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Susana Brás
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Publications
- 2026
[j20]Miguel Carvalho
, Armando J. Pinho
, Susana Brás
:
How hard is my imbalanced classification task? - An explainable supervised approach. Expert Syst. Appl. 303: 130695 (2026)- 2025
[j13]Miguel Carvalho, Armando J. Pinho, Susana Brás:
Resampling approaches to handle class imbalance: a review from a data perspective. J. Big Data 12(1): 71 (2025)
[c32]Miguel Carvalho
, Daniela Pais
, Raquel Sebastião
, Armando J. Pinho
, Susana Brás
:
Informed Decision Making Strategy for Resampling in Pain Assessment. IbPRIA (2) 2025: 147-158
[c30]Miguel Carvalho
, Armando J. Pinho
, Susana Brás
:
GBRF: A Novel Framework for Encoding User-Preferences in Imbalanced Data Distributions via Genetic Optimization. ECML/PKDD (5) 2025: 59-77- 2021
[j4]Mariana S. Ramos
, João M. Carvalho
, Armando J. Pinho
, Susana Brás
:
On the Impact of the Data Acquisition Protocol on ECG Biometric Identification. Sensors 21(14): 4645 (2021)
[j3]Chunyu Tan
, Liming Zhang
, Tao Qian, Susana Brás
, Armando J. Pinho
:
Statistical n-Best AFD-Based Sparse Representation for ECG Biometric Identification. IEEE Trans. Instrum. Meas. 70: 1-13 (2021)- 2020
[j2]Gisela Pinto, João M. Carvalho
, Filipa Barros
, Sandra C. Soares
, Armando J. Pinho
, Susana Brás
:
Multimodal Emotion Evaluation: A Physiological Model for Cost-Effective Emotion Classification. Sensors 20(12): 3510 (2020)- 2018
[j1]João M. Carvalho
, Susana Brás
, Diogo Pratas
, Jacqueline Ferreira
, Sandra C. Soares
, Armando J. Pinho
:
Extended-alphabet finite-context models. Pattern Recognit. Lett. 112: 49-55 (2018)
[c15]João M. Carvalho
, Susana Brás
, Armando J. Pinho
:
Compression-Based Classification of ECG Using First-Order Derivatives. INTETAIN 2018: 27-36- 2017
[c14]João M. Carvalho
, Susana Brás
, Jacqueline Ferreira
, Sandra C. Soares
, Armando J. Pinho
:
Impact of the Acquisition Time on ECG Compression-Based Biometric Identification Systems. IbPRIA 2017: 169-176
[i1]João M. Carvalho
, Susana Brás, Diogo Pratas, Jacqueline Ferreira, Sandra C. Soares, Armando J. Pinho:
Extended-Alphabet Finite-Context Models. CoRR abs/1709.07346 (2017)- 2015
[c10]Susana Brás
, Armando J. Pinho
:
ECG biometric identification: A compression based approach. EMBC 2015: 5838-5841

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