Researcher
Kyriakos Efthymiadis
- Keywords:Computer science (incl. applied informatics)
- Disciplines:Machine learning and decision making, Computer vision, Adaptive agents and intelligent robotics
Affiliations
- Informatics and Applied Informatics (Department)
Member
From1 Dec 2018 → 21 Feb 2019 - Informatics and Applied Informatics (Department)
Member
From1 Dec 2018 → 30 Sep 2019 - Artificial Intelligence (Research group)
Member
From15 Apr 2018 → Today - Informatics and Applied Informatics (Department)
Member
From15 Apr 2015 → 31 Dec 2021
Publications
1 - 10 of 20
- Convolutional neural network for automated peak detection in reversed-phase liquid chromatography(2022)
Authors: Alexander Kensert, Emery Bosten, Kyriakos Efthymiadis, Peter Van Broeck, Gert Desmet, Deirdre Cabooter
Number of pages: 10 - A Framework for Flexibly Guiding Learning Agents(2022)
Authors: Mahmoud Elbarbari, Florent Delgrange, Ivo Vervlimmeren, Kyriakos Efthymiadis, Bram Vanderborght, Ann Nowé
Pages: 1-17Number of pages: 17 - Deep learning for biosignal control(2022)
Authors: Arnau Dillen, Denis Steckelmacher, Kyriakos Efthymiadis, Kevin Langlois, Albert De Beir, Uros Marusic, B Vanderborght, Ann Nowe, Romain Meeusen, Fakhreddine Ghaffari, et al.
- Graph Convolutional Networks for Improved Prediction and Interpretability of Chromatographic Retention Data(2021)
Authors: Alexander Kensert, Robbin Bouwmeester, Kyriakos Efthymiadis, Peter Van Broeck, Gert Desmet, Deirdre Cabooter
Pages: 15633-15641Number of pages: 9 - Deep convolutional autoencoder for the simultaneous removal of baseline noise and baseline drift in chromatograms(2021)
Authors: Alexander Kensert, Gilles Collaerts, Kyriakos Efthymiadis, Peter Van Broeck, Gert Desmet, Deirdre Cabooter
- LTLf-based Reward Shaping for Reinforcement Learning(2021)
Authors: Mahmoud Elbarbari, Kyriakos Efthymiadis, Bram Vanderborght, Ann Nowé
Number of pages: 6 - Deep Q-learning for the selection of optimal isocratic scouting runs in liquid chromatography(2021)
Authors: Alexander Kensert, Gilles Collaerts, Kyriakos Efthymiadis, Gert Desmet, Deirdre Cabooter
- Application of evolutionary algorithms to optimise one- and two-dimensional gradient chromatographic separations(2020)
Authors: Bram Huygens, Kyriakos Efthymiadis, Ann Nowé, Gert Desmet
Number of pages: 11 - Application of evolutionary algorithms to optimise one- and two-dimensional gradient chromatographic separations(2020)
Authors: Bram Huygens, Kyriakos Efthymiadis, Ann Nowé, Gert Desmet
- DuStt – a Speech-to-Text Engine for Dutch(2019)Series: CEUR Workshop ProceedingsVolume: 2491
Authors: Willem Röpke, Roxana-Teodora Radulescu, Kyriakos Efthymiadis, Ann Nowé
Number of pages: 2