Thanasis Vafeiadis

Orcid: 0000-0003-3682-7539

According to our database1, Thanasis Vafeiadis authored at least 26 papers between 2008 and 2023.

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

Timeline

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Bibliography

2023
Utilizing machine learning on freight transportation and logistics applications: A review.
ICT Express, 2023

Utilizing an adaptive window rolling median methodology for time series anomaly detection.
Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

2022
A comparison of 2DCNN network architectures and boosting techniques for regression-based textile whiteness estimation.
Simul. Model. Pract. Theory, 2022

Cognitive analytics platform with AI solutions for anomaly detection.
Comput. Ind., 2022

2021
Freight transportation route time prediction with ensemble learning techniques.
Proceedings of the PCI 2021: 25th Pan-Hellenic Conference on Informatics, Volos, Greece, November 26, 2021

2020
Fault Diagnosis in Microelectronics Attachment Via Deep Learning Analysis of 3-D Laser Scans.
IEEE Trans. Ind. Electron., 2020

A generic fault prognostics algorithm for manufacturing industries using unsupervised machine learning classifiers.
Simul. Model. Pract. Theory, 2020

A Deep Learning framework for simulation and defect prediction applied in microelectronics.
Simul. Model. Pract. Theory, 2020

RECLAIM: Toward a New Era of Refurbishment and Remanufacturing of Industrial Equipment.
Frontiers Artif. Intell., 2020

Predictive Maintenance for Injection Molding Machines Enabled by Cognitive Analytics for Industry 4.0.
Frontiers Artif. Intell., 2020

Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans.
CoRR, 2020

Towards the behavior analysis of chemical reactors utilizing data-driven trend analysis and machine learning techniques.
Appl. Soft Comput., 2020

2019
Intelligent Information Management System for Decision Support: Application in a Lift Manufacturer's Shop Floor.
Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

Anomaly Detection in Aluminium Production with Unsupervised Machine Learning Classifiers.
Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

Occupancy Inference Through Energy Consumption Data: A Smart Home Experiment.
Proceedings of the Computer Vision Systems, 12th International Conference, 2019

Data Analytics Platform for the Optimization of Waste Management Procedures.
Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019

Forecasting Bath and Metal Height Features in Electrolysis Process.
Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019

2018
Energy-based decision engine for household human activity recognition.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Forecasting faults of industrial equipment using machine learning classifiers.
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

2017
Malfunction diagnosis in industrial process systems using data mining for knowledge discovery.
Proceedings of the International Conference on Engineering, Technology and Innovation, 2017

2016
Robust malfunction diagnosis in process industry time series.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Real-time incident detection: An approach for two interdependent time series.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
A comparison of machine learning techniques for customer churn prediction.
Simul. Model. Pract. Theory, 2015

2012
Real-time network data analysis using time series models.
Simul. Model. Pract. Theory, 2012

2011
Estimation of linear trend onset in time series.
Simul. Model. Pract. Theory, 2011

2008
Evaluation of Linear Trend Tests Using Resampling Techniques.
Commun. Stat. Simul. Comput., 2008


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