Dr. Marharyta Aleksandrova

Office: MNO, E02 0215-040
Email:
Phone: (+352) 46 66 44 6933

Profile

Marharyta joined the Interdisciplinary Centre for Security, Reliability and Trust (SnT) and SECAN-Lab in 2017 right after obtaining her PhD in Computer Science from the joint doctoral program offered 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 doctoral work addressed two research problems: providing interpretation of latent models, and identification of factors which can stimulate the development of the system in the desired direction. This work was conducted within the scope of recommender systems application domains. At SECAN-Lab, her research focuses on the application of machine learning methods to provide better security in computer networks.

Research Interests

Artificial intelligence; Prescriptive and Predictive Analytics; User Modelling

Projects

         

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Publications

2017

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)

2016

Aleksandrova, Marharyta; Brun, Armelle; Chertov, Oleg; Boyer, Anne
in Tools with Artificial Intelligence (ICTAI), 2016 IEEE 28th International Conference on (2016)

Aleksandrova, Marharyta; Brun, Armelle; Chertov, Oleg; Boyer, Anne
in ECAI (2016)

Aleksandrova, Marharyta; Brun, Armelle; Boyer, Anne; Chertov, Oleg
in Journal of Intelligent Information Systems (2016)

Aleksandrova, Marharyta; Brun, Armelle; Chertov, Oleg; Boyer, Anne
in 2nd European Workshop on Chance Discovery and Data Synthesis (EWCDDS16) (2016)

Tkachenko, Pavlo; Kriukova, Galyna; Aleksandrova, Marharyta; Chertov, Oleg; Renard, Eric; Pereverzyev, Sergei V.
in Computer Methods & Programs in Biomedicine (2016)

2014

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)

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)

2013

Chertov, Oleg; Aleksandrova, Marharyta
in Procedia Social and Behavioral Sciences (2013)

Chertov, Oleg; Aleksandrova, Marharyta
in Soft Computing: State of the Art Theory and Novel Applications (2013)

2010

Chertov, Oleg; Tavrov, Dan; Pavlov, Dmytro; Aleksandrova, Marharyta; Volodymyr, Malchikov
in Book (2010)