Vassilis Virvilis

Statistics

Publications

Citations

132

H-Index

Active since

1999

Affiliations

National Centre of Scientific Research "Demokritos"(Current)

Institute of Informatics & Telecommunications

Institute of Informatics of the Slovak Academy of Sciences

Environmental Protection Agency

Maastricht University

Vassilis Virvilis is an author at National Centre of Scientific Research "Demokritos" specializing in computer science, representation learning, and machine learning.

ORCID

Publications per year

1999–2025

Publications

Input Feature Extraction for Multilayered Perceptrons Using Supervised Principal Component Analysis

Stavros Perantonis, Vassilis Virvilis · Neural Processing Letters · 1999 · 47 citations

Computing, Computer Engineering, Computer Science +15

Why adverse outcome pathways need to be FAIR

Clemens Wittwehr, Laure‐Alix Clerbaux, Stephen W. Edwards et al. · ALTEX · 2023 · 18 citations · Full text

Pharmacy, Toxicology, Causal Inference +14

Molecular basis of mood and cognitive adverse events elucidated via a combination of pharmacovigilance data mining and functional enrichment analysis

Christos Andronis, João Pedro Silva, Eftychia Lekka et al. · Archives of Toxicology · 2020 · 17 citations · Full text

Medicine, Bioinformatics, Pharmacology +17

The FAIR AOP roadmap for 2025: Advancing findability, accessibility, interoperability, and re-usability of adverse outcome pathways

Holly M. Mortensen, Maciej Gromelski, Marvin Martens et al. · Computational Toxicology · 2025 · 14 citations · Full text

Pharmacy, Bioinformatics, Health Data Standards +13

Dimensionality reduction using a novel neural network based feature extraction method

Stavros Perantonis, Vassilis Virvilis · 2003 · 13 citations

Computing, Computer Science, Data Mining +12

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