Interests

The current research focuses on authorship attribution by using artificial intelligence techniques and stylometry.

Some past research interests were:
  • Authorship attribution by using BERT as a pretrained language on romanian texts, Artificial Neural Networks (ANN), Multi Expression Programming (MEP), k-Nearest-Neighbor (k-NN), Support Vector Machine (SVM), and Decision Trees (DT) with C5.0;
  • Knowledge Discovery and Formal concept analysis;
  • Data visualization on HTML5 Canvas (graph visualisation);
  • Web mining (web usage mining and web content mining);
  • Statistical representation of web usage data;
  • E-learning (implemented the PULSE portal and analysed the usage logs by using some of the aforementioned techniques);
  • Hierarchical routing, MPLS (Multi Protocol Label Switching), QoS and TE.

Research