Walid Bechkit
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View article: Overcoming the Technical Hurdles of IoT Adoption: the FITNESS Project Vision and Insights
Overcoming the Technical Hurdles of IoT Adoption: the FITNESS Project Vision and Insights Open
The Internet of Things (IoT) has emerged as a transformative force, enabling seamless connectivity and data exchange between diverse devices and networks. However, the realization of a truly interoperable, secure, and energy-efficient IoT …
View article: HeatPulse: Thermal Attacks on Air Pollution Sensors
HeatPulse: Thermal Attacks on Air Pollution Sensors Open
International audience
View article: UrMapSens: Joint Mapping-Sensing Design of Wireless Sensor Networks for Urban Environmental Monitoring
UrMapSens: Joint Mapping-Sensing Design of Wireless Sensor Networks for Urban Environmental Monitoring Open
International audience
View article: On-Device Deep Learning: Survey on Techniques Improving Energy Efficiency of DNNs
On-Device Deep Learning: Survey on Techniques Improving Energy Efficiency of DNNs Open
Providing high-quality predictions is no longer the sole goal for neural networks. As we live in an increasingly interconnected world, these models need to match the constraints of resource-limited devices powering the Internet of Things (…
View article: Navigating the Smog: A Cooperative Multi-Agent RL for Accurate Air Pollution Mapping through Data Assimilation
Navigating the Smog: A Cooperative Multi-Agent RL for Accurate Air Pollution Mapping through Data Assimilation Open
The rapid rise of air pollution events necessitates accurate, real-time monitoring for informed mitigation strategies. Data Assimilation (DA) methods provide promising solutions, but their effectiveness hinges heavily on optimal measuremen…
View article: On data selection for the energy efficiency of neural networks: Towards a new solution based on a dynamic selectivity ratio
On data selection for the energy efficiency of neural networks: Towards a new solution based on a dynamic selectivity ratio Open
International audience
View article: Grow, prune or select data: which technique allows the most energy-efficient neural network training?
Grow, prune or select data: which technique allows the most energy-efficient neural network training? Open
International audience
View article: Cooperative Deep Reinforcement Learning for Dynamic Pollution Plume Monitoring Using a Drone Fleet
Cooperative Deep Reinforcement Learning for Dynamic Pollution Plume Monitoring Using a Drone Fleet Open
International audience
View article: Leveraging Predictability for Global Optimization of IoT Networks
Leveraging Predictability for Global Optimization of IoT Networks Open
International audience
View article: On the Data Analysis of Participatory Air Pollution Monitoring Using Low-cost Sensors
On the Data Analysis of Participatory Air Pollution Monitoring Using Low-cost Sensors Open
International audience
View article: A generic framework for monitoring pollution plumes in emergencies using UAVs
A generic framework for monitoring pollution plumes in emergencies using UAVs Open
International audience
View article: Uncertainty-Aware Deep Learning Architectures for Highly Dynamic Air Quality Prediction
Uncertainty-Aware Deep Learning Architectures for Highly Dynamic Air Quality Prediction Open
Forecasting air pollution is considered as an essential key for early warning and control management of air pollution, especially in emergency situations, where big amounts of pollutants are quickly released in the air, causing considerabl…
View article: Participatory Air Quality and Urban Heat Islands Monitoring System
Participatory Air Quality and Urban Heat Islands Monitoring System Open
International audience
View article: Service Oriented D2D Efficient Communication for Post-Disaster Management
Service Oriented D2D Efficient Communication for Post-Disaster Management Open
International audience
View article: Location Embedding and Deep Convolutional Neural Networks for Next Location Prediction
Location Embedding and Deep Convolutional Neural Networks for Next Location Prediction Open
International audience
View article: On the Deployment of Wireless Sensor Networks for Air Quality Mapping: Optimization Models and Algorithms
On the Deployment of Wireless Sensor Networks for Air Quality Mapping: Optimization Models and Algorithms Open
International audience
View article: Virtual Forces based UAV Fleet Mobility Models for Air Pollution Monitoring
Virtual Forces based UAV Fleet Mobility Models for Air Pollution Monitoring Open
International audience
View article: Leveraging the Potential of WSN for an Efficient Correction of Air Pollution Fine-Grained Simulations
Leveraging the Potential of WSN for an Efficient Correction of Air Pollution Fine-Grained Simulations Open
International audience
View article: Context Aware MWSN Optimal Redeployment Strategies for Air Pollution Timely Monitoring
Context Aware MWSN Optimal Redeployment Strategies for Air Pollution Timely Monitoring Open
International audience
View article: Poster
Poster Open
Mobile wireless sensor networks (MWSN) are widely used for monitoring physical phenomena such as air pollution where the aim is usually to generate accurate pollution maps in real time. The generation of pollution maps can be performed usi…
View article: Optimal WSN Deployment Models for Air Pollution Monitoring
Optimal WSN Deployment Models for Air Pollution Monitoring Open
International audience
View article: A New WSN Deployment Approach for Air Pollution Monitoring
A New WSN Deployment Approach for Air Pollution Monitoring Open
International audience
View article: Cost-Precision Tradeoffs in 3D Air Pollution Mapping Using WSN
Cost-Precision Tradeoffs in 3D Air Pollution Mapping Using WSN Open
Air pollution has become a major issue of modern megalopolis, where the majority of world population lives. Measuring air pollution levels is an important step in designing and assessing air quality related public policies. Unfortunately, …
View article: Cost-Precision Tradeoffs in 3D Air Pollution Mapping using WSN
Cost-Precision Tradeoffs in 3D Air Pollution Mapping using WSN Open
Best Paper Award
View article: Optimal Deployment of Dense WSN for Error Bounded Air Pollution Mapping
Optimal Deployment of Dense WSN for Error Bounded Air Pollution Mapping Open
International audience