Karliane M. O. Vale

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 7

Top Topics

Unlabeled Instances

Confidence Values

Supervised Learning

Top Venues

Publications

Arthur C. Gorgônio, Anne M. P. Canuto, Arthur Medeiros, Karliane M. O. Vale, Flavius L. Gorgônio
Two Efficient Training Strategies for DyDaSL: A Dynamic Data Stream Learner Framework with Semi-Supervised Learning. ICMLA (2023)
Karliane M. O. Vale, Arthur Costa Gorgônio, Flavius da Luz e Gorgônio, Anne Magály de Paula Canuto
An Efficient Approach to Select Instances in Self-Training and Co-Training Semi-Supervised Methods. IEEE Access 10 (2022)
Arthur C. Gorgônio, Cephas A. S. Barreto, Song Jong Márcio Simioni da Costa, Anne Magály de Paula Canuto, Karliane M. O. Vale, Flavius L. Gorgônio
An Efficient Drift Detection Module for Semi-supervised Data Classification in Non-stationary Environments. BRACIS (1) (2022)
Yago N. Araújo, Karliane M. O. Vale, Flavius L. Gorgônio, Anne Magály de Paula Canuto, Arthur Costa Gorgônio, Cephas A. S. Barreto
A Data Stratification Process for Instances Selection Applied to Co-training Semi-supervised Learning Algorithm. IJCNN (2021)
Karliane M. O. Vale, Flavius L. Gorgônio, Yago N. Araújo, Arthur C. Gorgônio, Anne Magály de Paula Canuto
A Co-Training-based Algorithm Using Confidence Values to Select Instances. IJCNN (2020)
Arthur Costa Gorgônio, Anne Magály de Paula Canuto, Karliane M. O. Vale, Flavius L. Gorgônio
A Semi-supervised Based Framework for Data Stream Classification in Non-Stationary Environments. IJCNN (2020)
Karliane M. O. Vale, Anne Magály de Paula Canuto, Flavius L. Gorgônio, Amarildo J. F. de Lucena, Cainan T. Alves, Arthur C. Gorgônio, Araken M. Santos
A Data Stratification Process for Instances Selection in Semi-Supervised Learning. IJCNN (2019)
Anne M. P. Canuto, Karliane M. O. Vale, Antonino Feitosa Neto, Alberto Signoretti
ReinSel: A class-based mechanism for feature selection in ensemble of classifiers. Appl. Soft Comput. 12 (8) (2012)
Karliane M. O. Vale, Filipe G. Dias, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto
A Class-Based Feature Selection Method for Ensemble Systems. HIS (2008)