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Keywords
Network Optimization / Operations Research:
Publications
Monographs
Research papers
2024
2023
2022
The electric vehicle shortest path problem with time windows and prize collection,
A. Cassia, O. Jabali, F. Malucelli, and M. Pascoal,
In S. Fidanova, A. Mucherino, and D. Zaharie, editors,
17th Conference on Computer Science and Intelligence Systems, (FedCSIS), Sofia, Bulgaria, pages 313-322, IEEE
An exact lexicographic approach for the maximally risk-disjoint/minimal cost path pair problem in telecommunication networks,
M. Pascoal, J. Craveirinha and J. Clímaco,
TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, 30:405-425, 2022
Finding K shortest and dissimilar paths,
A. Moghanni, M. Pascoal and M. T. Godinho,
International Transactions in Operational Research, 29:1573-1601, 2022
2021
The rough interval shortest path problem,
A. Moghanni and M. Pascoal,
In Operational Research: IO 2019, Tomar, Portugal, July 22–24, pages 53-64, Springer Proceedings in Mathematics & Statistics, 2021
2020
2019
2018
Multi-material 3D printing using stereolithography: an optimization approach,
D. Bandeira, M. Pascoal, A. Mateus and M. Reis Silva,
Advanced Materials Research, to appear, 2018
The MinSum-MinHop and the MaxMin-MinHop bicriteria path problems,
M. Pascoal,
In A. Adamatzky, editor, Shortest Path Solvers. From Software to Wetware, volume 32 of Emergence, Complexity and Computation, pages 73-97, Springer, Cham, 2018
2017
2016
An
approach to determine unsupported non-dominated solutions in bicriteria integer linear programs,
J. Clímaco and M. Pascoal,
INFOR: Information Systems and Operational Research, 54:317-343, 2016
Dynamic preprocessing for the minmax regret robust shortest path problem with finite multi-scenarios,
M. Pascoal and M. Resende,
Discrete Optimization, 22:122-140, 2016
An
exact method for constructing minimal cost/minimal SRLG spanning trees over optical networks,
J. Craveirinha, J. Clímaco, L. Martins and M. Pascoal,
Telecommunication Systems, 62:327-346, 2016
2015
Reducing
the minmax regret robust shortest path problem with finite multi-scenarios,
M. Pascoal and M. Resende,
In J.-P. Bourguignon, R. Jeltsch, A. Pinto, and M. Viana, editors, Mathematics of Energy and Climate Change: International Conference and Advanced School Planet Earth, Portugal, March 21-28, 2013, volume 2 of CIM Series in Mathematical Sciences: Dynamics, Games and Science III, pages 247-262, Springer-Verlag, 2015
Protected shortest path visiting specified nodes,
T. Gomes, S. Marques, L. Martins, M. Pascoal and D. Tipper,
Proceedings of the RNDM’15 - 7th International Workshop on Reliable Networks Design and Modeling, IEEE - German Section, pp. 120-127, October 2015
Path
based algorithms for metro network design,
G. Laporte and M. Pascoal,
Computers & Operations Research, 62:78-94, 2015
2014
2013
Bicriteria
path problem minimizing the cost and minimizing the number of labels,
M. Pascoal, M. E. Captivo, J. Clímaco and A. Laranjeira,
4OR - Quarterly Journal of the Belgian, French and Italian Operations
Research Societies, 11(3):275-294, 2013
Constructing minimal cost/minimal SRLG spanning trees Over optical networks - An exact approach,
J. Clímaco, J. Craveirinha, L. Martins and M. Pascoal,
Proceedings of the 2013 International Conference on Telecommunication Systems – Modeling and Analysis, Czech Technical University in Prague, May 2013
Combining multi-criteria analysis and tabu search to solve real-life
dial-a-ride problems,
J. Paquette, J.-F. Cordeau, G. Laporte and M. Pascoal,
Transportation Research Part B, 52:1-15, 2013
2012
Enumerating K Best Paths in Order of Length in DAGs,
M. Pascoal and A. Sedeño-Noda,
European Journal of Operational Research, 221(2):308-316, 2012
The
pipeline and valve location problem,
G. Laporte and M. Pascoal,
European Journal of Industrial Engineering, 6(3):301-321, 2012
Multiobjective
combinatorial optimization problems with a cost and several bottleneck objective functions: an algorithm with
reoptimization,
C. Bornstein, N. Maculan, M. Pascoal and L. Pinto,
Computers & Operations Research, 39(9):1969-1976, 2012
Multicriteria
path and tree problems - Discussion on exact algorithms and applications,
J. Clímaco and M. Pascoal,
International Transactions in Operations Research, 19(1-2):63-98, 2012
2011
Minimum
cost path problems with relays,
G. Laporte and M. Pascoal,
Computers & Operations Research, 38(1):165-173, 2011
A stochastic bicriteria approach for restorable QoS routing in MPLS,
J. Clímaco, J. Craveirinha, T. Gomes and M. Pascoal,
Proceedings of the 2011 International Conference on Telecommunication Systems, Czech Technical University in Prague, May 2011
2010
Optimizing
the profit from a complex cascade of hydroelectric stations with recirculating water,
A. Korobeinikov,
A. Kovacec, M. McGuinness, M. Pascoal, A. Pereira and S. Vilela,
Mathematics-in-Industry Case Studies Journal, 2:111-133, 2010
On
algorithms for the tricriteria shortest path problem with two bottleneck objective
functions,
L.
