IOANNIS TSAMARDINOS – Institute of Applied and Computational Mathematics

Ioannis Tsamardinos is a Professor at the Computer Science Department at the University of Crete where he heads his own lab and all-star team MensXMachina, successfully translating academic R&D into real world business tools ready to market. He is also a member of IACM-FORTH.

Contact Info

First Name

IOANNIS

Last Name

TSAMARDINOS

tsamard@csd.uoc.gr

curriculum-vitae.pdf

Webpage

http://mensxmachina.org/

Address

Department of Computer Science, University of Crete, Voutes Campus, GR-70013 Heraklion, Crete, Greece

Phone

+30 2810 393 575

PUBLICATIONS

Selected Publications

G Paterakis, S Fafalios, P Charonyktakis, V Christophides, I Tsamardinos (2024) Do we really need imputation in AutoML predictive modeling? ACM Transactions on Knowledge Discovery from Data.

GV Thomaidis, K Papadimitriou, S Michos, E Chartampilas, I Tsamardinos (2023) A characteristic cerebellar biosignature for bipolar disorder, identified with fully automatic machine learning, IBRO Neuroscience Reports 15, 77-89.

I Karagiannaki, K Gourlia, V Lagani, Y Pantazis, I Tsamardinos (2023) Learning biologically-interpretable latent representations for gene expression data: pathway activity score learning algorithm, Machine Learning 112 (11), 4257-4287.

OD Røe, OTD Nguyen, Y Fotopoulos, V Lagani, I Tsamardinos (2023) Prediction of 6-year risk of bladder cancer using the HUNT Lung Cancer Risk Model in ever-smokers: A HUNT study. Journal of Clinical Oncology 41 (16_suppl), e16581-e16581.

V Plakandaras, P Gogas, T Papadimitriou, I Tsamardinos (2022) Credit card fraud detection with automated machine learning systems, Applied Artificial Intelligence 36 (1), 2086354.

I Tsamardinos (2022) Don’t lose samples to estimation, Patterns 3 (12).

RESEARCH

Research Interests

– Machine Learning

– Data Science

– Bioinformatics

– Causal Discovery

– Artificial Intelligence