Works matching DE "SIGNAL classification"

Results: 995

Efficient Emotional State Classification based on Bayesian Quantile Regression and PSO Using EEG Brain Signal.

Published in:

International Journal of Intelligent Engineering & Systems, 2025, v. 18, n. 6, p. 219, doi. 10.22266/ijies2025.0731.14

By:

Mahmood, Salwa Shakir;
Hasan, Mustafa Ali;
al-fatlawi, Kawther;
Al-bosham, Ahmed;
Al-Fatlawi, Aqeel H.;
Abd Al-Ameer, Mohammed Shehab;
Najm, Hayder

Publication type:

Article

Heart sound classification based on convolutional neural network with convolutional block attention module.

Published in:

Frontiers in Physiology, 2025, p. 1, doi. 10.3389/fphys.2025.1596150

By:

Huai, Ximing;
Jiang, Lei;
Wang, Chao;
Chen, Peng;
Li, Hanchi

Publication type:

Article

A Hybrid Reinforcement and Deep Learning Framework for ECG and PCG Based Cardiovascular Signal Classification.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 5, p. 143

By:

Aabdalla, Islam D. S.;
Vasumathi, D.

Publication type:

Article

EEG-Based Inverse Reinforcement Learning for Safety-Oriented Global Path Planning in Dynamic Environments.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6163, doi. 10.3390/app15116163

By:

Zhu, Hao;
Wang, Jialin;
Gao, Rui

Publication type:

Article

Dynamic Ensemble Selection for EEG Signal Classification in Distributed Data Environments.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6043, doi. 10.3390/app15116043

By:

Przybyła-Kasperek, Małgorzata;
Sacewicz, Jakub

Publication type:

Article

Epilepsy EEG signals classification based on sparse principal component logistic regression model.

Published in:

Computer Methods in Biomechanics & Biomedical Engineering, 2025, v. 28, n. 8, p. 1295, doi. 10.1080/10255842.2024.2321991

By:

Li, Xi;
Qiao, Yuanhua;
Duan, Lijuan;
Miao, Jun

Publication type:

Article

Mechanistic insights into the orthogonal functionality of an AHL-mediated quorum-sensing circuit in Yersinia pseudotuberculosis.

Published in:

Synthetic & Systems Biotechnology, 2025, v. 10, n. 1, p. 174, doi. 10.1016/j.synbio.2024.10.002

By:

Boyu Luo;
Shanshan Wu;
Wei Liu;
Dongdong Zhang;
Ruicun Liu;
Tuoyu Liu;
Zhi Sun;
Ziqun Wei;
Mingyu Liu;
Zhiyuan Shi;
Niu Huang;
Yue Teng

Publication type:

Article

FCT: An Adaptive Model for Classification of Mixed Radio Signals.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 2028, doi. 10.3390/electronics14102028

By:

Liao, Mingxue;
Liang, Yuanyuan;
Lv, Pin

Publication type:

Article

Year-Round Acoustic Presence of Beaked Whales (Ziphiidae) Far Offshore off Australia's Northwest Shelf.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 927, doi. 10.3390/jmse13050927

By:

Sidenko, Evgenii;
Parnum, Iain;
Gavrilov, Alexander;
McCauley, Robert;
Erbe, Christine

Publication type:

Article

Classification of Multiple Partial Discharge Sources Using Time-Frequency Analysis and Deep Learning.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5455, doi. 10.3390/app15105455

By:

Almehdhar, Awad;
Prochazka, Radek

Publication type:

Article

Deep Learning-Enhanced Spectrogram Analysis for Anatomical Region Classification in Biomedical Signals.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5313, doi. 10.3390/app15105313

By:

Karim, Abdul;
Ryu, Semin;
Jeong, In cheol

Publication type:

Article

Feature Extraction in 5G Wireless Systems: A Quantum Cat Swarm and Wavelet-Based Approach.

Published in:

Future Internet, 2025, v. 17, n. 5, p. 188, doi. 10.3390/fi17050188

By:

Raju, Anand;
Samiappan, Sathishkumar

Publication type:

Article

Robust fault detection and severity classification in rotating machinery using VMD-LSTM for limited data scenarios.

