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NOVA LINCS Algarve, GROUP: Multimodal Systems. RESEARCH TOPICS: Operational Research, Combinatorial Optimisation, Machine Learning, Data Analysis. GOOGLE SCHOLAR: https://scholar.google.com/citations?user= Er7I3ocAAAAJ &hl=en. BIO: Gabriela Schütz received her Ph.D. in Mathematics/Operations Research from Universidade do Algarve (UAlg), Portugal, in 2000; her M.Sc. in Statistics and Operations Research from the Universidade de Lisboa, Portugal, in 1989, and her degree in Mathematics from the Universidade de Lisboa, Portugal, in 1985. She is a Coordenador Professor at the Institute of Engineering (ISE), UAlg, Portugal, where she teaches mathematics and statistics. She is researcher at the CEOT (electronics, optoelectronics and telecommunications research centre), Algarve, Portugal. She has been involved in some research and development projects and (co-)authored several publications. She was, among many other academic managing activities, president of the Pedagogical and of the Scientific councils (ISE-Ualg) and a Ualg pro-rector. SELECTED PUBLICATIONS: - Vaz, P. J., Schütz, G., Guerrero, C., and Cardoso, P. J. S. (2022). Hybrid neural network based models for evapotranspiration prediction over limited weather parameters. IEEE Access, 11, pp. 963-976. http://dx.doi.org/10.1109/ACCESS.2022.3233301; - Coelho, A. C. & Schütz, G. (2022). Protein markers for the identification of cork oak plants infected with Phytophthora Cinnamomi by applying an (a, ß)-k-Feature Set approach. Forests, 13(6), 940. https://doi.org/10.3390/f13060940;- Schütz, G. and J. A. Martins (2020). A comprehensive approach for optimizing controller placement in Software-Defined Networks. Computer Communications, 159, pp. 198-205. https://doi.org/10.1016/j.comcom.2020.05.008; - Correia, N., Mazayev, A., Schütz, G., Martins, J. and Barradas, A. (2017). Resource Design in Constrained Networks for Network Lifetime Increase. IEEE Internet of Things Journal, 4 (5), pp. 1611-1623. https://doi.org/10.1109/jiot.2017.2678517; - Correia, N., Sacramento, D. and Schütz, G. (2016). Dynamic Aggregation and Scheduling in CoAP/Observe Based Wireless Sensor Networks. IEEE Internet of Things Journal, 3 (6), pp. 923 936. https://doi.org/10.1109/jiot.2016.2517120.
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Identification

Personal identification

Full name
Maria Gabriela Figueiredo de Castro Schutz

Citation names

  • G. Schütz
  • Gabriela Schutz

Author identifiers

Ciência ID
341B-DE9D-AFC7
ORCID iD
0000-0001-5081-3913
Google Scholar ID
Er7I3ocAAAAJ
Researcher Id
O-5305-2015
Scopus Author Id
35254562000

Email addresses

  • gschutz@ualg.pt (Professional)

Addresses

  • Universidade do Algarve, 8005-139, Faro, Faro, Portugal (Professional)

Knowledge fields

  • Exact Sciences - Mathematics - Applied Mathematics

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Upper intermediate (B2) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Upper intermediate (B2) Advanced (C1) Upper intermediate (B2) Advanced (C1) Upper intermediate (B2)
Education
Degree Classification
2000
Concluded
 Matemática (Doutoramento)
Major in Investigação Operacional
Universidade do Algarve, Portugal
"Resolução de Problemas de Optimização Combinatória em Máquinas Paralelas" (THESIS/DISSERTATION)
1989
Concluded
 Estatística e Investigação Operacional (Mestrado)
Universidade de Lisboa Faculdade de Ciências, Portugal
"- Problema de Optimização de Rotas de Veículos - um estudo computacional da heurística de Fisher e Jaikumar" (THESIS/DISSERTATION)
1985
Concluded
 Matemática (Licenciatura)
Universidade de Lisboa Faculdade de Ciências, Portugal
Affiliation

Science

Category
Host institution 		Employer
2009 - 2023/12 Researcher (Research) Centro de Electronica Optoelectrônica e Telecomunicacoes, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2001/06/05 - 2024/03/31 Teacher Coordinator (Polytechnic Teacher) Universidade do Algarve, Portugal
1991 - 2001 Adjunct Teacher (Polytechnic Teacher) Universidade do Algarve, Portugal
1990 - 1991 Invited Teacher Coordinator (Polytechnic Teacher) Instituto Politécnico de Portalegre, Portugal
1989 - 1990 Assistant (University Teacher) Intituto Superior de Economia da Universidade Técnica de Lisboa, Portugal
1986 - 1989 Trainee Assistant (University Teacher) Intituto Superior de Economia da Universidade Técnica de Lisboa, Portugal
1986 - 1986 Trainee Assistant (University Teacher) Universidade de Aveiro, Portugal

