Marina Velikova

According to our database, Marina Velikova authored at least 30 papers between 2004 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

A Digital Twin Method for Automated Behavior Analysis of Large-Scale Distributed IoT Systems.

Jack Sleuters, Yonghui Li, Jacques Verriet, Marina Velikova, Richard Doornbos

Proceedings of the 14th Annual Conference System of Systems Engineering, 2019

Assisted Diagnostics Methodology for Complex High-Tech Applications.

Marina Velikova, Carmen Bratosin, Alexander Ypma, Vera Lemmen, Robert Jan van Wijk

Proceedings of the 4th International Conference on System Reliability and Safety, 2019

2015

Intelligent Disease Self-Management with Mobile Technology.

Marina Velikova, Peter J. F. Lucas, Maarten van der Heijden

Computer, 2015

A new probabilistic constraint logic programming language based on a generalised distribution semantics.

Steffen Michels, Arjen Hommersom, Peter J. F. Lucas, Marina Velikova

Artif. Intell., 2015

Automated Diagnosis of Breast Cancer on Medical Images.

Marina Velikova, Inês Dutra, Elizabeth S. Burnside

Proceedings of the Foundations of Biomedical Knowledge Representation, 2015

2014

Learning Bayesian networks for clinical time series analysis.

Maarten van der Heijden, Marina Velikova, Peter J. F. Lucas

J. Biomed. Informatics, 2014

Exploiting causal functional relationships in Bayesian network modelling for personalised healthcare.

Marina Velikova, Josien Terwisscha van Scheltinga, Peter J. F. Lucas, Marc Spaanderman

Int. J. Approx. Reason., 2014

An Integrated Reconfigurable System for Maritime Situational Awareness.

Marina Velikova, Peter Novák, Bas Huijbrechts, Jan Laarhuis, Jesper Hoeksma, Steffen Michels

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Imprecise Probabilistic Horn Clause Logic.

Steffen Michels, Arjen Hommersom, Peter J. F. Lucas, Marina Velikova

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013

On the interplay of machine learning and background knowledge in image interpretation by Bayesian networks.

Marina Velikova, Peter J. F. Lucas, Maurice Samulski, Nico Karssemeijer

Artif. Intell. Medicine, 2013

A Decision Support Model for Uncertainty Reasoning in Safety and Security Tasks.

Steffen Michels, Marina Velikova, Arjen Hommersom, Peter J. F. Lucas

Proceedings of the IEEE International Conference on Systems, 2013

Inference for a New Probabilistic Constraint Logic.

Steffen Michels, Arjen Hommersom, Peter J. F. Lucas, Marina Velikova, Pieter W. M. Koopman

Proceedings of the IJCAI 2013, 2013

MoSHCA - my mobile and smart health care assistant.

Arjen Hommersom, Peter J. F. Lucas, Marina Velikova, Giso H. Dal, Joaquim Bastos, Jonathan Rodriguez, Marleen Germs, Henk Schwietert

Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013

2012

A probabilistic framework for image information fusion with an application to mammographic analysis.

Marina Velikova, Peter J. F. Lucas, Maurice Samulski, Nico Karssemeijer

Medical Image Anal., 2012

Fully-automated interpretation of biochemical tests for decision support by smartphones.

Marina Velikova, Peter J. F. Lucas, Ruben L. Smeets, Josien Terwisscha van Scheltinga

Proceedings of CBMS 2012, 2012

Probabilistic Model-Based Assessment of Information Quality in Uncertain Domains.

Steffen Michels, Marina Velikova, Peter J. F. Lucas

Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

2011

A Predictive Bayesian Network Model for Home Management of Preeclampsia.

Marina Velikova, Peter J. F. Lucas, Marc Spaanderman

Proceedings of the Artificial Intelligence in Medicine, 2011

2010

Monotone and partially monotone neural networks.

Hennie Daniels, Marina Velikova

IEEE Trans. Neural Networks, 2010

Comparison of universal approximators incorporating partial monotonicity by structure.

Alexey Minin, Marina Velikova, Bernhard Lang, Hennie Daniels

Neural Networks, 2010

Discretisation Does Affect the Performance of Bayesian Networks.

Saskia Robben, Marina Velikova, Peter J. F. Lucas, Maurice Samulski

Proceedings of the Research and Development in Intelligent Systems XXVII, 2010

Using Local Context Information to Improve Automatic Mammographic Mass Detection.

Marina Velikova, Peter J. F. Lucas, Nico Karssemeijer

Proceedings of the MEDINFO 2010, 2010

e-MomCare: A Personalised Home-Monitoring System for Pregnancy Disorders.

Marina Velikova, Peter J. F. Lucas, Marc Spaanderman

Proceedings of the Electronic Healthcare - Third International Conference, 2010

Critiquing Knowledge Representation in Medical Image Interpretation Using Structure Learning.

Niels Radstake, Peter J. F. Lucas, Marina Velikova, Maurice Samulski

Proceedings of the Knowledge Representation for Health-Care, 2010

2009

Causal Probabilistic Modelling for Two-View Mammographic Analysis.

Marina Velikova, Maurice Samulski, Peter J. F. Lucas, Nico Karssemeijer

Proceedings of the Artificial Intelligence in Medicine, 2009

2008

Partially Monotone Networks Applied to Breast Cancer Detection on Mammograms.

Marina Velikova, Hennie Daniels, Maurice Samulski

Proceedings of the Artificial Neural Networks, 2008

A decision support system for breast cancer detection in screening programs.

Marina Velikova, Peter J. F. Lucas, Nivea de Carvalho Ferreira, Maurice Samulski, Nico Karssemeijer

Proceedings of the ECAI 2008, 2008

Toward Expert Knowledge Representation for Automatic Breast Cancer Detection.

Marina Velikova, Maurice Samulski, Nico Karssemeijer, Peter J. F. Lucas

Proceedings of the Artificial Intelligence: Methodology, 2008

2007

Bayesian Network Decomposition for Modeling Breast Cancer Detection.

Marina Velikova, Nivea de Carvalho Ferreira, Peter J. F. Lucas

Proceedings of the Artificial Intelligence in Medicine, 2007

2006

Derivation of monotone decision models from noisy data.

Hennie A. M. Daniels, Marina Velikova

IEEE Trans. Syst. Man Cybern. Syst., 2006

2004

Decision trees for monotone price models.

Marina Velikova, Hennie Daniels

Comput. Manag. Sci., 2004