Stefanos Doltsinis

According to our database1, Stefanos Doltsinis authored at least 10 papers between 2012 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
A Machine Learning Framework for Real-Time Identification of Successful Snap-Fit Assemblies.
IEEE Trans Autom. Sci. Eng., 2020

A Decision Support System for rapid ramp-up of industry 4.0 enabled production systems.
Comput. Ind., 2020

2018
A Symbiotic Human-Machine Learning Approach for Production Ramp-up.
IEEE Trans. Hum. Mach. Syst., 2018

Slippage Detection Generalizing to Grasping of Unknown Objects Using Machine Learning With Novel Features.
IEEE Robotics Autom. Lett., 2018

Real-Time Event Detection in Time-Series Classification Based on Amplitude Rejection.
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.
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.
IEEE Trans. Syst. Man Cybern. Syst., 2014

2013
A framework for performance measurement during production ramp-up of assembly stations.
Eur. J. Oper. Res., 2013

A performance evaluation of industrial agents.
Proceedings of the IECON 2013, 2013

2012
Reinforcement Learning for Production Ramp-Up: A Q-Batch Learning Approach.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012


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