Feature Selection for Neural Networks Using Group Lasso Regularization

Huaqing Zhang; Jian Wang; Zhanquan Sun; Jacek M. Zurada; Nikhil R. Pal

doi:10.1109/tkde.2019.2893266

Feature Selection for Neural Networks Using Group Lasso Regularization

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2019.2893266 ◽

2020 ◽

Vol 32 (4) ◽

pp. 659-673 ◽

Cited By ~ 4

Author(s):

Huaqing Zhang ◽

Jian Wang ◽

Zhanquan Sun ◽

Jacek M. Zurada ◽

Nikhil R. Pal

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Group Lasso ◽

Selection For

Download Full-text

Feature Selection for Hyperspectral Data Classification Using Double Parallel Feedforward Neural Networks

Fuzzy Systems and Knowledge Discovery - Lecture Notes in Computer Science ◽

10.1007/11540007_8 ◽

2005 ◽

pp. 58-66 ◽

Cited By ~ 6

Author(s):

Mingyi He ◽

Rui Huang

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Data Classification ◽

Feedforward Neural Networks ◽

Hyperspectral Data ◽

Selection For

Download Full-text

Redundancy-Controlled Feature Selection for Fuzzy Neural Networks

10.1109/hpbdis53214.2021.9658345 ◽

2021 ◽

Author(s):

Tao Gao ◽

Xiao Bai ◽

Liang Zhang ◽

Chen Wang ◽

Jian Wang

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Fuzzy Neural Networks ◽

Fuzzy Neural ◽

Selection For

Download Full-text

A novel approach based on integration of convolutional neural networks and deep feature selection for short-term solar radiation forecasting

Applied Energy ◽

10.1016/j.apenergy.2021.117912 ◽

2022 ◽

Vol 305 ◽

pp. 117912

Author(s):

Hakan Acikgoz

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Solar Radiation ◽

Convolutional Neural Networks ◽

Short Term ◽

Novel Approach ◽

Deep Feature ◽

Selection For

Download Full-text

Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso

Lecture Notes in Computer Science - Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015 ◽

10.1007/978-3-319-24571-3_2 ◽

2015 ◽

pp. 11-19 ◽

Cited By ~ 3

Author(s):

Xiangyu Chen ◽

Yanwu Xu ◽

Shuicheng Yan ◽

Tat-Seng Chua ◽

Damon Wing Kee Wong ◽

...

Keyword(s):

Feature Selection ◽

Group Lasso ◽

Ocular Diseases ◽

Discriminative Feature ◽

Selection For ◽

Induced Graph

Download Full-text

An effective approach of feature selection for recommender systems using fuzzy C means clustering along with ant colony optimization and neural networks

2017 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT) ◽

10.1109/icccnt.2017.8203914 ◽

2017 ◽

Cited By ~ 2

Author(s):

Hitesh Hasija

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Ant Colony Optimization ◽

Recommender Systems ◽

Ant Colony ◽

Fuzzy C Means ◽

Fuzzy C Means Clustering ◽

Selection For

Download Full-text

Feature selection for time series prediction – A combined filter and wrapper approach for neural networks

Neurocomputing ◽

10.1016/j.neucom.2010.01.017 ◽

2010 ◽

Vol 73 (10-12) ◽

pp. 1923-1936 ◽

Cited By ~ 92

Author(s):

Sven F. Crone ◽

Nikolaos Kourentzes

Keyword(s):

Neural Networks ◽

Time Series ◽

Feature Selection ◽

Time Series Prediction ◽

Wrapper Approach ◽

Selection For

Download Full-text

Feature Selection for Neural Networks Through Binomial Regression

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/11893257_82 ◽

2006 ◽

pp. 737-745

Author(s):

Gecynalda Soares S. Gomes ◽

Teresa B. Ludermir

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Binomial Regression ◽

Selection For

Download Full-text

Categorization of Large Text Collections: Feature Selection for Training Neural Networks

Intelligent Data Engineering and Automated Learning – IDEAL 2006 - Lecture Notes in Computer Science ◽

10.1007/11875581_120 ◽

2006 ◽

pp. 1003-1013 ◽

Cited By ~ 4

Author(s):

Pensiri Manomaisupat ◽

Bogdan Vrusias ◽

Khurshid Ahmad

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Text Collections ◽

Selection For

Download Full-text

Feature Selection for Deep Neural Networks in Cyber Security Applications

2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS) ◽

10.1109/iemtronics51293.2020.9216403 ◽

2020 ◽

Author(s):

Alexander Davis ◽

Sumanjit Gill ◽

Robert Wong ◽

Shahab Tayeb

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Cyber Security ◽

Deep Neural Networks ◽

Security Applications ◽

Selection For

Download Full-text

Convolutional Neural Networks and Feature Selection for BCI with Multiresolution Analysis

Advances in Computational Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-030-20521-8_72 ◽

2019 ◽

pp. 883-894 ◽

Cited By ~ 2

Author(s):

Javier León ◽

Julio Ortega ◽

Andrés Ortiz

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Convolutional Neural Networks ◽

Multiresolution Analysis ◽

Selection For

Download Full-text