Positions / Appointments

Category
Host institution 		Employer
1991 - 2023 Membro do Conselho Técnico-Científico (e Científico) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2013 - 2017 Pro-Rector Universidade do Algarve, Portugal
2009 - 2013 Membro do Conselho Geral Universidade do Algarve, Portugal
2005 - 2007 President of the Scientific Council Universidade do Algarve Instituto Superior de Engenharia, Portugal
2001 - 2004 President of the Pedagogic Council Universidade do Algarve Instituto Superior de Engenharia, Portugal
2000 - 2003 Diretora do 2º ciclo da Licenciatura bi-etápica em de Engenharia Elétrica e Eletrónica Universidade do Algarve Instituto Superior de Engenharia, Portugal
1995 - 1996 Diretora do Bacharelato em Engenharia Elétrica e Eletrónica Universidade do Algarve Instituto Superior de Engenharia, Portugal

Others

Category
Host institution 		Employer
2011 - 2013 Responsável pela realização das Jornadas Técnicas de Eletrotecnia Universidade do Algarve Instituto Superior de Engenharia, Portugal
2011 - 2013 Responsável pela realização da rúbrica Banda Larga do DEE na RUA (Rádio Universitária da UAlg) Universidade do Algarve Instituto Superior de Engenharia, Portugal
Projects

Contract

Designation Funders
2020/12 - 2023/06 GSSIC - Green Spaces SMART Irrigation Control
ALG-01-0247-FEDER-047030
Researcher
Universidade do Algarve, Portugal
2020/12 - 2023/06 Inspect - Monitorização Não-Intrusiva da Performance em Sistemas Eléctricos
CRESC Algarve2020 I&DT, nº 70291
Researcher
Universidade do Algarve, Portugal
2013 - 2015 i3FR - Intelligent Fresh Food Fleet Router
QREN I&DT, n.º 34130
Researcher
Universidade do Algarve, Portugal
Concluded
Outputs

