Apostolos Giannoulidis

According to our database, Apostolos Giannoulidis authored at least 11 papers between 2022 and 2026.

Collaborative distances:

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

2026

Unified evaluation of predictive models for failure prediction.

Apostolos Giannoulidis, Ioannis Iordanis, Katerina Tzompanaki

Proceedings of the Workshops of the EDBT/ICDT 2026 Joint Conference co-located with the EDBT/ICDT 2025 Joint Conference, 2026

Towards AutoML Solutions for Predictive Maintenance.

Anastasios Papadopoulos, Apostolos Giannoulidis, Anastasios Gounaris

Proceedings of the 17th International Conference on Ambient Systems, 2026

2025

BURST: Rendering Clustering Techniques Suitable for Evolving Streams.

Apostolos Giannoulidis, Anastasios Gounaris, John Paparrizos

Proc. VLDB Endow., July, 2025

Engineering and evaluating an unsupervised predictive maintenance solution: a cold-forming press case-study.

Apostolos Giannoulidis, Anastasios Gounaris, Athanasios Naskos, Nikodimos Nikolaidis, Daniel Caljouw

J. Intell. Manuf., March, 2025

Leveraging Feedback and Causality-Enriched Multimodal Context for Predictive Maintenance.

Apostolos Giannoulidis, Anastasios Gounaris, Athanasios Naskos, Nikodimos Nikolaidis, Daniel Caljouw

IEEE Access, 2025

2024

Parameter-free Streaming Distance-based Outlier Detection.

Apostolos Giannoulidis, Nikodimos Nikolaidis, Anastasios Gounaris

Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

Exploring unsupervised anomaly detection for vehicle predictive maintenance with partial information.

Apostolos Giannoulidis, Anastasios Gounaris, Ioannis Constantinou

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

Predictive Maintenance in a Fleet Management System: The Navarchos Case.

Apostolos Giannoulidis, Anna-Valentini Michailidou, Theodoros Toliopoulos, Ioannis Constantinou, Anastasios Gounaris

Proceedings of the Intelligent Information Systems, 2024

2023

A context-aware unsupervised predictive maintenance solution for fleet management.

Apostolos Giannoulidis, Anastasios Gounaris

J. Intell. Inf. Syst., April, 2023

Enhanced Edge Prediction, a case study: predicting links in Wikipedia sites.

Apostolos Giannoulidis, Ioannis Mavroudopoulos

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2022

Investigating thresholding techniques in a real predictive maintenance scenario.

Apostolos Giannoulidis, Anastasios Gounaris, Nikodimos Nikolaidis, Athanasios Naskos, Daniel Caljouw

SIGKDD Explor., 2022