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Viktoriia

Shubina

Senior Researcher, Software Engineering

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viktoriia.shubina@utu.fi

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Engineering Data Architectures for AI/ML Integration in Regulated Manufacturing (2026)

Lecture Notes in Business Information Processing

Shubina, Viktoriia; Ranti, Tuomas; Juppo, Anne; Mäkilä, Tuomas

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Temporal Sequence Modeling for Rare Failure Prediction in Industrial Machinery Using a Hybrid CNN-LSTM Model (2025)

Faraz, Mehdi; Shubina, Viktoriia; Mäkilä, Tuomas; Heikkonen, Jukka

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

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