Publications

BLDC Hub Motor Fault Detection Dataset: Multi-Rate Sampling Phase Current Measurements with Software-Injected Imbalance Faults
Journal / Periodical: IEEE Dataport
Authors: Belolipetskaja, Diana; Võip, Martin; Mohamed, Mahmoud Ibrahim Hassanin; Rassõlkin, Anton
Year: 2026
Choline hydroxide-based deep eutectic solvents as a medium for cellulose dissolution, regeneration, and modification
Journal / Periodical: Carbohydrate Research
Authors: Tarasova, Elvira; Prelgauskaite, Vilte; Mere, Arvo; Katerski, Atanas; Heinmaa, Ivo; Mikli, Valdek; Krumme, Andres
Year: 2026
Can Model-Level Fault Tolerance be Enough for DNN Hardware Accelerators? A Study
Journal / Periodical: IEEE Design and Test
Authors: Cherezova, N.; Ahmadilivani, M.H.; Raik, J.; Daneshtalab, M.; Jenihhin, M.
Year: 2026
Special Session: Reliability Assessment of DNN Models and Inference on Systolic Arrays
Journal / Periodical: Proceedings of the IEEE VLSI Test Symposium
Authors: Cherezova, N.; Pappalardo, S.; Ruospo, A.; Deveautour, B.; Fezza, L.; Jutman, A.; Sanchez, E.; Bosio, A.; Reorda, M.S.; Jenihhin, M.
Year: 2026
Quantization-Aided Cost-Efficient Reliability of CNN Accelerators for Edge AI
Journal / Periodical: Machine Learning Systems
Authors: Jenihhin, M.; Taheri, M.; Cherezova, N.
Year: 2026
Monocular Fish Length Estimation for Video Tunnels in European Rivers
Journal / Periodical: Proceedings of the 16th International Symposium on Ecohydraulics 2026
Authors: Ivanov, Aleksandr; Kolosova, Alexandra; Tuhtan, Jeffrey Andrew; Mockenhaupt, Bernd; Scheifhacken, Nicole
Year: 2026
Enabling Autonomous Vehicles: Gaps in Research and Education Infrastructure
Journal / Periodical: AI
Authors: Razdan, Rahul; Mironov, Dmitri; Leoste, Janika; Malayjerdi, Mohisen; Bellone, Mauro; Sell, Raivo
Year: 2026
Risk Mitigation for GPT Access in European Upper Secondary Education
Journal / Periodical: 2026 8th International Workshop on Artificial Intelligence and Education (WAIE 2026)
Authors: Tomusk, Voldemar; Leoste, Janika; Marmor, Kristel
Year: 2026
Digital Business and Intelligent Systems
Journal / Periodical: 17th International Baltic Conference, Baltic DB&IS, Tartu, Estonia, June 28–July 1, 2026 : Proceedings
Authors: Matulevičius, Raimundas; Robal, Tarmo; Kornyshova, Elena; Nikiforova, Anastasija; Liiv, Innar
Year: 2026
PROTOTYPING A CONSTRUCTION-STAGE PLATFORM FOR AS-BUILT SUSTAINABILITY DATA MANAGEMENT
Journal / Periodical: 34th Annual Conference of the International Group for Lean Construction
Authors: Pikas, E.; Pügi, R.; Robal, T.; Vendel, K.R.; Tetik, M.; Koskela, L.
Year: 2026
From digital graveyards to historical intelligence: a framework for valorizing archived data via temporal SQL
Journal / Periodical: Digital Economy. Emerging Technologies and Business Innovation : 11th International Conference on Digital Economy, ICDEc 2026, Tallinn, Estonia, May 14-16, 2026, Proceedings
Authors: Saarevet, Koit; Liiv, Innar; Eessaar, Erki
Year: 2026
Tervisealane kirjaoskus ja terviseinfo allikad: kes jääb kõrvale?
Journal / Periodical: Hea Eesti Heaolu uuringu esimene voor
Authors: Krinal, Kadi; Hallik, Riina; Elland, Maarja-Liis
Year: 2026
Statistical machine learning techniques for wave spectre estimation in coastal seas
Journal / Periodical: Recent Challenges in Intelligent Information and Database Systems : 17th Asian Conference, ACIIDS 2025. Kitakyushu, Japan, April 23–25, 2025, Proceedings, Part III
Authors: Daniljuk, Mihhail; Lastovko, Ilja; Rikka, Sander; Nõmm, Sven
Year: 2025
Expression and purification of bacterial dye-decolorizing peroxidases using Escherichia coli
Journal / Periodical: Lignin-Degrading Enzymes
Authors: Pupart, H.; Eek, P.
Year: 2025