Marina Velikova

Publication Activity (10 Years)

Years Active: 2004-2019
Publications (10 Years): 4

Top Topics

Logic Programming Language

Bayesian Networks

Situational Awareness

Information Fusion

Top Venues

Artif. Intell. Medicine

Int. J. Approx. Reason.

Publications

Marina Velikova, Carmen Bratosin, Alexander Ypma, Vera Lemmen, Robert Jan van Wijk
Assisted Diagnostics Methodology for Complex High-Tech Applications. ICSRS (2019)
Jack Sleuters, Yonghui Li, Jacques Verriet, Marina Velikova, Richard Doornbos
A Digital Twin Method for Automated Behavior Analysis of Large-Scale Distributed IoT Systems. SoSE (2019)
Steffen Michels, Arjen Hommersom, Peter J. F. Lucas, Marina Velikova
A new probabilistic constraint logic programming language based on a generalised distribution semantics. Artif. Intell. 228 (2015)
Marina Velikova, Peter J. F. Lucas, Maarten van der Heijden
Intelligent Disease Self-Management with Mobile Technology. Computer 48 (2) (2015)
Marina Velikova, Josien Terwisscha van Scheltinga, Peter J. F. Lucas, Marc Spaanderman
Exploiting causal functional relationships in Bayesian network modelling for personalised healthcare. Int. J. Approx. Reason. 55 (1) (2014)
Marina Velikova, Peter Novák, Bas Huijbrechts, Jan Laarhuis, Jesper Hoeksma, Steffen Michels
An Integrated Reconfigurable System for Maritime Situational Awareness. ECAI (2014)
Maarten van der Heijden, Marina Velikova, Peter J. F. Lucas
Learning Bayesian networks for clinical time series analysis. J. Biomed. Informatics 48 (2014)
Steffen Michels, Arjen Hommersom, Peter J. F. Lucas, Marina Velikova
Imprecise Probabilistic Horn Clause Logic. ECAI (2014)
Steffen Michels, Arjen Hommersom, Peter J. F. Lucas, Marina Velikova, Pieter W. M. Koopman
Inference for a New Probabilistic Constraint Logic. IJCAI (2013)
Steffen Michels, Marina Velikova, Arjen Hommersom, Peter J. F. Lucas
A Decision Support Model for Uncertainty Reasoning in Safety and Security Tasks. SMC (2013)
Arjen Hommersom, Peter J. F. Lucas, Marina Velikova, Giso H. Dal, Joaquim Bastos, Jonathan Rodriguez, Marleen Germs, Henk Schwietert
MoSHCA - my mobile and smart health care assistant. Healthcom (2013)
Marina Velikova, Peter J. F. Lucas, Maurice Samulski, Nico Karssemeijer
On the interplay of machine learning and background knowledge in image interpretation by Bayesian networks. Artif. Intell. Medicine 57 (1) (2013)
Marina Velikova, Peter J. F. Lucas, Ruben L. Smeets, Josien Terwisscha van Scheltinga
Fully-automated interpretation of biochemical tests for decision support by smartphones. CBMS (2012)
Marina Velikova, Peter J. F. Lucas, Maurice Samulski, Nico Karssemeijer
A probabilistic framework for image information fusion with an application to mammographic analysis. Medical Image Anal. 16 (4) (2012)
Steffen Michels, Marina Velikova, Peter J. F. Lucas
Probabilistic Model-Based Assessment of Information Quality in Uncertain Domains. Australasian Conference on Artificial Intelligence (2012)
Marina Velikova, Peter J. F. Lucas, Marc Spaanderman
A Predictive Bayesian Network Model for Home Management of Preeclampsia. AIME (2011)
Marina Velikova, Peter J. F. Lucas, Nico Karssemeijer
Using Local Context Information to Improve Automatic Mammographic Mass Detection. MedInfo (2010)
Alexey Minin, Marina Velikova, Bernhard Lang, Hennie Daniels
Comparison of universal approximators incorporating partial monotonicity by structure. Neural Networks 23 (4) (2010)
Niels Radstake, Peter J. F. Lucas, Marina Velikova, Maurice Samulski
Critiquing Knowledge Representation in Medical Image Interpretation Using Structure Learning. KR4HC (2010)
Marina Velikova, Peter J. F. Lucas, Marc Spaanderman
e-MomCare: A Personalised Home-Monitoring System for Pregnancy Disorders. eHealth (2010)
Saskia Robben, Marina Velikova, Peter J. F. Lucas, Maurice Samulski
Discretisation Does Affect the Performance of Bayesian Networks. SGAI Conf. (2010)
Hennie Daniels, Marina Velikova
Monotone and partially monotone neural networks. IEEE Trans. Neural Networks 21 (6) (2010)
Marina Velikova, Maurice Samulski, Peter J. F. Lucas, Nico Karssemeijer
Causal Probabilistic Modelling for Two-View Mammographic Analysis. AIME (2009)
Marina Velikova, Peter J. F. Lucas, Nivea de Carvalho Ferreira, Maurice Samulski, Nico Karssemeijer
A decision support system for breast cancer detection in screening programs. ECAI (2008)
Marina Velikova, Maurice Samulski, Nico Karssemeijer, Peter J. F. Lucas
Toward Expert Knowledge Representation for Automatic Breast Cancer Detection. AIMSA (2008)
Marina Velikova, Hennie Daniels, Maurice Samulski
Partially Monotone Networks Applied to Breast Cancer Detection on Mammograms. ICANN (1) (2008)
Marina Velikova, Nivea de Carvalho Ferreira, Peter J. F. Lucas
Bayesian Network Decomposition for Modeling Breast Cancer Detection. AIME (2007)
Hennie A. M. Daniels, Marina Velikova
Derivation of monotone decision models from noisy data. IEEE Trans. Syst. Man Cybern. Syst. 36 (5) (2006)
Marina Velikova, Hennie Daniels
Decision trees for monotone price models. Comput. Manag. Sci. 1 (3-4) (2004)