A review of k-nn algorithm based on classical and quantum machine learning

Y Mezquita, RS Alonso, R Casado-Vara… - … computing and artificial …, 2021 - Springer
Artificial intelligence algorithms, developed for traditional computing, based on Von
Neumann's architecture, are slow and expensive in terms of computational resources …

An intelligent Edge-IoT platform for monitoring livestock and crops in a dairy farming scenario

RS Alonso, I Sittón-Candanedo, Ó García, J Prieto… - Ad Hoc Networks, 2020 - Elsevier
Today's globalized and highly competitive world market has broadened the spectrum of
requirements in all the sectors of the agri-food industry. This paper focuses on the dairy …

A game theory approach for cooperative control to improve data quality and false data detection in WSN

R Casado‐Vara, F Prieto‐Castrillo… - … Journal of Robust …, 2018 - Wiley Online Library
New solutions are required for the management of heterogeneous distributed sensor
networks in order to address the problem of data quality and false data detection in wireless …

Intelligent system for lighting control in smart cities

JF De Paz, J Bajo, S Rodríguez, G Villarrubia… - Information …, 2016 - Elsevier
This paper presents an adaptive architecture that centralizes the control of public lighting
and intelligent management to economize lighting and maintain maximum visual comfort in …

GreenVMAS: Virtual organization based platform for heating greenhouses using waste energy from power plants

A González-Briones, P Chamoso, H Yoe, JM Corchado - Sensors, 2018 - mdpi.com
The gradual depletion of energy resources makes it necessary to optimize their use and to
reuse them. Although great advances have already been made in optimizing energy …

Sensor fusion for indoor positioning system through improved RSSI and PDR methods

H Mehrabian, R Ravanmehr - Future Generation Computer Systems, 2023 - Elsevier
Given the growth of the Internet of Things (IoT) and smart home appliances, the concept of
the Indoor Positioning System or IPS has considerably risen. The major application of IPS is …

Monitoring and detection platform to prevent anomalous situations in home care

G Villarrubia, J Bajo, JF De Paz, JM Corchado - Sensors, 2014 - mdpi.com
Monitoring and tracking people at home usually requires high cost hardware installations,
which implies they are not affordable in many situations. This study/paper proposes a …

Multi-agent information fusion system to manage data from a WSN in a residential home

S Rodríguez, JF De Paz, G Villarrubia, C Zato, J Bajo… - Information …, 2015 - Elsevier
With the increase of intelligent systems based on Multi-Agent Systems (MAS) and the use of
Wireless Sensor Networks (WSN) in context-aware scenarios, information fusion has …

Flow Regime Algorithm (FRA): a physics-based meta-heuristics algorithm

M Tahani, N Babayan - Knowledge and Information Systems, 2019 - Springer
In this research study, a physics-based optimization algorithm, namely Flow Regime
Algorithm (FRA) is proposed. The main sources of inspiration are classical fluid mechanics …

A framework to improve energy efficient behaviour at home through activity and context monitoring

Ó García, J Prieto, RS Alonso, JM Corchado - Sensors, 2017 - mdpi.com
Real-time Localization Systems have been postulated as one of the most appropriated
technologies for the development of applications that provide customized services. These …