Marina Velikova

30 papers A* 1A 3B 5C 1Misc 1Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2019 — conf
A Digital Twin Method for Automated Behavior Analysis of Large-Scale Distributed IoT Systems.
SoSE
Jack Sleuters, Yonghui Li, Jacques Verriet, Marina Velikova, Richard Doornbos
2019 — conf
Assisted Diagnostics Methodology for Complex High-Tech Applications.
ICSRS
Marina Velikova, Carmen Bratosin, Alexander Ypma, Vera Lemmen, Robert Jan van Wijk
2015 J jnl
A new probabilistic constraint logic programming language based on a generalised distribution semantics.
Artif. Intell.
Steffen Michels, Arjen Hommersom, Peter J. F. Lucas, Marina Velikova
2015 — ch.
Automated Diagnosis of Breast Cancer on Medical Images.
Foundations of Biomedical Knowledge Representation
Marina Velikova, Inês Dutra, Elizabeth S. Burnside
2015 J jnl
Intelligent Disease Self-Management with Mobile Technology.
Computer
Marina Velikova, Peter J. F. Lucas, Maarten van der Heijden
2014 A conf
An Integrated Reconfigurable System for Maritime Situational Awareness.
ECAI
Marina Velikova, Peter Novák, Bas Huijbrechts, Jan Laarhuis, Jesper Hoeksma, Steffen Michels
2014 J jnl
Exploiting causal functional relationships in Bayesian network modelling for personalised healthcare.
Int. J. Approx. Reason.
Marina Velikova, Josien Terwisscha van Scheltinga, Peter J. F. Lucas, Marc Spaanderman
2014 A conf
Imprecise Probabilistic Horn Clause Logic.
ECAI
Steffen Michels, Arjen Hommersom, Peter J. F. Lucas, Marina Velikova
2014 J jnl
Learning Bayesian networks for clinical time series analysis.
J. Biomed. Informatics
Maarten van der Heijden, Marina Velikova, Peter J. F. Lucas
2013 B conf
A Decision Support Model for Uncertainty Reasoning in Safety and Security Tasks.
SMC
Steffen Michels, Marina Velikova, Arjen Hommersom, Peter J. F. Lucas
2013 A* conf
Inference for a New Probabilistic Constraint Logic.
IJCAI
Steffen Michels, Arjen Hommersom, Peter J. F. Lucas, Marina Velikova, Pieter W. M. Koopman
2013 C conf
MoSHCA - my mobile and smart health care assistant.
Healthcom
Arjen Hommersom, Peter J. F. Lucas, Marina Velikova, Giso H. Dal, Joaquim Bastos, Jonathan Rodriguez, Marleen Germs, Henk Schwietert
2013 J jnl
On the interplay of machine learning and background knowledge in image interpretation by Bayesian networks.
Artif. Intell. Medicine
Marina Velikova, Peter J. F. Lucas, Maurice Samulski, Nico Karssemeijer
2012 J jnl
A probabilistic framework for image information fusion with an application to mammographic analysis.
Medical Image Anal.
Marina Velikova, Peter J. F. Lucas, Maurice Samulski, Nico Karssemeijer
2012 B conf
Fully-automated interpretation of biochemical tests for decision support by smartphones.
CBMS
Marina Velikova, Peter J. F. Lucas, Ruben L. Smeets, Josien Terwisscha van Scheltinga
2012 — conf
Probabilistic Model-Based Assessment of Information Quality in Uncertain Domains.
Australasian Conference on Artificial Intelligence
Steffen Michels, Marina Velikova, Peter J. F. Lucas
2011 B conf
A Predictive Bayesian Network Model for Home Management of Preeclampsia.
AIME
Marina Velikova, Peter J. F. Lucas, Marc Spaanderman
2010 J jnl
Comparison of universal approximators incorporating partial monotonicity by structure.
Neural Networks
Alexey Minin, Marina Velikova, Bernhard Lang, Hennie Daniels
2010 — conf
Critiquing Knowledge Representation in Medical Image Interpretation Using Structure Learning.
KR4HC
Niels Radstake, Peter J. F. Lucas, Marina Velikova, Maurice Samulski
2010 — conf
Discretisation Does Affect the Performance of Bayesian Networks.
SGAI Conf.
Saskia Robben, Marina Velikova, Peter J. F. Lucas, Maurice Samulski
2010 J jnl
Monotone and partially monotone neural networks.
IEEE Trans. Neural Networks
Hennie Daniels, Marina Velikova
2010 — conf
Using Local Context Information to Improve Automatic Mammographic Mass Detection.
MedInfo
Marina Velikova, Peter J. F. Lucas, Nico Karssemeijer
2010 — conf
e-MomCare: A Personalised Home-Monitoring System for Pregnancy Disorders.
eHealth
Marina Velikova, Peter J. F. Lucas, Marc Spaanderman
2009 B conf
Causal Probabilistic Modelling for Two-View Mammographic Analysis.
AIME
Marina Velikova, Maurice Samulski, Peter J. F. Lucas, Nico Karssemeijer
2008 A conf
A decision support system for breast cancer detection in screening programs.
ECAI
Marina Velikova, Peter J. F. Lucas, Nivea de Carvalho Ferreira, Maurice Samulski, Nico Karssemeijer
2008 — conf
Partially Monotone Networks Applied to Breast Cancer Detection on Mammograms.
ICANN (1)
Marina Velikova, Hennie Daniels, Maurice Samulski
2008 Misc conf
Toward Expert Knowledge Representation for Automatic Breast Cancer Detection.
AIMSA
Marina Velikova, Maurice Samulski, Nico Karssemeijer, Peter J. F. Lucas
2007 B conf
Bayesian Network Decomposition for Modeling Breast Cancer Detection.
AIME
Marina Velikova, Nivea de Carvalho Ferreira, Peter J. F. Lucas
2006 J jnl
Derivation of monotone decision models from noisy data.
IEEE Trans. Syst. Man Cybern. Syst.
Hennie A. M. Daniels, Marina Velikova
2004 J jnl
Decision trees for monotone price models.
Comput. Manag. Sci.
Marina Velikova, Hennie Daniels