Concepedia

Alex A. Freitas

AA

Statistics

Publications

150

Citations

11.4K

H-Index

52

Active since

1970

Affiliations

University of Kent(Current)

Pontifícia Universidade Católica do Paraná

Universidade de São Paulo

Medway School of Pharmacy

University of Liverpool

Alex A. Freitas is an author at University of Kent specializing in computing, machine learning, and computer science.

Publications per year

1970–2023

150

Publications

150

A survey of hierarchical classification across different application domains

Carlos N. Silla, Alex A. Freitas · Data Mining and Knowledge Discovery · 2010 · 1.1K citations

Computing, Computer Science, Data Mining +13

Data mining with an ant colony optimization algorithm

Rafael Stubs Parpinelli, Heitor Silvério Lopes, Alex A. Freitas · IEEE Transactions on Evolutionary Computation · 2002 · 982 citations

Computing, Computer Science, Algorithms +8

A Survey of Evolutionary Algorithms for Clustering

Eduardo R. Hruschka, Ricardo J. G. B. Campello, Alex A. Freitas et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2009 · 753 citations

Computing, Data Science, Data Mining +13

Comprehensible classification models

Alex A. Freitas · ACM SIGKDD Explorations Newsletter · 2014 · 570 citations

Computing, Data Science, Decision Support Systems +16

The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

Naihui Zhou, Yuxiang Jiang, Timothy Bergquist et al. · Genome biology · 2019 · 482 citations · Full text

Life Sciences, Bioinformatics, Biology +17

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