Event-Based Predictive Maintenance on Top of Sensor Data in a Real Industry 4.0 Case Study. - Athanasios Naskos; Georgia Kougka; Theodoros Toliopoulos; Anastasios Gounaris; Cosmas Vamvalis; Daniel Caljouw (PKDD/ECML Workshops (2), 2019)

A micro-service-based machinery monitoring solution towards realizing the Industry 4.0 vision in a real environment. - Athanasios Naskos; Nikodimos Nikolaidis; Vasileios Naskos; Anastasios Gounaris; Daniel Caljouw; Cosmas Vamvalis (ANT/EDI40, 2021)

Investigating thresholding techniques in a real predictive maintenance scenario. - Apostolos Giannoulidis; Anastasios Gounaris; Nikodimos Nikolaidis; Athanasios Naskos; Daniel Caljouw (SIGKDD Explor., 2022)

Leveraging Feedback and Causality-Enriched Multimodal Context for Predictive Maintenance. - Apostolos Giannoulidis; Anastasios Gounaris; Athanasios Naskos; Nikodimos Nikolaidis; Daniel Caljouw (IEEE Access, 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., 2025)