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Fernando José Mateus da Silva is an Associate Professor in the Informatics Engineering Department, at School of Technology and Management of the Polytechnic University of Leiria (Portugal), where he is currently serving as Vice-Dean. He is a researcher and member of the Scientific Committee of the Computer Science and Communication Research Centre - CIIC, at Polytechnic University of Leiria, where he has served as member of the Board of the CIIC for eight years. He received his PhD degree in IT Technologies, from Universidad de Extremadura (Spain), in 2011 and his BSc degree in Computer Science Engineering from Polytechnic University of Leiria (Portugal) in 2004. Outside the education system, has worked as a software developer at Volkswagen Autoeuropa (Portugal). He has published more than 40 papers in conference proceedings and journals, in the area of Computer Science, and collaborates as a researcher in several projects. His major research interests include Artificial Intelligence, Evolutionary Algorithms, Optimization, Data Mining, Internet of Things, Ambient Assisted Living and Bioinformatics.
Identification

Personal identification

Full name
Fernando José Mateus da Silva

Citation names

  • Silva, Fernando José Mateus da
  • Silva, Fernando
  • Silva, F
  • Silva, FJM

Author identifiers

Ciência ID
9D19-84F9-F1CA
ORCID iD
0000-0001-9335-1851
Google Scholar ID
olra5lQAAAAJ
Scopus Author Id
24402946400

Email addresses

  • fernando.silva@ipleiria.pt (Professional)

Telephones

Fax
  • 244820310 (Professional)
Telephone
  • 244820300 (Professional)

Addresses

  • Instituto Politécnico de Leiria. Campus 2 - Morro do Lena - Alto do Vieiro Apartado 4163, 2411-901, LEIRIA, LEIRIA, Portugal (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Spanish; Castilian Proficiency (C2) Proficiency (C2) Advanced (C1) Proficiency (C2) Advanced (C1)
Portuguese Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2006 - 2011
Concluded
Tecnologías Informáticas (Doutoramento)
Universidad de Extremadura, Spain
"Resolución del Problema de Alineamiento Múltiple de Secuencias por Medio de Computación Evolutiva" (THESIS/DISSERTATION)
Sobresaliente Cum Laude
2007/11/29
Concluded
Doutoramento em Tecnologias Informáticas (Curso de doutoramento (conclusão de unidades curriculares))
Universidad de Extremadura, Spain
"Multiple Sequence Alignment Using Genetic Algorithms" (THESIS/DISSERTATION)
Notable
2004
Concluded
Engenharia Informática - Ramo de Sistemas de Informação (Licenciatura)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
Média final de 14 valores
Affiliation

Teaching in Higher Education

Category
Host institution
Employer
2021/01/29 - Current Teacher Coordinator (Polytechnic Teacher) Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
Instituto Politécnico de Leiria, Portugal
(...)
2011/07/07 - 2021/01/28 Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2004/09/14 - 2011/07/06 Assistant (Polytechnic Teacher) Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal

Positions / Appointments

Category
Host institution
Employer
2018/02/28 - Current Organic Unit Sub-director Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal

Others

Category
Host institution
Employer
2004/05/01 - 2004/07/31 Software Investigation & Development Workology, Lda, Portugal
2003/09/01 - 2004/04/30 Systems Trainee Volkswagen Autoeuropa, Lda , Portugal
Projects

Contract

Designation Funders
2022/01/01 - 2024/12/31 DBoidS - Digital twin Boids fire prevention System
Researcher
Instituto Politécnico de Leiria Centro de Investigação em Informática e Comunicações, Portugal

Instituto Politécnico de Leiria, Portugal

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2020/01 - 2023/12 UIDB/04524/2020 - Centro de Investigação em Informática e Comunicações
UIDB/04524/2020
Fundação para a Ciência e a Tecnologia
2018/09/24 - 2021/09/23 Tempo de repensar as estratégias para a atividade: uma plataforma personalizada mHealth de treino para combater a inatividade física na DPOC
PTDC/SAU-SER/28446/2017
Researcher
Instituto Politécnico de Leiria, Portugal

Universidade de Aveiro, Portugal

Center for Innovative Care and Health Technology, Portugal

Instituto Politécnico de Leiria Centro de Investigação em Informática e Comunicações, Portugal

