Helena Aidos

Data Min. Knowl. Discov., 2022

Biclustering fMRI time series: a comparative study.

[BibT_eX]

[DOI]

Eduardo N. Castanho

Sara C. Madeira

BMC Bioinform., 2022

Explaining Artificial Intelligence Predictions of Disease Progression with Semantic Similarity.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Intelligent Disease Progression Prediction: Overview of iDPP@CLEF 2022.

[BibT_eX]

[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022

Overview of iDPP@CLEF 2022: The Intelligent Disease Progression Prediction Challenge.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2020

End-to-End Learning of Video Compression using Spatio-Temporal Autoencoders.

[BibT_eX]

[DOI]

Jorge Pessoa

Pedro Tomás

Mário A. T. Figueiredo

Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

Unravelling Disease Presentation Patterns in ALS Using Biclustering for Discriminative Meta-Features Discovery.

[BibT_eX]

[DOI]

Proceedings of the Bioinformatics and Biomedical Engineering, 2020

Neighborhood-aware autoencoder for missing value imputation.

[BibT_eX]

[DOI]

Pedro Tomás

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Heart Disease Detection Architecture for Lead I Off-the-Person ECG Monitoring Devices.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

2018

On the Exploration of Promising Analog IC Designs via Artificial Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Synthesis, 2018

Protecting the ECG Signal in Cloud-based User Identification System - A Dissimilarity Representation Approach.

[BibT_eX]

[DOI]

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017

Discrimination of Alzheimer's Disease using longitudinal information.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2017

ECG-based Biometrics using a Deep Autoencoder for Feature Learning - An Empirical Study on Transferability.

[BibT_eX]

[DOI]

Afonso Eduardo

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.

[BibT_eX]

[DOI]

Isidora Sasic

Sanja Brdar

Tatjana Loncar-Turukalo

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016

Efficient Evidence Accumulation Clustering for Large Datasets.

[BibT_eX]

[DOI]

Diogo Silva

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

2015

A Novel Data Representation Based on Dissimilarity Increments.

[BibT_eX]

[DOI]

Proceedings of the Similarity-Based Pattern Recognition - Third International Workshop, 2015

Semi-Supervised Consensus Clustering for ECG Pathology Classification.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

2014

Feature Extraction in Pet Images for the Diagnosis of Alzheimer's Disease.

[BibT_eX]

[DOI]

Proceedings of the ICPRAM 2014, 2014

Identifying regions of interest for discriminating Alzheimer's disease from mild cognitive impairment.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A family of hierarchical clustering algorithms based on high-order dissimilarities.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

Learning Similarities by Accumulating Evidence in a Probabilistic Way.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Biomedical Engineering Systems and Technologies, 2014

Finding Coherent Regions in PET Images for the Diagnosis of Alzheimer's Disease.

[BibT_eX]

[DOI]

Proceedings of the BIOIMAGING 2014, 2014

2013

Learning Similarities from Examples Under the Evidence Accumulation Clustering Paradigm.

[BibT_eX]

[DOI]

Mário A. T. Figueiredo

Marcello Pelillo

Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013

Morphological ECG Analysis for Attention Detection.

[BibT_eX]

[DOI]

Carlos Carreiras

André Lourenço

Hugo Plácido da Silva

Proceedings of the IJCCI 2013, 2013

The Area under the ROC Curve as a Criterion for Clustering Evaluation.

[BibT_eX]

Robert P. W. Duin

Proceedings of the ICPRAM 2013, 2013

Evidence Accumulation Approach applied to EEG Analysis.

[BibT_eX]

Proceedings of the ICPRAM 2013, 2013

Dissimilarity Increments Distribution in the Evidence Accumulation Clustering Framework.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Exploratory EEG Analysis using Clustering and Phase-locking Factor.

[BibT_eX]

Proceedings of the BIOSIGNALS 2013, 2013

2012

Statistical modeling of dissimilarity increments for d-dimensional data: Application in partitional clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Classification using High Order Dissimilarities in Non-euclidean Spaces.

[BibT_eX]

Robert P. W. Duin

Proceedings of the ICPRAM 2012, 2012

k-Nearest Neighbor Classification Using Dissimilarity Increments.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011

A Study of Embedding Methods under the Evidence Accumulation Framework.

[BibT_eX]

[DOI]

Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011

Hierarchical Clustering with High Order Dissimilarities.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

On the Distribution of Dissimilarity Increments.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2010

Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2010

An information retrieval perspective on visualization of gene expression data with ontological annotation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Supervised nonlinear dimensionality reduction by Neighbor Retrieval.

[BibT_eX]

[DOI]

Jaakko Peltonen