Gabriel Martins Dias

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 11

Top Topics

Sensor Networks

Energy Consumption

Reinforcement Learning

Representative Subset

Top Venues

Publications

Gabriel Martins Dias, Cíntia Borges Margi, Filipe C. P. de Oliveira, Boris Bellalta
Cloud-Empowered, Self-Managing Wireless Sensor Networks: Interconnecting Management Operations at the Application Layer. IEEE Consumer Electron. Mag. 8 (1) (2019)
Gabriel Martins Dias, Boris Bellalta, Simon Oechsner
The impact of dual prediction schemes on the reduction of the number of transmissions in sensor networks. Comput. Commun. 112 (2017)
Gabriel Martins Dias, Cíntia Borges Margi, Filipe C. P. de Oliveira, Boris Bellalta
Cloud Empowered Self-Managing WSNs. CoRR (2016)
Gabriel Martins Dias, Boris Bellalta, Simon Oechsner
On the importance and feasibility of forecasting data in sensors. CoRR (2016)
Gabriel Martins Dias, Maddalena Nurchis, Boris Bellalta
Adapting Sampling Interval of Sensor Networks Using On-Line Reinforcement Learning. CoRR (2016)
Gabriel Martins Dias, Maddalena Nurchis, Boris Bellalta
Adapting sampling interval of sensor networks using on-line reinforcement learning. WF-IoT (2016)
Gabriel Martins Dias, Boris Bellalta, Simon Oechsner
A Survey about Prediction-Based Data Reduction in Wireless Sensor Networks. CoRR (2016)
Gabriel Martins Dias, Toni Adame, Boris Bellalta, Simon Oechsner
A self-managed architecture for sensor networks based on real time data analysis. CoRR (2016)
Gabriel Martins Dias, Boris Bellalta, Simon Oechsner
Using data prediction techniques to reduce data transmissions in the IoT. WF-IoT (2016)
Gabriel Martins Dias
Performance Optimization of WSNs using External Information. CoRR (2016)
Gabriel Martins Dias, Boris Bellalta, Simon Oechsner
A Survey About Prediction-Based Data Reduction in Wireless Sensor Networks. ACM Comput. Surv. 49 (3) (2016)
Gabriel Martins Dias, Boris Bellalta, Simon Oechsner
Reducing the energy consumption in WSNs: A data scientific mechanism. CoRR (2015)
Gabriel Martins Dias, Simon Oechsner, Boris Bellalta
A Centralized Mechanism to Make Predictions Based on Data from Multiple WSNs. MACOM (2015)
Gabriel Martins Dias, Boris Bellalta, Simon Oechsner
Predicting Occupancy Trends in Barcelona's Bicycle Service Stations Using Open Data. CoRR (2015)
Gabriel Martins Dias, Simon Oechsner, Boris Bellalta
Intelligently using data from external WSNs. CoRR (2014)
Gabriel Martins Dias, Boris Bellalta, Simon Oechsner
Towards information-centric WSN simulations. CoRR (2014)
Gabriel Martins Dias
Performance optimization of WSNs using external information. WOWMOM (2013)