Centre for Informatics and Systems of the University of Coimbra (CISUC)
Centro de Informática e Sistemas da Universidade de Coimbra

Publications Actions
Publications at Authenticus Institutional Profile

An Authenticus institution (group) is an organization which consists of a set of researchers (institutional/group team). The set of researchers depends on the organizational structure of the institution per year and can be set at the institution profile, under ‘Researchers’ interface. Based on the institutional team we produce listings of publications, statistics and institutional reports. 

Publications displayed at an Authenticus institutional profile depend on two parameters:

  • Researchers team associated with the institution per year. 
  • Publications source type. 

We define 3 types of publication sources:

  • Validated by team members - includes all publications validated by team members. Requires the definition of the institutional team. 
  • All published by team members - includes all publications validated by the institution team members plus all not-validated (only identified) publications. Requires the definition of the institutional team. 
  • Affiliation Based - includes publications that have the institution/group in the publication affiliation. Does not require institutional team, but at the same time does not guarantee that all publications will be listed. 
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Update Citation

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Rules:
 This actions updates publications citations of every team member.
 Only validated by team members publications are included.
 Only the current year team is included in this action.>
 The action is executed in the background, thus the results are NOT immediate.
 This actions can be executed only once a month!

Update PrePrints

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Rules:
 This actions updates all pre print publications of the group/institution.
 Only validated by current year team members publications are included.
 The action is executed in the background, thus the results are NOT immediate.
 This actions can be executed only once a day!

Publications Count: 6

1 Team Members
Filters -> Year: 2025
1
TITLE: Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets  Full Text
AUTHORS: Bernardete Ribeiro; Francisco Antunes; Dylan Perdigão ; Catarina Silva;
PUBLISHED: 2024, SOURCE: Pattern Recognition Letters
INDEXED IN: Scopus CrossRef Unpaywall
2
TITLE: Data-Centric Federated Learning for Anomaly Detection in Smart Grids and Other Industrial Control Systems
AUTHORS: Dylan Perdigão ; Tiago Cruz; Paulo Simões; Pedro Henriques Abreu ;
PUBLISHED: 2024, SOURCE: NOMS 2024 IEEE Network Operations and Management Symposium, Seoul, Republic of Korea, May 6-10, 2024, PAGES: 1-5
INDEXED IN: DBLP
3
TITLE: Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection
AUTHORS: Dylan Perdigão ; Francisco Antunes; Catarina Silva; Bernardete Ribeiro;
PUBLISHED: 2024, SOURCE: 27th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2024 in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024, Proceedings, Part II, VOLUME: 15369, PAGES: 45-59
INDEXED IN: Scopus DBLP CrossRef
4
TITLE: Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian Optimization
AUTHORS: Dylan Perdigão ; Francisco Antunes; Catarina Silva; Bernardete Ribeiro;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part III, VOLUME: 14969, PAGES: 127-138
INDEXED IN: Scopus DBLP CrossRef
5
TITLE: Question Answering over Linked Data with GPT-3
AUTHORS: Bruno Faria; Dylan Perdigão ; Hugo Gonçalo Oliveira;
PUBLISHED: 2023, SOURCE: 12th Symposium on Languages, Applications and Technologies, SLATE 2023 in 12th Symposium on Languages, Applications and Technologies, SLATE 2023, June 26-28, 2023, Vila do Conde, Portugal, VOLUME: 113, PAGES: 1:1-1:15
INDEXED IN: Scopus DBLP
6
TITLE: The Joint Role of Batch Size and Query Strategy in Active Learning-Based Prediction - A Case Study in the Heart Attack Domain
AUTHORS: Faria, Bruno; Dylan Perdigão ; Bras, Joana; Macedo, Luis;
PUBLISHED: 2022, SOURCE: 21st EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2022, VOLUME: 13566, PAGES: 464-475
INDEXED IN: Scopus WOS DBLP CrossRef: 3