Published in:

Advances in Mechanical Engineering (Sage Publications Inc.), 2025, v. 17, n. 5, p. 1, doi. 10.1177/16878132251342909

By:

Mrabti, Ammar;
Younes, Ramdane;
Ouelaa, Nouredine;
Kebabsa, Tarek;
Ouelaa, Zakarya

Publication type:

Article

A class sensitivity feature guided T-type generative model for noisy label classification.

Published in:

Machine Learning, 2024, v. 113, n. 10, p. 7867, doi. 10.1007/s10994-024-06598-9

By:

Bai, Yidi;
Cui, Hengjian

Publication type:

Article

Nondestructive Detection of Wire Rope Damage Using Leakage Magnetic Technique based on Dual-Layer Sensors.

Published in:

Russian Journal of Nondestructive Testing, 2024, v. 60, n. 7, p. 801, doi. 10.1134/S1061830924601971

By:

Wang, Hongli;
Zhang, Juwei;
Wei, Jilin

Publication type:

Article

一种复杂噪声环境下的机电系统故障在线监测声学处理方法.

Published in:

Electronic Science & Technology, 2023, v. 36, n. 3, p. 55, doi. 10.16180/j.cnki.issn1007-7820.2023.03.009

By:

白兴宇;
苟宇涛;
姜煜;
刘明禹

Publication type:

Article

Data Uncertainty (DU)-Former: An Episodic Memory Electroencephalography Classification Model for Pre- and Post-Training Assessment.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 4, p. 359, doi. 10.3390/bioengineering12040359

By:

Wan, Xianglong;
Liu, Zheyuan;
Yao, Yiduo;
Wan Hasan, Wan Zuha;
Liu, Tiange;
Duan, Dingna;
Xie, Xueguang;
Wen, Dong

Publication type:

Article

Spatial Cognitive EEG Feature Extraction and Classification Based on MSSECNN and PCMI.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 1, p. 25, doi. 10.3390/bioengineering12010025

By:

Wan, Xianglong;
Sun, Yue;
Yao, Yiduo;
Wan Hasan, Wan Zuha;
Wen, Dong

Publication type:

Article

Development of Self-Powered Energy-Harvesting Electronic Module and Signal-Processing Framework for Wearable Healthcare Applications.

Published in:

Bioengineering (Basel), 2024, v. 11, n. 12, p. 1252, doi. 10.3390/bioengineering11121252

By:

Rajendran, Jegan;
Wilson Sukumari, Nimi;
Jose, P. Subha Hency;
Rajendran, Manikandan;
Saikia, Manob Jyoti

Publication type:

Article

Ensemble Fusion Models Using Various Strategies and Machine Learning for EEG Classification.

Published in:

Bioengineering (Basel), 2024, v. 11, n. 10, p. 986, doi. 10.3390/bioengineering11100986

By:

Prabhakar, Sunil Kumar;
Lee, Jae Jun;
Won, Dong-Ok

Publication type:

Article

Automatic Classification of Anomalous ECG Heartbeats from Samples Acquired by Compressed Sensing.

Published in:

Bioengineering (Basel), 2024, v. 11, n. 9, p. 883, doi. 10.3390/bioengineering11090883

By:

Picariello, Enrico;
Picariello, Francesco;
Tudosa, Ioan;
Rajan, Sreeraman;
De Vito, Luca

Publication type:

Article

Electroretinogram Analysis Using a Short-Time Fourier Transform and Machine Learning Techniques.

Published in:

Bioengineering (Basel), 2024, v. 11, n. 9, p. 866, doi. 10.3390/bioengineering11090866

By:

Albasu, Faisal;
Kulyabin, Mikhail;
Zhdanov, Aleksei;
Dolganov, Anton;
Ronkin, Mikhail;
Borisov, Vasilii;
Dorosinsky, Leonid;
Constable, Paul A.;
Al-masni, Mohammed A.;
Maier, Andreas

Publication type:

Article

Optimizing RNNs for EMG Signal Classification: A Novel Strategy Using Grey Wolf Optimization.

