Aleksej Logacjov

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Accelerometer Data

Human Activity Recognition

Top Venues

Frontiers Neurorobotics

Eng. Appl. Artif. Intell.

Publications

Aleksej Logacjov, Kerstin Bach
Self-supervised learning with randomized cross-sensor masked reconstruction for human activity recognition. Eng. Appl. Artif. Intell. 128 (2024)
Aleksej Logacjov, Sverre Herland, Astrid Ustad, Kerstin Bach
SelfPAB: large-scale pre-training on accelerometer data for human activity recognition. Appl. Intell. 54 (6) (2024)
Astrid Ustad, Aleksej Logacjov, Stine Øverengen Trollebø, Pernille Thingstad, Beatrix Vereijken, Kerstin Bach, Nina Skjæret-Maroni
Validation of an Activity Type Recognition Model Classifying Daily Physical Behavior in Older Adults: The HAR70+ Model. Sensors 23 (5) (2023)
Aleksej Logacjov, Kerstin Bach, Atle Kongsvold, Hilde Bremseth Bårdstu, Paul Jarle Mork
HARTH: A Human Activity Recognition Dataset for Machine Learning. Sensors 21 (23) (2021)
Aleksej Logacjov, Matthias Kerzel, Stefan Wermter
Learning Then, Learning Now, and Every Second in Between: Lifelong Learning With a Simulated Humanoid Robot. Frontiers Neurorobotics 15 (2021)
Hassan Ali, Shreyans Bhansali, Ilay Köksal, Matthias Möller, Theresa Pekarek-Rosin, Sachin Sharma, Ann-Katrin Thebille, Julian Tobergte, Sören Hübner, Aleksej Logacjov, Ozan Özdemir, Jose Rodriguez Parra, Mariela Sanchez, Nambiar Shruti Surendrakumar, Tayfun Alpay, Sascha S. Griffiths, Stefan Heinrich, Erik Strahl, Cornelius Weber, Stefan Wermter
Virtual or Physical? Social Robots Teaching a Fictional Language Through a Role-Playing Game Inspired by Game of Thrones. ICSR (2019)