Alfredo Vellido

Associate Professor, Universitat Politècnica de Catalunya (UPC BarcelonaTech)

Joined

September 2017

Names

Alfredo Vellido

Emails

****@cs.upc.edu (Confirmed)

****@lsi.upc.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

Universitat Politècnica de Catalunya (UPC BarcelonaTech) (upc.edu)

2008 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

unsupervised learning

1997 – Present

information visualization

1997 – Present

manifold learning

1997 – Present

biomedical applications

1997 – Present

Publications

The coming of age of interpretable and explainable machine learning models
Sascha Saralajew, Paulo Lisboa, Alfredo Vellido, Ricardo Fernández-Domenech, Thomas Villmann
- 29 Aug 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Interpreting response to TMZ therapy in murine GL261 glioblastoma by combining Radiomics, Convex-NMF and feature selection in MRI/MRSI data analysis
Luis Miguel Núñez, Margarida Julià-Sapé, Enrique Romero, Carles Arús, Alfredo Vellido, Ana-Paula Candiota
- 2020 (modified: 04 Nov 2022)
- IJCNN 2020
- Readers: Everyone
The importance of interpretability and visualization in machine learning for applications in medicine and health care
Alfredo Vellido
- 2020 (modified: 04 Nov 2022)
- Neural Comput. Appl. 2020
- Readers: Everyone
Societal Issues in Machine Learning: When Learning from Data is Not Enough.
Davide Bacciu, Battista Biggio, Paulo Lisboa, José D. Martín, Luca Oneto, Alfredo Vellido
- 2019 (modified: 08 Apr 2021)
- ESANN2019
- Readers: Everyone
Network Community Cluster-Based Analysis for the Identification of Potential Leukemia Drug Targets
Adrián Bazaga, Alfredo Vellido
- 2019 (modified: 27 Jun 2023)
- WSOM+ 2019
- Readers: Everyone
Big Data Analytics for Obesity Prediction
Ahsan Bilal, Alfredo Vellido, Vicent J. Ribas
- 2018 (modified: 04 Nov 2022)
- CCIA 2018
- Readers: Everyone
Topological Sequence Segments Discriminate Between Class C GPCR Subtypes.
Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo
- 2017 (modified: 09 Nov 2022)
- PACBB2017
- Readers: Everyone
Intelligent data analysis approaches to churn as a business problem: a survey
David L. García, Àngela Nebot, Alfredo Vellido
- 2017 (modified: 04 Nov 2022)
- Knowl. Inf. Syst. 2017
- Readers: Everyone
Discovering Subtype Specific n-Gram Motifs in Class C GPCR N-Termini
Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo
- 2017 (modified: 04 Nov 2022)
- CCIA 2017
- Readers: Everyone
Electricity Rate Planning for the Current Consumer Market Scenario Through Segmentation of Consumption Time Series
Alfredo Vellido, David L. García
- 2017 (modified: 04 Nov 2022)
- EPIA 2017
- Readers: Everyone

View all 88 publications

Co-Authors

View all 79 co-authors