Instituto Politécnico de Leiria, Portugal

Instituto Politécnico de Leiria, Portugal

Universidade de Aveiro, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2019/01 - 2019/12 UID/CEC/04524/2019 - Plano de Reestruturação de Unidades de I&D
UID/CEC/04524/2019
Fundação para a Ciência e a Tecnologia
2017/09 - 2019/09 SmartWalk: Cidades Inteligentes para Cidadãos Sénior Ativos
CENTRO-01-0145-FEDER-024293
PO Centro 2020
Outputs

Publications

Book
  1. Constante Nicolalde, F.; Silva, F.; Herrera, B.; Pereira, A.. Big data analytics in IOT: Challenges, open research issues and tools. 2018.
    10.1007/978-3-319-77712-2_73
  2. Silva, Fernando Jose Mateus. Resolución del Problema de Alineamiento Múltiple de Secuencias por Medio de Computación Evolutiva. Cáceres, Espanha, Spain: Universidad de Extremadura. 2011.
    Published
  3. Silva, Fernando José Mateus da. Multiple Sequence Alignment using Genetic Algorithms. Espanha, Spain: Universidad de Extremadura. 2007.
    Published
Book chapter
  1. Tiago F. R. Ribeiro; Fernando Silva; Rogério Luís de C. Costa. "Reconstructing Spatiotemporal Data with C-VAEs". 2023.
    10.1007/978-3-031-42914-9_5
  2. Guerrero, Graciela; Silva, Fernando José Mateus da; Pereira, António Manuel de Jesus; Fernández-Caballero, Antonio. Corresponding author: Guerrero, Graciela. "A Proposal for a Taxonomy of Augmented Humanity Based on Current Needs, Topics and Challenges". In Ambient Intelligence – Software and Applications – 14th International Symposium on Ambient Intelligence, 74-83. Springer Nature Switzerland, 2023.
    Published • 10.1007/978-3-031-43461-7_8
  3. Rodrigues, Ricardo; Caceiro, Ruben; Brites-Pereira, Marcelo; Flora, Sofia; Cruz, Joana; Silva, Fernando José Mateus da; Ribeiro, José Carlos Bregieiro. Corresponding author: Ribeiro, José Carlos Bregieiro. "Correction to: A Conversational Agent for Promoting Physical Activity Among COPD Patients". In Lecture Notes in Networks and Systems, C1-C1. Springer International Publishing, 2022.
    10.1007/978-3-031-04826-5_70
  4. Silva, Fernando. "Real-Time Low-Cost Active and Assisted Living for the Elderly". 2019.
    10.1007/978-3-030-24097-4_19
  5. Silva, Fernando. "SmartWalk Mobile – A Context-Aware m-Health App for Promoting Physical Activity Among the Elderly". 2019.
    10.1007/978-3-030-16184-2_79
  6. Emiliano, Rodrigo; Silva, Fernando José Mateus; Frazão, Luís; Barroso, João; Pereira, António. "Traffic Management in Rural Networks". In Design, User Experience, and Usability. User Experience Design for Everyday Life Applications and Services, 452-461. Cham: Springer International Publishing, 2014.
    Published • 10.1007/978-3-319-07635-5_44
  7. da Silva, Fernando José Mateus; Pérez, Juan Manuel Sánchez; Pulido, Juan Antonio Gómez; Rodríguez, Miguel A. Vega. "A Parallel Niched Pareto Evolutionary Algorithm for Multiple Sequence Alignment". In 5th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB 2011), 157-165. Berlin, Heidelberg: Springer Berlin Heidelberg, 2011.
    Published • 10.1007/978-3-642-19914-1_22
  8. Silva, Fernando José Mateus; Sanchez-Perez, Juan Manuel; Gomez-Pulido, Juan Antonio; Vega-Rodriguez, Miguel A.. "AlineaGA: A Genetic Algorithm for Multiple Sequence Alignment". In New Challenges in Applied Intelligence Technologies, 309-318. Berlin, Heidelberg: Springer Berlin Heidelberg, 2008.
    Published • 10.1007/978-3-540-79355-7_30
Conference abstract
