Search Results - "Piechowiak, Sylvain"
-
1
Privacy stochastic games in distributed constraint reasoning
Published in Annals of mathematics and artificial intelligence (01-07-2020)“…In this work, we approach the issue of privacy in distributed constraint reasoning by studying how agents compromise solution quality for preserving privacy,…”
Get full text
Journal Article -
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…”
Get full text
Journal Article -
3
From MDD to BDD and Arc consistency
Published in Constraints : an international journal (01-10-2018)“…In this paper, we present a new conversion of multivalued decision diagrams (MDD) to binary decision diagrams (BDD) which can be used to improve MDD-based fil-…”
Get full text
Journal Article -
4
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…”
Get full text
Journal Article -
5
Integrating domain and constraint privacy reasoning in the distributed stochastic algorithm with breakouts
Published in Annals of mathematics and artificial intelligence (01-01-2022)“…Privacy has traditionally been a major motivation of distributed problem solving. One popular approach to enable privacy in distributed environments is to…”
Get full text
Journal Article -
6
A behavioral multi-agent model for road traffic simulation
Published in Engineering applications of artificial intelligence (01-12-2008)“…Multi-agent systems allow the simulation of complex phenomena that cannot easily be described analytically. Multi-agent approaches are often based on…”
Get full text
Journal Article -
7
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…”
Get full text
Journal Article -
8
Multi-variable distributed backtracking with sessions
Published in Applied intelligence (Dordrecht, Netherlands) (01-10-2014)“…The Constraint Satisfaction Problem (CSP) formalism is used to represent many combinatorial decision problems instances simply and efficiently. However, many…”
Get full text
Journal Article -
9
Human-reliability analysis of cooperative redundancy to support diagnosis
Published in IEEE transactions on reliability (01-12-2004)“…This paper presents a human reliability analysis method of cooperative redundancy in support of diagnosis. We use a particular redundancy on which a diagnosis…”
Get full text
Journal Article -
10
The Localization and Correction of Errors in Models: A Constraint-Based Approach
Published in Applied intelligence (Dordrecht, Netherlands) (01-12-2005)“…Model-based diagnosis, and constraint-based reasoning are well known generic paradigms for which the most difficult task lies in the construction of the models…”
Get full text
Journal Article -
11
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…”
Get full text
Conference Proceeding -
12
A shared workspace to support man?machine reasoning: application to cooperative distant diagnosis
Published in Cognition, technology & work (01-06-2003)“…This paper focuses on man-machine cooperation problems. In particular, it deals with those problems that occur when both human and machine have to achieve a…”
Get full text
Journal Article -
13
DisCSPs with Privacy Recast as Planning Problems for Self-Interested Agents
Published in 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI) (01-10-2016)“…Much of the Distributed Constraint Satisfaction Problem (DisCSP) solving research has addressed cooperating agents, and privacy was frequently mentioned as a…”
Get full text
Conference Proceeding -
14
Distributed Constraint Problems for Utilitarian Agents with Privacy Concerns, Recast as POMDPs
Published 20-03-2017“…Privacy has traditionally been a major motivation for distributed problem solving. Distributed Constraint Satisfaction Problem (DisCSP) as well as Distributed…”
Get full text
Journal Article -
15
DisCSPs with Privacy Recast as Planning Problems for Utility-based Agents
Published 22-04-2016“…Privacy has traditionally been a major motivation for decentralized problem solving. However, even though several metrics have been proposed to quantify it,…”
Get full text
Journal Article -
16
Utilitarian Distributed Constraint Optimization Problems
Published 22-04-2016“…Privacy has been a major motivation for distributed problem optimization. However, even though several methods have been proposed to evaluate it, none of them…”
Get full text
Journal Article -
17
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…”
Get full text
Conference Proceeding -
18
Agent-oriented Road Traffic Simulation
Published in Advanced Mobility and Transport Engineering (2012)“…This chapter contains sections titled: Introduction The principle of multi‐agent systems General remarks on traffic simulation devices ArchiSim simulator The…”
Get full text
Book Chapter -
19
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…”
Get full text
Conference Proceeding -
20
Metrics for the Evaluation of DisCSP: Some Experiments on Multi-robot Exploration
Published in 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (01-08-2010)“…Many algorithms to solve Distributed Constraint Satisfaction Problems (DisCSP) have been introduced in the literature. In this paper, we propose to compare…”
Get full text
Conference Proceeding