Aleksej Logacjov
Publikasjoner
2024
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Logacjov, Aleksej;
Skarpsno, Eivind Schjelderup;
Kongsvold, Atle Austnes;
Bach, Kerstin;
Mork, Paul Jarle.
(2024)
A Machine Learning Model for Predicting Sleep and Wakefulness Based on Accelerometry, Skin Temperature and Contextual Information.
Nature and Science of Sleep
Vitenskapelig artikkel
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Tørring, Marte Fossflaten;
Logacjov, Aleksej;
Brændvik, Siri Merete;
Ustad, Astrid;
Roeleveld, Karin;
Bardal, Ellen Marie.
(2024)
Validation of two novel human activity recognition models for typically developing children and children with Cerebral Palsy.
PLOS ONE
Vitenskapelig artikkel
-
Logacjov, Aleksej;
Bach, Kerstin.
(2024)
Self-supervised learning with randomized cross-sensor masked reconstruction for human activity recognition.
Engineering Applications of Artificial Intelligence
Vitenskapelig artikkel
-
Logacjov, Aleksej;
Herland, Sverre;
Ustad, Astrid;
Bach, Kerstin.
(2024)
SelfPAB: large-scale pre-training on accelerometer data for human activity recognition.
Applied intelligence (Boston)
Vitenskapelig artikkel
2023
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Ustad, Astrid;
Logacjov, Aleksej;
Trollebø, Stine Øverengen;
Thingstad, Anne Pernille Mæhle;
Vereijken, Beatrix;
Bach, Kerstin.
(2023)
Validation of an Activity Type Recognition Model Classifying Daily Physical Behavior in Older Adults: The HAR70+ Model.
Sensors
Vitenskapelig artikkel
-
Kongsvold, Atle Austnes;
Flaaten, Mats;
Logacjov, Aleksej;
Skarpsno, Eivind Schjelderup;
Bach, Kerstin;
Nilsen, Tom Ivar Lund.
(2023)
Can the bias of self-reported sitting time be corrected? A statistical model validation study based on data from 23 993 adults in the Norwegian HUNT study.
International Journal of Behavioral Nutrition and Physical Activity
Vitenskapelig artikkel
-
Logacjov, Aleksej;
Herland, Sverre;
Ustad, Astrid;
Bach, Kerstin.
(2023)
Large-Scale Pre-Training for Dual-Accelerometer Human Activity Recognition.
NIKT: Norsk IKT-konferanse for forskning og utdanning
Vitenskapelig artikkel
-
Kongsvold, Atle Austnes;
Flaaten, Mats;
Logacjov, Aleksej;
Skarpsno, Eivind Schjelderup;
Bach, Kerstin;
Nilsen, Tom Ivar Lund.
(2023)
Correction: Can the bias of self-reported sitting time be corrected? A statistical model validation study based on data from 23 993 adults in the Norwegian HUNT study (International Journal of Behavioral Nutrition and Physical Activity, (2023), 20, 1, (139), 10.1186/s12966-023-01541-y).
International Journal of Behavioral Nutrition and Physical Activity
Errata
2021
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Logacjov, Aleksej;
Bach, Kerstin;
Kongsvold, Atle;
Bårdstu, Hilde Bremseth;
Mork, Paul Jarle.
(2021)
Harth: A human activity recognition dataset for machine learning.
Sensors
Vitenskapelig artikkel
-
Bach, Kerstin;
Kongsvold, Atle Austnes;
Bårdstu, Hilde Bremseth;
Bardal, Ellen Marie;
Kjærnli, Håkon Slåtten;
Herland, Sverre.
(2021)
A Machine Learning Classifier for Detection of Physical Activity Types and Postures During Free-Living.
Journal for the Measurement of Physical Behaviour (JMPB)
Vitenskapelig artikkel
-
Logacjov, Aleksej;
Kerzel, Matthias;
Wermter, Stefan.
(2021)
Learning Then, Learning Now, and Every Second in Between: Lifelong Learning With a Simulated Humanoid Robot.
Frontiers in Neurorobotics
Vitenskapelig artikkel
Tidsskriftspublikasjoner
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Logacjov, Aleksej;
Skarpsno, Eivind Schjelderup;
Kongsvold, Atle Austnes;
Bach, Kerstin;
Mork, Paul Jarle.
(2024)
A Machine Learning Model for Predicting Sleep and Wakefulness Based on Accelerometry, Skin Temperature and Contextual Information.
Nature and Science of Sleep
Vitenskapelig artikkel
-
Tørring, Marte Fossflaten;
Logacjov, Aleksej;
Brændvik, Siri Merete;
Ustad, Astrid;
Roeleveld, Karin;
Bardal, Ellen Marie.
