Marcos Eduardo Valle

89 papers B 13C 3Journal 48Unranked 24
YearRankTypeTitle / Venue / Authors
2025 — conf
Approximating Condorcet Ordering for Vector-Valued Mathematical Morphology.
DGMM
Marcos Eduardo Valle, Santiago Velasco-Forero, João Batista Florindo, Gustavo Jesus Angulo
2025 J jnl
Approximating Condorcet Ordering for Vector-valued Mathematical Morphology.
CoRR
Marcos Eduardo Valle, Santiago Velasco-Forero, João Batista Florindo, Gustavo Jesus Angulo
2025 J jnl
Dynamics of Structured Complex-Valued Hopfield Neural Networks.
CoRR
Rama Murthy Garimella, Marcos Eduardo Valle, Guilherme Vieira, Anil Rayala, Sai Dileep Munugoti
2025 — conf
Morphological Perceptron with Competitive Layer: Training Using Convex-Concave Procedure.
DGMM
Iara Cunha, Marcos Eduardo Valle
2025 J jnl
Morphological Perceptron with Competitive Layer: Training Using Convex-Concave Procedure.
CoRR
Iara Cunha, Marcos Eduardo Valle
2025 J jnl
Novel Complex-Valued Hopfield Neural Networks with Phase and Magnitude Quantization.
CoRR
Garimella Ramamurthy, Marcos Eduardo Valle, Tata Jagannadha Swamy
2025 B conf
V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models.
IJCNN
Guilherme Vieira Neto, Marcos Eduardo Valle
2025 J jnl
V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models.
CoRR
Guilherme Vieira Neto, Marcos Eduardo Valle
2024 J jnl
Training Single-Layer Morphological Perceptron Using Convex-Concave Programming.
CoRR
Iara Cunha, Marcos Eduardo Valle
2024 J jnl
Understanding Vector-Valued Neural Networks and Their Relationship With Real and Hypercomplex-Valued Neural Networks: Incorporating intercorrelation between features into neural networks [Hypercomplex Signal and Image Processing].
IEEE Signal Process. Mag.
Marcos Eduardo Valle
2024 J jnl
Universal Approximation Theorem for Vector- and Hypercomplex-Valued Neural Networks.
CoRR
Marcos Eduardo Valle, Wington L. Vital, Guilherme Vieira
2024 J jnl
Universal approximation theorem for vector- and hypercomplex-valued neural networks.
Neural Networks
Marcos Eduardo Valle, Wington L. Vital, Guilherme Vieira
2023 — conf
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling.
MLSP
Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello
2023 J jnl
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling.
CoRR
Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello
2023 J jnl
Shortest Length Total Orders Do Not Minimize Irregularity in Vector-Valued Mathematical Morphology.
CoRR
Samuel Francisco, Marcos Eduardo Valle
2023 — conf
Training Single-Layer Morphological Perceptron Using Convex-Concave Programming.
LA-CCI
Iara Cunha, Marcos Eduardo Valle
2023 J jnl
Understanding Vector-Valued Neural Networks and Their Relationship with Real and Hypercomplex-Valued Neural Networks.
CoRR
Marcos Eduardo Valle
2023 J jnl
Vector-Valued Hopfield Neural Networks and Distributed Synapse Based Convolutional and Linear Time-Variant Associative Memories.
Neural Process. Lett.
Rama Murthy Garimella, Marcos Eduardo Valle, Guilherme Vieira, Anil Rayala, Sai Dileep Munugoti
2022 B conf
Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks.
IJCNN
Guilherme Vieira, Marcos Eduardo Valle
2022 J jnl
Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks.
CoRR
Guilherme Vieira, Marcos Eduardo Valle
2022 — conf
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks.
BRACIS (2)
Wington L. Vital, Guilherme Vieira, Marcos Eduardo Valle
2022 J jnl
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks.
CoRR
Wington L. Vital, Guilherme Vieira, Marcos Eduardo Valle
2022 J jnl
Irregularity Index for Vector-Valued Morphological Operators.
