Junior Barrera

102 papers B 2C 11Journal 53Unranked 36

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Unrestricted Sequential Discrete Morphological Neural Networks. J. Math. Imaging Vis. Diego Marcondes, Mariana Feldman, Junior Barrera
2024	—	`conf`	An Algorithm to Train Unrestricted Sequential Discrete Morphological Neural Networks. DGMM Diego Marcondes, Mariana Feldman, Junior Barrera
2024	J	`jnl`	Back to basics to open the black box. Nat. Mac. Intell. Diego Marcondes, Adilson Simonis, Junior Barrera
2024	J	`jnl`	Discrete Morphological Neural Networks. SIAM J. Imaging Sci. Diego Marcondes, Junior Barrera
2024	—	`conf`	The Lattice Overparametrization Paradigm for the Machine Learning of Lattice Operators. DGMM Diego Marcondes, Junior Barrera
2023	J	`jnl`	An Algorithm to Train Unrestricted Sequential Discrete Morphological Neural Networks. CoRR Diego Marcondes, Mariana Feldman, Junior Barrera
2023	J	`jnl`	Discrete Morphological Neural Networks. CoRR Diego Marcondes, Junior Barrera
2023	J	`jnl`	The Lattice Overparametrization Paradigm for the Machine Learning of Lattice Operators. CoRR Diego Marcondes, Junior Barrera
2022	J	`jnl`	The role of prior information and computational power in Machine Learning. CoRR Diego Marcondes, Adilson Simonis, Junior Barrera
2021	J	`jnl`	Learning the hypotheses space from data through a U-curve algorithm: a statistically consistent complexity regularizer for Model Selection. CoRR Diego Marcondes, Adilson Simonis, Junior Barrera
2020	J	`jnl`	An Efficient, Parallelized Algorithm for Optimal Conditional Entropy-Based Feature Selection. Entropy Gustavo Estrela, Marco Dimas Gubitoso, Carlos Eduardo Ferreira, Junior Barrera, Marcelo da Silva Reis
2019	J	`jnl`	Optimal Boolean lattice-based algorithms for the U-curve optimization problem. Inf. Sci. Marcelo da Silva Reis, Gustavo Estrela, Carlos Eduardo Ferreira, Junior Barrera
2018	J	`jnl`	A fast Branch-and-Bound algorithm for U-curve feature selection. Pattern Recognit. Esmaeil Atashpaz-Gargari, Marcelo da Silva Reis, Ulisses M. Braga-Neto, Junior Barrera, Edward R. Dougherty
2018	J	`jnl`	Feature Selection based on the Local Lift Dependence Scale. Entropy Diego Marcondes, Adilson Simonis, Junior Barrera
2017	J	`jnl`	Feature Selection based on the Local Lift Dependence Scale. CoRR Diego Marcondes, Adilson Simonis, Junior Barrera
2017	J	`jnl`	featsel: A framework for benchmarking of feature selection algorithms and cost functions. SoftwareX Marcelo da Silva Reis, Gustavo Estrela, Carlos Eduardo Ferreira, Junior Barrera
2015	J	`jnl`	Linear grouping of predictor instances to infer gene networks. Netw. Model. Anal. Health Informatics Bioinform. Carlos Fernando Montoya-Cubas, David Correa Martins Jr., Carlos Silva Santos, Junior Barrera
2014	J	`jnl`	A feature selection technique for inference of graphs from their known topological properties: Revealing scale-free gene regulatory networks. Inf. Sci. Fabrício Martins Lopes, David Correa Martins Jr., Junior Barrera, Roberto Marcondes Cesar Jr.
