008

• Automatic Knowledge Acquisition and Integration Technique: Application to Large Scale Taxonomy Extraction and Document Annotation

  NOVÁČEK Vít

  Chapter of a book

  Enterprise Information Systems (ICEIS 2007, revised selected papers), year: 2008, number of pages: 13 s.

• Infrastructure for Dynamic Knowledge Integration -- Automated Biomedical Ontology Extension Using Textual Resources

  NOVÁČEK Vít LAERA Loredana HANDSCHUH Siegfried DAVIS Brian

  Article in Periodical

  Journal of Biomedical Informatics, year: 2008, volume: 41, edition: 5

2007

• A Non-traditional Inference Paradigm for Learned Ontologies

  NOVÁČEK Vít

  Article in Proceedings

  Proceedings of ESWC 2007 PhD Symposium, year: 2007

• Aiding the Data Integration in Medicinal Settings by Means of Semantic Technologies

  NOVÁČEK Vít LAERA Loredana HANDSCHUH Siegfried

  Article in Proceedings

  Making Semantics Work for Business, year: 2007