Madson Luiz Dantas Dias

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 11

Top Topics

Learning Algorithm

Reference Points

Vapnik Chervonenkis Dimension

Top Venues

Publications

Madson Luiz Dantas Dias, César Lincoln C. Mattos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. Silva
Anomaly Detection in Trajectory Data with Normalizing Flows. CoRR (2020)
Madson Luiz Dantas Dias, Lucas Silva de Sousa, Ajalmar R. da Rocha Neto, César L. C. Mattos, João P. P. Gomes, Tommi Kärkkäinen
Sparse minimal learning machine using a diversity measure minimization. ESANN (2019)
Madson Luiz Dantas Dias, Lucas Silva de Sousa, Ajalmar R. da Rocha Neto, Ananda L. Freire
Fixed-Size Extreme Learning Machines Through Simulated Annealing. Neural Process. Lett. 48 (1) (2018)
Madson Luiz Dantas Dias, Lucas Silva de Sousa, Ajalmar R. da Rocha Neto, Amauri H. Souza Júnior
Opposite neighborhood: a new method to select reference points of minimal learning machines. ESANN (2018)
José A. V. Florêncio, Madson Luiz Dantas Dias, Ajalmar R. da Rocha Neto, Amauri Holanda de Souza Júnior
A Fuzzy C-means-based Approach for Selecting Reference Points in Minimal Learning Machines. NAFIPS (2018)
Madson Luiz Dantas Dias, Ananda L. Freire, Amauri H. Souza Júnior, Ajalmar R. da Rocha Neto, João Paulo Pordeus Gomes
Sparse Minimal Learning Machines Via L_1/2 Norm Regularization. BRACIS (2018)
Átilla N. Maia, Madson Luiz Dantas Dias, João P. P. Gomes, Ajalmar R. da Rocha Neto
Optimally Selected Minimal Learning Machine. IDEAL (1) (2018)
Madson Luiz Dantas Dias, Ajalmar R. da Rocha Neto
Training soft margin support vector machines by simulated annealing: A dual approach. Expert Syst. Appl. 87 (2017)
Shara S. A. Alves, Madson Luiz Dantas Dias, Ajalmar R. da Rocha Neto, Ananda L. Freire
Evolutionary Support Vector Regression via Genetic Algorithms: A Dual Approach. IWANN (1) (2017)
Madson Luiz Dantas Dias, Ajalmar R. da Rocha Neto
Evolutionary support vector machines: A dual approach. CEC (2016)
Madson Luiz Dantas Dias, Ajalmar R. da Rocha Neto
A Novel Simulated Annealing-Based Learning Algorithm for Training Support Vector Machines. ISDA (2016)