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Helena Aidos

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Acronym Title Funding Entity Start Date End Date
AIpALS Advanced LearnIng Models using Patient Profiles and Disease Progression Patterns for Prognostic Prediction in ALS FCT 01/03/2021 28/02/2025
BRAINTEASER BRinging Artificial INTelligencE home for a better cAre of amyotrophic lateral sclerosis and multiple SclERosis EU H2020 01/01/2021 31/12/2024
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Miguel Pego RoqueAndreia S. MartinsMarta GromichoMamede de CarvalhoSara C. MadeiraPedro Tomás Helena AidosDeep Temporal Consensus Clustering for Patient Stratification in Amyotrophic Lateral Sclerosis. In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2024). i6doc.com, 2024 [Biblios]
Eduardo CastanhoHelena AidosSara C. MadeiraBiclustering Data Analysis: A Comprehensive Survey. Briefings in Bioinformatics, 25(4), Oxford University Press (OUP), 2024 [Biblios]
Bernardo GomesJosé CoelhoHelena AidosA survey on traffic flow prediction and classification. Intelligent Systems with Applications, 20, Elsevier BV, 2023 [Biblios]
Ruben BrancoJoana Barros ValenteAndreia S. MartinsDiogo F. SoaresEduardo N. CastanhoSara C. MadeiraHelena AidosSurvival analysis for multiple sclerosis: predicting risk of disease worsening. In Intelligent Disease Progression Prediction (iDPP) at CLEF 2023 , pages 1199-1209. CEUR-WS.org , 2023 [Biblios]
Helena AidosExploiting second-order dissimilarity representations for hierarchical clustering and visualization. Data Mining and Knowledge Discovery, Springer Science and Business Media LLC, 2022 [Biblios]
Helena AidosPedro TomásNeighborhood-aware Autoencoder for Missing Value Imputation. In 28th European Signal Processing Conference (EUSIPCO), pages 1542-1546. IEEE, 2021 [Biblios]
Joana MatosSofia PiresHelena AidosMarta GromichoSusana PintoMamede de CarvalhoSara C. MadeiraUnravelling Disease Presentation Patterns in ALS Using Biclustering for Discriminative Meta-Features Discovery. In Bioinformatics and Biomedical Engineering,Lecture Notes in Computer Science, pages 517-528. Springer International Publishing, 2020 [Biblios]
Pedro SaHelena AidosNuno RomaPedro TomasHeart Disease Detection Architecture for Lead I Off-the-Person ECG Monitoring Devices. In 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 2019 [Biblios]
Nuno LourencoJoao RosaRicardo MartinsHelena AidosAntonio CanelasRicardo PovoaNuno HortaOn the Exploration of Promising Analog IC Designs via Artificial Neural Networks. In 2018 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD). IEEE, 2018 [Biblios]
Diana BatistaHelena AidosAna FredJoana SantosRui Cruz FerreiraRui César das NevesProtecting the ECG Signal in Cloud-based User Identification System – A Dissimilarity Representation Approach. In Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies. SCITEPRESS - Science and Technology Publications, 2018 [Biblios]
Helena AidosAna FredDiscrimination of Alzheimer’s Disease using longitudinal information. Data Mining and Knowledge Discovery, 31(4):1006-1030, Springer Science and Business Media LLC, 2017 [Biblios]
Isidora Šaši?Sanja BrdarTatjana Lon?ar-TurukaloHelena AidosAna FredConsensus Clustering for Cancer Gene Expression Data – Large-Scale Analysis using Evidence Accumulation Approach. In Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies. SCITEPRESS - Science and Technology Publications, 2017 [Biblios]
Afonso EduardoHelena AidosAna FredECG-based Biometrics using a Deep Autoencoder for Feature Learning – An Empirical Study on Transferability. In Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods. SCITEPRESS - Science and Technology Publications, 2017 [Biblios]
Carlos CarreirasAndré LourençoHelena AidosHugo Plácido da SilvaAna L. N. FredUnsupervised Analysis of Morphological ECG Features for Attention Detection, In Studies in Computational Intelligence,Computational Intelligence, pages 437 - 453. Springer International Publishing, 2016 [Biblios]
Diogo SilvaHelena AidosAna FredEfficient Evidence Accumulation Clustering for Large Datasets. In Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods. SCITEPRESS - Science and and Technology Publications, 2016 [Biblios]