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ORCIDAlexei M. C. Machado
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2020 – today
- 2025
[j13]Pedro H. T. Gama
, Jackson Faria, Jessica Sena, Francisco Neves, Vinícius R. Riffel, Lucas Perez, André L. Korenchendler, Matheus C. A. Sobreira, Alexei M. C. Machado:
Imputation in well log data: A benchmark for machine learning methods. Comput. Geosci. 196: 105789 (2025)- 2023
- [j12]Matheus Pereira Libório, João Francisco de Abreu, Petr Iakovlevitch Ekel, Alexei Manso Corrêa Machado:
Effect of sub-indicator weighting schemes on the spatial dependence of multidimensional phenomena. J. Geogr. Syst. 25(2): 185-211 (2023) - [c27]Arthur B. A. Pinto, Jefersson A. dos Santos, Hugo N. Oliveira, Alexei M. C. Machado:
CoDA-Few: Few Shot Domain Adaptation for Medical Image Semantic Segmentation. VISIGRAPP (4: VISAPP) 2023: 715-726 - 2021
- [j11]Rodolfo Herman Lara e Silva, Alexei Manso Corrêa Machado:
Automatic measurement of pressure ulcers using Support Vector Machines and GrabCut. Comput. Methods Programs Biomed. 200: 105867 (2021) - [c26]Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos:
Opening Deep Neural Networks With Generative Models. ICIP 2021: 1314-1318 - [i1]Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos:
Opening Deep Neural Networks with Generative Models. CoRR abs/2105.10013 (2021) - 2020
- [j10]Hugo Neves de Oliveira, Virgínia Fernandes Mota, Alexei Manso Corrêa Machado, Jefersson A. dos Santos:
From 3D to 2D: Transferring knowledge for rib segmentation in chest X-rays. Pattern Recognit. Lett. 140: 10-17 (2020)
2010 – 2019
- 2018
- [j9]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:
Voice Navigation Effects on Real-World Lane Change Driving Analysis Using an Electroencephalogram. IEEE Access 6: 26483-26492 (2018) - [j8]Matheus Pereira Libório, Thiago Melo Machado-Coelho, Patrícia Bernardes, Alexei Manso Corrêa Machado, Petr Yakovlevitch Ekel, Gustavo Luís Soares:
Forecasting Internet Demand Using Public Data: A Case Study in Brazil. IEEE Access 6: 65974-65980 (2018) - [c25]Hugo Neves de Oliveira, Claudio Saliba de Avelar, Alexei Manso Corrêa Machado, Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos:
Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images. CIARP 2018: 690-698 - 2017
- [j7]T. M. Machado-Coelho, Alexei Manso Corrêa Machado, Luc Jaulin, Petr Ekel, Witold Pedrycz, Gustavo Luís Soares:
An interval space reducing method for constrained problems with particle swarm optimization. Appl. Soft Comput. 59: 405-417 (2017) - [c24]Tiago M. H. C. Santana, Keiller Nogueira, Alexei Manso Corrêa Machado, Jefersson A. dos Santos:
Deep contextual description of superpixels for aerial urban scenes classification. IGARSS 2017: 3027-3031 - 2016
- [c23]Tiago M. H. C. Santana, Alexei Manso Corrêa Machado, Arnaldo de Albuquerque Araújo, Jefersson A. dos Santos:
Star: A Contextual Description of Superpixels for Remote Sensing Image Classification. CIARP 2016: 300-308 - 2015
- [j6]Alexei Manso Corrêa Machado:
Dependence aliasing and the control of family-wise error rate in multiple hypothesis testing. Stat. Comput. 25(3): 669-681 (2015) - [c22]Alexei Manso Corrêa Machado:
The 2D factor analysis and its application to face recognition with a single sample per person. EUSIPCO 2015: 1148-1152 - 2014
- [c21]Andre Luis Resende Monteiro, Alexei Manso Corrêa Machado, Marcelo Henrique Mamede Lewer:
A Multicriteria Method for Cervical Tumor Segmentation in Positron Emission Tomography. CBMS 2014: 205-208 - 2012
- [c20]Alexei Manso Corrêa Machado:
Factor Analysis and the Retrieval of Medical Images Depicting Structures with Similar Shapes. KDIR 2012: 175-180 - 2011
- [c19]Breno Santos Araujo, Alexei Manso Corrêa Machado:
Towards a better comprehension of the role of image registration in face recognition algorithms. BioMS 2011: 1-6 - 2010
- [j5]Júlia Epischina Engrácia de Oliveira, Alexei Manso Corrêa Machado, Guillermo Cámara Chávez, Ana Paula Brandão Lopes, Thomas Martin Deserno, Arnaldo de Albuquerque Araújo:
