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Helena Aidos
Helena Aidos
LASIGE, Dep. Informática, Faculdade de Ciências, Universidade de Lisboa
Verified email at fc.ul.pt
Title
Cited by
Cited by
Year
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
3862010
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
512017
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
322020
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
302018
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
202022
Biclustering fMRI time series: a comparative study
EN Castanho, H Aidos, SC Madeira
BMC bioinformatics 23 (1), 192, 2022
182022
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
172022
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
172016
Statistical modeling of dissimilarity increments for d-dimensional data: Application in partitional clustering
H Aidos, A Fred
Pattern Recognition 45 (9), 3061-3071, 2012
162012
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
152023
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
152014
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
132023
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
112016
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
112015
Supervised nonlinear dimensionality reduction by neighbor retrieval
J Peltonen, H Aidos, S Kaski
2009 IEEE international conference on acoustics, speech and signal …, 2009
112009
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
102022
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
102020
Neighborhood-aware autoencoder for missing value imputation
H Aidos, P Tomás
2020 28th European Signal Processing Conference (EUSIPCO), 1542-1546, 2021
92021
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
92018
Hierarchical clustering with high order dissimilarities
H Aidos, A Fred
Machine Learning and Data Mining in Pattern Recognition: 7th International …, 2011
82011
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Articles 1–20