Helena Aidos
Helena Aidos
LASIGE, Dep. Informática, Faculdade de Ciências, Universidade de Lisboa
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Cited by
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Information retrieval perspective to nonlinear dimensionality reduction for data visualization.
J Venna, J Peltonen, K Nybo, H Aidos, S Kaski
Journal of Machine Learning Research 11 (2), 2010
ECG-based biometrics using a deep autoencoder for feature learning-an empirical study on transferability
A Eduardo, H Aidos, A Fred
International conference on pattern recognition applications and methods 2 …, 2017
End-to-end learning of video compression using spatio-temporal autoencoders
J Pessoa, H Aidos, P Tomás, MAT Figueiredo
2020 IEEE Workshop on Signal Processing Systems (SiPS), 1-6, 2020
On the exploration of promising analog ic designs via artificial neural networks
N Lourenço, J Rosa, R Martins, H Aidos, A Canelas, R Póvoa, N Horta
2018 15th International Conference on Synthesis, Modeling, Analysis and …, 2018
AI in breast cancer imaging: A survey of different applications
J Mendes, J Domingues, H Aidos, N Garcia, N Matela
Journal of Imaging 8 (9), 228, 2022
Biclustering fMRI time series: a comparative study
EN Castanho, H Aidos, SC Madeira
BMC bioinformatics 23 (1), 192, 2022
Overview of iDPP@ CLEF 2022: the intelligent disease progression prediction challenge
A Guazzo, I Trescato, E Longato, E Hazizaj, D Dosso, G Faggioli, ...
CEUR WORKSHOP PROCEEDINGS 3180, 1130-1210, 2022
Unsupervised analysis of morphological ECG features for attention detection
C Carreiras, A Lourenço, H Aidos, HP da Silva, ALN Fred
Computational Intelligence: Revised and Selected Papers of the International …, 2016
Statistical modeling of dissimilarity increments for d-dimensional data: Application in partitional clustering
H Aidos, A Fred
Pattern Recognition 45 (9), 3061-3071, 2012
Overview of iDPP@ CLEF 2023: the intelligent disease progression prediction challenge
G Faggioli, A Guazzo, S Marchesin, L Menotti, I Trescato, A Helena, ...
CEUR WORKSHOP PROCEEDINGS 3497, 1123-1164, 2023
Identifying regions of interest for discriminating Alzheimer's disease from mild cognitive impairment
H Aidos, J Duarte, A Fred
2014 IEEE International Conference on Image Processing (ICIP), 21-25, 2014
Super-resolution of magnetic resonance images using Generative Adversarial Networks
J Guerreiro, P Tomás, N Garcia, H Aidos
Computerized Medical Imaging and Graphics, 102280, 2023
Validation of two US risk scores for percutaneous coronary intervention in a single-center Portuguese population of patients with acute coronary syndrome
AT Timóteo, AV Monteiro, G Portugal, P Teixeira, H Aidos, ML Ferreira, ...
Revista Portuguesa de Cardiologia 35 (2), 73-78, 2016
Semi-supervised consensus clustering for ECG pathology classification
H Aidos, A Lourenço, D Batista, SR Bulò, A Fred
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2015
Supervised nonlinear dimensionality reduction by neighbor retrieval
J Peltonen, H Aidos, S Kaski
2009 IEEE international conference on acoustics, speech and signal …, 2009
Intelligent disease progression prediction: overview of iDPP@ CLEF 2022
A Guazzo, I Trescato, E Longato, E Hazizaj, D Dosso, G Faggioli, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2022
Unravelling disease presentation patterns in als using biclustering for discriminative meta-features discovery
J Matos, S Pires, H Aidos, M Gromicho, S Pinto, M de Carvalho, ...
International Work-Conference on Bioinformatics and Biomedical Engineering …, 2020
Neighborhood-aware autoencoder for missing value imputation
H Aidos, P Tomás
2020 28th European Signal Processing Conference (EUSIPCO), 1542-1546, 2021
Congenital heart disease in adults: Assessmentof functional capacity using cardiopulmonary exercise testing
SA Rosa, A Agapito, RM Soares, L Sousa, JA Oliveira, A Abreu, AS Silva, ...
Revista Portuguesa de Cardiologia (English Edition) 37 (5), 399-405, 2018
Hierarchical clustering with high order dissimilarities
H Aidos, A Fred
Machine Learning and Data Mining in Pattern Recognition: 7th International …, 2011
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