32 citations · 43 across the 7 of their papers we have counts for
10 papers
A Survey about Prediction-Based Data Reduction in Wireless Sensor Networks
Gabriel Martins Dias, Boris Bellalta, Simon Oechsner
One of the main characteristics of Wireless Sensor Networks (WSNs) is the constrained energy resources of their wireless sensor nodes. Although this issue has been addressed in sev…
A Self-Managed Architecture for Sensor Networks Based on Real Time Data Analysis
Gabriel Martins Dias, Toni Adame, Boris Bellalta +1
Wireless sensor networks (WSNs) have been adopted as merely data producers for years. However, the data collected by WSNs can also be used to manage their operation and avoid unnec…
On the importance and feasibility of forecasting data in sensors
Gabriel Martins Dias, Boris Bellalta, Simon Oechsner
The first generation of wireless sensor nodes have constrained energy resources and computational power, which discourages applications to process any task other than measuring and…
The Impact of Dual Prediction Schemes on the Reduction of the Number of Transmissions in Sensor Networks
Gabriel Martins Dias, Boris Bellalta, Simon Oechsner
Future Internet of Things (IoT) applications will require that billions of wireless devices transmit data to the cloud frequently. However, the wireless medium access is pointed as…
Predicting Occupancy Trends in Barcelona's Bicycle Service Stations Using Open Data
Gabriel Martins Dias, Boris Bellalta, Simon Oechsner
In 2008, the CEO of the company that manages and maintains the public bicycle service in Barcelona recognized that one may not expect to always find a place to leave the rented bik…
Towards information-centric WSN simulations
Gabriel Martins Dias, Boris Bellalta, Simon Oechsner
In pursuance of integrating Wireless Sensor Networks (WSNs) with other systems, the use of techniques from other fields, such as machine learning and information processing, are be…