  1. Flora, S; Brites-Pereira, M; Hipólito, N; G. Silva, C; Gordo, J; Morais, N; Ribeiro, José Carlos Bregieiro; et al. Corresponding author: Cruz, J. "End-users’ perspectives of an eHealth platform to promote physical activity in COPD: a qualitative study". Paper presented in 2022 ERS International Congress, 2022.
    Published • 10.1183/13993003.congress-2022.2531
  2. Vieira, Ana; Dias, Diana; Miguel, Eunice; Matos, Telma; Flora, Sofia; Silva, Cândida G.; Morais, Nuno; et al. "Relationship between fatigue, physical activity and health-related factors in COPD". Paper presented in 2021 ERS International Congress, 2021.
    Published • 10.1183/13993003.congress-2021.pa336
  3. Pimenta, Sara; Flora, Sofia; Silva, Cândida G.; Oliveira, Ana; Morais, Nuno; Ribeiro, José Carlos Bregieiro; Silva, Fernando José Mateus da; et al. Corresponding author: Cruz, Joana. "Motivation and physical activity in COPD: an exploratory study". Paper presented in 2021 ERS International Congress, 2021.
    Published • 10.1183/13993003.congress-2021.pa1816
  4. Araújo Oliveira, Ana Luisa; Flora, Sofia; Santos, Liliana; Morais, Nuno; Ribeiro, José Carlos Bregieiro; Silva, Fernando José Mateus da; Silva, Candida; et al. Corresponding author: Cruz, Joana. "Characteristics of patients with COPD using mobile apps in daily life". Paper presented in 2020 ERS International Congress, 2020.
    Published • 10.1183/13993003.congress-2020.4109
Conference paper
  1. Miriam Pereira; Ribeiro, José Carlos Bregieiro; Rodrigues, Nuno; Silva, Fernando José Mateus da. Corresponding author: Ribeiro, José Carlos Bregieiro. "3D Virtual Reality Application for Supporting the Recruitment of Human Resources". Paper presented in 1st International Conference on Graphics and Interaction - ICGI 2018, Lisboa, 2018.
    Published
  2. Nicolalde, F.C.; Silva, F.; Herrera, B.; Pereira, A.. "Big Data analysis tools in IoT and their challenges in open researches,Herramientas de Análisis de Big Data en IoT y sus Desafíos en Investigaciones Abiertas". 2018.
    10.23919/CISTI.2018.8399297
  3. Pereira, António Manuel de Jesus; Rui Sábio; Silva, Fernando José Mateus da; Rabadão, Carlos Manuel da Silva. Corresponding author: Pereira, António Manuel de Jesus. "Web browser Real Time Communication in IMS Systems". Paper presented in A Internet do Futuro - 13ª Conferência sobre Redes de Computadores, CRC2013, Leiria, 2013.
    Published
  4. Silva, Fernando José Mateus; Sanchez-Perez, Juan Manuel; Gomez-Pulido, Juan Antonio; Vega-Rodriguez, Miguel A.. "Comparación de Algoritmos Evolutivos Paralelos y Secuenciales para el Alineamiento Múltiple de Secuencias". Paper presented in XXII Jornadas de Paralelismo. JP2011, Tenerife, 2011.
    Published
  5. Silva, Fernando José Mateus; Sanchez-Perez, Juan Manuel; Gomez-Pulido, Juan Antonio; Vega-Rodriguez, Miguel A.. "Parallel AlineaGA: An island parallel evolutionary algorithm for multiple sequence alignment". Paper presented in 2010 International Conference of Soft Computing and Pattern Recognition (SoCPaR), Cergy-Pontoise, France, 2010.
    Published • 10.1109/SOCPAR.2010.5686492
  6. Silva, Fernando José Mateus; Sanchez-Perez, Juan Manuel; Gomez-Pulido, Juan Antonio; Vega-Rodriguez, Miguel A.. "A Niched Pareto Genetic Algorithm for Multiple Sequence Alignment Optimization". Paper presented in 2nd International Conference on Agents and Artificial Intelligence, ICAART, Valencia, Spain, 2010.
    Published
  7. Silva, Fernando Jose Mateus; Sanchez-Perez, Juan Manuel; Gomez-Pulido, Juan Antonio; Vega-Rodriguez, Miguel A.. "An evolutionary approach for performing multiple sequence alignment". Paper presented in 2010 IEEE Congress on Evolutionary Computation (CEC), Barcelona, Spain, 2010.
