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  2. Featured Publications

Featured Publications

Publications ranked within the top 1% and 5% most cited papers worldwide in their field and publication year

Note on the use of metrics View more View more
To mitigate early citation volatility, this list by default only includes publications with at least 2 years since publication date, allowing for more stable comparisons across scientific fields. To avoid overemphasizing statistically fragile cases (e.g., papers in fields with very low global citation counts), only publications with Field-Weighted Citation Impact (FWCI) ≥ 1 are highlighted. This ensures that featured articles have met or exceeded the world average impact for their field and year, making “Top 1% / 5%” designations more robust and comparable across disciplines. As emphasized by FCT and international recommendations (e.g., DORA), bibliometric indicators (citations, percentiles, FWCI, JIF, etc.) should not be used in isolation as proof of scientific quality. They may be influenced by artificial phenomena (such as paper mills or citation cartels) and show strong variation across fields and publication profiles. Nevertheless, when considered together and in context, they remain a valuable tool to understand impact and recognition.

5

Top 1%

18

Top 5%
Top 1% 16.38 (FWCI) 62 Cites
Isolation, Identification, and Characterization of Phosphate-Solubilizing Bacteria from Tunisian Soils (2023)
Pinho, Henrique; Mateus, Dina; Amri, Marwa; Rjeibi, Mohamed Ridha; Gatrouni, Marwa; Asses, Nedra ; and 1 more
Microorganisms (Q2)
10.3390/microorganisms11030783
Top 1% 21.02 (FWCI) 68 Cites
Developments in Image Processing Using Deep Learning and Reinforcement Learning (2023)
Valente, Jorge; António, João; Mora, Carlos; Jardim, Sandra
Journal of Imaging (Q2)
10.3390/jimaging9100207
Top 5% 9.96 (FWCI) 39 Cites
A survey on narrative extraction from textual data (2023)
Campos, Ricardo; Nunes, Sérgio; Jorge, Alípio; Santana, Brenda; Amorim, Evelin; Silvano, Purificação
Artificial Intelligence Review (Q1)
10.1007/s10462-022-10338-7
Top 5% 10.74 (FWCI) 4 Cites
The Portuguese Sustainable Campus Network: A Knowledge Collaboration for Sustainability Transformation in Higher Education Institutions. (2023)
Barros, Manuel; Madeira, Ana Carla; Caeiro, S.; Disterheft, A.; Manteigas, V.; Teixeira, M. ; and 1 more
Higher Education for Sustainability. Management and Industrial Engineering
10.1007/978-3-031-28793-0_1
Top 5% 9.97 (FWCI) 13 Cites
Physics of Sound to Raise Awareness for Sustainable Development Goals in the Context of STEM Hands-On Activities (2023)
Costa, Maria Cristina; Ferreira, Carlos; Pinho, Henrique
Sustainability (Q1)
10.3390/su15043676
Top 1% 14.74 (FWCI) 81 Cites
Image thresholding approaches for medical image segmentation-short literature review (2022)
Jardim, Sandra; António, João; Mora, Carlos
2022 International Conference on ENTERprise Information Systems, CENTERIS 2022 - International Conference on Project MANagement, ProjMAN 2022 and International Conference on Health and Social Care Information Systems and Technologies, HCist 2022
10.1016/j.procs.2023.01.439
Top 5% 7.98 (FWCI) 54 Cites
Telepresence Social Robotics towards Co-Presence: A Review (2022)
Almeida, Luís A.; Menezes, P.; Dias, J.
Applied Sciences (Q2)
10.3390/app12115557
Top 5% 4.58 (FWCI) 37 Cites
Graphical Image Region Extraction with K-Means Clustering and Watershed (2022)
Jardim, Sandra; António, Joana; Mora, Carlos
Journal of Imaging (Q2)
10.3390/jimaging8060163
Top 1% 14.41 (FWCI) 117 Cites
Learning-Based URLLC-Aware Task Offloading for Internet of Health Things (2021)
Zhou, Z.; Wang, Z.; Yu, H.; Liao, H.; Mumtaz, Shahid; Oliveira, Luís M. L. ; and 1 more
IEEE Journal on Selected Areas in Communications (Q1)
10.1109/JSAC.2020.3020680
Top 5% 8.33 (FWCI) 74 Cites
A Self-Paced BCI With a Collaborative Controller for Highly Reliable Wheelchair Driving: Experimental Tests With Physically Disabled Individuals (2021)
Cruz, Aniana; Pires, Gabriel Pereira; Lopes, Ana Cristina; Carona, C.; Nunes, Urbano J.
IEEE Transactions on Human-Machine Systems (Q1)
10.1109/THMS.2020.3047597
Top 5% 7.24 (FWCI) 37 Cites
Customer reviews sentiment-based analysis and clustering for market-oriented tourism services and products development or positioning (2021)
Jardim, Sandra; Mora, Carlos
2021 International Conference on ENTERprise Information Systems, CENTERIS 2021 / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021 and International Conference on Health and Social Care Information Systems and Technologies 2021
10.1016/j.procs.2021.12.006
Top 1% 37.48 (FWCI) 608 Cites
YAKE! Keyword extraction from single documents using multiple local features (2020)
Campos, Ricardo; Mangaravite, V.; Pasquali, A.; Jorge, Alípio; Nunes, C.; Jatowt, Adam
Information Sciences (Q1)
10.1016/j.ins.2019.09.013
Top 5% 9.38 (FWCI) 99 Cites
Review of the cooperation and operation of microgrid clusters (2020)
Bandeiras, Filipe; Pinheiro, E.; Gomes, Mário; Coelho, Paulo; Fernandes, José
Renewable and Sustainable Energy Reviews (Q1)
10.1016/j.rser.2020.110311
Top 5% 6.95 (FWCI) 124 Cites
Audio Features for Music Emotion Recognition: a Survey (2020)
Panda, Renato; Malheiro, Ricardo; Paiva, Rui Pedro
IEEE Transactions on Affective Computing (Q1)
10.1109/TAFFC.2020.3032373
Top 5% 5.14 (FWCI) 42 Cites
Joint event extraction along shortest dependency paths using graph convolutional networks (2020)
Balali, A.; Asadpour, M.; Campos, Ricardo; Jatowt, Adam
Knowledge-Based Systems (Q1)
10.1016/j.knosys.2020.106492
Top 5% 4.95 (FWCI) 15 Cites
Participation of students in the project Valorbio: A case study to accelerate the implementation of sustainability principles in the curriculum (2020)
Mateus, Dina; Pinho, Henrique; Nogueira, Isabel; Rosa, M.A.N.H.; Cartaxo, Marco; Nunes, Valentim
International Journal of Sustainability in Higher Education (Q2)
10.1108/IJSHE-09-2019-0254
Top 5% 4.23 (FWCI) 22 Cites
Interactive system for automatically generating temporal narratives (2019)
Pasquali, Arian; Mangaravite, Vítor; Campos, Ricardo; Jorge, Alípio; Jatowt, Adam
41st European Conference on Information Retrieval
10.1007/978-3-030-15719-7_34
Top 5% 8.47 (FWCI) 19 Cites
Microgrid protection schemes (2018)
Gomes, Mário; Coelho, Paulo; Moreira, Carlos
Microgrids Design and Implementation
10.1007/978-3-319-98687-6_12

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