2014	C	`conf`	Gene Networks Inference through Linear Grouping of Variables. BIBE Carlos Fernando Montoya-Cubas, David Correa Martins Jr., Carlos Silva Santos, Junior Barrera
2014	J	`jnl`	The U-curve optimization problem: improvements on the original algorithm and time complexity analysis. CoRR Marcelo da Silva Reis, Carlos Eduardo Ferreira, Junior Barrera
2013	J	`jnl`	A pattern-oriented specification of gene network inference processes. Comput. Biol. Medicine Nestor Walter Trepode, Cléver Ricardo Guareis de Farias, Junior Barrera
2013	C	`conf`	Analytical Solutions for the Minkowski Addition Equation. ISMM Joel Edu Sánchez Castro, Ronaldo Fumio Hashimoto, Junior Barrera
2013	C	`conf`	Solving Problems in Mathematical Morphology through Reductions to the U-Curve Problem. ISMM Marcelo da Silva Reis, Junior Barrera
2012	J	`jnl`	Introduction to the Issue on Filtering and Segmentation With Mathematical Morphology. IEEE J. Sel. Top. Signal Process. Laurent Najman, Junior Barrera, B. S. Daya Sagar, Petros Maragos, Dan Schonfeld
2012	B	`conf`	Method to support diagnosis of cervical intraepithelial neoplasia (CIN) based on structural analysis of histological images. CBMS Gisele Helena Barboni Miranda, Edson Garcia Soares, Junior Barrera, Joaquim Cezar Felipe
2012	—	`conf`	Structural Analysis of Histological Images to Aid Diagnosis of Cervical Cancer. SIBGRAPI Gisele Helena Barboni Miranda, Junior Barrera, Edson Garcia Soares, Joaquim Cezar Felipe
2011	J	`jnl`	An iterative feature selection method for GRNs inference by exploring topological properties CoRR Fabrício Martins Lopes, David Correa Martins Jr., Junior Barrera, Roberto Marcondes Cesar Jr.
2010	—	`conf`	SFFS-MR: A Floating Search Strategy for GRNs Inference. PRIB Fabrício Martins Lopes, David Correa Martins Jr., Junior Barrera, Roberto M. Cesar
2010	J	`jnl`	U-curve: A branch-and-bound optimization algorithm for U-shaped cost functions on Boolean lattices applied to the feature selection problem. Pattern Recognit. Marcelo Ris, Junior Barrera, David Correa Martins Jr.
2008	J	`jnl`	A branch-and-bound feature selection algorithm for U-shaped cost functions CoRR Marcelo Ris, Junior Barrera, David Correa Martins Jr.
2007	J	`jnl`	A Robust Structural PGN Model for Control of Cell-Cycle Progression Stabilized by Negative Feedbacks. EURASIP J. Bioinform. Syst. Biol. Nestor Walter Trepode, Hugo Aguirre Armelin, Michael L. Bittner, Junior Barrera, Marco Dimas Gubitoso, Ronaldo Fumio Hashimoto
2007	—	`conf`	A branch-and-bound optimization algorithm for U-shaped cost functions on Boolean lattices. ISMM (2) Marcelo Ris, Junior Barrera
2007	J	`jnl`	A feature selection approach for identification of signature genes from SAGE data. BMC Bioinform. Junior Barrera, Roberto Marcondes Cesar Junior, Carlos Humes Jr., David Correa Martins Jr., Diogo F. C. Patrão, Paulo J. S. Silva, Helena Paula Brentani
2007	—	`conf`	A structural PGN model for control of cell-cycle Progression. ISMM (2) Nestor Walter Trepode, Hugo Aguirre Armelin, Michael L. Bittner, Junior Barrera, Marco Dimas Gubitoso, Ronaldo Fumio Hashimoto
2007	J	`jnl`	An Exact Algorithm for Optimal MAE Stack Filter Design. IEEE Trans. Image Process. Domingos Dellamonica Jr., Paulo J. S. Silva, Carlos Humes Jr., Nina S. T. Hirata, Junior Barrera
2007	—	`conf`	An entropy minimization approach for designing W-operators. ISMM (2) Daniel André Vaquero, Junior Barrera, Roberto Hirata Jr.
2007	—	`conf`	Automatic microarray gridding by mathematical morphology. ISMM (2) Daniel Oliveira Dantas, Junior Barrera
2007	—	`conf`	Basis Computation Algorithms. ISMM (1) Nina S. T. Hirata, Roberto Hirata Jr., Junior Barrera
2007	J	`jnl`	Modeling Cancer: Integration of "omics" Information in Dynamic Systems. J. Bioinform. Comput. Biol. Beatriz Stransky, Junior Barrera, Lucila Ohno-Machado, Sandro J. de Souza
2006	J	`jnl`	W-operator window design by minimization of mean conditional entropy. Pattern Anal. Appl. David Correa Martins Jr., Roberto M. Cesar, Junior Barrera
2005	—	`conf`	A Maximum-Likelihood Approach for Multiresolution W-Operator Design. SIBGRAPI Daniel André Vaquero, Junior Barrera, Roberto Hirata Jr.