    Published • 10.1109/CEC.2010.5586500
  8. Silva, Fernando José Mateus; Sanchez-Perez, Juan Manuel; Gomez-Pulido, Juan Antonio; Vega-Rodriguez, Miguel A.. "Un Algoritmo Genético para Alineamiento Múltiple de Secuencias". Paper presented in VI Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados, MAEB'09, Malaga, Spain, 2009.
    Published
  9. Silva, Fernando José Mateus; Sanchez-Perez, Juan Manuel; Gomez-Pulido, Juan Antonio; Vega-Rodriguez, Miguel A.. "Optimizing Multiple Sequence Alignment by Improving Mutation Operators of a Genetic Algorithm". Paper presented in 2009 Ninth International Conference on Intelligent Systems Design and Applications, Pisa, Italy, 2009.
    Published • 10.1109/ISDA.2009.106
  10. Silva, Fernando José Mateus; Sanchez-Perez, Juan Manuel; Vega-Rodriguez, Miguel A.; Gómez Pulido, Juan Antonio. "Alineamiento múltiple de secuencias utilizando algoritmos genéticos: revisión". Paper presented in Segundo congreso Español de informática, CEDI, Zaragoza, Spain, 2007.
    Published
  11. Silva, Fernando Jose Mateus; Gonçalves, Alexandrino; Mendes, António José. "Reconstructions of the past – How virtual can they be?". Paper presented in XV Congress Mondial UISPP, Lisbon, 2006.
    Published
  12. Silva, Fernando José Mateus; Gonçalves, Alexandrino. "Construção de Ambientes Virtuais – Um método de trabalho". Paper presented in 13º Encontro Português de Computação Gráfica, Vila Real, 2005.
    Published
  13. Silva, Fernando José Mateus; Gonçalves, Alexandrino; Mendes, António José. "An approach to (virtually) recreate historical findings". Paper presented in 10th International Congress "Cultural Heritage and New Technologies", Vienna, Austria, 2005.
    Published
  14. Gonçalves, Alexandrino. "House of the Skeletons - A Virtual Way". Paper presented in CAA2004, Prato - Italy, 2004.
    Published
Conference poster
  1. RAPOSO, JOAO; Pimenta, Sara; Alves-Guerreiro, José; Flora, Sofia; Caceiro, Rúben; Morais, Nuno; Araújo Oliveira, Ana Luisa; et al. Corresponding author: Cruz, Joana. "Perfil de atividade física de pessoas com Doença Pulmonar Obstrutiva Crónica (DPOC) em Portugal". Paper presented in XI Congresso Nacional de Fisioterapeutas, 2021.
  2. CARREIRA, BRUNO; André Raínho Dias; Mariana Coimbra; Morais, Nuno; Silva, Fernando José Mateus da; Ribeiro, José Carlos Bregieiro; Silva, Cândida G.; et al. "Implementing a personalized mHealth coaching platform to tackle physical inactivity in COPD – the OnTRACK project (E-Poster)". Paper presented in 24th WONCA European Conference, 2019, 2019.
Journal article
  1. Guerrero, Graciela; Avila, Daniel; Silva, Fernando José Mateus da; Pereira, António Manuel de Jesus; Fernández-Caballero, Antonio. Corresponding author: Fernández-Caballero, Antonio. "Internet-based identification of anxiety in university students using text and facial emotion analysis". Internet Interventions 34 (2023): 100679. http://dx.doi.org/10.1016/j.invent.2023.100679.
    Open access • Published • 10.1016/j.invent.2023.100679
  2. F R Ribeiro, Tiago; Silva, Fernando José Mateus da; Moreira, José; Rogério Luís de Carvalho Costa. Corresponding author: Rogério Luís de Carvalho Costa. "Burned area semantic segmentation: A novel dataset and evaluation using convolutional networks". ISPRS Journal of Photogrammetry and Remote Sensing 202 (2023): 565-580. http://dx.doi.org/10.1016/j.isprsjprs.2023.07.002.
    Open access • Published • 10.1016/j.isprsjprs.2023.07.002
