Stefanos Doltsinis

According to our database, Stefanos Doltsinis authored at least 10 papers between 2012 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2020

A Machine Learning Framework for Real-Time Identification of Successful Snap-Fit Assemblies.

Stefanos Doltsinis, Marios Krestenitis, Zoe Doulgeri

IEEE Trans Autom. Sci. Eng., 2020

A Decision Support System for rapid ramp-up of industry 4.0 enabled production systems.

Stefanos Doltsinis, Pedro Ferreira, Mohammed M. Mabkhot, Niels Lohse

Comput. Ind., 2020

2018

A Symbiotic Human-Machine Learning Approach for Production Ramp-up.

Stefanos Doltsinis, Pedro Ferreira, Niels Lohse

IEEE Trans. Hum. Mach. Syst., 2018

Slippage Detection Generalizing to Grasping of Unknown Objects Using Machine Learning With Novel Features.

Ioannis Agriomallos, Stefanos Doltsinis, Ioanna Mitsioni, Zoe Doulgeri

IEEE Robotics Autom. Lett., 2018

Real-Time Event Detection in Time-Series Classification Based on Amplitude Rejection.

Stefanos Doltsinis, Marios Krestenitis, Zoe Doulgeri

Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

2017

A minimum invasive strategy to guarantee safety under unexpected unintentional human-robot contact.

Yiannis Koveos, George A. Rovithakis, Ioannis Agriomallos, Stefanos Doltsinis

Proceedings of the 25th Mediterranean Conference on Control and Automation, 2017

2014

An MDP Model-Based Reinforcement Learning Approach for Production Station Ramp-Up Optimization: Q-Learning Analysis.

Stefanos Doltsinis, Pedro Ferreira, Niels Lohse

IEEE Trans. Syst. Man Cybern. Syst., 2014

2013

A framework for performance measurement during production ramp-up of assembly stations.

Stefanos Doltsinis, Svetan M. Ratchev, Niels Lohse

Eur. J. Oper. Res., 2013

A performance evaluation of industrial agents.

Pedro Ferreira, Stefanos Doltsinis, Athanasios Anagnostopoulos, Flávio Páscoa, Niels Lohse

Proceedings of the IECON 2013, 2013

2012

Reinforcement Learning for Production Ramp-Up: A Q-Batch Learning Approach.

Stefanos Doltsinis, Pedro Ferreira, Niels Lohse

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012