Performance optimization of WSNs using external information. - Gabriel Martins Dias (WOWMOM, 2013)

Towards information-centric WSN simulations. - Gabriel Martins Dias; Boris Bellalta; Simon Oechsner (CoRR, 2014)

Intelligently using data from external WSNs. - Gabriel Martins Dias; Simon Oechsner; Boris Bellalta (CoRR, 2014)

A Centralized Mechanism to Make Predictions Based on Data from Multiple WSNs. - Gabriel Martins Dias; Simon Oechsner; Boris Bellalta (MACOM, 2015)

Predicting Occupancy Trends in Barcelona's Bicycle Service Stations Using Open Data. - Gabriel Martins Dias; Boris Bellalta; Simon Oechsner (CoRR, 2015)

Reducing the energy consumption in WSNs: A data scientific mechanism. - Gabriel Martins Dias; Boris Bellalta; Simon Oechsner (CoRR, 2015)

Using data prediction techniques to reduce data transmissions in the IoT. - Gabriel Martins Dias; Boris Bellalta; Simon Oechsner (WF-IoT, 2016)

Adapting sampling interval of sensor networks using on-line reinforcement learning. - Gabriel Martins Dias; Maddalena Nurchis; Boris Bellalta (WF-IoT, 2016)

A self-managed architecture for sensor networks based on real time data analysis. - Gabriel Martins Dias; Toni Adame; Boris Bellalta; Simon Oechsner (CoRR, 2016)

On the importance and feasibility of forecasting data in sensors. - Gabriel Martins Dias; Boris Bellalta; Simon Oechsner (CoRR, 2016)

Cloud Empowered Self-Managing WSNs. - Gabriel Martins Dias; Cíntia Borges Margi; Filipe C. P. de Oliveira; Boris Bellalta (CoRR, 2016)

A Survey About Prediction-Based Data Reduction in Wireless Sensor Networks. - Gabriel Martins Dias; Boris Bellalta; Simon Oechsner (ACM Comput. Surv., 2016)

Prediction-based strategies for reducing data transmissions in the loT. - Gabriel Martins Dias (2016)

The impact of dual prediction schemes on the reduction of the number of transmissions in sensor networks. - Gabriel Martins Dias; Boris Bellalta; Simon Oechsner (Comput. Commun., 2017)

Cloud-Empowered, Self-Managing Wireless Sensor Networks: Interconnecting Management Operations at the Application Layer. - Gabriel Martins Dias; Cíntia Borges Margi; Filipe C. P. de Oliveira; Boris Bellalta (IEEE Consumer Electron. Mag., 2019)