(2024)
Validation of two novel human activity recognition models for typically developing children and children with Cerebral Palsy.
PLOS ONE
Vitenskapelig artikkel
-
Logacjov, Aleksej;
Bach, Kerstin.
(2024)
Self-supervised learning with randomized cross-sensor masked reconstruction for human activity recognition.
Engineering Applications of Artificial Intelligence
Vitenskapelig artikkel
-
Logacjov, Aleksej;
Herland, Sverre;
Ustad, Astrid;
Bach, Kerstin.
(2024)
SelfPAB: large-scale pre-training on accelerometer data for human activity recognition.
Applied intelligence (Boston)
Vitenskapelig artikkel
-
Ustad, Astrid;
Logacjov, Aleksej;
Trollebø, Stine Øverengen;
Thingstad, Anne Pernille Mæhle;
Vereijken, Beatrix;
Bach, Kerstin.
(2023)
Validation of an Activity Type Recognition Model Classifying Daily Physical Behavior in Older Adults: The HAR70+ Model.
Sensors
Vitenskapelig artikkel
-
Kongsvold, Atle Austnes;
Flaaten, Mats;
Logacjov, Aleksej;
Skarpsno, Eivind Schjelderup;
Bach, Kerstin;
Nilsen, Tom Ivar Lund.
(2023)
Can the bias of self-reported sitting time be corrected? A statistical model validation study based on data from 23 993 adults in the Norwegian HUNT study.
International Journal of Behavioral Nutrition and Physical Activity
Vitenskapelig artikkel
-
Logacjov, Aleksej;
Herland, Sverre;
Ustad, Astrid;
Bach, Kerstin.
(2023)
Large-Scale Pre-Training for Dual-Accelerometer Human Activity Recognition.
NIKT: Norsk IKT-konferanse for forskning og utdanning
Vitenskapelig artikkel
-
Kongsvold, Atle Austnes;
Flaaten, Mats;
Logacjov, Aleksej;
Skarpsno, Eivind Schjelderup;
Bach, Kerstin;
Nilsen, Tom Ivar Lund.
(2023)
Correction: Can the bias of self-reported sitting time be corrected? A statistical model validation study based on data from 23 993 adults in the Norwegian HUNT study (International Journal of Behavioral Nutrition and Physical Activity, (2023), 20, 1, (139), 10.1186/s12966-023-01541-y).
International Journal of Behavioral Nutrition and Physical Activity
Errata
-
Logacjov, Aleksej;
Bach, Kerstin;
Kongsvold, Atle;
Bårdstu, Hilde Bremseth;
Mork, Paul Jarle.
(2021)
Harth: A human activity recognition dataset for machine learning.
Sensors
Vitenskapelig artikkel
-
Bach, Kerstin;
Kongsvold, Atle Austnes;
Bårdstu, Hilde Bremseth;
Bardal, Ellen Marie;
Kjærnli, Håkon Slåtten;
Herland, Sverre.
(2021)
A Machine Learning Classifier for Detection of Physical Activity Types and Postures During Free-Living.
Journal for the Measurement of Physical Behaviour (JMPB)
Vitenskapelig artikkel
-
Logacjov, Aleksej;
Kerzel, Matthias;
Wermter, Stefan.
(2021)
Learning Then, Learning Now, and Every Second in Between: Lifelong Learning With a Simulated Humanoid Robot.
Frontiers in Neurorobotics
Vitenskapelig artikkel
Formidling
2023
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Vitenskapelig foredragBach, Kerstin; Logacjov, Aleksej. (2023) Developing machine learning models to classify sleep-wake time. University of Turku The Nordic Seminar on Technical Measurements of Physical Activity and Sedentary Behaviour , Turku 2023-10-04 - 2023-10-06
2022
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PosterUstad, Astrid; Trollebø, Stine Øverengen; Logacjov, Aleksej; Bach, Kerstin; Vereijken, Egberta; Maroni, Nina Skjæret. (2022) Classification of daily physical behavior using raw accelerometry in older adults: A validation study. International Society of Posture & Gait Research The ISPGR World Congress , Montreal, Canada 2022-07-03 - 2022-07-07
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PosterUstad, Astrid; Trollebø, Stine Øverengen; Logacjov, Aleksej; Bach, Kerstin; Vereijken, Egberta; Maroni, Nina Skjæret. (2022) Classification of daily physical behavior in older adults using machine learning. International Society for the Measurement of Physical Behaviour International Conference on Ambulatory Monitoring of Physical Activity and Movement (ICAMPAM) , Keystone, Colorado, USA 2022-06-21 - 2022-06-24