Alexei M. C. Machado

According to our database, Alexei M. C. Machado authored at least 40 papers between 1994 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

Effect of sub-indicator weighting schemes on the spatial dependence of multidimensional phenomena.

Matheus Pereira Libório, João Francisco de Abreu, Petr Iakovlevitch Ekel, Alexei Manso Corrêa Machado

J. Geogr. Syst., April, 2023

CoDA-Few: Few Shot Domain Adaptation for Medical Image Semantic Segmentation.

Arthur B. A. Pinto, Jefersson A. dos Santos, Hugo N. Oliveira, Alexei M. C. Machado

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

2021

Automatic measurement of pressure ulcers using Support Vector Machines and GrabCut.

Rodolfo Herman Lara e Silva, Alexei Manso Corrêa Machado

Comput. Methods Programs Biomed., 2021

Opening Deep Neural Networks With Generative Models.

Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

From 3D to 2D: Transferring knowledge for rib segmentation in chest X-rays.

Hugo Neves de Oliveira, Virgínia Fernandes Mota, Alexei Manso Corrêa Machado, Jefersson A. dos Santos

Pattern Recognit. Lett., 2020

2018

Voice Navigation Effects on Real-World Lane Change Driving Analysis Using an Electroencephalogram.

Chin-Teng Lin, Jung-Tai King, Avinash Kumar Singh, Akshansh Gupta, Zhenyuan Ma, Jheng-Wei Lin, Alexei Manso Corrêa Machado, Abhishek M. Appaji, Mukesh Prasad

IEEE Access, 2018

Forecasting Internet Demand Using Public Data: A Case Study in Brazil.

Matheus Pereira Libório, Thiago Melo Machado-Coelho, Patrícia Bernardes, Alexei Manso Corrêa Machado, Petr Yakovlevitch Ekel, Gustavo Luís Soares

IEEE Access, 2018

Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images.

Hugo Neves de Oliveira, Claudio Saliba de Avelar, Alexei Manso Corrêa Machado, Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

An interval space reducing method for constrained problems with particle swarm optimization.

T. M. Machado-Coelho, Alexei Manso Corrêa Machado, Luc Jaulin, Petr Ekel, Witold Pedrycz, Gustavo Luís Soares

Appl. Soft Comput., 2017

Deep contextual description of superpixels for aerial urban scenes classification.

Tiago M. H. C. Santana, Keiller Nogueira, Alexei Manso Corrêa Machado, Jefersson A. dos Santos

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Star: A Contextual Description of Superpixels for Remote Sensing Image Classification.

Tiago M. H. C. Santana, Alexei Manso Corrêa Machado, Arnaldo de Albuquerque Araújo, Jefersson A. dos Santos

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

2015

Dependence aliasing and the control of family-wise error rate in multiple hypothesis testing.

Alexei Manso Corrêa Machado

Stat. Comput., 2015

The 2D factor analysis and its application to face recognition with a single sample per person.

Alexei Manso Corrêa Machado

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

A Multicriteria Method for Cervical Tumor Segmentation in Positron Emission Tomography.

Andre Luis Resende Monteiro, Alexei Manso Corrêa Machado, Marcelo Henrique Mamede Lewer

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2012

Factor Analysis and the Retrieval of Medical Images Depicting Structures with Similar Shapes.

Alexei Manso Corrêa Machado

Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

2011

Towards a better comprehension of the role of image registration in face recognition algorithms.

Breno Santos Araujo, Alexei Manso Corrêa Machado

Proceedings of the IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, 2011

2010

MammoSys: A content-based image retrieval system using breast density patterns.

Júlia Epischina Engrácia de Oliveira, Alexei Manso Corrêa Machado, Guillermo Cámara Chávez, Ana Paula Brandão Lopes, Thomas Martin Deserno, Arnaldo de Albuquerque Araújo

Comput. Methods Programs Biomed., 2010

2009

Linear Models for Visual Data Mining in Medical Images.

Alexei Manso Corrêa Machado

Proceedings of the Foundations of Computational Intelligence - Volume 6: Data Mining, 2009

A step-down method for correcting multiple hypothesis testing in biomedical signal processing.

Alexei M. C. Machado

Proceedings of the 16th International Conference on Digital Signal Processing, 2009

2008

Content-Based Retrieval of Medical Images with Elongated Structures.

