A comparison of performance of K-complex classification methods using feature selection-Reference-Cited by-同舟云学术

A comparison of performance of K-complex classification methods using feature selection

Published:2016-01 Issue: Volume:328 Page:1-14
ISSN:0020-0255
Container-title:Information Sciences
language:en
Short-container-title:Information Sciences

Author:

Hernández-Pereira Elena^ORCID,Bolón-Canedo Veronica,Sánchez-Maroño Noelia,Álvarez-Estévez Diego^ORCID,Moret-Bonillo Vicente,Alonso-Betanzos Amparo

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference50 articles.

1. Fuzzy reasoning used to detect apneic events in the sleep apnea-hypopnea syndorme;Estévez;Expert Syst. Appl.,2009

2. A method for the automatic analysis of the sleep macrostructure in continuum;Estévez;Expert Syst. Appl.,2013

3. Reducing dimensionality in a database of sleep EEG arousals;Estévez;Expert Syst. Appl.,2011

4. Feature-based detection of the K-complex wave in the human electroencephalogram using neural networks;Bankman;IEEE Trans. Biomed. Eng.,1992

5. Neural Networks for Pattern Recognition;Bishop,1995

Cited by 33 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A study on feature selection using multi-domain feature extraction for automated k-complex detection;Frontiers in Neuroscience;2023-09-08

2. A RUSBoosted tree method for k-complex detection using tunable Q-factor wavelet transform and multi-domain feature extraction;Frontiers in Neuroscience;2023-03-14

3. A Brain Seizure Diagnosing Remotely Based on EEG Signal Compression and Encryption: A Step for Telehealth;Artificial Intelligence for Smart Healthcare;2023

4. Sleep Waveforms Detection in Sleep Stage 2 Using EEG Signals: Applying Different Set of Features and Classification Algorithm;2022 3rd Information Technology To Enhance e-learning and Other Application (IT-ELA);2022-12-27

5. A New Method for EEG Signals Classification Based on RBF NN;Lecture Notes in Networks and Systems;2022-12-13