Browsing by Author "Orphanou, Kalia"
Now showing items 1-8 of 8
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Conference Object
Combining Naive Bayes Classifiers with Temporal Association Rules for Coronary Heart Disease Diagnosis
Orphanou, Kalia; Dagliati, A.; Sacchi, L.; Stassopoulou, Athena; Keravnou-Papailiou, Elpida T.; Bellazzi, R. (2016)
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Article
DBN-extended: A Dynamic Bayesian network model extended with temporal abstractions for coronary heart disease prognosis
Orphanou, Kalia; Stassopoulou, Athena; Keravnou-Papailiou, Elpida T. (2015)Dynamic Bayesian networks (DBNs) are temporal probabilistic graphical models that model temporal events and their causal and temporal dependencies. Temporal abstraction (TA) is a knowledge-based process which abstracts raw ...
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Article
DBN-extended: A dynamic Bayesian network model extended with temporal abstractions for coronary heart disease prognosis
Orphanou, Kalia; Stassopoulou, Athena; Keravnou-Papailiou, Elpida T. (2016)
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Article
Integration of Temporal abstraction and Dynamic Bayesian Networks for Coronary Heart Diagnosis
Orphanou, Kalia; Stassopoulou, Athena; Keravnou-Papailiou, Elpida T. (2014)
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Conference Object
Integration of temporal abstraction and dynamic bayesian networks in clinical systems. A preliminary approach
Orphanou, Kalia; Keravnou-Papailiou, Elpida T.; Moutiris, Joseph Antoniou (2012)
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Article
MANDOLA: A Big-Data Processing and Visualization Platform for Monitoring and Detecting Online Hate Speech
Paschalides, Demetris; Stephanidis, Dimosthenis; Andreou, Andreas; Orphanou, Kalia; Pallis, George; Dikaiakos, Marios D.; Markatos, Evangelos (2020)In recent years, the increasing propagation of hate speech in online social networks and the need for effective counter-measures have drawn significant investment from social network companies and researchers. This has ...
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Article
Risk assessment for primary coronary heart disease event using dynamic bayesian networks
Orphanou, Kalia; Stassopoulou, Athena; Keravnou-Papailiou, Elpida T. (2015)
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Article
Temporal abstraction and temporal Bayesian networks in clinical domains: a survey
Orphanou, Kalia; Stassopoulou, Athena; Keravnou-Papailiou, Elpida T. (2014)Objectives: Temporal abstraction (TA) of clinical data aims to abstract and interpret clinical data into meaningful higher-level interval concepts. Abstracted concepts are used for diagnostic, prediction and therapy planning ...