J. Math. Imaging Vis.
Marcos Eduardo Valle, Samuel Francisco, Marco Aurélio Granero, Santiago Velasco-Forero
2022 — conf
Least-Squares Linear Dilation-Erosion Regressor Trained Using a Convex-Concave Procedure.
BRACIS (2)
Angelica Lourenço Oliveira, Marcos Eduardo Valle
2021 J jnl
A General Framework for Hypercomplex-valued Extreme Learning Machines.
CoRR
Guilherme Vieira, Marcos Eduardo Valle
2021 J jnl
Hypercomplex-valued recurrent correlation neural networks.
Neurocomputing
Marcos Eduardo Valle, Rodolfo Anibal Lobo
2021 J jnl
Least-Squares Linear Dilation-Erosion Regressor Trained using Stochastic Descent Gradient or the Difference of Convex Methods.
CoRR
Angelica Lourenço Oliveira, Marcos Eduardo Valle
2021 — conf
Measuring the Irregularity of Vector-Valued Morphological Operators Using Wasserstein Metric.
DGMM
Marcos Eduardo Valle, Samuel Francisco, Marco Aurélio Granero, Santiago Velasco-Forero
2021 J jnl
On the Dynamics of Hopfield Neural Networks on Unit Quaternions.
CoRR
Marcos Eduardo Valle, Fidelis Zanetti de Castro
2021 — conf
Quaternion-Valued Convolutional Neural Network Applied for Acute Lymphoblastic Leukemia Diagnosis.
BRACIS (2)
Marco Aurélio Granero, Cristhian Xavier Hernández, Marcos Eduardo Valle
2021 J jnl
Quaternion-Valued Convolutional Neural Network Applied for Acute Lymphoblastic Leukemia Diagnosis.
CoRR
Marco Aurélio Granero, Cristhian Xavier Hernández, Marcos Eduardo Valle
2020 J jnl
A broad class of discrete-time hypercomplex-valued Hopfield neural networks.
Neural Networks
Fidelis Zanetti de Castro, Marcos Eduardo Valle
2020 J jnl
A wildfire warning system applied to the state of Acre in the Brazilian Amazon.
Appl. Soft Comput.
I. D. B. Silva, Marcos Eduardo Valle, Laécio C. Barros, João Frederico C. A. Meyer
2020 — conf
Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories.
BRACIS (2)
Rodolfo Anibal Lobo, Marcos Eduardo Valle
2020 J jnl
Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories.
CoRR
Rodolfo Anibal Lobo, Marcos Eduardo Valle
2020 B conf
Extreme Learning Machines on Cayley-Dickson Algebra Applied for Color Image Auto-Encoding.
IJCNN
Guilherme Vieira, Marcos Eduardo Valle
2020 J jnl
Hypercomplex-Valued Recurrent Correlation Neural Networks.
CoRR
Marcos Eduardo Valle, Rodolfo Anibal Lobo
2020 — conf
Linear Dilation-Erosion Perceptron Trained Using a Convex-Concave Procedure.
SoCPaR
Angelica Lourenço Oliveira, Marcos Eduardo Valle
2020 J jnl
Linear Dilation-Erosion Perceptron Trained Using a Convex-Concave Procedure.
CoRR
Angelica Lourenço Oliveira, Marcos Eduardo Valle
2020 J jnl
Linear Dilation-Erosion Perceptron for Binary Classification.
CoRR
Angelica Lourenço Oliveira, Marcos Eduardo Valle
2020 J jnl
Quaternion-Valued Recurrent Projection Neural Networks on Unit Quaternions.
CoRR
Marcos Eduardo Valle, Rodolfo Anibal Lobo
2020 J jnl
Quaternion-valued recurrent projection neural networks on unit quaternions.
Theor. Comput. Sci.
Marcos Eduardo Valle, Rodolfo Anibal Lobo
2020 J jnl
Reduced Dilation-Erosion Perceptron for Binary Classification.
CoRR
Marcos Eduardo Valle
2019 J jnl
A Broad Class of Discrete-Time Hypercomplex-Valued Hopfield Neural Networks.
CoRR
Fidelis Zanetti de Castro, Marcos Eduardo Valle
2019 — conf
An Introduction to Quaternion-Valued Recurrent Projection Neural Networks.