  3. Graciela Guerrero; Fernando José Mateus da Silva; Antonio Fernández-Caballero; António Pereira. "Augmented Humanity: A Systematic Mapping Review". Sensors (2022): https://doi.org/10.3390/s22020514.
    10.3390/s22020514
  4. Flora, Sofia; Hipólito, Nádia; Brooks, Dina; Marques, Alda; Morais, Nuno; Silva, Cândida G.; Silva, Fernando José Mateus da; et al. Corresponding author: Cruz, Joana. "Phenotyping Adopters of Mobile Applications Among Patients With COPD: A Cross-Sectional Study". Frontiers in Rehabilitation Sciences 2 (2021): http://dx.doi.org/10.3389/fresc.2021.729237.
    Open access • Published • 10.3389/fresc.2021.729237
  5. David Bastos; José Ribeiro; Fernando Silva; Mário Rodrigues; Carlos Rabadão; Antonio Fernández-Caballero; João Paulo Barraca; Nelson Pacheco Rocha; António Pereira. "Security Mechanisms of a Mobile Health Application for Promoting Physical Activity among Older Adults". Sensors 21 21 (2021): 7323-7323. https://doi.org/10.3390/s21217323.
    10.3390/s21217323
  6. David Bastos; José Ribeiro; Fernando Silva; Mário Rodrigues; Anabela G. Silva; Alexandra Queirós; Antonio Fernández-Caballero; Nelson Pacheco Rocha; António Pereira. "SmartWalk BAN: Using Body Area Networks to Encourage Older Adults to Perform Physical Activity". Electronics (2020): https://doi.org/10.3390/electronics10010056.
    10.3390/electronics10010056
  7. Silva, Fernando José Mateus da. "Needs and expectations of smartphone apps features for enhancing physical activity in patients with COPD". Physiotherapists (2019): http://dx.doi.org/10.1183/13993003.congress-2019.pa1244.
    10.1183/13993003.congress-2019.pa1244
  8. Marcelino, Isabel; Lopes, David; Reis, Michael; Silva, Fernando Jose Mateus; Laza, Rosalía; Pereira, António. "Using the eServices Platform for Detecting Behavior Patterns Deviation in the Elderly Assisted Living: A Case Study". BioMed Research International 2015 1 (2015): 1-10. http://dx.doi.org/10.1155/2015/530828.
    Published • 10.1155/2015/530828
  9. da Silva, F.J.; Pérez, J.M.; Pulido, J.A.; Rodríguez, M.A.; Silva, Fernando José Mateus; Sanchez-Perez, Juan Manuel; Gomez-Pulido, Juan Antonio; Vega-Rodriguez, Miguel A.. "Parallel Niche Pareto AlineaGA--an evolutionary multiobjective approach on multiple sequence alignment.". Journal of integrative bioinformatics 8 3 (2011): 174-189. http://www.scopus.com/inward/record.url?eid=2-s2.0-84855549106&partnerID=MN8TOARS.
    Published • 10.2390/biecoll-jib-2011-174
  10. Silva, Fernando José Mateus; Sánchez Pérez, Juan Manuel; Gómez Pulido, Juan Antonio; Vega Rodríguez, Miguel A.. "AlineaGA—a genetic algorithm with local search optimization for multiple sequence alignment". Applied Intelligence 32 2 (2009): 164-172.
    Published • 10.1007/s10489-009-0189-4

Other

Dataset
  1. F R Ribeiro, Tiago; Silva, Fernando José Mateus da; Costa, Rogério Luís de Carvalho. BurnedAreaUAV Dataset (v1). https://zenodo.org/records/7925620. 2023.
    doi.org/10.5281/zenodo.7925620
  2. F R Ribeiro, Tiago; Silva, Fernando José Mateus da; José Moreira; Costa, Rogério Luís de Carvalho. BurnedAreaUAV Dataset (v1.1). https://zenodo.org/records/7944963. 2023.
    10.5281/zenodo.7944963
Other output
  1. Smart Remote Control Design for Seniors. 2015. António Pereira; Fernando Silva; José Ribeiro; Isabel Marcelino; João Barroso. https://doi.org/10.1007%2F978-3-319-20681-3_46.
    10.1007/978-3-319-20681-3_46
Distinctions

Award

2007 Best Paper Award
2004 Innovating projects in Mechanics, Electronics and Informatics
NERSANT - Associação Empresarial da Região de Santarém, Portugal