Publications

Book chapter
  1. Pedro J. Vaz; Gabriela Schütz; Carlos Guerrero; Pedro J. S. Cardoso. "Impact of Employing Weather Forecast Data as Input to the Estimation of Evapotranspiration by Deep Neural Network Models". 2025.
    10.1007/978-981-96-4345-5_5
  2. Pedro J. Vaz; Gabriela Schütz; Carlos Guerrero; Pedro J. S. Cardoso. "A Study on the Prediction of Evapotranspiration Using Freely Available Meteorological Data". 436-450. Springer International Publishing, 2022.
    10.1007/978-3-031-08760-8_37
  3. A. Miguel; R. Lam; G. Schütz. "Message Broadcast Framework for Local Storage in Distributed Applications". 2020.
    10.1007/978-3-030-30938-1_25
  4. Schütz, G.. "A k-Cover Model for Reliability-Aware Controller Placement in Software-Defined Networks". 2019.
    Published • 10.1007/978-3-030-22734-0_44
  5. Cardoso, P.J.S.; Schütz, G.; Semião, J.; Monteiro, J.; Rodrigues, J.; Mazayev, A.; Ey, E.; Viegas, M.. "Integration of a real-time stochastic routing optimization software with an enterprise resource planner". 309-323. 2019.
    10.1007/978-3-319-29589-3_8
  6. Schütz, Gabriela. "Estudo das rotas de recolha de resíduos sólidos na região rural de Faro". In Casos de Investigação Operacional. Portugal: McGraw-Hill Portugal, 2000.
Conference paper
  1. Cardoso, P.J.S.; Schütz, G.; Mazayev, A.; Ey, E.. "Solutions in under 10 seconds for vehicle routing problems with time windows using commodity computers". Paper presented in Evolutionary Multi-Criterio Optimization (EMO), Guimarães, 2015.
    10.1007/978-3-319-15892-1_28
  2. Cardoso, P.J.S.; Schütz, G.; Semião, J.; Monteiro, J.; Rodrigues, J.; Mazayev, A.; Ey, E.; et al. "Integration of a food distribution routing optimization software with an enterprise resource planner". 2015.
    10.5220/0005385901530161
  3. Mazayev, A.; Correia, N.; Schütz, G.. "Heuristic approach for data gathering in wireless sensor networks". 2015.
    10.1109/iccw.2015.7247262
  4. Cardoso, P.J.S.; Schütz, G.; Mazayev, A.; Ey, E.; Corrêa, T.. "A solution for a real-time stochastic capacitated vehicle routing problem with time windows". 2015.
    10.1016/j.procs.2015.05.501
  5. Correia, N.; Schutz, G.; Barradas, A.. "Fairness for CoAP/Observe based wireless sensor networks with aggregation deployment". 2015.
    10.1109/wf-iot.2015.7389036
  6. Sacramento, D.; Schutz, G.; Correia, N.. "Aggregation and scheduling in CoAP/Observe based wireless sensor networks". 2015.
    10.1109/icc.2015.7248396
  7. Carvalho, N.; Schutz, G.; Correia, N.. "Vehicle routing with backup provisioning using wireless sensor infrastructure". 2014.
    10.1109/iccve.2014.7297628
  8. Coimbra, J.; Schutz, G.; Correia, N.. "Network game based routing for energy efficient Fibre-Wireless access networks". 2012.
    10.1109/icc.2012.6364195
  9. Correia, N.; Schutz, G.. "A problem reduction approach for the design of fault-tolerant wireless-optical access networks". 2011.
    10.1109/HPSR.2011.5986024
  10. Schütz, G.; Correia, N.. "A multi-objective optimization approach for fault-tolerance provisioning in multi-radio hybrid wireless-optical broadband access networks". 2010.
    10.1145/1774088.1774222
  11. Coimbra, J.; Schütz, G.; Correia, N.. "Forwarding repeated game for end-to-end qos support in fiber-wireless access networks". 2010.
    10.1109/glocom.2010.5683111
  12. Schuetz, G; Correia, NSC. "A Heuristic for Fault-Tolerance Provisioning in Multi-Radio Hybrid Wireless-Optical Broadband Access Network". 2009.
Journal article
  1. Rui Guerra; Rosa Pires; António Brázio; Ana Margarida Cavaco; Gabriela Schütz; Ana Cristina Coelho. "Spectral Analysis, Biocompounds, and Physiological Assessment of Cork Oak Leaves: Unveiling the Interaction with Phytophthora cinnamomi and Beyond". Forests (2023): https://doi.org/10.3390/f14081663.
    10.3390/f14081663
  2. Pedro J. Vaz; Gabriela Schutz; Carlos Guerrero; Pedro J. S. Cardoso. "Hybrid Neural Network Based Models for Evapotranspiration Prediction Over Limited Weather Parameters". IEEE Access (2023): https://doi.org/10.1109/ACCESS.2022.3233301.
    10.1109/ACCESS.2022.3233301
  3. Ana Cristina Coelho; Gabriela Schütz. "Protein Markers for the Identification of Cork Oak Plants Infected with Phytophthora cinnamomi by Applying an (a, ß)-k-Feature Set Approach". Forests 13 6 (2022): 940-940. https://doi.org/10.3390/f13060940.
    10.3390/f13060940
  4. Coelho, AC; Pires, R; Schutz, G; Santa, C; Manadas, B; Pinto, P. "Disclosing proteins in the leaves of cork oak plants associated with the immune response to Phytophthora cinnamomi inoculation in the roots: A long-term proteomics approach". PLOS ONE (2021):
    10.1371/journal.pone.0245148
  5. Schütz, G; Martins, JA. "A comprehensive approach for optimizing controller placement in Software-Defined Networks". Comput. Commun. (2020):
