Search Results for author: Evangelos Michelioudakis

Found 5 papers, 2 papers with code

Early Time-Series Classification Algorithms: An Empirical Comparison

no code implementations3 Mar 2022 Charilaos Akasiadis, Evgenios Kladis, Evangelos Michelioudakis, Elias Alevizos, Alexander Artikis

Our goal is to provide a framework for the evaluation and comparison of ETSC algorithms and to obtain intuition on how such approaches perform on real-life applications.

Classification Time Series +2

Parallel Model Exploration for Tumor Treatment Simulations

1 code implementation25 Mar 2021 Charilaos Akasiadis, Miguel Ponce-de-Leon, Arnau Montagud, Evangelos Michelioudakis, Alexia Atsidakou, Elias Alevizos, Alexander Artikis, Alfonso Valencia, Georgios Paliouras

The main challenges are first to calibrate the simulators so as to reproduce real-world cases, and second, to search for specific values of the parameter space concerning effective drug treatments.

Computational Efficiency Drug Discovery

Semi-Supervised Online Structure Learning for Composite Event Recognition

1 code implementation1 Mar 2018 Evangelos Michelioudakis, Alexander Artikis, Georgios Paliouras

Online structure learning approaches, such as those stemming from Statistical Relational Learning, enable the discovery of complex relations in noisy data streams.

Human Activity Recognition Missing Labels +1

The Complex Event Recognition Group

no code implementations12 Feb 2018 Elias Alevizos, Alexander Artikis, Nikos Katzouris, Evangelos Michelioudakis, Georgios Paliouras

The Complex Event Recognition (CER) group is a research team, affiliated with the National Centre of Scientific Research "Demokritos" in Greece.

BIG-bench Machine Learning

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