• 223 Citations
20022019
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Personal profile

Biography

Stratis is a Reader in Dynamics & Structures at the Mechanical, Aerospace and Automotive Engineering School and member of the Future Transport & Cities Institute. He is an expert in Dynamics, essentially at the intersection of signal processing, system dynamics, sensor fusion, and soft computing. He has significant expertise in the management of R&D projects having successfully completed more than 25 funded research projects. Stratis has authored more than 100 publications in scientific journals and conferences. He is currently the Academic director of the Centre for Connected and Autonomous Automotive Research and is member of the editorial board of the International Journal of Vehicle Systems Modeling and Testing. He participates as associate member in CARTRE, is a member of PEARS standardization initiative and member of the bsi committee on Intelligent Tranportation Systems. He is currently participating in three research projects on ADAS and automated vehicles, funded by the EU and Innovate UK. Two of them are the TIC-IT and Digital CAV Proving Ground projects, which are part of the CAV testbed eco-system currently developed in the UK.

Research Interests

Dynamics, Signal Processing, Optimisation, Soft Computing

Vision Statement

Nowadays, getting simulation results using models with millions of Degrees of Freedom and measurement data from numerous sensors has become relatively straightforward and the problem does not lie any more in getting the information but in identifying which information is trustworthy and informative for model development. The quality of data can significantly influence the results and therefore "bad data" need to be removed. Furthermore, there is a growing need to move beyond statistical correlation and black-box models, towards methods that provide insight and a better understanding of the process involved. My motivation is to develop methods that combine models and Artificial Intelligence techniques for the analysis and development of intelligent systems.

External positions

External examiner, Kingston University

1 Jul 20161 Jul 2019

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Tires Engineering & Materials Science
Neural networks Engineering & Materials Science
Ground vehicles Engineering & Materials Science
Controllers Engineering & Materials Science
Collision avoidance Engineering & Materials Science
Fruits Engineering & Materials Science
Electric motors Engineering & Materials Science
Obstacle Avoidance Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2002 2019

1 Citation (Scopus)
Recurrent neural networks
Smartphones
Fuel consumption
Monitoring
Air pollution

Machine learning algorithms for wet road surface detection using acoustic measurements

Kanarachos, S., Blundell, M., Haas, O., Kalliris, M. & Kotsakis, R., 19 Mar 2019, Machine learning algorithms for wet road surface detection using acoustic measurements . IEEE, Vol. (In-press). p. (In-press)

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Learning algorithms
Learning systems
Acoustics
Ultrasonic sensors
Microphones

Motion Sickness in Automated Vehicles with Forward and Rearward Facing Seating Orientations

Salter, S., Diels, C., Herriotts, P., Kanarachos, S. & Thake, D., 19 Feb 2019, In : Applied Ergonomics. 78, p. 54-61 8 p.

Research output: Contribution to journalArticle

Motion Sickness
illness
Cross-Over Studies
Seats
Equipment and Supplies

Motion Sickness Prediction Device for Automated Vehicles

Salter, S., Thake, D., Kanarachos, S. & Diels, C., 21 May 2019, In : International Journal of Mechanical and Production Engineering . 7, 2, p. 68-74 16 p., IA-ICMAELNDN-07118-10117.

Research output: Contribution to journalArticle

Open Access
File
Multitasking
Recovery

Activities 2005 2015

  • 34 Participation in conference

6th International Conference on Information, Intelligence, Systems and Applications

Stratis Kanarachos (Keynote Speaker)
6 Jul 20158 Jul 2015

Activity: Participating in or organising an eventParticipation in conference

Transport Research Arena 2014

Stratis Kanarachos (Speaker)
14 Apr 201417 Apr 2014

Activity: Participating in or organising an eventParticipation in conference

FISITA 2014 World Automotive Congress

Stratis Kanarachos (Speaker)
2 Jun 20146 Jun 2014

Activity: Participating in or organising an eventParticipation in conference

FISITA 2014 World Automotive Congress

Stratis Kanarachos (Speaker)
2 Jun 20146 Jun 2014

Activity: Participating in or organising an eventParticipation in conference

International Conference on Applied Mathematics and Computational Methods in Engineering

Stratis Kanarachos (Keynote Speaker)
16 Jul 201319 Jul 2013

Activity: Participating in or organising an eventParticipation in conference