LITC

Computational Intelligence Laboratory
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About Us

LITC is a research laboratory located at the Department of Electronics Engineering at Federal University of Minas Gerais, Brazil. The laboratory aims at fundamental research and applications in the broad area of Machine Learning, particularly in learning from data models, such as Artificial Neural Networks, Kernel Machines, and hybrid computational intelligence systems. Topics of current research include multi-objective learning, transductive learning, kernel learning, novelty detection, graph-based models and applications in many fields. LITC was created in 1996 and up to now has hosted dozens of students, posdocs and visiting professors.

New Publications

Aprendizado Ativo via Algoritmo de Evolução Diferencial

MV de Freitas Diadelmo, MV de Paula, TM Rezende, A de Pádua Braga, ...

Anais da Sociedade Brasileira de Automática 2 (1)

A Review of Off-Line Mode Dataset Shifts

CC Takahashi, AP Braga

IEEE Computational Intelligence Magazine 15 (3), 16-27

An Advanced Pruning Method in the Architecture of Extreme Learning Machines Using L1-Regularization and Bootstrapping

PV de Campos Souza, LC Bambirra Torres, GR Lacerda Silva, AP Braga, ...

Electronics 9 (5), 811

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