Concepedia

Alfredo Vellido

AV

Statistics

Publications

58

Citations

3.1K

H-Index

28

Active since

1998

Affiliations

Universitat Politècnica de Catalunya(Current)

Liverpool John Moores University

Universitat Autònoma de Barcelona

Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine

Vall d'Hebron Institut de Recerca

Alfredo Vellido is an author at Universitat Politècnica de Catalunya specializing in machine learning, medicine, and computing.

Publications per year

1998–2024

58

Publications

58

The importance of interpretability and visualization in machine learning for applications in medicine and health care

Alfredo Vellido · Neural Computing and Applications · 2019 · 642 citations · Full text

Computing, Health Informatics, Visualization +14

Neural networks in business: a survey of applications (1992–1998)

Alfredo Vellido · Expert Systems with Applications · 1999 · 425 citations

Computing, Business Economics, Business Intelligence +11

Making machine learning models interpretable

Alfredo Vellido, José D. Martín‐Guerrero, Paulo Lisböa · 2012 · 231 citations

Computing, Computer Science, Artificial Intelligence +16

The coming of age of interpretable and explainable machine learning models

Paulo Lisböa, Sascha Saralajew, Alfredo Vellido et al. · Neurocomputing · 2023 · 143 citations · Full text

Computing, Computer Science, Data Science +12

Segmentation of the on-line shopping market using neural networks

Alfredo Vellido, Paulo Lisböa, Karon Meehan · Expert Systems with Applications · 1999 · 127 citations

Business, Marketing, Marketing Management +13

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