de Arriba Pérez

Postdoctoral Fellow

Area of Telematic Engineering
Department of Telematic Engineering

Contact information

School of Telecommunications Engineering
Despacho B-011

As Lagoas, Marcosende
36310 Vigo

+34 986 813 406
farriba@uvigo.es

 

Short CV

In 2013 he obtained a degree in Telecommunications Engineering, specializing in Telematics, and in 2019 he obtained a PhD in Information and Communications Technologies in Telecommunications Engineering, both at the Universidade de Vigo. He also holds a Master’s degree in Telematics Engineering from the same university.  He is currently a Postdoctoral Researcher and is part of the Telematics Engineering Department, as well as the Information Technologies Research Group.

He is developing several national and international projects that include the application of Machine Learning techniques in economic fields and in the generation of natural language. All of them combining current technologies such as MongoDB, Java, Android, Python, Scikit-Learn and various mathematical calculation libraries.

Research

 

Research results

Article
García-Méndez, S., de Arriba-Pérez, F., Barros-Vila, A., González-Castaño, F.J.,
Detection of temporality at discourse level on financial news by combining Natural Language Processing and Machine Learning
Expert Systems with Applications, 197, , 2022 | DOI

Article
de Arriba-Pérez, F., García-Méndez, S., González-Castaño, F.J., Costa-Montenegro, E.,
Evaluation of abstraction capabilities and detection of discomfort with a newscaster chatbot for entertaining elderly users
Sensors, 21, 16, 2021 | DOI

Conference Paper
Garcia-Mendez, S., De Arriba-Perez, F., Barba-Seara, O., Fernandez-Gavilanes, M., Gonzalez-Castano, F.J.,
Demographic Market Segmentation on Short Banking Movement Descriptions Applying Natural Language Processing
Proceedings – 2021 International Symposium on Computer Science and Intelligent Controls, ISCSIC 2021, , , 2021 | DOI

Article
Garcia-Mendez, S., De Arriba-Perez, F., Gonzalez-Castano, F.J., Regueiro-Janeiro, J.A., Gil-Castineira, F.
Entertainment Chatbot for the Digital Inclusion of Elderly People without Abstraction Capabilities
IEEE Access, 9, , 2021 | DOI

Article
De Arriba-Perez, F., Garcia-Mendez, S., Regueiro-Janeiro, J.A., Gonzalez-Castano, F.J.
Detection of Financial Opportunities in Micro-Blogging Data with a Stacked Classification System
IEEE Access, 8, , 2020 | DOI

Article
de Arriba-Pérez, F., Santos-Gago, J.M., Caeiro-Rodríguez, M., Ramos-Merino, M.
Study of stress detection and proposal of stress-related features using commercial-off-the-shelf wrist wearables
Journal of Ambient Intelligence and Humanized Computing, 10, 12, 2019 | DOI

Article
Ramos-Merino, M., álvarez-Sabucedo, L.M., Santos-Gago, J.M., de Arriba-Pérez, F.
A pattern based method for simplifying a BPMN process model
Applied Sciences (Switzerland), 9, 11, 2019 | DOI

Article
de Arriba-Pérez, F., Santos-Gago, J.M., Caeiro-Rodríguez, M., Ramos-Merino, M.
Study of stress detection and proposal of stress-related features using commercial-off-the-shelf wrist wearables
Journal of Ambient Intelligence and Humanized Computing, 10, 12, 2019 | DOI

Article
Ramos-Merino, M., álvarez-Sabucedo, L.M., Santos-Gago, J.M., de Arriba-Pérez, F.
A pattern based method for simplifying a BPMN process model
Applied Sciences (Switzerland), 9, 11, 2019 | DOI

Article
de Arriba-Pérez, F., Caeiro-Rodríguez, M., Santos-Gago, J.M.
How do you sleep? Using off the shelf wrist wearables to estimate sleep quality, sleepiness level, chronotype and sleep regularity indicators
Journal of Ambient Intelligence and Humanized Computing, 9, 4, 2018 | DOI

Article
de Arriba-Pérez, F., Caeiro-Rodríguez, M., Santos-Gago, J.M.
How do you sleep? Using off the shelf wrist wearables to estimate sleep quality, sleepiness level, chronotype and sleep regularity indicators
Journal of Ambient Intelligence and Humanized Computing, 9, 4, 2018 | DOI

Conference Paper
De Arriba-Pérez, F., Caeiro-Rodríguez, M., Santos-Gago, J.M.
Towards the use of commercial wrist wearables in education
Proceedings of 2017 4th Experiment at International Conference: Online Experimentation, exp.at 2017, , , 2017 | DOI

Conference Paper
De Arriba-Pérez, F., Caeiro-Rodríguez, M., Santos-Gago, J.M.
Ongoing research about the use of commercial-off- Theshelf wrist wearables in educational contexts
CEUR Workshop Proceedings, 1925, , 2017 | DOI

Conference Paper
De Arriba-Pérez, F., Caeiro-Rodríguez, M., Santos-Gago, J.M.
Towards the use of commercial wrist wearables in education
Proceedings of 2017 4th Experiment at International Conference: Online Experimentation, exp.at 2017, , , 2017 | DOI

Conference Paper
De Arriba-Pérez, F., Caeiro-Rodríguez, M., Santos-Gago, J.M.
Ongoing research about the use of commercial-off- Theshelf wrist wearables in educational contexts
CEUR Workshop Proceedings, 1925, , 2017 | DOI

Article
de Arriba-Pérez, F., Caeiro-Rodríguez, M., Santos-Gago, J.M.
Collection and processing of data from wrist wearable devices in heterogeneous and multiple-user scenarios
Sensors (Switzerland), 16, 9, 2016 | DOI

Article
de Arriba-Pérez, F., Caeiro-Rodríguez, M., Santos-Gago, J.M.
Collection and processing of data from wrist wearable devices in heterogeneous and multiple-user scenarios
Sensors (Switzerland), 16, 9, 2016 | DOI

Conference Paper
De Arriba Pérez, F., Rodríguez, M.C., Gago, J.M.S.
Knowledge extraction from usage data of mobile devices with educational purposes [Extracción de conocimiento a partir de datos de uso de dispositivos móviles con fines educativos]
2015 10th Iberian Conference on Information Systems and Technologies, CISTI 2015, , , 2015 | DOI