Decision trees for monotone price models. - Marina Velikova; Hennie Daniels (Comput. Manag. Sci., 2004)

Derivation of monotone decision models from noisy data. - Hennie A. M. Daniels; Marina Velikova (IEEE Trans. Syst. Man Cybern. Syst., 2006)

Bayesian Network Decomposition for Modeling Breast Cancer Detection. - Marina Velikova; Nivea de Carvalho Ferreira; Peter J. F. Lucas (AIME, 2007)

Toward Expert Knowledge Representation for Automatic Breast Cancer Detection. - Marina Velikova; Maurice Samulski; Nico Karssemeijer; Peter J. F. Lucas (AIMSA, 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 (ECAI, 2008)

Partially Monotone Networks Applied to Breast Cancer Detection on Mammograms. - Marina Velikova; Hennie Daniels; Maurice Samulski (ICANN (1), 2008)

Causal Probabilistic Modelling for Two-View Mammographic Analysis. - Marina Velikova; Maurice Samulski; Peter J. F. Lucas; Nico Karssemeijer (AIME, 2009)

Critiquing Knowledge Representation in Medical Image Interpretation Using Structure Learning. - Niels Radstake; Peter J. F. Lucas; Marina Velikova; Maurice Samulski (KR4HC, 2010)

e-MomCare: A Personalised Home-Monitoring System for Pregnancy Disorders. - Marina Velikova; Peter J. F. Lucas; Marc Spaanderman (eHealth, 2010)

Using Local Context Information to Improve Automatic Mammographic Mass Detection. - Marina Velikova; Peter J. F. Lucas; Nico Karssemeijer (MedInfo, 2010)

Discretisation Does Affect the Performance of Bayesian Networks. - Saskia Robben; Marina Velikova; Peter J. F. Lucas; Maurice Samulski (SGAI Conf., 2010)

Comparison of universal approximators incorporating partial monotonicity by structure. - Alexey Minin; Marina Velikova; Bernhard Lang; Hennie Daniels (Neural Networks, 2010)

Monotone and partially monotone neural networks. - Hennie Daniels; Marina Velikova (IEEE Trans. Neural Networks, 2010)

A Predictive Bayesian Network Model for Home Management of Preeclampsia. - Marina Velikova; Peter J. F. Lucas; Marc Spaanderman (AIME, 2011)

Probabilistic Model-Based Assessment of Information Quality in Uncertain Domains. - Steffen Michels; Marina Velikova; Peter J. F. Lucas (Australasian Conference on Artificial Intelligence, 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 (CBMS, 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)

MoSHCA - my mobile and smart health care assistant. - Arjen Hommersom; Peter J. F. Lucas; Marina Velikova; Giso H. Dal; Joaquim Bastos; Jonathan Rodriguez 001; Marleen Germs; Henk Schwietert (Healthcom, 2013)

Inference for a New Probabilistic Constraint Logic. - Steffen Michels; Arjen Hommersom; Peter J. F. Lucas; Marina Velikova; Pieter W. M. Koopman (IJCAI, 2013)

A Decision Support Model for Uncertainty Reasoning in Safety and Security Tasks. - Steffen Michels; Marina Velikova; Arjen Hommersom; Peter J. F. Lucas (SMC, 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)

Imprecise Probabilistic Horn Clause Logic. - Steffen Michels; Arjen Hommersom; Peter J. F. Lucas; Marina Velikova (ECAI, 2014)

An Integrated Reconfigurable System for Maritime Situational Awareness. - Marina Velikova; Peter Novák 001; Bas Huijbrechts; Jan Laarhuis; Jesper Hoeksma; Steffen Michels (ECAI, 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)

Learning Bayesian networks for clinical time series analysis. - Maarten van der Heijden; Marina Velikova; Peter J. F. Lucas (J. Biomed. Informatics, 2014)

Automated Diagnosis of Breast Cancer on Medical Images. - Marina Velikova; Inês Dutra; Elizabeth S. Burnside (Foundations of Biomedical Knowledge Representation, 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)

Intelligent Disease Self-Management with Mobile Technology. - Marina Velikova; Peter J. F. Lucas; Maarten van der Heijden (Computer, 2015)

Assisted Diagnostics Methodology for Complex High-Tech Applications. - Marina Velikova; Carmen Bratosin; Alexander Ypma; Vera Lemmen; Robert Jan van Wijk (ICSRS, 2019)

A Digital Twin Method for Automated Behavior Analysis of Large-Scale Distributed IoT Systems. - Jack Sleuters; Yonghui Li 002; Jacques Verriet; Marina Velikova; Richard Doornbos (SoSE, 2019)