Pinto and M. Pascoal,
Computers & Operations Research, 37(10):1774-1779, 2010
On
the bicriterion - minimal cost/minimal label - spanning tree problem,
J.
Clímaco, M. E. Captivo and M. Pascoal,
European Journal of Operational Research, 204(2):199-205, 2010
2009
2007
Traffic
splitting in MPLS networks - a hierarchical multicriteria
approach,
J.
Clímaco, J. Craveirinha, M. Pascoal and L. Martins,
Journal of Telecommunications and Information Technology, 4:3-10, 2007
Computational
experiments with a lazy version of a K quickest simple path ranking algorithm,
M.
Pascoal, M. E. Captivo and J. Clímaco,
TOP: An Official Journal of the Spanish Society of Statistics and
Operations Research, 15(2):372-382, 2007
Internet
packet routing: application of a K-quickest path algorithm,
J.
Clímaco, M. Pascoal, J. Craveirinha and M. E. Captivo,
European Journal of Operational Research, 181(3):1045-1054, 2007
Multicriteria routing models in telecommunication networks - overview and a case study,
J. Clímaco, J. Craveirinha and M. Pascoal,
In Advances in Multiple Criteria Decision Making and Human Systems
Management, Y. Shi, D. L. Olson, A. Stam (Editors),
17-46, IOS Press, 2007
2006
Implementations
and empirical comparison for K shortest loopless path algorithms,
M. Pascoal,
The Ninth DIMACS Implementation Challenge: The Shortest Path Problem,
November 2006
A
comprehensive survey on quickest path problems,
M. Pascoal, M. E. Captivo and J. Clímaco,
Annals of Operations Research, 147(1):5-21, October 2006
An
automated reference point-like approach for multicriteria
shortest path problems,
J.
Clímaco, J. Craveirinha and M. Pascoal,
Journal
of Systems Science and Systems Engineering,
15(3):314-329, September 2006
2005
An
algorithm for ranking quickest simple paths,
M.
Pascoal, M. E. Captivo and J. Clímaco,
Computers
& Operations Research,
32(3):509-520, 2005
An
automatic reference point-like methodology for multicriteria
shortest path problems,
J.
Clímaco, J. Craveirinha and M. Pascoal,
Proceedings
of the 6th International Symposium on Knowledge and Systems
Sciences KSS'2005,
Laxenburg, Austria, 31-40, August 2005
Ranking
optimal paths,
M.
Pascoal, M. E. Captivo and J. Clímaco,
Proceedings
of the International Network Optimization Conference INOC 2005,
Lisboa, Portugal, B2.615-B2.621, March 2005
2004-1999
Routing
calculation in multimedia: A procedure based on a bicriteria
model,
J.
Clímaco, J. Craveirinha and M. Pascoal,
Proceedings
of the European Congress on Computational Methods in Applied
Sciences and Engineering ECCOMAS'04,
Jyväskylä, Finland, July 2004
Internet
packet routing: application of a K-quickest path algorithm,
J.