2005	J	`jnl`	A unifying view for stack filter design based on graph search methods. Pattern Recognit. Nina S. T. Hirata, Junior Barrera
2005	C	`conf`	Automatic Window Design for Gray-Scale Image Processing Based on Entropy Minimization. CIARP David Correa Martins Jr., Roberto M. Cesar, Junior Barrera
2005	C	`conf`	Binary Decision Diagrams as a New Paradigm for Morphological Machines. ISMM Junior Barrera, Ronaldo Fumio Hashimoto
2005	J	`jnl`	Feature selection algorithms to find strong genes. Pattern Recognit. Lett. Paulo J. S. Silva, Ronaldo Fumio Hashimoto, Seungchan Kim, Junior Barrera, Leônidas de Oliveira Brandão, Edward Suh, Edward R. Dougherty
2004	J	`jnl`	An environment for knowledge discovery in biology. Comput. Biol. Medicine Junior Barrera, Roberto Marcondes Cesar Jr., João Eduardo Ferreira, Marco Dimas Gubitoso
2004	J	`jnl`	Nonlinear Filter Design Using Envelopes. J. Math. Imaging Vis. Marcel Brun, Roberto Hirata Jr., Junior Barrera, Edward R. Dougherty
2004	—	`conf`	W-Operator Window Design by Maximization of Training Data Information. SIBGRAPI David Correa Martins Jr., Roberto Marcondes Cesar Junior, Junior Barrera
2003	J	`jnl`	A Greedy Algorithm for Decomposing Convex Structuring Elements. J. Math. Imaging Vis. Ronaldo Fumio Hashimoto, Junior Barrera
2003	B	`conf`	A Parallel Algorithm for Enumerating Combinations. ICPP Martha Torres, Alfredo Goldman, Junior Barrera
2003	J	`jnl`	Design of optimal binary filters under joint multiresolution-envelope constraint. Pattern Recognit. Lett. Marcel Brun, Edward R. Dougherty, Roberto Hirata Jr., Junior Barrera
2002	J	`jnl`	A Note on Park and Chin's Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. Ronaldo Fumio Hashimoto, Junior Barrera
2002	—	`conf`	Clustering granulometric features. Image Processing: Algorithms and Systems Marcel Brun, Yoganand Balagurunathan, Junior Barrera, Edward R. Dougherty
2002	—	`conf`	Granulometric classifiers from small samples. Image Processing: Algorithms and Systems Yoganand Balagurunathan, Ronaldo Fumio Hashimoto, Seungchan Kim, Junior Barrera, Edward R. Dougherty
2002	—	`conf`	High-performance algorithm for Boolean function minimization: the partitioned incremental splitting of intervals (PISI). Image Processing: Algorithms and Systems Martha Torres, Nina S. T. Hirata, Junior Barrera
2002	J	`jnl`	Inference from Clustering with Application to Gene-Expression Microarrays. J. Comput. Biol. Edward R. Dougherty, Junior Barrera, Marcel Brun, Seungchan Kim, Roberto Marcondes Cesar Junior, Yidong Chen, Michael L. Bittner, Jeffrey M. Trent
2002	J	`jnl`	Multiresolution Design of Aperture Operators. J. Math. Imaging Vis. Roberto Hirata Jr., Marcel Brun, Junior Barrera, Edward R. Dougherty
2002	J	`jnl`	Pattern Recognition Theory in Nonlinear Signal Processing. J. Math. Imaging Vis. Edward R. Dougherty, Junior Barrera
2002	J	`jnl`	Segmentation of Microarray Images by Mathematical Morphology. Real Time Imaging Roberto Hirata Jr., Junior Barrera, Ronaldo Fumio Hashimoto, Daniel Oliveira Dantas, Gustavo H. Esteves
2002	J	`jnl`	Strong Feature Sets from Small Samples. J. Comput. Biol. Seungchan Kim, Edward R. Dougherty, Junior Barrera, Yidong Chen, Michael L. Bittner, Jeffrey M. Trent
