Artigos científicos 2024Edge AI for Internet of Medical Things: A literature reviewAtslands Rego Da Rocha, Marilia Santos Monteiro, Cesar Lincoln Cavalcante Mattos, Madson L. D. Dias, Jorge Barbosa Soares, Régis Pires Magalhães, José Antônio Fernandes de MacêdoPeriódicoComputers & Electrical Engineering99DOI2020Anomaly Detection in Trajectory Data with Normalizing FlowsMadson L. D. Dias, Cesar Lincoln Cavalcante Mattos, Ticiana L. C. da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. SilvaConferênciaInternational Joint Conference on Neural Networks (IJCNN)38DOIPDF2020Parsimonious Minimal Learning Machine via Multiresponse Sparse RegressionMadson L. D. Dias, Átilla N. Maia, Ajalmar R. Rocha Neto, João P. P. GomesPeriódicoInternational Journal of Neural Systems3DOI2019Sparse minimal learning machine using a diversity measure minimizationMadson L. D. Dias, Lucas Silva de Sousa, Ajalmar R. Rocha Neto, Cesar Lincoln Cavalcante Mattos, João P. P. Gomes, Tommi KärkkäinenConferênciaThe European Symposium on Artificial Neural NetworksPDF2018Sparse Minimal Learning Machines Via L_1/2 Norm RegularizationMadson L. D. Dias, Ananda L. Freire, Amauri Holanda de Souza Junior, Ajalmar R. Rocha Neto, João P. P. GomesConferênciaBrazilian Conference on Intelligent Systems1DOI2018A Fuzzy C-means-based Approach for Selecting Reference Points in Minimal Learning MachinesJosé A. V. Florêncio, Madson L. D. Dias, Ajalmar R. Rocha Neto, Amauri Holanda de Souza JúniorConferênciaCommunications in computer and information science7DOI2018Optimally Selected Minimal Learning MachineÁtilla N. Maia, Madson L. D. Dias, João P. P. Gomes, Ajalmar R. Rocha NetoConferênciaLecture notes in computer science4DOI2018Opposite neighborhood: a new method to select reference points of minimal learning machinesMadson L. D. Dias, Lucas Silva de Sousa, Ajalmar R. Rocha Neto, Amauri H. Souza JúniorConferênciaThe European Symposium on Artificial Neural Networks2Google Scholar2018Um novo método baseado em protótipos para seleção de pontos de referência em máquinas de aprendizado mínimoJosé A. V. Florêncio, Madson L. D. Dias, Aljamar R. Rocha NetoConferênciaBRICS Congress on Computational Intelligence and Brazilian Congress on Computational Intelligence (BRICS-CCI & CBIC)DOI2017Fixed-Size Extreme Learning Machines Through Simulated AnnealingMadson L. D. Dias, Lucas Silva de Sousa, Ajalmar R. Rocha Neto, Ananda L. FreirePeriódicoNeural Processing Letters2DOI2017Training soft margin support vector machines by simulated annealing: A dual approachMadson L. D. Dias, Ajalmar R. Rocha NetoPeriódicoExpert Systems with Applications25DOI2017A Novel Simulated Annealing-Based Learning Algorithm for Training Support Vector MachinesMadson L. D. Dias, Ajalmar R. Rocha NetoConferênciaAdvances in intelligent systems and computing2DOI2017Evolutionary Support Vector Regression via Genetic Algorithms: A Dual ApproachShara S. A. Alves, Madson L. D. Dias, Ajalmar R. Rocha Neto, Ananda L. FreireConferênciaLecture notes in computer science1DOI2016Evolutionary support vector machines: A dual approachMadson L. D. Dias, Ajalmar R. Rocha NetoConferênciaIEEE Congress on Evolutionary Computation (CEC)9DOI
2024Edge AI for Internet of Medical Things: A literature reviewAtslands Rego Da Rocha, Marilia Santos Monteiro, Cesar Lincoln Cavalcante Mattos, Madson L. D. Dias, Jorge Barbosa Soares, Régis Pires Magalhães, José Antônio Fernandes de MacêdoPeriódicoComputers & Electrical Engineering99DOI
2020Anomaly Detection in Trajectory Data with Normalizing FlowsMadson L. D. Dias, Cesar Lincoln Cavalcante Mattos, Ticiana L. C. da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. SilvaConferênciaInternational Joint Conference on Neural Networks (IJCNN)38DOIPDF
2020Parsimonious Minimal Learning Machine via Multiresponse Sparse RegressionMadson L. D. Dias, Átilla N. Maia, Ajalmar R. Rocha Neto, João P. P. GomesPeriódicoInternational Journal of Neural Systems3DOI
2019Sparse minimal learning machine using a diversity measure minimizationMadson L. D. Dias, Lucas Silva de Sousa, Ajalmar R. Rocha Neto, Cesar Lincoln Cavalcante Mattos, João P. P. Gomes, Tommi KärkkäinenConferênciaThe European Symposium on Artificial Neural NetworksPDF
2018Sparse Minimal Learning Machines Via L_1/2 Norm RegularizationMadson L. D. Dias, Ananda L. Freire, Amauri Holanda de Souza Junior, Ajalmar R. Rocha Neto, João P. P. GomesConferênciaBrazilian Conference on Intelligent Systems1DOI
2018A Fuzzy C-means-based Approach for Selecting Reference Points in Minimal Learning MachinesJosé A. V. Florêncio, Madson L. D. Dias, Ajalmar R. Rocha Neto, Amauri Holanda de Souza JúniorConferênciaCommunications in computer and information science7DOI
2018Optimally Selected Minimal Learning MachineÁtilla N. Maia, Madson L. D. Dias, João P. P. Gomes, Ajalmar R. Rocha NetoConferênciaLecture notes in computer science4DOI
2018Opposite neighborhood: a new method to select reference points of minimal learning machinesMadson L. D. Dias, Lucas Silva de Sousa, Ajalmar R. Rocha Neto, Amauri H. Souza JúniorConferênciaThe European Symposium on Artificial Neural Networks2Google Scholar
2018Um novo método baseado em protótipos para seleção de pontos de referência em máquinas de aprendizado mínimoJosé A. V. Florêncio, Madson L. D. Dias, Aljamar R. Rocha NetoConferênciaBRICS Congress on Computational Intelligence and Brazilian Congress on Computational Intelligence (BRICS-CCI & CBIC)DOI
2017Fixed-Size Extreme Learning Machines Through Simulated AnnealingMadson L. D. Dias, Lucas Silva de Sousa, Ajalmar R. Rocha Neto, Ananda L. FreirePeriódicoNeural Processing Letters2DOI
2017Training soft margin support vector machines by simulated annealing: A dual approachMadson L. D. Dias, Ajalmar R. Rocha NetoPeriódicoExpert Systems with Applications25DOI
2017A Novel Simulated Annealing-Based Learning Algorithm for Training Support Vector MachinesMadson L. D. Dias, Ajalmar R. Rocha NetoConferênciaAdvances in intelligent systems and computing2DOI
2017Evolutionary Support Vector Regression via Genetic Algorithms: A Dual ApproachShara S. A. Alves, Madson L. D. Dias, Ajalmar R. Rocha Neto, Ananda L. FreireConferênciaLecture notes in computer science1DOI
2016Evolutionary support vector machines: A dual approachMadson L. D. Dias, Ajalmar R. Rocha NetoConferênciaIEEE Congress on Evolutionary Computation (CEC)9DOI