Stéphane Ploix

Orcid: 0000-0002-8554-5901

According to our database1, Stéphane Ploix authored at least 65 papers between 1999 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Introduction (EN).
Revue Ouverte d'Intelligence Artificielle (ROIA), 2023

Introduction (FR).
Revue Ouverte d'Intelligence Artificielle (ROIA), 2023

Mind the Gap: Addressing Incompleteness Challenge in Case-Based Reasoning Applications.
Proceedings of the Artificial Intelligence Applications and Innovations, 2023

Exploring the Power of Failed Experiences in Case-Based Reasoning for Improved Decision Making.
Proceedings of the Artificial Intelligence Applications and Innovations, 2023

Learning from Successes and Failures: An Exploration of a Case-Based Reasoning Technique.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2023

On Completeness-Aware Reasoning in Case-Based Reasoning.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2023

Reducing Reliance on Domain Knowledge in Case-Based Reasoning.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2023

Markov Chain model for energy community member reaction to recommendations: a multi-agent case study.
Proceedings of the 24th International Conference on Control Systems and Computer Science, 2023

Leveraging both Successes and Failures in Case-Based Reasoning for Optimal Solutions.
Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

Exploring Incompleteness in Case-Based Reasoning: A Strategy for Overcoming Challenge.
Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

On the Improvement of the Reasoning Cycle in Case-Based Reasoning.
Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

2022
An occupant-centered approach to improve both his comfort and the energy efficiency of the building.
Knowl. Based Syst., 2022

A Recommendation Strategy Proposal for an Energy Community Modeled as a Multi-agent System.
Proceedings of the Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future, 2022

Towards Energy Communities: A Multi-Agent Case Study.
Proceedings of the IEEE International Conference on Automation, 2022

2021
Deep Q-network boosted with external knowledge for HVAC control.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

General Considerations About Simulating Energy Communities.
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Optimizing Occupant Actions to Enhance His Comfort While Reducing Energy Demand in Buildings.
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

A data-Driven approach for guiding the occupant's actions to achieve better comfort in buildings.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2019
Estimating Occupancy from Measurements and Knowledge Using the Bayesian Network for Energy Management.
J. Sensors, 2019

Estimating Occupancy Using Interactive Learning With a Sensor Environment: Real-Time Experiments.
IEEE Access, 2019

A Statistical Process Control Chart Approach for Occupancy Estimation in Smart Buildings.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Indicators for Self-assessment of Human Practices in Homes.
Proceedings of the 8th International Conference on Smart Cities and Green ICT Systems, 2019

Online Clustering for Estimating Occupancy in an Office Setting.
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019

Indicators for Evaluation of Energetic Performance of Net Zero Energy Buildings.
Proceedings of the 2019 IEEE International Smart Cities Conference, 2019

Diagnosis in buildings: New trends illustrated by an application.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2019

2018
Data Center Server Energy Consumption Optimization Algorithm.
Proceedings of the 26th Mediterranean Conference on Control and Automation, 2018

Decision tree and Parametrized classifier for Estimating occupancy in energy management.
Proceedings of the 5th International Conference on Control, 2018

Fault Detection and Diagnosis for Building Systems: New Challenges.
Proceedings of the 15th International Multi-Conference on Systems, Signals & Devices, 2018

2017
ARX models inspired by physics as a service for building's users.
Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017

Bayesian network and Hidden Markov Model for estimating occupancy from measurements and knowledge.
Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017

Explanations engine for energy management systems in buildings.
Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017

Analysis of Optimizers to Regulate Occupant's Actions for Building Energy Management.
Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017

2016
Dynamic Bayesian Networks to simulate occupant behaviours in office buildings related to indoor air quality.
CoRR, 2016

Economical Analysis of Flexibility in Micro Grids.
Proceedings of the SMARTGREENS 2016, 2016

GreEn-ER Living Lab - A Green Building with Energy Aware Occupants.
Proceedings of the SMARTGREENS 2016, 2016

