Elpida T. Keravnou

According to our database1, Elpida T. Keravnou authored at least 43 papers between 1987 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2018
Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis.
Journal of Biomedical Informatics, 2018

2016
DBN-Extended: A Dynamic Bayesian Network Model Extended With Temporal Abstractions for Coronary Heart Disease Prognosis.
IEEE J. Biomedical and Health Informatics, 2016

Combining Naive Bayes Classifiers with Temporal Association Rules for Coronary Heart Disease Diagnosis.
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

2015
Risk Assessment for Primary Coronary Heart Disease Event Using Dynamic Bayesian Networks.
Proceedings of the Artificial Intelligence in Medicine, 2015

2014
Temporal abstraction and temporal Bayesian networks in clinical domains: A survey.
Artificial Intelligence in Medicine, 2014

Integration of Temporal abstraction and Dynamic Bayesian Networks for Coronary Heart Diagnosis.
Proceedings of the STAIRS 2014, 2014

2012
Integration of Temporal Abstraction and Dynamic Bayesian Networks in Clinical Systems. A preliminary approach.
Proceedings of the 2012 Imperial College Computing Student Workshop, 2012

2007
Artificial Intelligence in Medicine AIME '05.
Artificial Intelligence in Medicine, 2007

2006
Temporal representation and reasoning in medicine: Research directions and challenges.
Artificial Intelligence in Medicine, 2006

2005
Temporal Reasoning in Medicine.
Proceedings of the Handbook of Temporal Reasoning in Artificial Intelligence, 2005

Artificial Intelligence in Medicine in Europe AIME'03.
Artificial Intelligence in Medicine, 2005

2002
Temporal constraints in clinical diagnosis.
Journal of Intelligent and Fuzzy Systems, 2002

2001
Abductive Diagnosis Using Time-Objects: Criteria for the Evaluation of Solutions.
Computational Intelligence, 2001

AIM portraits: tracing the evolution of artificial intelligence in medicine and predicting its future in the new millennium.
Artificial Intelligence in Medicine, 2001

1999
A Multidimensional and Multigranular Model of Time for Medical Knowledge-Based Systems.
J. Intell. Inf. Syst., 1999

Temporal Abductive Diagnosis.
Proceedings of the Progress in Artificial Intelligence, 1999

1998
Metareasoning and meta-level learning in a hybrid knowledge-based architecture.
Artificial Intelligence in Medicine, 1998

Intelligent Data Analysis for Medical Diagnosis: Using Machine Learning and Temporal Abstraction.
AI Commun., 1998

1997
Integrating multiple problem solvers in knowledge-based systems.
Knowledge Eng. Review, 1997

Meta-Level Learning in a Hybrid Knowledge-Based Architecture.
Proceedings of the Artificial Intelligence Medicine, 1997

1996
Temporal diagnostic reasoning based on time-objects.
Artificial Intelligence in Medicine, 1996

Temporal reasoning in medicine.
Artificial Intelligence in Medicine, 1996

Engineering time in medical knowledge-based systems through time-axes and time-objects.
Proceedings of the Third International Workshop on Temporal Representation and Reasoning, 1996

1995
Introducing Computer Science Undergraduates to Principles of Programming Through a Functional Language.
Proceedings of the Functional Programming Languages in Education, 1995

Modelling Medical Concepts as Time-Objects.
Proceedings of the Artificial Intelligence Medicine, 1995

1993
Towards competent information acquisition interactions between an expert system and its user.
Knowl.-Based Syst., 1993

'Slick Systems' and 'Happy Hackers': experience with group projects at UCL.
Software Engineering Journal, 1993

1992
Background knowledge in diagnosis.
Artificial Intelligence in Medicine, 1992

1991
KARDIO: a study in deep and qualitative knowledge for expert systems by Ivan Bratko, Igor Mozetic and Nada Lavrac, The MIT Press, Cambridge, MA, 1989, pp 260.
Knowledge Eng. Review, 1991

Abductive inference models for diagnostic problem-solving by Yun Peng and James A. Reggia, Springer-Verlag, Berlin, 1990, pp 268.
Knowledge Eng. Review, 1991

Medical temporal reasoning.
Artificial Intelligence in Medicine, 1991

1990
Making deepness explicit.
Artificial Intelligence in Medicine, 1990

A temporal reasoning framework used in the diagnosis of skeletal dysplasias.
Artificial Intelligence in Medicine, 1990

Deep models for medical expert systems.
Artificial Intelligence in Medicine, 1990

Book reviews.
Artif. Intell. Rev., 1990

1989
What is a deep expert system? An analysis of the architectural requirements of second-generation expert systems.
Knowledge Eng. Review, 1989

Towards a generalized model of diagnostic behaviour.
Knowl.-Based Syst., 1989

Deep and shallow models in medical expert systems.
Artificial Intelligence in Medicine, 1989

Diagnostic problem solving. Combining heuristic, approximate and causal reasoning : Pietro Torasso and Luca Console: North Oxford Academic Publishers Ltd., London, 1989, 243 pp., £ 20.00.
Artificial Intelligence in Medicine, 1989

A Model-Based Diagnostic Expert System for Skeletal Dysplasias.
Proceedings of the AIME 89, 1989

1987
Intelligent handling of data by integration of commonsense reasoning.
Knowl.-Based Syst., 1987

Book reviews.
Artif. Intell. Rev., 1987

NEOCRIB: An Expert Fault Finding System that Articulates the Competence of Field Engineers.
Proceedings of the Fehlertolerierende Rechensysteme / Fault-Tolerant Computing Systems, 1987


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