Scholar
Luis Rueda
Google Scholar ID: 2OPjLFkAAAAJ
Professor, School of Computer Science, University of Windsor
Citations & Impact
Citations
1,253
H-index
18
i10-index
30
Publications
20
Co-authors
7
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Nov 2023: Keynote talk at AUCOB 2023
- Feb 2023: Published 'Cell Type Annotation Model Selection...' in Genes, 14(3):596
- Jun 2022: Published survey 'Applications of deep learning in disease diagnosis of chest radiographs...' in Biomedical Engineering Advances
- Jan 2022: Published 'Discovering Cell Types Using Manifold Learning...' in Scientific Reports, 12:120
- Oct 2021: Keynote talk at IEEE IEMCON 2021: 'How Self-organizing Maps Empower Convolutional Neural Networks'
- Aug 2021: Published 'Identification of Enriched Regions in ChIP-seq Data...' in IEEE/ACM TCBB
- Apr 2021: Published 'Spam Review Detection Using Self-organizing Maps and CNNs' in Computers & Security
- Supervised successful MSc thesis defenses of students including Shanu Kumar, Yash Trivedi, Sheena Hora, and Saiteja Danda
Background
- Full Professor at the School of Computer Science, University of Windsor, Canada (since 2013)
- Research focuses on fundamental shallow and deep machine learning and representation learning algorithms, with applications in bioinformatics and cybersecurity
- Application areas include protein-protein interaction, transcriptomics, integrative genome-wide analysis, cancer biomarker identification, user authentication, spam review detection, and social engineering
- Senior Member of IEEE, member of IAPR and ISCB
- Associate Editor of IEEE/ACM Transactions on Computational Biology and Bioinformatics
- Member of IAPR TC-20 (Technical Committee on Pattern Recognition for Bioinformatics) and program committees of multiple conferences
- Principal investigator of the Machine Learning in Bioinformatics Lab at the University of Windsor