BRACIS
Marcos Eduardo Valle, Rodolfo Anibal Lobo
2019 J jnl
An Introduction to Quaternion-Valued Recurrent Projection Neural Networks.
CoRR
Marcos Eduardo Valle, Rodolfo Anibal Lobo
2019 C conf
Approaches to Multivalued Mathematical Morphology Based on Uncertain Reduced Orderings.
ISMM
Mateus Sangalli, Marcos Eduardo Valle
2019 C conf
Characterization and Statistics of Distance-Based Elementary Morphological Operators.
ISMM
Arlyson Alves do Nascimento, Marcos Eduardo Valle
2019 J jnl
Max-C and Min-D Projection Autoassociative Fuzzy Morphological Memories: Theory and Applications for Face Recognition.
CoRR
Alex Santana dos Santos, Marcos Eduardo Valle
2018 — conf
Color Mathematical Morphology Using a Fuzzy Color-Based Supervised Ordering.
NAFIPS
Mateus Sangalli, Marcos Eduardo Valle
2018 — conf
Fuzzy Kernel Associative Memories with Application in Classification.
NAFIPS
Aline Cristina de Souza, Marcos Eduardo Valle
2018 J jnl
Max-plus and min-plus projection autoassociative morphological memories and their compositions for pattern classification.
Neural Networks
Alex Santana dos Santos, Marcos Eduardo Valle
2018 J jnl
On the Dynamics of Hopfield Neural Networks on Unit Quaternions.
IEEE Trans. Neural Networks Learn. Syst.
Marcos Eduardo Valle, Fidelis Zanetti de Castro
2018 B conf
Quaternionic Recurrent Correlation Neural Networks.
IJCNN
Marcos Eduardo Valle
2017 — conf
A Fast and Robust Max-C Projection Fuzzy Autoassociative Memory with Application for Face Recognition.
BRACIS
Alex Santana dos Santos, Marcos Eduardo Valle
2017 — conf
Continuous-Valued Quaternionic Hopfield Neural Network for Image Retrieval: A Color Space Study.
BRACIS
Fidelis Zanetti de Castro, Marcos Eduardo Valle
2017 J jnl
Mathematical Morphology on the Spherical CIELab Quantale with an Application in Color Image Boundary Detection.
J. Math. Imaging Vis.
Marcos Eduardo Valle, Raul Ambrozio Valente
2016 B conf
Theoretical and computational aspects of quaternionic multivalued Hopfield neural networks.
IJCNN
Marcos Eduardo Valle, Fidelis Zanetti de Castro
2015 C conf
Elementary Morphological Operations on the Spherical CIELab Quantale.
ISMM
Marcos Eduardo Valle, Raul Ambrozio Valente
2015 — conf
Generalized Recurrent Exponential Fuzzy Associative Memories Based on Similarity Measures.
IFSA-EUSFLAT
Aline Cristina de Souza, Marcos Eduardo Valle, Peter Sussner
2014 — conf
A Novel Continuous-Valued Quaternionic Hopfield Neural Network.
BRACIS
Marcos Eduardo Valle
2014 J jnl
A Robust Subspace Projection Autoassociative Memory Based on the M-Estimation Method.
IEEE Trans. Neural Networks Learn. Syst.
Marcos Eduardo Valle
2014 B conf
An introduction to complex-valued recurrent correlation neural networks.
IJCNN
Marcos Eduardo Valle
2014 B conf
An introduction to the max-plus projection autoassociative morphological memory and some of its variations.
FUZZ-IEEE
Marcos Eduardo Valle
2014 J jnl
Complex-Valued Recurrent Correlation Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Marcos Eduardo Valle
2013 J jnl
Quantale-based autoassociative memories with an application to the storage of color images.
Pattern Recognit. Lett.
Marcos Eduardo Valle, Peter Sussner
2012 B conf
A Semilattice Approach towards Sparsely Connected Associative Memories.
KES
Peter Sussner, Marcos Eduardo Valle
2012 — conf
Fuzzy Associative Memories Based on Subsethood and Similarity Measures with Applications to Speaker Identification.
