表紙画像

Hybrid NSGA-II Optimization for Improving the Three-Term BP Network for Multiclass Classification Problems

Recently, hybrid algorithms have received considerable attention from a number of researchers. This paper presents a hybrid of the multiobjective evolutionary algorithm to gain a better accuracy of the fi nal solutions. The aim of using the hybrid algorithm is to improve the multiobjective evolution...

保存先:

書誌詳細
主要な著者:	Ibrahim, Ashraf Osman, Shamsuddin, Siti Mariyam, Qasem, Sultan Noman
フォーマット:	論文
言語:	English
出版事項:	Universiti Utara Malaysia Press 2015
主題:	QA75 Electronic computers. Computer science
オンライン･アクセス:	https://repo.uum.edu.my/id/eprint/30412/1/JICT%2014%2000%202015%2021-38.pdf https://repo.uum.edu.my/id/eprint/30412/ https://e-journal.uum.edu.my/index.php/jict/article/view/8154
タグ:	タグ追加タグなし, このレコードへの初めてのタグを付けませんか!

類似資料

Hybrid NSGA-II optimization for improving the three-term BP network for multiclass classification problems
著者:: Ashraf Osman, Ibrahim, 等
出版事項: (2015)

Hybrib NSGA-II optimization for improving the three-term BP network for multiclass classification problems
著者:: Ibrahim, Ashraf Osman, 等
出版事項: (2015)

Hybrid radial basis function network for classification problems
著者:: Shamsuddin, Siti Mariyam, 等
出版事項: (2009)

Multi objective genetic algorithm for training three term backpropagation network
著者:: Osman Ibrahim, Ashraf, 等
出版事項: (2013)

Memetic multi-objective evolutionary algorithms of radial basis function network for classification problems
著者:: Qasem, Sultan Noman
出版事項: (2011)

Three-term backpropagation algorithm for classification problem
著者:: Saman, Fadhlina Izzah
出版事項: (2006)

Hybrid Learning Enhancement of RBF network based on particle swarm optimization
著者:: Qasem, Sultan Noman, 等
出版事項: (2009)

Grey relational with BP_PSO for time series foreasting
著者:: Shamsuddin, Siti Mariyam, 等
出版事項: (2009)

Study of cost functions in three term backpropagation for classification problems
著者:: Kuppusamy, Puspadevi
出版事項: (2008)

Memetic elitist pareto differential evolution algorithm based radial basis function networks for classification problems
著者:: Qasem, S. N., 等
出版事項: (2011)

An Intrusion Detection System Based on NSGA-II algorithm
著者:: Tamimi, A., 等
出版事項: (2016)

Multiobjective evolutionary algorithms NSGA-II and NSGA-III for software product lines testing optimization
著者:: Jamil, Muhammad Abid, 等
出版事項: (2020)

Radial basis function network based on time variant multi-objective particle swarm optimization for medical diseases diagnosis
著者:: Qasem, Sultan Noman, 等
出版事項: (2011)

Improving generalization of radial basis function network with adaptive multi-objective particle swarm optimization
著者:: Qasem, Sultan Noman, 等
出版事項: (2009)

Radial basis function network based on multi-objective particle swarm optimization
著者:: Qasem, Sultan Noman, 等
出版事項: (2009)

Improving performance of radial basis function network based with particle swarm optimization
著者:: Shamsuddin, Siti Mariyam, 等
出版事項: (2009)

An empirical study to improve multiclass classification using hybrid ensemble approach for students' performance prediction
著者:: Hassan, H., 等
出版事項: (2021)

An empirical study to improve multiclass classification using hybrid ensemble approach for students’ performance prediction
著者:: Hassan, Hasniza, 等
出版事項: (2021)

A DEEP LEARNING APPROACH FOR MULTICLASS CLASSIFICATION OF RETINAL IMAGES
著者:: OON, WENG WAI
出版事項: (2023)

A DEEP LEARNING APPROACH FOR MULTICLASS CLASSIFICATION OF RETINAL IMAGES
著者:: OON, WENG WAI
出版事項: (2023)

Multi-objective hybrid evolutionary algorithms for radial basis function neural network design
著者:: Qasem, Sultan Noman, 等
出版事項: (2012)

NSGA-II Algorithm for Assembly Line Balancing with Multi-Resource Constraints
著者:: M. F. F., Ab Rashid, 等
出版事項: (2016)

A performances study of enhanced bp algorithms on aircraft image classification
著者:: Saad, Puteh, 等
出版事項: (2008)

A hybrid BP and HSA for enhancing a multilayer perceptron learning
著者:: Salad Nur, Abdirashid
出版事項: (2014)

Ensemble Meta Classifier with Sampling and Feature Selection for Data with Multiclass Imbalance Problem
著者:: Sainin, Mohd Shamrie, 等
出版事項: (2021)

Enhancing fault tolerance and reducing delay in virtual network embedding using NSGA-II
著者:: Bansal, A., 等
出版事項: (2016)

Multiclass classification for chest x-ray images based on lesion location in lung zones
著者:: Saad, Mohd Nizam, 等
出版事項: (2015)

Classification with class imbalance problem: a review
著者:: Ali, Aida, 等
出版事項: (2015)

Convolutional neural network long short-term memory (CNN + LSTM) for histopathology cancer image classification
著者:: Zainudin, Zanariah, 等
出版事項: (2020)

Systolic and diastolic multiclass classification of PPG signals using neural network with random weight
著者:: Tan, Jiun Hann, 等
出版事項: (2019)

Ensemble classifier and resampling for imbalanced multiclass learning
著者:: Sainin, Mohd Shamrie, 等
出版事項: (2015)

Learning enhancement of three-term backpropagation network based on elitist multi-objective evolutionary algorithms
著者:: Elsayed, Ashraf Osman Ibrahim
出版事項: (2015)

AN ENHANCED FEATURE SELECTION METHOD BASED ON GREY WOLF OPTIMIZER FOR CLASSIFICATION PROBLEMS
著者:: QASEM AL-TASHI, QASEM ABDULLAH
出版事項: (2021)

Artificial fish swarm optimization for multilayer network learning in classification problems
著者:: Hasan, Shafaatunnur, 等
出版事項: (2012)

A tuned NSGA-II to optimize the total cost and service level for a just-in-time distribution network
著者:: Memari, A., 等
出版事項: (2017)

Comparative study of classification tissue in medical imaging using radial basis function (RBF) and backpropagation (BP) network
著者:: Zainudin, Muhammad Noorazlan Shah
出版事項: (2009)

Artificial Fish Swarm Optmization for Multilayernetwork Learning in Classification Problems
著者:: Hasan, Shafaatunnur, 等
出版事項: (2012)

A deep contractive autoencoder for solving multiclass classification problems
著者:: Aamir, Muhammad, 等
出版事項: (2020)

Learning enhancement of radial basis function network with particle swarm optimization
著者:: Sultan Noman, Qasem Mohammed
出版事項: (2008)

Pornography web pages classification with textual content analysis using entropy term weighting scheme for small class dataset
著者:: Sam, Lee Zhi, 等
出版事項: (2007)