Clímaco, M. Pascoal, J. Craveirinha and M. E. Captivo,
Proceedings
of the III International Conference on Decision Support for
Telecommunications and Information Society DSTIS'03,
Warsaw, Poland, 29-36, September 2003
A note on
a new variant of Murty's ranking assignments algorithm,
M.
Pascoal, M. E. Captivo and J. Clímaco,
4OR
- Quarterly Journal of the Belgian, French and Italian Operations
Research Societies,
1(3):243-254, 2003
A
bicriterion approach for routing problems in multimedia networks,
J.
Clímaco, J. Craveirinha and M. Pascoal,
Networks,
41(4):206-220, 2003
A
new implementation of Yen's ranking loopless paths algorithm,
E.
Martins and M. Pascoal,
4OR
- Quarterly Journal of the Belgian, French and Italian Operations
Research Societies,
1(2):121-134, 2003
An
algorithm for calculating the K most reliable link disjoint paths
with a maximum number of arcs,
T. Gomes,
J. Craveirinha, E. Martins, L. Martins and M. Pascoal,
Proceedings
of the 3rd International Workshop on Design of Reliable
Communication Networks DRCN 2001,
Budapest University of Technology and Economics, Hungary, 205-212,
2001
An
algorithm for calculating the K most reliable disjoint paths with
a maximum number of arcs,
T. Gomes,
J. Craveirinha, E. Martins, L. Martins and M. Pascoal,
Proceedings
of the European Conference on Safety and Reliability ESREL'2001,
Politectnico di Torino, Italy, 3:1659-1666, 2001
A
new improvement for a K shortest paths algorithm,
E.
Martins, M. Pascoal and J. Santos,
Investigação
Operacional, 21:47-60, 2001
A
enumeração dos K trajectos mais curtos,
M.
Pascoal,
Investigação
Operacional, 20:63-85, 2000
Deviation
algorithms for ranking shortest paths,
E.
Martins, M. Pascoal and J. Santos,
International
Journal of Foundations of Computer Science,
10(3):247-263, 1999
The optimal path problem,
E.
Martins, M. Pascoal D. Rasteiro and J. Santos,
Investigação
Operacional, 19:43-60, 1999
Research Reports
Dynamic preprocessing for the minmax regret robust shortest path problem with finite multi-scenarios,
M. Pascoal and M. Resende,
Technical Report nº 10 / 2014, INESC-Coimbra
Minmax regret robust shortest path problem in a finite multi-scenario model,
M. Pascoal and M. Resende,
Technical Report nº 6 / 2014, INESC-Coimbra
A
new method to determine unsupported solutions in multicriteria mixed integer
linear programming: a reference point approach,
J. Clímaco and M. Pascoal,
Technical Report nº 3 / 2012, INESC-Coimbra
Bicriteria path problem minimizing the cost
and minimizing the number of labels,
M. Pascoal, M. E. Captivo, J. Clímaco and A. Laranjeira,
Technical Report nº 1 / 2011, INESC-Coimbra
Multicriteria
path and tree problems - Discussion on exact algorithms and applications,
J. Clímaco
and M. Pascoal, Technical Report nº 3 / 2010, INESC-Coimbra
The
pipeline and valve location problem,
G. Laporte
and M. Pascoal, Technical Report nº 2 / 2010, INESC-Coimbra
Minimum
cost path problems with relays,
G. Laporte
and M. Pascoal, Technical Report nº 6 / 2009, INESC-Coimbra
Enhanced
algorithms for tricriteria shortest path
problems with two bottleneck objective
functions,
L. Pinto
and M. Pascoal, Technical Report nº 3 / 2009, INESC-Coimbra
Labeling
algorithms for minimum-hop bicriteria path problems,
M.
Pascoal, Technical Report nº 15 / 2008, INESC-Coimbra
On
the bicriterion - minimum cost/minimum label - spanning tree
problem,
J.
Clímaco, M. E. Captivo and M. Pascoal, Technical Report nº
12 / 2008, INESC-Coimbra
A
mixed integer linear formulation for the minimum label spanning
tree problem,
M. E.
Captivo, J. Clímaco and M. Pascoal, Technical Report nº
11 / 2008, INESC-Coimbra
Finding
non-dominated shortest pairs of disjoint simple paths - a revised
version,
J.
Clímaco and M. Pascoal, Technical Report nº 10 / 2008,
INESC-Coimbra
Some
computational improvements on finding the K shortest spanning
trees,
J.
