Work

JCLAL: a Java framework for active learning

Year: 2016

Type: article

Abstract: 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.

Source: Zaguan (University of Zaragoza Repository)

Authors: Óscar Reyes, Eduardo Martínez Pérez, María del Carmen Rodríguez-Hernández, Habib M. Fardoun, Sebastián Ventura

Institutions: University of Holguín, Universidad de Zaragoza, King Abdulaziz University, University of Córdoba

Language: English

Topic: Machine Learning and Algorithms

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: Ministerio de Economía y Competitividad

Award: G1229360425

OpenAlex ID: W2511186734

FWCI: 2.781

Cites: 10

Cited by: 23

Related to: 10