Flávia Dias Casagrande
Ph.D. started in: 2016
Year of graduation: 2019
COINS consortium member: University of Oslo
Supervised by: Evi Zouganeli, Jim Tørresen
Links: 
Research area: Privacy
Project title: Self-learning systems for Assisted Living Technologies
Project description: The project aims at developing self-learning technologies for people with Mild Cognitive Impairment (MCI) or Dementia (D) for them to live independent at home. We will apply machine learning techniques in order to attend wishes and preferences of people with MCI/D and assist them with daily life. There will be a network of sensors in the elderly people dwellings from which we will be able to collect data. Therefore it is important to maintain data privacy of those people.
Publications:
- Flavia Dias Casagrande (2019). Sensor Event and Activity Prediction using Binary Sensors in Real Homes with Older Adults
- Flavia Dias Casagrande, Oda Olsen Nedrejord, Wonho Lee, Evi Zouganeli (2019). Action Recognition in Real Homes using Low Resolution Depth Video Data
- Flavia Dias Casagrande, Jim Tørresen, Evi Zouganeli (2019). Comparison of Probabilistic Models and Neural Networks on Prediction of Home Sensor Events
- Flavia Dias Casagrande, Jim Tørresen, Evi Zouganeli (2019). Comparison of Probabilistic Models and Neural Networks on Prediction of Home Sensor Events
- Flavia Dias Casagrande, Jim Tørresen, Evi Zouganeli (2019). Predicting Sensor Events, Activities, and Time of Occurrence Using Binary Sensor Data From Homes With Older Adults
- Flavia Dias Casagrande, Jim Tørresen, Evi Zouganeli (2019). Prediction of the Next Sensor Event and Its Time of Occurrence in Smart Homes
- Flavia Dias Casagrande, Jim Tørresen, Evi Zouganeli (2019). Sensor Event Prediction using Recurrent Neural Network in Smart Homes for Older Adults
- Flavia Dias Casagrande, Evi Zouganeli (2019). Activity Recognition and Prediction in Real Homes
- Flavia Dias Casagrande, Evi Zouganeli (2019). Prediction of Next Sensor Event and its Time of Occurrence using Transfer Learning across Homes
- Evi Zouganeli, Flavia Dias Casagrande (2019). Hvordan kan kunstig intelligens støtte eldre til å leve et selvstendig liv hjemme og hva har Assisted Living prosjektet bidratt med.
- Flavia Dias Casagrande, Jim Tørresen, Evi Zouganeli (2018). Sensor Sequential Data Prediction
- Flavia Dias Casagrande, Evi Zouganeli (2018). Occupancy and Daily Activity Event Modelling in Smart Homes for Older Adults with Mild Cognitive Impairment or Dementia
- Torhild Holthe, Flavia Dias Casagrande, Liv Halvorsrud, Anne Lund (2018). The assisted living project: a process evaluation of implementation of sensor technology in community assisted living. A feasibility study
- Flavia Casagrande, Torhild Holthe, Erik Thorstensen (2017). The Assisted Living Project (2016–2019) – ansvarlig forskning og innovasjon innenfor velferdsteknologi
- Flavia Casagrande, Torhild Holthe, Erik Thorstensen (2017). The Assisted Living Project (2016–2019)- Responsible innovations for dignified lives at home for persons with mild cognitive impairment or dementia