MammoSys: A content-based image retrieval system using breast density patterns. Comput. Methods Programs Biomed. 99(3): 289-297 (2010)
2000 – 2009
- 2009
- [c18]Alexei M. C. Machado:
A step-down method for correcting multiple hypothesis testing in biomedical signal processing. DPS 2009: 1-6 - [p1]Alexei Manso Corrêa Machado:
Linear Models for Visual Data Mining in Medical Images. Foundations of Computational Intelligence (6) 2009: 321-344 - 2008
- [c17]Alexei Manso Corrêa Machado, Christiano Augusto Caldas Teixeira:
Registration and Retrieval of Elongated Structures in Medical Images. BIOSIGNALS (1) 2008: 146-153 - [c16]Alexei Manso Corrêa Machado, Christiano Augusto Caldas Teixeira:
Content-Based Retrieval of Medical Images with Elongated Structures. BIOSTEC (Selected Papers) 2008: 189-201 - 2007
- [j4]Alexei Manso Corrêa Machado:
Multiple Testing Correction in Medical Image Analysis. J. Math. Imaging Vis. 29(2-3): 107-117 (2007) - 2006
- [c15]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:
A Parallel Implementation of the Finite Volume Method for the Simulation of the Natural Convection in a Closed Cavity. ISPA Workshops 2006: 748-757 - [c14]Alexei Manso Corrêa Machado:
Increasing statistical power in medical image analysis. SIBGRAPI 2006: 105-112 - 2005
- [c13]Alexei Manso Corrêa Machado:
True Factor Analysis in Medical Imaging: Dealing with High-Dimensional Spaces. SIBGRAPI 2005: 29-36 - [c12]Marcelo Souza Nery, Alexei Manso Corrêa Machado, Mario Fernando Montenegro Campos, Flávio L. C. Pádua, Rodrigo L. Carceroni, José P. Queiroz-Neto:
Determining the Appropriate Feature Set for Fish Classification Tasks. SIBGRAPI 2005: 173-180 - 2004
- [j3]Alexei Manso Corrêa Machado, James C. Gee, Mario Fernando Montenegro Campos:
Structural shape characterization via exploratory factor analysis. Artif. Intell. Medicine 30(2): 97-118 (2004) - [j2]Alexei Manso Corrêa Machado, James C. Gee, Mario Fernando Montenegro Campos:
Visual data mining for modeling prior distributions in morphometry. IEEE Signal Process. Mag. 21(3): 20-27 (2004) - 2003
- [j1]Alexei Manso Corrêa Machado, Mario Fernando Montenegro Campos, James C. Gee:
Bayesian model for intensity mapping in magnetic resonance image registration. J. Electronic Imaging 12(1): 31-39 (2003) - [c11]Alexei Manso Corrêa Machado, Celina N. J. Marinho, Mario Fernando Montenegro Campos:
An Image Retrieval Method Based on Factor Analysis. SIBGRAPI 2003: 191-198 - 2002
- [c10]Alexei Manso Corrêa Machado, James C. Gee, Mario Fernando Montenegro Campos:
Substructural Segmentation Based on Regional Shape Differences. SIBGRAPI 2002: 3-10 - 2001
- [c9]Alexei Manso Corrêa Machado, James C. Gee, Mario F. M. Campos:
Factor analysis of high-dimensional heterogeneous data for structural characterization. Image Processing 2001 - 2000
- [c8]Alexei Manso Corrêa Machado, James C. Gee, Mario F. M. Campos:
Exploratory and confirmatory factor analysis in morphometry. Image Processing 2000 - [c7]Alexei Manso Corrêa Machado, Mario Fernando Montenegro Campos, James C. Gee:
Probabilistic Intensity Mapping in MRI Image Registration. SIBGRAPI 2000: 74-81
1990 – 1999
- 1999
- [c6]Alexei Manso Corrêa Machado, Mario Fernando Montenegro Campos, James C. Gee:
Method for Estimating the Intensity Mapping between MRI Images. IPMI 1999: 496-501 - [c5]Alexei Manso Corrêa Machado, James C. Gee, Mario Fernando Montenegro Campos:
Exploratory Factor Analysis in Morphometry. MICCAI 1999: 378-385 - [c4]Alexei Manso Corrêa Machado, Mario F. M. Campos, James C. Gee:
Likelihood estimation in image warping. Image Processing 1999 - 1998
- [c3]Alexei Manso Corrêa Machado, James C. Gee:
Atlas warping for brain morphometry. Image Processing 1998 - [c2]Alexei M. C. Machado, James C. Gee, Mario F. M. Campos:
Density estimation for MR image elastic matching. SIBGRAPI 1998: 320-325 - 1994
- [c1]Alexei Manso Corrêa Machado, Mario Fernando Montenegro Campos:
Training Neural Networks With Influence Diagrams. Evo Workshops 1994: 245-256
Coauthor Index
aka: Mario F. M. Campos
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