WANT A PROFILE LIKE THIS?
Create my FREE Plan Or learn about other options
Barbara Pes
PeerJ Editor & Author
300 Points

Contributions by role

Author 100
Editor 200

Contributions by subject area

Bioinformatics
Artificial Intelligence
Data Mining and Machine Learning
Spatial and Geographic Information Systems

Barbara Pes

PeerJ Editor & Author

Summary

Barbara Pes obtained her laurea degree in Physics from the University of Cagliari (Italy) in 2001. From 2002 to 2005 she collaborated with the Database and Data Mining Group at the Department of Mathematics and Computer Science, University of Cagliari. Since 2006 she has been working at the same department as a University Researcher (permanent position). Here she teaches/taught Foundations of Computer Science, Database and Data Mining courses.

Barbara Pes has participated in several research projects on Web-based Information Systems, Service-Oriented Architectures, Data Integration, High-dimensional Data Analysis, and Bioinformatics. Currently, her main research interests are in the field of Data Mining and Machine Learning, Classification of High-dimensional Data, Feature Selection. She is author of more than 60 papers published in international conferences, books and journals.

Data Mining & Machine Learning

Editorial Board Member

PeerJ Computer Science

Work details

Researcher

Università degli Studi di Cagliari
Dipartimento di Matematica e Informatica

PeerJ Contributions

  • Articles 1
  • Edited 1
December 24, 2021
Cost-sensitive learning strategies for high-dimensional and imbalanced data: a comparative study
Barbara Pes, Giuseppina Lai
https://doi.org/10.7717/peerj-cs.832

Academic Editor on

January 7, 2019
Machine learning with remote sensing data to locate uncontacted indigenous villages in Amazonia
Robert S. Walker, Marcus J. Hamilton
https://doi.org/10.7717/peerj-cs.170