JCLAL: A Java framework for active learning

Reyes, O. ; Pérez, E. ; Rodríguez-Hernández, M.D.C. (Universidad de Zaragoza) ; Fardoun, H.M. ; Ventura, S.

Resumen: Active Learning has become an important area of research owing to the increasing number of real-world problems which contain labelled and unlabelled examples at the same time. JCLAL is a Java Class Library for Active Learning which has an architecture that follows strong principles of object-oriented design. It is easy to use, and it allows the developers to adapt, modify and extend the framework according to their needs. The library offers a variety of active learning methods that have been proposed in the literature. The software is available under the GPL license.

Idioma: Inglés

Año: 2016

Publicado en: JOURNAL OF MACHINE LEARNING RESEARCH 17 (2016), 1-5
ISSN: 1532-4435

Originalmente disponible en: Texto completo de la revista

Factor impacto JCR: 5.0 (2016)

Categ. JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE rank: 12 / 133 = 0.09 (2016) - Q1 - T1
Categ. JCR: AUTOMATION & CONTROL SYSTEMS rank: 5 / 60 = 0.083 (2016) - Q1 - T1

Factor impacto SCIMAGO: 1.29 - Artificial Intelligence (Q1) - Statistics and Probability (Q1) - Software (Q1) - Control and Systems Engineering (Q1)

Financiación: info:eu-repo/grantAgreement/ES/MINECO/TIN-2014-55252-P

Tipo y forma: Article (Published version)

Área (Departamento): Área Lenguajes y Sistemas Inf. (Dpto. Informát.Ingenie.Sistms.)