| 2024 | ECIR | iDPP@CLEF 2024: The Intelligent Disease Progression Prediction Challenge. | Helena Aidos, Roberto Bergamaschi, Paola Cavalla, Adriano Chi, Arianna Dagliati, Barbara Di Camillo, Mamede de Carvalho, Nicola Ferro, Piero Fariselli, Jose Manuel Garca Dominguez, Sara C. Madeira, Eleonora Tavazzi |
| 2024 | ESANN | Deep Temporal Consensus Clustering for Patient Stratification in Amyotrophic Lateral Sclerosis. | Miguel Pego Roque, Andreia S. Martins, Marta Gromicho, Mamede de Carvalho, Sara C. Madeira, Pedro Toms, Helena Aidos |
| 2023 | ECIR | iDPP@CLEF 2023: The Intelligent Disease Progression Prediction Challenge. | Helena Aidos, Roberto Bergamaschi, Paola Cavalla, Adriano Chi, Arianna Dagliati, Barbara Di Camillo, Mamede de Carvalho, Nicola Ferro, Piero Fariselli, Jose Manuel Garca Dominguez, Sara C. Madeira, Eleonora Tavazzi |
| 2017 | ICPRAM | ECG-based Biometrics using a Deep Autoencoder for Feature Learning - An Empirical Study on Transferability. | Afonso Eduardo, Helena Aidos, Ana L. N. Fred |
| 2016 | ICPRAM | Efficient Evidence Accumulation Clustering for Large Datasets. | Diogo Silva, Helena Aidos, Ana L. N. Fred |
| 2014 | CIARP | Learning Similarities by Accumulating Evidence in a Probabilistic Way. | Helena Aidos, Ana L. N. Fred |
| 2014 | ICIP | Identifying regions of interest for discriminating Alzheimer's disease from mild cognitive impairment. | Helena Aidos, Joo M. M. Duarte, Ana L. N. Fred |
| 2014 | ICPRAM | Feature Extraction in Pet Images for the Diagnosis of Alzheimer's Disease. | Joo M. M. Duarte, Helena Aidos, Ana L. N. Fred |
| 2013 | IBPRIA | Dissimilarity Increments Distribution in the Evidence Accumulation Clustering Framework. | Helena Aidos, Ana L. N. Fred |
| 2013 | IJCCI | Morphological ECG Analysis for Attention Detection. | Carlos Carreiras, Andr Loureno, Helena Aidos, Hugo Plcido da Silva, Ana L. N. Fred |
| 2013 | ICPRAM | Evidence Accumulation Approach applied to EEG Analysis. | Helena Aidos, Carlos Carreiras, Hugo Silva, Ana L. N. Fred |
| 2013 | ICPRAM | The Area under the ROC Curve as a Criterion for Clustering Evaluation. | Helena Aidos, Robert P. W. Duin, Ana L. N. Fred |
| 2012 | ICPRAM | Classification using High Order Dissimilarities in Non-euclidean Spaces. | Helena Aidos, Ana L. N. Fred, Robert P. W. Duin |
| 2011 | IBPRIA | On the Distribution of Dissimilarity Increments. | Helena Aidos, Ana L. N. Fred |
| 2010 | ICASSP | An information retrieval perspective on visualization of gene expression data with ontological annotation. | Jaakko Peltonen, Helena Aidos, Nils Gehlenborg, Alvis Brazma, Samuel Kaski |
| 2009 | ICASSP | Supervised nonlinear dimensionality reduction by Neighbor Retrieval. | Jaakko Peltonen, Helena Aidos, Samuel Kaski |