Search Results - "Delcroix, Véronique"
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Left and Right Cortical Activity Arising from Preferred Walking Speed in Older Adults
Published in Sensors (Basel, Switzerland) (14-04-2023)“…Cortical activity and walking speed are known to decline with age and can lead to an increased risk of falls in the elderly. Despite age being a known…”
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2
Evaluation of risk factors for fall in elderly using Bayesian networks: A case study
Published in Computer methods and programs in biomedicine update (2021)“…•Prediction of presence or absence of risk factors for fall in elderly.•List of 45 variables of interest selected for fall prevention from a real data…”
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Combining real data and expert knowledge to build a Bayesian Network — Application to assess multiple risk factors for fall among elderly people
Published in Expert systems with applications (15-10-2024)“…Building a prediction model based on both real data and expert knowledge can be challenging. We experienced this difficulty in our context of predicting fall…”
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A knowledge based system for the management of a time stamped uncertain observation set with application on preserving mobility
Published in International journal of approximate reasoning (01-07-2021)“…The aim of this study is to maintain up-to-date information about the current state of elderly people that are medically followed for risks of fall. Our…”
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An explication of uncertain evidence in Bayesian networks: likelihood evidence and probabilistic evidence: Uncertain evidence in Bayesian networks
Published in Applied intelligence (Dordrecht, Netherlands) (01-12-2015)“…This paper proposes a systematized presentation and a terminology for observations in a Bayesian network. It focuses on the three main concepts of uncertain…”
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A Bayesian network for recurrent multi-criteria and multi-attribute decision problems: Choosing a manual wheelchair
Published in Expert systems with applications (01-06-2013)“…► We propose a Bayesian network model for recurrent multi criteria decision problems, such as choosing a manual wheelchair. ► Our model provides a list of…”
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Journal Article -
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Prediction of Risk Factors for Fall using Bayesian Networks with Partial Health Information
Published in 2020 IEEE Globecom Workshops (GC Wkshps (01-12-2020)“…Falls are frequent in the elderly and it is the number one cause of traumatic death in this population. Fall prevention requires to evaluate which risk factors…”
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Conference Proceeding -
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Understanding soft evidence as probabilistic evidence: Illustration with several use cases
Published in 2013 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO) (01-04-2013)“…This paper aims to get a better understanding of the notions of evidence, probabilistic evidence and likelihood evidence in Bayesian Networks. Evidence comes…”
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Conference Proceeding -
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Computing multiple diagnoses in large devices using Bayesian networks
Published in First International Conference on Availability, Reliability and Security (ARES'06) (2006)“…We propose a method of diagnosis that tackles multiple diagnoses of reliable devices with large numbers of components. We use prior component failure…”
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Conference Proceeding -
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Bayesian network based on the method of AHP for making decision
Published in 2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference (01-08-2011)“…The multi-criteria decision problem is to find the most satisfactory solution among many alternatives, taking into account several criteria that may be…”
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Conference Proceeding -
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Fuzzy Evidence in Bayesian Network
Published in 2011 International Conference of Soft Computing and Pattern Recognition (SoCPaR) (01-10-2011)“…The Bayesian Networks are graphical models that are easy to interpret and update. These models are useful if the knowledge is uncertain, but they lack some…”
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Conference Proceeding