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Marharyta Aleksandrova

Marharyta Aleksandrova

Postdoctoral researcher

Faculté ou Centre Faculté des Sciences, des Technologies et de Médecine
Adresse postale Université du Luxembourg
Maison du Nombre
6, Avenue de la Fonte
L-4364 Esch-sur-Alzette
Bureau sur le campus MNO, E02 0215-050
Téléphone (+352) 46 66 44 6933
Fax (+352) 46 66 44 36933

Marharyta ALEKSANDROVA received her PhD diploma in July, 2017. She worked on her PhD thesis under a joint supervision by the University of Lorraine / Lorraine Research Laboratory in Computer Science and its Applications – LORIA, (Nancy, France) and the National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" (Kyiv, Ukraine). Her research interests are in artificial intelligence, focusing on prescriptive and predictive analytics and user modelling. Marharyta joined the Networking group, NETLAB, headed by Prof. Thomas Engel.

Last updated on: vendredi 03 novembre 2017

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See detailContrast classification rules for mining local differences in medical data
Aleksandrova, Marharyta; Chertov, Oleg; Brun, Armelle; Boyer, Anne

in Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2017 9th IEEE International Conference on (2017)

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See detailIdentifying representative users in matrix factorization-based recommender systems: application to solving the content-less new item cold-start problem
Aleksandrova, Marharyta; Brun, Armelle; Boyer, Anne; Chertov, Oleg

in Journal of Intelligent Information Systems (2016)

See detailSets of Contrasting Rules to Identify Trigger Factors.
Aleksandrova, Marharyta; Brun, Armelle; Chertov, Oleg; Boyer, Anne

in ECAI (2016)

See detailSets of Contrasting Rules: A Supervised Descriptive Rule Induction Pattern for Identification of Trigger Factors
Aleksandrova, Marharyta; Brun, Armelle; Chertov, Oleg; Boyer, Anne

in Tools with Artificial Intelligence (ICTAI), 2016 IEEE 28th International Conference on (2016)

See detailAutomatic Identification of Trigger Factors: a Possibility for Chance Discovery
Aleksandrova, Marharyta; Brun, Armelle; Chertov, Oleg; Boyer, Anne

in 2nd European Workshop on Chance Discovery and Data Synthesis (EWCDDS16) (2016)

See detailPrediction of nocturnal hypoglycemia by an aggregation of previously known prediction approaches: proof of concept for clinical application
Tkachenko, Pavlo; Kriukova, Galyna; Aleksandrova, Marharyta; Chertov, Oleg; Renard, Eric; Pereverzyev, Sergei V.

in Computer Methods & Programs in Biomedicine (2016), 134

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See detailSearch for user-related features in matrix factorization-based recommender systems
Aleksandrova, Marharyta; Brun, Armelle; Boyer, Anne; Chertov, Oleg

in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2014), PhD Session Proceedings (2014)

See detailCan Latent Features Be Interpreted as Users in Matrix Factorization-Based Recommender Systems?
Brun, Armelle; Aleksandrova, Marharyta; Boyer, Anne

in Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)-Volume 02 (2014)

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See detailUsing association rules for searching levers of influence in census data
Chertov, Oleg; Aleksandrova, Marharyta

in Procedia Social and Behavioral Sciences (2013), 73

See detailFuzzy clustering with prototype extraction for census data analysis
Chertov, Oleg; Aleksandrova, Marharyta

in Soft Computing: State of the Art Theory and Novel Applications (2013)

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See detailGroup methods of data processing
Chertov, Oleg; Tavrov, Dan; Pavlov, Dmytro; Aleksandrova, Marharyta; Volodymyr, Malchikov

Book published by Lulu. com (2010)

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