Search Results - "Giannoulidis, Apostolos"

A context-aware unsupervised predictive maintenance solution for fleet management by Giannoulidis, Apostolos, Gounaris, Anastasios

“…We deal with the problem of predictive maintenance (PdM) in a vehicle fleet management setting following an unsupervised streaming anomaly detection approach…”
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Engineering and evaluating an unsupervised predictive maintenance solution: a cold-forming press case-study by Giannoulidis, Apostolos, Gounaris, Anastasios, Naskos, Athanasios, Nikolaidis, Nikodimos, Caljouw, Daniel

“…In real-world industries, production line assets may be affected by several factors, both known and unknown, which dynamically and unpredictably evolve so that…”
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Enhanced Edge Prediction, a case study: predicting links in Wikipedia sites by Giannoulidis, Apostolos, Mavroudopoulos, Ioannis

“…This study introduces a scalable approach for link prediction in Wikipedia pages, specifically designed to handle the challenges arising from the large volume…”
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Parameter-free Streaming Distance-based Outlier Detection by Giannoulidis, Apostolos, Nikolaidis, Nikodimos, Gounaris, Anastasios

“…Dealing with anomaly detection in streaming data using distance-based techniques suffers from sensitivity to the input parameters. To solve this problem, we…”
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