2015
Towards a general framework for an observation and knowledge based model of occupant behaviour in office buildings.
CoRR, 2015

Comparison between purely statistical and multi-agent based ap-proaches for occupant behaviour modeling in buildings.
CoRR, 2015

2014
Interactive diagnosis for a grid network of rain gauges using fuzzy reasoning.
Eng. Appl. Artif. Intell., 2014

Developing Dynamic Heterogeneous Environments in Smart Building Using iPOPO.
Proceedings of the SMARTGREENS 2014, 2014

2013
Simulating Occupants' Behavior for Energy waste Reduction in dwellings: a Multiagent Methodology.
Adv. Complex Syst., 2013

VtkSMP: Task-based Parallel Operators for VTK Filters.
Proceedings of the 13th Eurographics Symposium on Parallel Graphics and Visualization, 2013

2012
Real time validation of an optimization Building Energy Management strategy based on Power-Hardware-in-the-loop tool.
Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012

Energy management problem in dwellings: Combining centralized and distributed solving approaches.
Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012

Software component architecture for co-simulation applied to the coupling between a building's thermal envelope and its inhabitant behaviour.
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

2011
Agent based Framework to Simulate Inhabitants' Behaviour in Domestic Settings for Energy Management.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 2, 2011

Increasing Energy Efficiency in Data Centers Using Energy Management.
Proceedings of the 2011 IEEE/ACM International Conference on Green Computing and Communications (GreenCom), 2011

2010
Une approche multi-agent pour la gestion de l'énergie dans l'habitat.
Rev. d'Intelligence Artif., 2010

A new efficient and flexible algorithm for the design of testable subsystems.
Int. J. Appl. Math. Comput. Sci., 2010

Advantages of MAS for the Resolution of a Power Management Problem in Smart Homes.
Proceedings of the Advances in Practical Applications of Agents and Multiagent Systems, 2010

Fuzzy reasoning based interactive diagnosis of a grid network of rain gauge sensors.
Proceedings of the 11th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems (2010), Valenciennes, France, August 31, 2010

Smart Home - From User's Behavior to Prediction of Energy Consumption.
Proceedings of the ICINCO 2010, 2010

User Behavior Prediction in Energy Consumption in Housing Using Bayesian Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

2009
A perceptive evaluation of volume rendering techniques.
ACM Trans. Appl. Percept., 2009

Apport d'une approche multi-agents pour la résolution d'un problème de gestion de l'énergie dans l'habitat.
Proceedings of the Systèmes Multi-Agents, Génie logiciel multi-agents - JFSMA 09, 2009

Managing Diagnosis Processes with Interactive Decompositions.
Proceedings of the Artificial Intelligence Applications and Innovations III, 2009

2008
A Method for Sensor Placement Taking into Account Diagnosability Criteria.
Int. J. Appl. Math. Comput. Sci., 2008

2007
A Multi-Agent Design for a Home Automation System dedicated to power management.
Proceedings of the Artificial Intelligence and Innovations 2007: from Theory to Applications, 2007

2006
Parity relations for linear uncertain dynamic systems.
Autom., 2006

Maîtrise de la consommation d'énergie en domotique par un système multi-agents.
Proceedings of the Systemes Multi-Agents, Articulation entre l'individuel et le collectif - JFSMA 2006, 2006

Tabu search for the optimization of household energy consumption.
Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006

A multi-agent home automation system for power management.
Proceedings of the ICINCO 2006, 2006

2004
Causal fault detection and isolation based on a set-membership approach.
Autom., 2004

2003
Software architecture for diagnosing physical systems.
Proceedings of the American Control Conference, 2003

2000
Causal strategy for set-membership fault diagnosis.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000

1999
A unifying approach of LTI discrete-time state observers by means of complementary matrices.
IEEE Trans. Autom. Control., 1999


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