Alexei Manso Corrêa Machado, Christiano Augusto Caldas Teixeira

Proceedings of the Biomedical Engineering Systems and Technologies, 2008

Registration and Retrieval of Elongated Structures in Medical Images.

Alexei Manso Corrêa Machado, Christiano Augusto Caldas Teixeira

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007

Multiple Testing Correction in Medical Image Analysis.

Alexei Manso Corrêa Machado

J. Math. Imaging Vis., 2007

2006

Increasing statistical power in medical image analysis.

Alexei Manso Corrêa Machado

Proceedings of the 19th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2006), 2006

A Parallel Implementation of the Finite Volume Method for the Simulation of the Natural Convection in a Closed Cavity.

Elton F. D. Nogueira, Luiz J. C. Rocha, Alexei Manso Corrêa Machado, Carlos A. M. Pietrobon, Carlos Augusto Paiva da Silva Martins, Rose M. S. Batalha, Petr Ekel

Proceedings of the Frontiers of High Performance Computing and Networking, 2006

2005

Determining the Appropriate Feature Set for Fish Classification Tasks.

Marcelo Souza Nery, Alexei Manso Corrêa Machado, Mario Fernando Montenegro Campos, Flávio L. C. Pádua, Rodrigo L. Carceroni, José P. Queiroz-Neto

Proceedings of the 18th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2005), 2005

True Factor Analysis in Medical Imaging: Dealing with High-Dimensional Spaces.

Alexei Manso Corrêa Machado

Proceedings of the 18th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2005), 2005

2004

Visual data mining for modeling prior distributions in morphometry.

Alexei Manso Corrêa Machado, James C. Gee, Mario Fernando Montenegro Campos

IEEE Signal Process. Mag., 2004

Structural shape characterization via exploratory factor analysis.

Alexei Manso Corrêa Machado, James C. Gee, Mario Fernando Montenegro Campos

Artif. Intell. Medicine, 2004

2003

Bayesian model for intensity mapping in magnetic resonance image registration.

Alexei Manso Corrêa Machado, Mario Fernando Montenegro Campos, James C. Gee

J. Electronic Imaging, 2003

An Image Retrieval Method Based on Factor Analysis.

Alexei Manso Corrêa Machado, Celina N. J. Marinho, Mario Fernando Montenegro Campos

Proceedings of the 16th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2003), 2003

2002

Substructural Segmentation Based on Regional Shape Differences.

Alexei Manso Corrêa Machado, James C. Gee, Mario Fernando Montenegro Campos

Proceedings of the 15th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2002), 2002

2001

Factor analysis of high-dimensional heterogeneous data for structural characterization.

Alexei Manso Corrêa Machado, James C. Gee, Mario F. M. Campos

Proceedings of the Medical Imaging 2001: Image Processing, 2001

2000

Probabilistic Intensity Mapping in MRI Image Registration.

Alexei Manso Corrêa Machado, Mario Fernando Montenegro Campos, James C. Gee

Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000

Exploratory and confirmatory factor analysis in morphometry.

Alexei Manso Corrêa Machado, James C. Gee, Mario F. M. Campos

Proceedings of the Medical Imaging 2000: Image Processing, 2000

1999

Likelihood estimation in image warping.

Alexei Manso Corrêa Machado, Mario F. M. Campos, James C. Gee

Proceedings of the Medical Imaging 1999: Image Processing, 1999

Exploratory Factor Analysis in Morphometry.

Alexei Manso Corrêa Machado, James C. Gee, Mario Fernando Montenegro Campos

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

Method for Estimating the Intensity Mapping between MRI Images.

Alexei Manso Corrêa Machado, Mario Fernando Montenegro Campos, James C. Gee

Proceedings of the Information Processing in Medical Imaging, 1999

1998

Density estimation for MR image elastic matching.

Alexei M. C. Machado, James C. Gee, Mario F. M. Campos

Proceedings of the XI Computer Graphics, 1998

Atlas warping for brain morphometry.

Alexei Manso Corrêa Machado, James C. Gee

Proceedings of the Medical Imaging 1998: Image Processing, 1998

1994

Training Neural Networks With Influence Diagrams.

Alexei Manso Corrêa Machado, Mario Fernando Montenegro Campos

Proceedings of the Process in Evolutionary Computation, 1994