Clímaco, M. Pascoal and C. Silva, Technical Report nº
7 / 2008, INESC-Coimbra
Finding
non-dominated shortest pairs of disjoint simple paths,
J.
Clímaco and M. Pascoal, Technical Report nº 3 / 2007,
INESC-Coimbra
Implementations
and empirical comparison of K shortest loopless path algorithms,
M.
Pascoal, Technical Report nº
9 / 2006, INESC-Coimbra
An
automatic reference point-like approach for dealing with a
multicriteria teletraffic routing model,
J.
Clímaco, J. Craveirinha and M. Pascoal, Technical Report nº
7 / 2005, INESC-Coimbra
A
comprehensive survey on the quickest path problem,
M.
Pascoal, M. E. Captivo and J. Clímaco, Working Paper nº
15 / 2004, CIO
A
new implementation of Yen's ranking loopless paths algorithm,
E.
Martins and M. Pascoal, Technical Report 01/003, CISUC
An
algorithm for ranking optimal paths,
E.
Martins and M. Pascoal, Technical Report 01/002, CISUC
An
algorithm for calculating the K most reliable disjoint paths with
a maximum number of arcs,
T. Gomes,
J. Craveirinha, E. Martins, L. Martins and M. Pascoal, Technical
Report ET-N9, INESC-Coimbra, 2001
Labeling
algorithms for ranking shortest paths,
E.
Martins, M. Pascoal and J. Santos, Technical Report 00/001, CISUC
An
algorithm for ranking loopless paths,
E.
Martins, M. Pascoal and J. Santos, Technical Report 99/007, CISUC
A
new improvement for a K shortest paths algorithm,
E.
Martins, M. Pascoal and J. Santos, Technical Report 99/006, CISUC
The
K shortest loopless paths problem,
E.
Martins, M. Pascoal and J. Santos, CISUC, 1998
The
K shortest paths problem,
E.
Martins, M. Pascoal and J. Santos, CISUC, 1998
A
new algorithm for ranking loopless paths,
E.
Martins, M. Pascoal and J. Santos, CISUC, 1997
Communications
Finding bicriteria shortest pairs of disjoint paths: related problems and algorithms,
M. Pascoal, M. E. Captivo and J. Clímaco
Recent advances in multi-objective optimization, Vienna, Austria, September 2014
Computing pairs of disjoint paths by order of cost,
M. Pascoal,
IFORS 2014, Barcelona, Spain, July 2014
Shortest paths on indoor localization,
C. Santos and M. Pascoal,
IFORS 2014, Barcelona, Spain, July 2014
Computing pairs of disjoint paths by order of cost,
M. Pascoal,
Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Portugal, May 2014
Algorithms for the min-max regret robust shortest path problem in a finite multi-scenario model,
M. Resende and M. Pascoal ,
International Symposium on Combinatorial Optimization, Lisbon, Portugal, March 2014
Min-max regret robust shortest path problem in a finite mult-scenario model,
M. Pascoal and M. Resende,
International Conference and Advanced School Planet Earth, Dynamics, Games and Science II, Lisbon, Portugal, September 2013
Constructing minimal cost/minimal SRLG spanning trees over optical networks - An exact approach,
J. Craveirinha, J. Clímaco, L. Martins, and M. Pascoal,
International Conference on Telecommunication Systems Management, Prague, Czech Republic, May 2013
Path based method for multicriteria metro location,
M. Pascoal and G. Laporte,
COA.pt 2012, The paths of combinatorial optimization applications in Portugal, Sabrosa, Portugal, September 2012
Path based method for multicriteria metro location,
M. Pascoal and G. Laporte,
21st International Symposium on Mathematical Programming, Berlin, Germany, August 2012
Informação imprecisa na forma de conjuntos aproximativos - aplicação a otimização em redes,
M. Pascoal and M. Resende,
ENSPM 2012, Faro, Portugal, July 2012
A new method to determine unsupported non-dominated solutions in multicriteria integer linear programming - a reference point approach,
M. Pascoal and J. Clímaco,
CORS/MOPGP 2012, Niagara Falls, Canada, June 2012
Combinatorial optimization problems with a cost and several bottleneck objectives: Algorithm and reoptimization,
M. Pascoal, C. Bornstein, N. Maculan and L. Pinto,
Optimization 2011, Caparica, Portugal, July 2011
Comparing the bicriteria path and tree problems involving cost versus number of labels minimization,
