Stavros Vologiannidis

Assistant Professor

International Hellenic University

Greece

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Stavros Vologiannidis is an Assistant Professor at the International Hellenic University, Greece. His research areas include intelligent fault diagnosis, machine learning applications in predictive maintenance, and the educational implementation of artificial intelligence in secondary education. Recent publications highlight his work on machine learning for urban feature detection and condition monitoring of industrial systems.

Articles (11)

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2025

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2025

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2025

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2025

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2023

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2023

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2023

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2023

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2022

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2021

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2020

Collaborators (4)

THEOKLITOS KARAKATSANIS

Assistant Professor

Democritus University of Thrace

GREECE

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Efstathios Antoniou

Associate Professor

International Hellenic University

GREECE

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John Vourvoulakis

Assistant Professor

International Hellenic University

GREECE

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Christos Diou

Assistant Professor

Harokopio University of Athens

GREECE

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Stavros Vologiannidis

Research Interests

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Articles (11)

Condition Monitoring and Fault Prediction in PMSM Drives Using Machine Learning for Elevator Applications

Intelligent Fault Diagnosis of Ball Bearing Induction Motors for Predictive Maintenance Industrial Applications

Beyond Manual Media Coding: Evaluating Large Language Models and Agents for News Content Analysis

Teaching Artificial Intelligence and Machine Learning in Secondary Education: A Robotics-Based Approach

A Hardware Accelerator for the Semi-Global Matching Stereo Algorithm

Implementation of a Sequence-to-Sequence Stacked Sparse Long Short-Term Memory Autoencoder for Anomaly Detection on Multivariate Timeseries Data of Industrial Blower Ball Bearing Units

StreetScouting dataset: A Street-Level Image dataset for finetuning and applying custom object detectors for urban feature detection

Teaching Machine Learning in K–12 Using Robotics

StreetScouting: A Deep Learning Platform for Automatic Detection and Geotagging of Urban Features from Street-Level Images

On the reduction of repetitive processes into singular and non-singular Roesser models

EUROPA: A Case Study for Teaching Sensors, Data Acquisition and Robotics via a ROS-Based Educational Robot

Collaborators (4)

THEOKLITOS KARAKATSANIS

Efstathios Antoniou

John Vourvoulakis

Christos Diou

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