Stefanos Doltsinis

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 6

Top Topics

Machine Learning

Resource Bounded

Production System

Top Venues

IEEE Robotics Autom. Lett.

IEEE Trans Autom. Sci. Eng.

Publications

Stefanos Doltsinis, Pedro Ferreira, Mohammed M. Mabkhot, Niels Lohse
A Decision Support System for rapid ramp-up of industry 4.0 enabled production systems. Comput. Ind. 116 (2020)
Stefanos Doltsinis, Marios Krestenitis, Zoe Doulgeri
A Machine Learning Framework for Real-Time Identification of Successful Snap-Fit Assemblies. IEEE Trans Autom. Sci. Eng. 17 (1) (2020)
Ioannis Agriomallos, Stefanos Doltsinis, Ioanna Mitsioni, Zoe Doulgeri
Slippage Detection Generalizing to Grasping of Unknown Objects Using Machine Learning With Novel Features. IEEE Robotics Autom. Lett. 3 (2) (2018)
Stefanos Doltsinis, Pedro Ferreira, Niels Lohse
A Symbiotic Human-Machine Learning Approach for Production Ramp-up. IEEE Trans. Hum. Mach. Syst. 48 (3) (2018)
Stefanos Doltsinis, Marios Krestenitis, Zoe Doulgeri
Real-Time Event Detection in Time-Series Classification Based on Amplitude Rejection. INISTA (2018)
Yiannis Koveos, George A. Rovithakis, Ioannis Agriomallos, Stefanos Doltsinis
A minimum invasive strategy to guarantee safety under unexpected unintentional human-robot contact. MED (2017)
Stefanos Doltsinis, Pedro Ferreira, Niels Lohse
An MDP Model-Based Reinforcement Learning Approach for Production Station Ramp-Up Optimization: Q-Learning Analysis. IEEE Trans. Syst. Man Cybern. Syst. 44 (9) (2014)
Stefanos Doltsinis, Svetan M. Ratchev, Niels Lohse
A framework for performance measurement during production ramp-up of assembly stations. Eur. J. Oper. Res. 229 (1) (2013)
Pedro Ferreira, Stefanos Doltsinis, Athanasios Anagnostopoulos, Flávio Páscoa, Niels Lohse
A performance evaluation of industrial agents. IECON (2013)
Stefanos Doltsinis, Pedro Ferreira, Niels Lohse
Reinforcement Learning for Production Ramp-Up: A Q-Batch Learning Approach. ICMLA (1) (2012)