HAIS (2)
Estevão Laureano Esmi, Peter Sussner, Marcos Eduardo Valle, Fábio Sakuray, Laécio C. Barros
2012 J jnl
Sparsely Connected Autoassociative Lattice Memories with an Application for the Reconstruction of Color Images.
J. Math. Imaging Vis.
Marcos Eduardo Valle, Daniela Maria Grande Vicente
2012 — conf
Spherical CIELab QAMs: Associative Memories Based on the CIELab System and Quantales for the Storage of Color Images.
HAIS (2)
Marcos Eduardo Valle, Peter Sussner, Estevão Laureano Esmi
2011 B conf
Some experimental results on sparsely connected autoassociative morphological memories for the reconstruction of color images corrupted by either impulsive or Gaussian noise.
IJCNN
Marcos Eduardo Valle, Daniela Maria Grande Vicente
2011 J jnl
Storage and recall capabilities of fuzzy morphological associative memories with adjunction-based learning.
Neural Networks
Marcos Eduardo Valle, Peter Sussner
2010 — conf
A New Class of Implicative Fuzzy Associative Memories for the Reconstruction of Gray-Scale Images Corrupted by Salt and Pepper Noise.
SBRN
Marcos Eduardo Valle
2010 J jnl
Permutation-based finite implicative fuzzy associative memories.
Inf. Sci.
Marcos Eduardo Valle
2010 J jnl
Sparsely connected autoassociative fuzzy implicative memories and their application for the reconstruction of large gray-scale images.
Neurocomputing
Marcos Eduardo Valle
2009 J jnl
A Class of Sparsely Connected Autoassociative Morphological Memories for Large Color Images.
IEEE Trans. Neural Networks
Marcos Eduardo Valle
2009 — conf
An Introduction to Parameterized IFAM Models with Applications in Prediction.
IFSA/EUSFLAT Conf.
Peter Sussner, Rodolfo Miyasaki, Marcos Eduardo Valle
2009 — conf
Sparsely Connected Autoassociative Fuzzy Implicative Memories for the Reconstruction of Large Gray-Scale Images.
IFSA/EUSFLAT Conf.
Marcos Eduardo Valle
2008 J jnl
A general framework for fuzzy morphological associative memories.
Fuzzy Sets Syst.
Marcos Eduardo Valle, Peter Sussner
2008 J jnl
Classification of Fuzzy Mathematical Morphologies Based on Concepts of Inclusion Measure and Duality.
J. Math. Imaging Vis.
Peter Sussner, Marcos Eduardo Valle
2008 B conf
Fuzzy morphological associative memories based on uninorms.
FUZZ-IEEE
Marcos Eduardo Valle, Peter Sussner
2007 — conf
Associative memories based on fuzzy mathematical morphology and an application in prediction.
ISMM (2)
Marcos Eduardo Valle, Peter Sussner
2007 B conf
Fuzzy Associative Memories from the Perspective of Mathematical Morphology.
FUZZ-IEEE
Marcos Eduardo Valle, Peter Sussner
2007 — ch.
Morphological and Certain Fuzzy Morphological Associative Memories for Classification and Prediction.
Computational Intelligence Based on Lattice Theory
Peter Sussner, Marcos Eduardo Valle
2006 J jnl
Gray-scale morphological associative memories.
IEEE Trans. Neural Networks
Peter Sussner, Marcos Eduardo Valle
2006 J jnl
Implicative Fuzzy Associative Memories.
IEEE Trans. Fuzzy Syst.
Peter Sussner, Marcos Eduardo Valle
2006 B conf
Recall of Patterns Using Morphological and Certain Fuzzy Morphological Associative Memories with Applications in Classification and Prediction.
FUZZ-IEEE
Peter Sussner, Marcos Eduardo Valle
2005 — conf
A Brief Account of the Relations between Gray-Scale Mathematical Morphologies.
SIBGRAPI
Peter Sussner, Marcos Eduardo Valle
2004 B conf
Introduction to implicative fuzzy associative memories.
IJCNN
Marcos Eduardo Valle, Peter Sussner, Fernando A. C. Gomide