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Ricardo Gomes holds a Degree in Engineering Sciences - Civil Engineering since 2011 and a MSc in Information Systems since 2019, both from University of Minho. He worked as a Civil Engineer from 2014 to 2016 and as Data Protection Consultant from 2017 to 2020. He is currently enrolled in PRODEI (Programa Doutoral em Engenharia Informática/ Doctoral Programme in Informatics Engineering) at Faculty of Engenieering of University of Porto and has affilitation with LIACC (Laboratório de Inteligência Artificial e Ciência de Computadores/ Artificial Intelligence and Computer Science Laboratory). In LIACC, his main works regard Demand Forecasting in Retail Environment and acquisition of Predictive knowledge in sleep deprivation. His research topic span mainly through Time-Series Forecasting, Auto Machine Learning and Deep Learning Architectures. He has two published papers and has been scientific referee in one conference.
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Identification

Personal identification

Full name
Ricardo Meneses Nogueira Urjais Gomes

Citation names

  • Gomes, Ricardo

Author identifiers

Ciência ID
C11D-8A18-6C43
ORCID iD
0000-0002-1814-071X

Knowledge fields

  • Engineering and Technology - Civil Engineering
  • Exact Sciences - Computer and Information Sciences - Information Science
  • Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2020/09/15 - 2024/09/15
Ongoing
 Programa Doutoral em Engenharia Informática (Doutoramento)
Universidade do Porto Faculdade de Engenharia, Portugal
"AutoML Architecture for Learning Models Improvements based in Deep AR" (THESIS/DISSERTATION)
2016/09/15 - 2019/10/31
Concluded
 Mestrado em Sistemas de Informação (Mestrado)
Universidade do Minho - Campus de Azurém, Portugal
"Impacto do RGPD nos Sistemas de Informação de Organizações do Sector da Economia Social" (THESIS/DISSERTATION)
 17
2008/09/15 - 2011/12/13
Concluded
 Licenciatura em Ciências da Engenharia (Licenciatura)
Major in Engenharia Civil
Universidade do Minho - Campus de Azurém, Portugal
 13
Affiliation

Science

Category
Host institution 		Employer
2020/10/06 - Current Researcher (Research) Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal
Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal
(...)

Others

Category
Host institution 		Employer
2017/09/18 - 2020/08/12 Gestor de Projetos de Implementação RGPD F3M - Information Systems S.A., Portugal
2017/07/01 - 2017/09/15 Estágio de Verão - Desenvolvimento de Head-Up Display com Realidade Aumentada Bosch Car Multimédia Portugal, S.A., Portugal
2015/01/05 - 2016/10/31 Diretor de Obra CMJRO Lda., Portugal
2014/06/22 - 2014/12/14 Diretor de Obra Adjunto Omatapalo, S.A., Angola
Projects

Grant

Designation Funders
2020/10/10 - Current Sono ao Volante 2.0 - Sistema de informação para a previsão do sono ao volante e a deteção de distúrbio ou privação cronica de sono
NORTE-01-0247-FEDER-039720
Research Fellow
Universidade do Porto Faculdade de Engenharia, Portugal
 Agência Nacional de Inovação S.A.
Ongoing

Other

Designation Funders
2020/10/10 - 2021/03/24 AIRET - Retail Demand Forecasting using Artificial Intelligence
N/A
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Ongoing
2018/10/01 - 2018/10/31 Drinkminds – Augmented Reality for Wine Labels
N/A
Technical development
Concluded
2014/03/01 - 2014/06/09 myParker - Software de Monitorização de Vagas de Estacionamento
N/A
Other
TecMinho Associação Universidade-Empresa para o Desenvolvimento, Portugal
Outputs

Publications

Book chapter
  1. Ricardo Urjais Gomes; Carlos Soares; Luis Paulo Reis. "An Empirical Evaluation of DeepAR for Univariate Time Series Forecasting". 2025.
    10.1007/978-3-031-73503-5_16
Conference paper
  1. Gomes, Ricardo. "Topic Modeling and Sentiment Analysis in COVID19 Tweets". Paper presented in Doctoral Symposium in Informatics Engineering, Porto, 2021.
    Accepted
  2. Ribeiro, Ana Carolina; Rios, Luis Miguel; Gomes, Ricardo Meneses; Faria, Brigida Monica; Reis, Luis Paulo. "Data mining in adversarial search — players movement prediction in connect 4 games". Paper presented in 12th Iberian Conference on Information Systems and Technologies (CISTI), Lisbon, (Indexed: IEEE Explore, Web of Science, Scopus), 2017.
    Published • 10.23919/cisti.2017.7976065
Report
  1. Gomes, Ricardo. 2021. Complex Networks in Direct Procurement in Public Administration.
  2. Gomes, Ricardo. 2021. Hyperparameter Optimization with Search Algorithms.
  3. Gomes, Ricardo. 2021. E-commerce Products Time-Series Clustering.
  4. Gomes, Ricardo. 2021. Deep Reinforcement Learning in Stock Trading: a Review.
Thesis / Dissertation
  1. Gomes, Ricardo. "Impacto do RGPD nos Sistemas de Informação de Organizações do Sector da Economia Social". Master, Universidade do Minho - Campus de Azurém, 2019.
Activities

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2023/05/01 - 2023/06/20 Symposium on Informatics on behalf of the Doctoral Congress in Engineering. (2023/06/15 - 2023/06/16)
Symposium (Member of the Organising Committee)
 Universidade do Porto Faculdade de Engenharia, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2021/02/01 - 2021/04/08 Chair of the Artificial Intelligence Applications Track in the Doctoral Symposium in Informatics Engineering. Responsible of coordenation between Scientific Committee, Authors and Reviewers during the course of the Symposium.
Symposium
 Doctoral Symposium in Informatics Engineering
Universidade do Porto Faculdade de Engenharia, Portugal

Conference scientific committee

Conference name Conference host
2021/02/11 - 2021/04/08 Doctoral Symposium in Informatics Engineering Faculty of Engineering of the University of Porto