  6. Schutz, G; Correia, N; Martins, JA; Mazayev, A; Barradas, A. "A Bounded Heuristic for Collection-Based Routing in Wireless Sensor Networks". IEEE ACCESS (2018):
    10.1109/access.2018.2841846
  7. Martins, JA; Mazayev, A; Correia, N; Schuetz, G; Barradas, A. "GACN: Self-Clustering Genetic Algorithm for Constrained Networks". IEEE COMMUNICATIONS LETTERS (2017): https://www.authenticus.pt/P-00M-GHQ.
    10.1109/LCOMM.2016.2641420
  8. Correia, N; Carvalho, N; Schutz, G. "Planning of Vehicle Routing with Backup Provisioning Using Wireless Sensor Technologies". INFORMATION (2017): https://www.authenticus.pt/P-00M-WZS.
    10.3390/info8030094
  9. Correia, N; Mazayev, A; Schutz, G; Martins, J; Barradas, A. "Resource Design in Constrained Networks for Network Lifetime Increase". IEEE INTERNET OF THINGS JOURNAL (2017): https://www.authenticus.pt/P-00M-GHR.
    10.1109/JIOT.2017.2678517
  10. Correia, N.; Sabino, S.; Schütz, G.; Barradas, A.. "Planning the Reassignment of Frequencies in Fiber-Wireless Access Networks". International Journal of Wireless Information Networks 23 3 (2016): 199-213. http://www.scopus.com/inward/record.url?eid=2-s2.0-84973154683&partnerID=MN8TOARS.
    10.1007/s10776-016-0312-5
  11. Mazayev, A.; Correia, N.; Schütz, G.. "Data Gathering in Wireless Sensor Networks Using Unmanned Aerial Vehicles". International Journal of Wireless Information Networks (2016): 1-13. http://www.scopus.com/inward/record.url?eid=2-s2.0-84982111739&partnerID=MN8TOARS.
    10.1007/s10776-016-0319-y
  12. Correia, N.; Schutz, G.; Mazayev, A.; Martins, J.; Barradas, A.. "An Energy-Aware Resource Design Model for Constrained Networks". IEEE Communications Letters 20 8 (2016): 1631-1634. http://www.scopus.com/inward/record.url?eid=2-s2.0-84983072025&partnerID=MN8TOARS.
    10.1109/LCOMM.2016.2572699
  13. Correia, N; Sacramento, D; Schutz, G. "Dynamic Aggregation and Scheduling in CoAP/Observe-Based Wireless Sensor Networks". IEEE INTERNET OF THINGS JOURNAL (2016): https://www.authenticus.pt/P-00K-03A.
    10.1109/jiot.2016.2517120
  14. Correia, N.; Schütz, G.; Barradas, A.. "Correlation-based energy saving approach for smart fiber wireless networks". Journal of Optical Communications and Networking 7 6 (2015): 525-539. http://www.scopus.com/inward/record.url?eid=2-s2.0-84958172762&partnerID=MN8TOARS.
    10.1364/jocn.7.000525
  15. Coimbra, J.; Schütz, G.; Correia, N.. "Energy efficient routing algorithm for fiber-wireless access networks: A network formation game approach". Computer Networks 60 (2014): 201-216. http://www.scopus.com/inward/record.url?eid=2-s2.0-84894866303&partnerID=MN8TOARS.
    10.1016/j.bjp.2013.11.014
  16. Coimbra, J.; Schütz, G.; Correia, N.. "A game-based algorithm for fair bandwidth allocation in Fibre-Wireless access networks". Optical Switching and Networking 10 2 (2013): 149-162. http://www.scopus.com/inward/record.url?eid=2-s2.0-84871385545&partnerID=MN8TOARS.
    10.1016/j.osn.2012.08.004
  17. Barradas, A.; Correia, N.; Coimbra, J.; Schutz, G.. "Load adaptive and fault tolerant framework for energy saving in fiber-wireless access networks". Journal of Optical Communications and Networking 5 9 (2013): 957-967. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884828269&partnerID=MN8TOARS.
    10.1364/JOCN.5.000957
  18. Schütz, G.; Correia, N.. "Design of QoS-aware energy-efficient fiber-wireless access networks". Journal of Optical Communications and Networking 4 8 (2012): 586-594. http://www.scopus.com/inward/record.url?eid=2-s2.0-84865375681&partnerID=MN8TOARS.
    10.1364/JOCN.4.000586
  19. Correia, N.; Coimbra, J.; Schütz, G.. "Fault-tolerance planning in multiradio hybrid wireless - Optical broadband access networks". Journal of Optical Communications and Networking 1 7 (2009): 645-654. http://www.scopus.com/inward/record.url?eid=2-s2.0-73049116886&partnerID=MN8TOARS.
    10.1364/JOCN.1.000645
  20. Almeida, M.T.; Schütz, G.; Carvalho, F.D.. "Cell suppression problem: A genetic-based approach". Computers and Operations Research 35 5 (2008): 1613-1623. http://www.scopus.com/inward/record.url?eid=2-s2.0-34748842640&partnerID=MN8TOARS.
    10.1016/j.cor.2006.09.004
Thesis / Dissertation
  1. Schütz, Gabriela. "Resolução de problemas de optimização combinatória em máquinas paralelas". PhD, 1999. http://hdl.handle.net/10400.1/7478.
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2021 - 2022 Smart irrigation platform based on machine and deep learning
Co-supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade do Algarve Instituto Superior de Engenharia, Portugal
2019 - 2020 Optimization of the Application SPA & Leisure
Co-supervisor
 Engenharia Elétrica e Eletrónica (Master)
Universidade do Algarve Instituto Superior de Engenharia, Portugal
2014 - 2015 Route Planning in Wireless Sensor Networks for Data Gathering Purposes
Co-supervisor
 Engenharia Informática (Master)
Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal