The DATAMIN Research Group within the Babes-Bolyai University, lead by Prof. Csato Lehel, Ph.D., focuses on issues related to processing of large corpus of text documents, Semi-supervised learning, Feature extraction processing methods using Stochastic processes, Robotics.
The Applied Computational Intelligence Group within the Babeș-Bolyai University is lead by Prof. Horia Pop, Ph.D. The group's research interests focus on Intelligent Data Analysis Methods, Formal Concept Analysis, Bioinformatics, Computational Linguistics, Medical Data Mining, Search-based Software Engineering and using Machine Learning techniques in Software Engineering.
The Artificial Intelligence and Bioinformatics Research Group, lead by researcher Liviu Badea, Ph.D., has as main areas of interest Machine Learning, Data Mining, Inductive Logic Programming, Multi-relational Learning, Bioinformatics, Semantic Web,Image Processing, Knowledge Representation and Expert Systems.
The Knowledge Engineering Group (KEG), lead by Prof. Rodica Potolea, PhD, is addressing problems for knowledge extraction, representation, storage and management that the information era has brought in various segments of human activity due to data overload.
The main fundamental theoretical aspects our group focuses on are: dealing with problem-specific features extraction from both structured data, pre-processing techniques for handling noisy and/or incomplete data, learning from balanced/unbalanced and structured/unstructured data.Details