J. Clímaco, M. E. Captivo and M. Pascoal,
IFORS 2011, Melbourne, Australia, July 2011
Finding paths with minimal cost and minimal number of labels,
M. Pascoal, M. E. Captivo, J. Clímaco and A. Laranjeira,
NOW 2010, Ajaccio, France, August 2010
The pipeline and
valve location problem,
M. Pascoal and G. Laporte,
EURO 2010, Lisbon, Portugal, July 2010
Minimum cost
path problems with relays,
M. Pascoal and G. Laporte,
ALIO/INFORMS 2010, Buenos Aires, Argentina, June 2010
New labeling
algorithms for minimum-hop bicriteria path problems,
M. Pascoal,
EURO 2009, Bonn, Germany, July 2009
On the bicriterion -
minimum cost/minimum label - spanning tree problem,
J. Clímaco, M. E. Captivo and M.
Pascoal,
EURO 2009, Bonn, Germany, July 2009
A mixed
integer linear formulation for the minimum label spanning tree
problem,
M. E. Captivo, J. Clímaco and M.
Pascoal,
EURO 2009, Bonn, Germany, July 2009
Multicriteria
approaches for a
routing problem in multimedia networks,
M.
Pascoal,
Centre
Interuniversitaire de Recherche sur les Réseaux
d'Entreprise, la Logistique et le Transport, University of
Montréal, November 2008
Do
caminho mais curto ao caminho mais curto por unidade de tempo,
M.
Pascoal,
Encontro
da SPM 2008, Coimbra, June 2008
Árvores,
caminhos e cores,
M.
Pascoal, M. E. Captivo and J. Clímaco,
IO'2008,
Vila Real, March 2008
Finding
non-dominated shortest pairs of disjoint simple paths,
M.
Pascoal and J. Clímaco,
Optimization
2007, Porto, July 2007
Traffic
splitting in MPLS networks - a hierarchical multicriteria
approach,
J.
Craveirinha, J. Clímaco, M. Pascoal and L. Martins,
DSTIS'2007,
Warsaw, Poland, July 2007
A
hybrid deviation algorithm for ranking K shortest simple paths,
M.
Pascoal,
EURO
2007, Prague, Czech Republic, July 2007
An
algorithm for a bicriterion - minimum cost / minimum label -
spanning tree problem,
M.
Pascoal, M. E. Captivo e J. Clímaco,
Iberian
Conference in Optimization, Coimbra, November 2006
Implementations
and empirical comparison for K shortest loopless path algorithms,
M.
Pascoal,
The Ninth
DIMACS Implementation Challenge: The Shortest Path Problem,
Piscataway, NJ, United States of America, November 2006
An
algorithm for a bicriterion - minimum cost/minimum label -
spanning tree problem,
M.
Pascoal, M. E. Captivo e J. Clímaco,
EURO
2006, Reykjavík, Iceland, July 2006
A
hierarchical multicriteria routing model in multimedia networks,
J.
Clímaco, J. Craveirinha e M. Pascoal,
EURO
2006, Reykjavík, Iceland, July 2006
A
lazy version of a K quickest simple path ranking algorithm,
M.
Pascoal, M. E. Captivo e J. Clímaco,
ALIO/EURO
2005, Paris, France, October 2005
Uma
metodologia automática do tipo ponto de referência
para problemas do trajecto mais curto multicritério,
M.
Pascoal, J. Clímaco and J. Craveirinha,
AIORT
2005, Coimbra, September 2005
An
automatic reference point-like methodology for multicriteria
shortest path problems based on a bicriteria model,
J.
Clímaco, J. Craveirinha and M. Pascoal,
CSM/KSS'2005,
Laxenburg, Austria, August 2005
Ranking
optimal paths,
M.
Pascoal, M. E. Captivo and J. Clímaco,
INOC
2005, Lisboa, March 2005
Routing
calculation in multimedia: A procedure based on a bicriteria
model,
J.
Clímaco, J. Craveirinha and M. Pascoal,
MMTN
2004, Coimbra, September 2004
Quickest
path algorithms and an application to Internet packet routing,
M.
