Marcos Eduardo Valle
Orcid: 0000-0003-4026-5110
According to our database1,
Marcos Eduardo Valle
authored at least 66 papers
between 2005 and 2024.
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Bibliography
2024
CoRR, 2024
2023
Vector-Valued Hopfield Neural Networks and Distributed Synapse Based Convolutional and Linear Time-Variant Associative Memories.
Neural Process. Lett., 2023
Understanding Vector-Valued Neural Networks and Their Relationship with Real and Hypercomplex-Valued Neural Networks.
CoRR, 2023
Shortest Length Total Orders Do Not Minimize Irregularity in Vector-Valued Mathematical Morphology.
CoRR, 2023
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023
2022
J. Math. Imaging Vis., 2022
Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2022
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks.
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
Least-Squares Linear Dilation-Erosion Regressor Trained Using a Convex-Concave Procedure.
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
2021
Least-Squares Linear Dilation-Erosion Regressor Trained using Stochastic Descent Gradient or the Difference of Convex Methods.
CoRR, 2021
Measuring the Irregularity of Vector-Valued Morphological Operators Using Wasserstein Metric.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2021
Quaternion-Valued Convolutional Neural Network Applied for Acute Lymphoblastic Leukemia Diagnosis.
Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021
2020
Theor. Comput. Sci., 2020
Neural Networks, 2020
Appl. Soft Comput., 2020
Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020
Extreme Learning Machines on Cayley-Dickson Algebra Applied for Color Image Auto-Encoding.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories.
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020
2019
Max-C and Min-D Projection Autoassociative Fuzzy Morphological Memories: Theory and Applications for Face Recognition.
CoRR, 2019
Approaches to Multivalued Mathematical Morphology Based on Uncertain Reduced Orderings.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019
Characterization and Statistics of Distance-Based Elementary Morphological Operators.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Max-plus and min-plus projection autoassociative morphological memories and their compositions for pattern classification.
Neural Networks, 2018
Proceedings of the Fuzzy Information Processing, 2018
Proceedings of the Fuzzy Information Processing, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
2017
Mathematical Morphology on the Spherical CIELab Quantale with an Application in Color Image Boundary Detection.
J. Math. Imaging Vis., 2017
A Fast and Robust Max-C Projection Fuzzy Autoassociative Memory with Application for Face Recognition.
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017
Continuous-Valued Quaternionic Hopfield Neural Network for Image Retrieval: A Color Space Study.
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017
2016
Theoretical and computational aspects of quaternionic multivalued Hopfield neural networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2015
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015
Generalized Recurrent Exponential Fuzzy Associative Memories Based on Similarity Measures.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
2014
IEEE Trans. Neural Networks Learn. Syst., 2014
A Robust Subspace Projection Autoassociative Memory Based on the M-Estimation Method.
IEEE Trans. Neural Networks Learn. Syst., 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
An introduction to the max-plus projection autoassociative morphological memory and some of its variations.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014
2013
Quantale-based autoassociative memories with an application to the storage of color images.
Pattern Recognit. Lett., 2013
2012
Sparsely Connected Autoassociative Lattice Memories with an Application for the Reconstruction of Color Images.
J. Math. Imaging Vis., 2012
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012
Spherical CIELab QAMs: Associative Memories Based on the CIELab System and Quantales for the Storage of Color Images.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
Fuzzy Associative Memories Based on Subsethood and Similarity Measures with Applications to Speaker Identification.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
2011
Storage and recall capabilities of fuzzy morphological associative memories with adjunction-based learning.
Neural Networks, 2011
Some experimental results on sparsely connected autoassociative morphological memories for the reconstruction of color images corrupted by either impulsive or Gaussian noise.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
2010
Sparsely connected autoassociative fuzzy implicative memories and their application for the reconstruction of large gray-scale images.
Neurocomputing, 2010
A New Class of Implicative Fuzzy Associative Memories for the Reconstruction of Gray-Scale Images Corrupted by Salt and Pepper Noise.
Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010
2009
A Class of Sparsely Connected Autoassociative Morphological Memories for Large Color Images.
IEEE Trans. Neural Networks, 2009
Sparsely Connected Autoassociative Fuzzy Implicative Memories for the Reconstruction of Large Gray-Scale Images.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
2008
Classification of Fuzzy Mathematical Morphologies Based on Concepts of Inclusion Measure and Duality.
J. Math. Imaging Vis., 2008
Fuzzy Sets Syst., 2008
Proceedings of the FUZZ-IEEE 2008, 2008
2007
Morphological and Certain Fuzzy Morphological Associative Memories for Classification and Prediction.
Proceedings of the Computational Intelligence Based on Lattice Theory, 2007
Associative memories based on fuzzy mathematical morphology and an application in prediction.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 2, 2007
Proceedings of the FUZZ-IEEE 2007, 2007
2006
Recall of Patterns Using Morphological and Certain Fuzzy Morphological Associative Memories with Applications in Classification and Prediction.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006
2005
Proceedings of the 18th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2005), 2005