Alexandra BĂICOIANU

Lecturer
Department of Mathematics and Informatics
Faculty of Mathematics and Informatics

Contact:

Iuliu Maniu 50, Brașov, România
Building P, Room PI8
Tel./Fax: +40 268 414.016
E-mail: a.baicoianu@unitbv.ro

Research interests:

  • Algorithms
  • Formal languages
  • Machine Learning and Applied Computational Intelligence
  • Discrete optimization
  • High Performance Computing

Publications (selection)

  • A research study on running machine learning algorithms on Big Data with Spark, in review process, 2020
  • Diagnose bearing failures with machine learning models, in review process, 2020
  • Machine learning for condition monitoring: latest trend and review, 35th IBIMA Conference, 2020.
  • The assessment of datasets in the context of object classification from photos, using convolutional neural networks, 31st IBIMA Conference, 2018.
  • About innovation and optimization with Logical Analysis of Data and WEKA, Proceedings of the 28th International Business Information Management Association Conference, 2016.
  • A Comparative Study of Some Classification Algorithms using WEKA and LAD Algorithm, Annals of the Tiberiu Popoviciu Seminar of Functional Equations, Approximation and Convexity, 2014.
  • A Plagiarism Detection System in Computer Source Code, BDI: International Journal of Computer Science Research and Application, 2013.