Pascoal, M. E. Captivo, J. Clímaco and J. Craveirinha,
AIRO
2004, Lecce, Italy, September 2004
An
algorithm for ranking quickest simple paths,
J.
Clímaco, M. Pascoal and M. E. Captivo,
Optimization
2004, Lisboa, July 2004
Routing
calculation in multimedia: A procedure based on a bicriteria
model,
J.
Clímaco, J. Craveirinha, M. Pascoal,
ECCOMAS
2004, Jyväskylä, Finland, July 2004
Aplicação
de um algoritmo para os K caminhos mais rápidos ao
encaminhamento de dados na Internet,
M.
Pascoal, J. Clímaco, J. Craveirinha and M. E. Captivo,
IO'2004,
Porto, March 2004
Internet
packet routing: application of a K-quickest path algorithm,
J.
Clímaco, J. Craveirinha, M. Pascoal and M. E. Captivo,
DSTIS'2003,
Warsaw, Poland, September 2003
A
note on a new variant of Murty's ranking assignments algorithm,
M.
Pascoal, M. E. Captivo and J. Clímaco,
IFORS'2002,
Edimburgh, July 2002
A
bicriterion approach for routing problems in multimedia networks,
J.
Clímaco, J. Craveirinha and M. Pascoal,
CSM'2002,
Laxenburg, Austria, July 2002
Um
algoritmo para as K afectações de menor custo,
M.
Pascoal, M. E. Captivo and J. Clímaco,
IO'2002,
Guimarães, March 2002
An
algorithm for calculating the K most reliable link disjoint paths
with a maximum number of arcs,
T. Gomes,
J. Craveirinha, E. Martins, L. Martins and M. Pascoal,
3rd
International Workshop on Design of Reliable Communication
Networks DRCN 2001, Hungary, 2001
An
algorithm for calculating the K most reliable disjoint paths with
a maximum number of arcs,
T. Gomes,
J. Craveirinha, E. Martins, L. Martins and M. Pascoal,
European
Conference on Safety and Reliability ESREL'2001, Italy, September
2001
A
new implementation of Yen's ranking loopless paths algorithm,
E.
Martins and M. Pascoal,
Optimization
2001, Aveiro, July 2001
The
K shortest paths problem - a survey,
E.
Martins and M. Pascoal,
X CLAIO,
México, September 2000
Algoritmos
dos desvios para a enumeração dos K trajectos mais
curtos,
M.
Pascoal,
IO'2000,
Setúbal, April 2000
Um
novo melhoramento de um algoritmo para o problema dos K trajectos
mais curtos,
M.
Pascoal and J. Santos,
IO'2000,
Setúbal, April 2000
Computational
experiments with K shortest paths algorithms,
E.
Martins, M. Pascoal and J. Santos,
IFORS'99,
Beijing, August 1999
Optimização
em redes,
M.
Pascoal, D. Rasteiro and J. Santos, University of Minho, 1999
-
Optimização
em redes - Uma visão global
- O
problema dos K trajectos mais curtos e o problema dos K caminhos
mais curtos
- O
problema do trajecto mais curto segundo vários critérios
Editorial activity
Meetings
Students
Former
- Lionel Rolland (MSc student from ENSTA Paris, Institut Polytechnique de Paris, and Politecnico di Milano)
- Fátima Ramos (MSc)
- Ali Moghanni (PhD)
- Augusto Fernandes (Mobiwise project)
- Maria Paiva (Mobiwise project)
- Wilson Pinheiro (Mobiwise project)
- Najmesadat Nazemi (Visiting PhD student from Johannes Kepler University)
- Luís Henrique Duarte (MSc and Mobiwise project)
- Diogo Sousa (Mobiwise project)
- Pedro Seco (NEXT.parts project)
- Rui Valente (MSc)
- Beatriz Santos (MSc and NEXT.parts project)
- Micael Mesquita (MSc)
- Daniel Bandeira (MSc and NEXT.parts project)
- Marisa Resende (PhD)
- Carolina Lopes (MSc)
- Teresa de Sousa (MSc)
- Cátia Santos (MSc and Adinloc project, co-advised)
- Ana Laranjeira (MSc)
- Sara das Neves (MSc, co-advised)
- Danielson Rodrigues (MSc)
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