2002	—	`conf`	Towards non-parametric gridding of microarray images. DSP Renato Fabbri, Luciano da F. Costa, Junior Barrera
2001	J	`jnl`	From the Sup-Decomposition to Sequential Decompositions. J. Math. Imaging Vis. Ronaldo Fumio Hashimoto, Junior Barrera
2001	—	`conf`	Hybrid Human-Machine Non-Linear Filter Design Using Envelopes. SIBGRAPI Marcel Brun, Roberto Hirata Jr., Junior Barrera, Edward R. Dougherty
2001	—	`conf`	Microarray Gridding by Mathematical Morphology. SIBGRAPI Roberto Hirata Jr., Junior Barrera, Ronaldo Fumio Hashimoto, Daniel Oliveira Dantas
2001	—	`conf`	Multi-Resolution Classification Trees in OCR Design. SIBGRAPI Marcel Brun, Junior Barrera, Nina S. T. Hirata, Nestor Walter Trepode, Daniel Oliveira Dantas, Routo Terada
2001	J	`jnl`	Multiresolution Analysis for Optimal Binary Filters. J. Math. Imaging Vis. Edward R. Dougherty, Junior Barrera, Gerard Mozelle, Seungchan Kim, Marcel Brun
2001	J	`jnl`	Sup-Compact and Inf-Compact Representations of W-Operators. Fundam. Informaticae Junior Barrera, Ronaldo Fumio Hashimoto
2000	J	`jnl`	A Combinatorial Optimization Technique for the Sequential Decomposition of Erosions and Dilations. J. Math. Imaging Vis. Ronaldo Fumio Hashimoto, Junior Barrera, Carlos Eduardo Ferreira
2000	J	`jnl`	A switching algorithm for design of optimal increasing binary filters over large windows. Pattern Recognit. Nina S. T. Hirata, Edward R. Dougherty, Junior Barrera
2000	J	`jnl`	Aperture filters. Signal Process. Roberto Hirata Jr., Edward R. Dougherty, Junior Barrera
2000	J	`jnl`	Automatic Programming of Morphological Machines by PAC Learning. Fundam. Informaticae Junior Barrera, Routo Terada, Roberto Hirata Jr., Nina S. T. Hirata
2000	—	`conf`	Bayesian multiresolution filter design. Electronic Imaging: Nonlinear Image Processing Vishnu G. Kamat, Edward R. Dougherty, Junior Barrera
2000	C	`conf`	Boosting OCR Classifier by Optimal Edge Noise Filtering. ISMM Junior Barrera, Marcel Brun, Routo Terada, Edward R. Dougherty
2000	—	`conf`	Color Image Gradients for Morphological Segmentation. SIBGRAPI Roberto Hirata Jr., Franklin César Flores, Junior Barrera, Roberto A. Lotufo, Fernand Meyer
2000	—	`conf`	Design of gray-scale nonlinear filters via multiresolution apertures. EUSIPCO Roberto Hirata, Edward R. Dougherty, Junior Barrera
2000	—	`conf`	Design of statistically optimal morphological operators. EUSIPCO Junior Barrera, Edward R. Dougherty
2000	C	`conf`	From the Sup-Decomposition to A Sequential Decomposition. ISMM Ronaldo Fumio Hashimoto, Junior Barrera, Edward R. Dougherty
2000	J	`jnl`	Hybrid human-machine binary morphological operator design. An independent constraint approach. Signal Process. Junior Barrera, Edward R. Dougherty, Marcel Brun
2000	—	`conf`	Incremental Evaluation of BDD-Represented Set Operators. SIBGRAPI Heraldo Maciel França Madeira, Junior Barrera
2000	—	`conf`	Morphological Operators for Segmentation of Color Sequences. SIBGRAPI Franklin César Flores, Roberto Hirata Jr., Junior Barrera, Roberto A. Lotufo, Fernand Meyer
2000	J	`jnl`	Multiresolution Bayesian design of binary filters. J. Electronic Imaging Vishnu G. Kamat, Edward R. Dougherty, Junior Barrera
2000	—	`conf`	Multiresolution filter design. Electronic Imaging: Nonlinear Image Processing Edward R. Dougherty, Junior Barrera, Gerard Mozelle, Seungchan Kim, Marcel Brun
