An ensemble classifier learning approach to ROC optimization

2006 ◽  
Author(s):  
Sheng Gao ◽  
Chin-Hui Lee ◽  
Joo Hwee Lim
Keyword(s):  
Ensemble Classifier ◽  
Learning Approach ◽  
Classifier Learning

A Divide-and-Conquer-Based Ensemble Classifier Learning by Means of Many-Objective Optimization

2018 ◽  
Vol 22 (5) ◽  
pp. 762-777 ◽  
Author(s):  
Md Asafuddoula ◽  
Brijesh Verma ◽  
Mengjie Zhang
Keyword(s):  
Ensemble Classifier ◽  
Divide And Conquer ◽  
Classifier Learning

scholarly journals Cooperative Correlational and Discriminative Ensemble Classifier Learning for Early Dementia Diagnosis Using Morphological Brain Multiplexes

IEEE Access ◽  
2018 ◽  
Vol 6 ◽  
pp. 43830-43839 ◽  
Author(s):  
Rory Raeper ◽  
Anna Lisowska ◽  
Islem Rekik
Keyword(s):  
Ensemble Classifier ◽  
Dementia Diagnosis ◽  
Early Dementia ◽  
Classifier Learning

scholarly journals Deep Rule-Based Approach for the Classification of Wagon Bogie Springs Condition

2021 ◽  
Author(s):  
Carlos Manuel Viriato Neto ◽  
Luca Garcia Honorio ◽  
Eduardo Aguiar
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Learning Approach ◽  
Data Set ◽  
Rule Based ◽  
New Model ◽  
Railway Company ◽  
Rule Based Approach ◽  
Classifier Learning

This paper focuses on the new model of classification of wagon bogie springs condition through images acquired by a wayside equipment. As such, we are discussing the application of a deep rule-based (DRB) classifier learning approach to achieve ahigh classification of a bogie, and check if they either have spring problems or not. We use a pre-trained VGG19 deep convolutional neural network to extract the attributes from images to be used as input to the classifiers. The performance is calculated based on the data set composed of images provided by a Brazilian railway company. The presented results of the report demonstrate the relative performance of applying the DRB classifier to the questions raised.

An efficient image retrieval based on an integration of HSV, RLBP, and CENTRIST features using ensemble classifier learning

2020 ◽  
Vol 79 (33-34) ◽  
pp. 24463-24486
Author(s):  
Navid Danapur ◽  
Sakineh Asghari Aghjeh Dizaj ◽  
Vahid Rostami
Keyword(s):  
Image Retrieval ◽  
Ensemble Classifier ◽  
Classifier Learning

scholarly journals Tree-based Ensemble Classifier Learning for Automatic Brain Glioma Segmentation

2018 ◽  
Vol 313 ◽  
pp. 135-142 ◽  
Author(s):  
Samya Amiri ◽  
Mohamed Ali Mahjoub ◽  
Islem Rekik
Keyword(s):  
Ensemble Classifier ◽  
Brain Glioma ◽  
Classifier Learning

Cluster-Oriented Ensemble Classifier: Impact of Multicluster Characterization on Ensemble Classifier Learning

2012 ◽  
Vol 24 (4) ◽  
pp. 605-618 ◽  
Author(s):  
Brijesh Verma ◽  
Ashfaqur Rahman
Keyword(s):  
Ensemble Classifier ◽  
Classifier Learning
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