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Alexandra-Ioana Albu
Babeș-Bolyai University
Contact
About
First Name
Alexandra-Ioana
Last Name
Albu
University
Babeș-Bolyai University
Current position
Assistant Professor / Lecturer
Email
alexandra.albu@ubbcluj.ro
Researcher Identification
Google Scholar
Google Scholar
https://scholar.google.ro/citations?user=ULzTj-UAAAAJ&hl=ro
Keywords
protein-protein interaction prediction; deep learning; topological data analysis; anomaly detection; bioinformatics
Health related-scientific domains
Life Sciences related to Health
Applied Medical Technologies, Diagnostics, Therapies
Research expertise/competencies
My PhD thesis focused on studying representation learning methods in the context of classification tasks with noisy labels. In particular, I investigated applications of autoencoders and contrastive learning in protein-protein interaction prediction. Previously, I worked on anomaly detection in medical images. I am currently interested in applying methods based on topological data analysis in biomedical tasks.
Faculty / Institute / Department
Department of Computer Science
Research center/group
Machine Learning Research Group
Research center/group website
Available major infrastructure
-
Infrastructure website
Collaboration-based research services
-
Contractual research services
-
Topics for collaboration
Protein-protein interaction prediction using deep learning
Learning with noisy labels
Anomaly detection in biomedical images
Topological data analysis for bioinformatics and medicine
