A. Neto

PROFILE

Homepage
No homepage is listed.
ORCID
No ORCID is listed.
Affiliations
No affiliations are listed.
Aliases
Ajalmar Neto, Ajalmar R. R. Neto, Ajalmar R. Da Rocha Neto
Publication record
62 papers · 509 citations · H-index 11

PAPERS

Generalizing logic-based explanations for machine learning classifiers via optimization
20251 citationsauthor #2
Logic-Based Explanations for Linear Support Vector Classifiers with Reject Option
20242 citationsauthor #4
A New Training Algorithm for Support Vector Machines
20240 citationsauthor #3
Bayesian ART for incomplete datasets
20240 citationsauthor #4
A Binary Water Flow Optimizer Applied to Feature Selection
20225 citationsauthor #2
Face ReID Method via Deep Learning
20220 citationsauthor #2
Short-Term Solar Irradiance Forecasting Using CNN-1D, LSTM and CNN-LSTM Deep Neural Networks: A Case Study with the Folsom (USA) Dataset
202249 citationsauthor #3
A novel fuzzy ARTMAP with area of influence
20206 citationsauthor #2
Parsimonious Minimal Learning Machine via Multiresponse Sparse Regression
20202 citationsauthor #3
A new perspective for Minimal Learning Machines: A lightweight approach
20203 citationsauthor #4
An Improved Retinal Blood Vessel Detection System Using an Extreme Learning Machine
20191 citationsauthor #4
Classification with Rejection Option Using the Fuzzy ARTMAP Neural Network
20191 citationsauthor #3
Sparse minimal learning machine using a diversity measure minimization
20190 citationsauthor #3
A Fixed-Size Pruning Approach for Optimum-Path Forest
20191 citationsauthor #3
Sparse Least Squares Support Vector Machines Based on Genetic Algorithms: A Feature Selection Approach
20191 citationsauthor #2
Pill Image Classification using Machine Learning
20198 citationsauthor #6
A Binary Water Wave Optimization Algorithm Applied to Feature Selection
20191 citationsauthor #3
OnMLM: An Online Formulation for the Minimal Learning Machine
20190 citationsauthor #5
A Fuzzy C-means-based Approach for Selecting Reference Points in Minimal Learning Machines
20187 citationsauthor #3
A Modified Symbiotic Organisms Search Algorithm Applied to Flow Shop Scheduling Problems
20186 citationsauthor #3
Sparse Least-Squares Support Vector Machines via Accelerated Segmented Test: A dual approach
201811 citationsauthor #3
Optimally Selected Minimal Learning Machine
20185 citationsauthor #4
Fixed-Size Extreme Learning Machines Through Simulated Annealing
20182 citationsauthor #3
A New Genetic Algorithm-Based Pruning Approach for Optimum-Path Forest
20182 citationsauthor #3
Opposite neighborhood: a new method to select reference points of minimal learning machines
20184 citationsauthor #3
OnARTMAP: A Fuzzy ARTMAP-based Architecture
201814 citationsauthor #2
Sparse Minimal Learning Machines Via L_1/2 Norm Regularization
20180 citationsauthor #4
Fuzzy ART-Based Classification via Sparse Bayesian Learning
20180 citationsauthor #3
High-Pass Learning Machine: An Edge Detection Approach
20170 citationsauthor #3
Evolutionary Support Vector Regression via Genetic Algorithms: A Dual Approach
20171 citationsauthor #3
A Recursive Genetic Algorithm-Based Approach for Educational Timetabling Problems
20173 citationsauthor #3
Opposite-to-Noise ARTMAP Neural Network
20172 citationsauthor #2
Gaussian Opposite Maps for Reduced-Set Relevance Vector Machines
20170 citationsauthor #2
A bi-directional evaluation-based approach for image retargeting quality assessment
201710 citationsauthor #4
Training soft margin support vector machines by simulated annealing: A dual approach
201727 citationsauthor #2
Sparse Least squares support vector regression via Multiresponse Sparse Regression
20162 citationsauthor #2
A Novel Approach for Labelling Health Insurance Data for Cardiovascular Disease Risk Classification
20160 citationsauthor #3
Towards Fixation Prediction: A Nonparametric Estimation-Based Approach through Key-Points
20161 citationsauthor #2
Efficient Minimal Learning Machines with Reject Option
20164 citationsauthor #3
A Novel Simulated Annealing-Based Learning Algorithm for Training Support Vector Machines
20161 citationsauthor #2
A Robust and Optimally Pruned Extreme Learning Machine
20163 citationsauthor #2
Evolutionary support vector machines: A dual approach
201611 citationsauthor #2
Classification with reject option for software defect prediction
201646 citationsauthor #4
A novel Genetic Algorithms and SURF-Based approach for image retargeting
201613 citationsauthor #2
Sparse Least Squares Support Vector Machines via Multiresponse Sparse Regression
20161 citationsauthor #2
A new pruning method for extreme learning machines via genetic algorithms
201660 citationsauthor #2
A Cost Sensitive Minimal Learning Machine for Pattern Classification
20157 citationsauthor #4
Genetic Seam Carving: A Genetic Algorithm Approach for Content-Aware Image Retargeting
20152 citationsauthor #3
A Genetic Algorithms-Based LSSVM Classifier for Fixed-Size Set of Support Vectors
20154 citationsauthor #2
Radial snakes: Comparison of segmentation methods in synthetic noisy images
201510 citationsauthor #4
Robust classification with reject option using the self-organizing map
201523 citationsauthor #2
Novel approaches using evolutionary computation for sparse least square support vector machines
201529 citationsauthor #3
Global location of mobile robots using Artificial Neural Networks in omnidirectional images
20155 citationsauthor #3
Classification with Reject Option Using the Self-Organizing Map
20148 citationsauthor #2
Reject Option Paradigm for the Reduction of Support Vectors
20145 citationsauthor #2
Multi-Objective Genetic Algorithms for Sparse Least Square Support Vector Machines
20142 citationsauthor #2
Opposite Maps: Vector Quantization Algorithms for Building Reduced-Set SVM and LSSVM Classifiers
201319 citationsauthor #1
Fast Opposite Maps: An Iterative SOM-Based Method for Building Reduced-Set SVMs
20120 citationsauthor #1
Opposite Maps for Hard Margin Support Vector Machines
20120 citationsauthor #1
Opposite Maps: Vector Quantization Algorithms for Building Reduced-Set SVM and LSSVM Classifiers
20120 citationsauthor #1
A Novel Heuristic for Building Reduced-Set SVMs Using the Self-Organizing Map
20113 citationsauthor #1
Diagnostic of Pathology on the Vertebral Column with Embedded Reject Option
201177 citationsauthor #1

TIMELINE

2011 80 citations

2012 0 citations

2013 19 citations

2014 15 citations

2015 80 citations

2016 142 citations

2017 43 citations

2018 51 citations

2019 13 citations

2020 11 citations

2022 54 citations

2024 2 citations

2025 1 citations

A. Neto

PROFILE

PAPERS

TIMELINE

COAUTHOR MAP

CONCEPT FOOTPRINT