Search Results - "Hashimoto, Ronaldo Fumio"
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SARS-CoV-2 host prediction based on virus-host genetic features
Published in Scientific reports (17-03-2022)“…The genetic diversity of the Coronaviruses gives them different biological abilities, such as infect different cells and/or organisms, a wide spectrum of…”
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An Approach to Growth Delimitation of Straight Line Segment Classifiers Based on a Minimum Bounding Box
Published in Entropy (Basel, Switzerland) (19-11-2021)“…Several supervised machine learning algorithms focused on binary classification for solving daily problems can be found in the literature. The straight-line…”
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Extraction of Numerical Residues in Families of Levelings
Published in 2013 XXVI Conference on Graphics, Patterns and Images (01-08-2013)“…This work introduces a residual operator called ultimate attribute leveling. We also present an efficient algorithm for ultimate attribute leveling computation…”
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Conference Proceeding -
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Incremental bit-quads count in component trees: Theory, algorithms, and optimization
Published in Pattern recognition letters (01-01-2020)“…•Optimized incremental bit-quads count in component trees.•The intuition of incremental bit-quad count in component trees correctness.•A Fast method to compute…”
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Genome-wide analysis of the human malaria parasite Plasmodium falciparum transcription factor PfNF-YB shows interaction with a CCAAT motif
Published in Oncotarget (26-12-2017)“…Little is known about transcription factor regulation during the intraerythrocytic cycle. In order to elucidate the role of the (Pf)NF-YB transcription factor…”
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An integrative approach to investigate the respective roles of single-nucleotide variants and copy-number variants in Attention-Deficit/Hyperactivity Disorder
Published in Scientific reports (07-03-2016)“…Many studies have attempted to investigate the genetic susceptibility of Attention-Deficit/Hyperactivity Disorder (ADHD), but without much success. The present…”
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Ultimate grain filter
Published in 2014 IEEE International Conference on Image Processing (ICIP) (01-10-2014)“…This work introduces a residual operator called ultimate grain filter which is a powerful image operator based on numerical residues. With a multi-scale…”
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Conference Proceeding -
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Correction: Corrigendum: An integrative approach to investigate the respective roles of single-nucleotide variants and copy-number variants in Attention-Deficit/Hyperactivity Disorder
Published in Scientific reports (24-05-2016)“…Scientific Reports 6: Article number: 22851; published online: 07 March 2016; updated: 24 May 2016 The Acknowledgements section in this Article is incomplete…”
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Identifying dense subgraphs in protein–protein interaction network for gene selection from microarray data
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (01-12-2015)“…Selection of important genes responsible for a disease is an important task in bioinformatics. Microarray data are often used with differential expression…”
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Text Regions Extracted from Scene Images by Ultimate Attribute Opening and Decision Tree Classification
Published in 2010 23rd SIBGRAPI Conference on Graphics, Patterns and Images (01-08-2010)“…In this work we propose a method for localizing text regions within scene images consisting of two major stages. In the first stage, a set of potential text…”
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Combining Dialectical Optimization and Gradient Descent Methods for Improving the Accuracy of Straight Line Segment Classifiers
Published in 2011 24th SIBGRAPI Conference on Graphics, Patterns and Images (01-08-2011)“…A recent published pattern recognition technique called Straight Line Segment (SLS) uses two sets of straight line segments to classify a set of points from…”
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Jump-Miss Binary Erosion Algorithm
Published in 2009 XXII Brazilian Symposium on Computer Graphics and Image Processing (01-10-2009)“…This work presents a new and fast algorithm for binary morphological erosions with arbitrary shaped structuring elements inspired by preprocessing techniques…”
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Conference Proceeding -
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Evaluation of the Impact of Initial Positions obtained by Clustering Algorithms on the Straight Line Segments Classifier
Published in 2018 IEEE Latin American Conference on Computational Intelligence (LA-CCI) (01-11-2018)“…Supervised learning is an important component of several applications, such as speech recognition, handwritten symbol recognition, data mining, among others…”
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A note on Park and Chin's algorithm [structuring element decomposition]
Published in IEEE transactions on pattern analysis and machine intelligence (01-01-2002)“…A finite subset of Z/sup 2/ is called a structuring element. A decomposition of a structuring element A is a sequence of subsets of the elementary square…”
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A New Training Algorithm for Pattern Recognition Technique Based on Straight Line Segments
Published in 2008 XXI Brazilian Symposium on Computer Graphics and Image Processing (01-10-2008)“…Recently, a new pattern recognition technique based on straight line segments (SLSs) was presented. The key issue in this new technique is to find a function…”
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A Robust Structural PGN Model for Control of Cell-Cycle Progression Stabilized by Negative Feedbacks
Published in EURASIP journal on bioinformatics & systems biology (2007)“…The cell division cycle comprises a sequence of phenomena controlled by a stable and robust genetic network. We applied a probabilistic genetic network (PGN)…”
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A robust structural PGN model for control of cell-cycle progression stabilized by negative feedbacks
Published in EURASIP journal on bioinformatics & systems biology (17-05-2007)“…The cell division cycle comprises a sequence of phenomena controlled by a stable and robust genetic network. We applied a probabilistic genetic network (PGN)…”
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Combinatorial optimization technique for the sequential decomposition of erosions and dilations
Published in Journal of mathematical imaging and vision (01-08-2000)“…This paper presents a general algorithm for the automatic proof that an erosion (respectively, dilation) has a sequential decomposition or not. If the…”
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Multiview Clustering on PPI Network for Gene Selection and Enrichment from Microarray Data
Published in 2014 IEEE International Conference on Bioinformatics and Bioengineering (01-11-2014)“…Various statistical and machine learning based algorithms have been proposed in literature for selecting an informative subset of genes from micro array data…”
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Conference Proceeding