2000	C	`conf`	Some Applications of Aperture Filters. ISMM Roberto Hirata Jr., Edward R. Dougherty, Junior Barrera
2000	—	`conf`	Text Segmentation by Automatically Designed Morphological Operators. SIBGRAPI Nina S. T. Hirata, Junior Barrera, Routo Terada
1999	—	`conf`	A New Paradigm for the Architecture of Morphological Machines: Binary Decision Diagrams. SIBGRAPI Heraldo Maciel França Madeira, Junior Barrera, Roberto Hirata Jr., Nina S. T. Hirata
1999	—	`conf`	A Simple Algorithm for Decomposing Convex Structuring Elements. SIBGRAPI Ronaldo Fumio Hashimoto, Junior Barrera
1999	—	`conf`	Automatic Design of Morphological Operators for Motion Segmentation. SIBGRAPI Roberto Hirata Jr., Junior Barrera, Franklin César Flores, Roberto de Alencar Lotufo
1999	—	`conf`	Design of Statistically Optimal Stack Filters. SIBGRAPI Nina S. T. Hirata, Junior Barrera, Edward R. Dougherty
1999	—	`conf`	Efficient switching algorithm for designing increasing binary filters. Electronic Imaging: Nonlinear Image Processing Nina Sumiko Tomita Hirata, Edward R. Dougherty, Junior Barrera
1999	—	`conf`	Hybrid human-machine binary morphological operator design. Electronic Imaging: Nonlinear Image Processing Junior Barrera, Edward R. Dougherty, Marcel Brun
1999	—	`conf`	Nonlinear filters in genomic control. NSIP Edward R. Dougherty, Michael L. Bittner, Yidong Chen, Seungchan Kim, Krishnamoorthy Sivakumar, Junior Barrera, Paul S. Meltzer, Jeffrey M. Trent
1999	—	`conf`	Optimal range-domain window filters. Electronic Imaging: Nonlinear Image Processing Roberto Hirata, Edward R. Dougherty, Junior Barrera
1998	J	`jnl`	MMach: a mathematical morphology toolbox for the KHOROS system. J. Electronic Imaging Junior Barrera, Gerald Jean Francis Banon, Roberto de Alencar Lotufo, Roberto Hirata Jr.
1998	—	`conf`	Translation invariant transformations of discrete random sets. SIBGRAPI Junior Barrera, Marcel Brun
1997	J	`jnl`	Automatic programming of binary morphological machines by design of statistically optimal operators in the context of computational learning theory. J. Electronic Imaging Junior Barrera, Edward R. Dougherty, Nina Sumiko Tomita
1996	C	`conf`	Automatic Programming of MMach's for OCR. ISMM Junior Barrera, Routo Terada, Flávio Soares Corrêa da Silva, Nina Sumiko Tomita
1996	J	`jnl`	Guest Editorial: Special Section on Nonlinear Image Processing. J. Electronic Imaging Jaakko Astola, Junior Barrera
1996	—	`conf`	Morphological paradigm for loss-function-based design of digital filters. Visual Information Processing Edward R. Dougherty, Junior Barrera
1996	C	`conf`	Set Operations on Closed Intervals and their Applications to the Automatic Programming of MMach's. ISMM Junior Barrera, Guillermo Pablo Salas, Ronaldo Fumio Hashimoto
1996	J	`jnl`	Set operations on closed intervals and their applications to the automatic programming of morphological machines. J. Electronic Imaging Junior Barrera, Guillermo Pablo Salas
1994	C	`conf`	Set Operator Decomposition and Conditionally Translation Invariant Elementary Operators. ISMM Gerald Jean Francis Banon, Junior Barrera
1993	J	`jnl`	Decomposition of mappings between complete lattices by mathematical morphology, Part I. General lattices. Signal Process. Gerald Jean Francis Banon, Junior Barrera