Helena Aidos
Orcid: 0000-0001-6827-4217
According to our database1,
Helena Aidos
authored at least 57 papers
between 2009 and 2024.
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Bibliography
2024
CoRR, 2024
Deep Temporal Consensus Clustering for Patient Stratification in Amyotrophic Lateral Sclerosis.
Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024
Proceedings of the Advances in Information Retrieval, 2024
Predicting the Functional Rating Scale and Self-Assessment Status of ALS Patients with Sensor Data.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2024
Overview of iDPP@CLEF 2024: The Intelligent Disease Progression Prediction Challenge.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024
2023
Intell. Syst. Appl., November, 2023
iDPP@CLEF 2023 - Participants' repositories for the Intelligent Disease Prediction Progression Challenge.
Dataset, November, 2023
Comput. Medical Imaging Graph., September, 2023
Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review.
Artif. Intell. Medicine, August, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
Proceedings of the Advances in Information Retrieval, 2023
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023
Overview of iDPP@CLEF 2023: The Intelligent Disease Progression Prediction Challenge.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
Investigating the Impact of Environmental Data on ALS Prognosis with Survival Analysis.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
2022
Exploiting second-order dissimilarity representations for hierarchical clustering and visualization.
Data Min. Knowl. Discov., 2022
Explaining Artificial Intelligence Predictions of Disease Progression with Semantic Similarity.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022
Overview of iDPP@CLEF 2022: The Intelligent Disease Progression Prediction Challenge.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
Hierarchical Modelling for ALS Prognosis: Predicting the Progression Towards Critical Events.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
2020
Proceedings of the IEEE Workshop on Signal Processing Systems, 2020
Unravelling Disease Presentation Patterns in ALS Using Biclustering for Discriminative Meta-Features Discovery.
Proceedings of the Bioinformatics and Biomedical Engineering, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Heart Disease Detection Architecture for Lead I Off-the-Person ECG Monitoring Devices.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
Proceedings of the 15th International Conference on Synthesis, 2018
Protecting the ECG Signal in Cloud-based User Identification System - A Dissimilarity Representation Approach.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018
2017
Data Min. Knowl. Discov., 2017
ECG-based Biometrics using a Deep Autoencoder for Feature Learning - An Empirical Study on Transferability.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
Consensus Clustering for Cancer Gene Expression Data - Large-Scale Analysis using Evidence Accumulation Approach.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017
2016
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016
2015
Proceedings of the Similarity-Based Pattern Recognition - Third International Workshop, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
2014
Proceedings of the ICPRAM 2014, 2014
Identifying regions of interest for discriminating Alzheimer's disease from mild cognitive impairment.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014
Diagnosing Alzheimer's Disease: Automatic Extraction and Selection of Coherent Regions in FDG-PET Images.
Proceedings of the Biomedical Engineering Systems and Technologies, 2014
Proceedings of the BIOIMAGING 2014, 2014
2013
Learning Similarities from Examples Under the Evidence Accumulation Clustering Paradigm.
Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013
Proceedings of the IJCCI 2013, 2013
The Area under the ROC Curve as a Criterion for Clustering Evaluation.
Proceedings of the ICPRAM 2013, 2013
Evidence Accumulation Approach applied to EEG Analysis.
Proceedings of the ICPRAM 2013, 2013
Dissimilarity Increments Distribution in the Evidence Accumulation Clustering Framework.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013
Exploratory EEG Analysis using Clustering and Phase-locking Factor.
Proceedings of the BIOSIGNALS 2013, 2013
2012
Statistical modeling of dissimilarity increments for d-dimensional data: Application in partitional clustering.
Pattern Recognit., 2012
Classification using High Order Dissimilarities in Non-euclidean Spaces.
Proceedings of the ICPRAM 2012, 2012
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012
2011
Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
2010
Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization.
J. Mach. Learn. Res., 2010
An information retrieval perspective on visualization of gene expression data with ontological annotation.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Proceedings of the IEEE International Conference on Acoustics, 2009