Search Results - "Casagrande, Flávia Dias"
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Involving older adults in technology research and development discussions through dialogue cafés
Published in Research involvement and engagement (10-05-2021)“…Citizen involvement is important for ensuring the relevance and quality of many research and innovation efforts. Literature shows that inadequate citizen…”
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Journal Article -
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Use of Clustering Algorithms For Sensor Placement And Activity Recognition In Smart Homes
Published in IEEE access (01-01-2023)“…This work presents a novel method for motion sensor placement within smart homes. Using recordings from 3D depth cameras within six real homes, clusters are…”
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The assisted living project: a process evaluation of implementation of sensor technology in community assisted living. A feasibility study
Published in Disability and rehabilitation: Assistive technology (02-01-2020)“…Introduction: The ageing population has been described as a grand societal challenge worldwide, and access to technology is one important strategy for meeting…”
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Is RRI a new R I logic? A reflection from an integrated RRI project
Published in Journal of responsible technology (01-05-2021)“…This article presents an analysis of a project in the field of assisted living technologies (ALT) for older adults where Responsible Research and Innovation…”
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Is RRI a new R&I logic? A reflection from an integrated RRI project
Published in Journal of responsible technology (01-05-2021)“…This article presents an analysis of a project in the field of assisted living technologies (ALT) for older adults where Responsible Research and Innovation…”
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Location Prediction in Real Homes of Older Adults based on K-Means in Low-Resolution Depth Videos
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10-01-2021)“…In this paper we propose a novel method for location recognition and prediction in smart homes based on semi-supervised learning. We use data collected from…”
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Conference Proceeding -
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Predicting Sensor Events, Activities, and Time of Occurrence Using Binary Sensor Data From Homes With Older Adults
Published in IEEE access (2019)“…We present a comprehensive study of state-of-the-art algorithms for the prediction of sensor events and activities of daily living in smart homes. Data have…”
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Action Recognition in Real Homes using Low Resolution Depth Video Data
Published in 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS) (01-06-2019)“…We report work in progress from interdisciplinary research on Assisted Living Technology in smart homes for older adults with mild cognitive impairments or…”
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Conference Proceeding -
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Sensor Event Prediction using Recurrent Neural Network in Smart Homes for Older Adults
Published in 2018 International Conference on Intelligent Systems (IS) (01-09-2018)“…We present preliminary results on sensor data prediction in a smart home environment with a limited number of binary sensors. The data has been collected from…”
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Conference Proceeding -
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Prediction of Next Sensor Event and its Time of Occurrence using Transfer Learning across Homes
Published in 2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA) (01-11-2019)“…We present results on the prediction of sequential sensor events and time of occurrence using transfer learning with Recurrent Neural Network with Long…”
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Conference Proceeding -
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Activity Recognition and Prediction in Real Homes
Published 20-05-2019“…In this paper, we present work in progress on activity recognition and prediction in real homes using either binary sensor data or depth video data. We present…”
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Comparison of Probabilistic Models and Neural Networks on Prediction of Home Sensor Events
Published in 2019 International Joint Conference on Neural Networks (IJCNN) (01-07-2019)“…We present results and comparative analysis on the prediction of sensor events in a smart home environment with a limited number of binary sensors. We apply…”
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Conference Proceeding -
13
Sensor Event Prediction using Recurrent Neural Network in Smart Homes for Older Adults
Published in 2018 International Conference on Intelligent Systems (IS) (2018)“…We present preliminary results on sensor data prediction in a smart home environment with a limited number of binary sensors. The data has been collected from…”
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Journal Article