Evripidis Gkanias

About me: 

During his bachelor thesis in 2013 at the Aristotle University of Thessaloniki, Evripidis had his first experience in machine learning and artificial intelligence, under the supervision of Dr Grigorios Tsoumakas; he explored the performance of Deep Belief Networks (DBNs) on multi-label classification problems, including medical, image, sound and text datasets. In July 2013, he achieved the 1st class honours BSc degree in the same university with specialisation in Information Systems. In May 2014, Evripidis stated working as a research assistant on human motion analysis at the Centre of Research and Technology - Hellas (CERTH) under the supervision of Dr Petros Daras, when he realised his passion for research. He was working on motion analysis of athletes performing sports, trying to use machine learning to train a coach that gives hints of how to improve their performance. Later, in September 2015, he decided to extend his knowledge of artificial intelligence by joining a homonymous master programme at the University of Edinburgh under the UK/EU masters scholarship awarded from the same university. It was then when he met Prof. Barbara Webb, who introduced him to the multidiscipline field of bio-robotics and insect robotics. She supervised his master thesis, where he successfully tried to model the evasion behaviour of the Australian fiddler crabs using a data-driven approach and semi-supervised learning. He graduated with distinction from the School of Informatics awarding the specialisation of Machine Learning in September 2016. Right after, he started working on building a robot that imitates the olfactory learning mechanism of the Drosophila larva with professor Webb as his advisor. While in the same institute, in March 2017 he started working on designing and modelling the celestial compass neural mechanism of the desert ants, under the same advisor and in collaboration with the University of Lincoln and the University of Sheffield (Dr Michael Mangan). His passion for the function of insect brains, bio-robotics and computational modelling led him to enrol the ECR in September 2018, when he started his PhD. He is currently fascinated by the function of the mushroom body in the insect brain, how memories are established there and its multimodal integration mechanism. Therefore, he tries to understand and model it using computational intelligence mechanisms under the supervision of professor Webb.

Research Interests:

Probabilistic Machine Learning, Information Theory, Multimodal Integration, Computer Vision, Learning and Adaptation

Education:

2015 - 2016 -- MSc in Artificial Intelligence with specialisation in Machine Learning (Distinction), the University of Edinburgh, United Kingdom

2008 - 2013 -- BSc (Hons) in Informatics with specialisation in Information Systems, Aristotle University of Thessaloniki, Greece

Working Experience:

2017 - 2018 -- Research Associate, the University of Sheffield and the University of Edinburgh, UK

2016 - 2017 -- Research Assistant, the University of Edinburgh, United Kingdom

2014 - 2015 -- Research Assistant, Centre of Research and Technology - Hellas (CERTH), Greece

Publications:

Stouraitis, T.*, Gkanias, E.*, Hemmi, J.M. and Webb, B., 2017, July. Predator Evasion by a Robocrab. In Conference on Biomimetic and Biohybrid Systems (pp. 428-439). Springer, Cham.

*contributed equally to this work and jointly assert the first authorship

Posters:

Pacella, D., Risse, B., Gkanias, E., Mangan, M., and Webb, B. 2018, July. Neural models of ant navigation in a realistic 3D world. In International Conference of Neuroethology. Brisbane, Australia.

Gkanias, E., Lagogiannis, K., and Webb, B. 2018, October. Imitating the Drosophila Larval Learning Behaviour on a Robot. In Behavioral Neurogenetics of Drosophila Larva. Edinburgh, United Kingdom.

Supervisor: 
Student type: 
Current student