Published in:

Bioengineering (Basel), 2024, v. 11, n. 1, p. 77, doi. 10.3390/bioengineering11010077

By:

Aviles, Marcos;
Alvarez-Alvarado, José Manuel;
Robles-Ocampo, Jose-Billerman;
Sevilla-Camacho, Perla Yazmín;
Rodríguez-Reséndiz, Juvenal

Publication type:

Article

Classification of EEG Signals Based on Sparrow Search Algorithm-Deep Belief Network for Brain-Computer Interface.

Published in:

Bioengineering (Basel), 2024, v. 11, n. 1, p. 30, doi. 10.3390/bioengineering11010030

By:

Wang, Shuai;
Luo, Zhiguo;
Zhao, Shaokai;
Zhang, Qilong;
Liu, Guangrong;
Wu, Dongyue;
Yin, Erwei;
Chen, Chao

Publication type:

Article

Gesture Classification in Electromyography Signals for Real-Time Prosthetic Hand Control Using a Convolutional Neural Network-Enhanced Channel Attention Model.

Published in:

Bioengineering (Basel), 2023, v. 10, n. 11, p. 1324, doi. 10.3390/bioengineering10111324

By:

Yu, Guangjie;
Deng, Ziting;
Bao, Zhenchen;
Zhang, Yue;
He, Bingwei

Publication type:

Article

Classifying Heart-Sound Signals Based on CNN Trained on MelSpectrum and Log-MelSpectrum Features.

Published in:

Bioengineering (Basel), 2023, v. 10, n. 6, p. 645, doi. 10.3390/bioengineering10060645

By:

Chen, Wei;
Zhou, Zixuan;
Bao, Junze;
Wang, Chengniu;
Chen, Hanqing;
Xu, Chen;
Xie, Gangcai;
Shen, Hongmin;
Wu, Huiqun

Publication type:

Article

Unsupervised Learning-Based Non-Invasive Fetal ECG Muti-Level Signal Quality Assessment.

Published in:

Bioengineering (Basel), 2023, v. 10, n. 1, p. 66, doi. 10.3390/bioengineering10010066

By:

Shi, Xintong;
Yamamoto, Kohei;
Ohtsuki, Tomoaki;
Matsui, Yutaka;
Owada, Kazunari

Publication type:

Article

Electroencephalogram-Based Motor Imagery Signals Classification Using a Multi-Branch Convolutional Neural Network Model with Attention Blocks.

Published in:

Bioengineering (Basel), 2022, v. 9, n. 7, p. 323, doi. 10.3390/bioengineering9070323

By:

Altuwaijri, Ghadir Ali;
Muhammad, Ghulam

Publication type:

Article

Rotational Doppler Signal Classification Based on Support Vector Machine.

Published in:

Photonics, 2025, v. 12, n. 4, p. 380, doi. 10.3390/photonics12040380

By:

Qiu, Song;
Zheng, Jin;
Xiong, Minghui

Publication type:

Article

MSDP-GAPCNN: MODWT Based Statistical Distribution Patterns and Global Average Pooling Convolutional Neural Network for Improved Infant Cry Classification.

Published in:

Traitement du Signal, 2025, v. 42, n. 2, p. 1085, doi. 10.18280/ts.420240

By:

T., Jayasree;
S., Blessy

Publication type:

Article

Classification of ECG Signals Based on MIT-BIH Dataset Using Bi-LSTM Model for Assisting Cardiologists Diagnosis.

Published in:

Traitement du Signal, 2024, v. 41, n. 6, p. 3245, doi. 10.18280/ts.410640

By:

Irid, Sidi Mohammed Hadj;
Moussaoui, Djilali;
Hadjila, Mourad;
Azzoug, Omar

Publication type:

Article

Two Class Motor Imagery EEG Signal Classification for BCI Using LDA and SVM.

Published in:

Traitement du Signal, 2024, v. 41, n. 5, p. 2743, doi. 10.18280/ts.410547

By:

Kanagaluru, Venkatesh;
Sasikala, M.

Publication type:

Article

Electromagnetic Signal Anomaly Detection and Classification Methods Based on Deep Learning.

Published in:

Traitement du Signal, 2024, v. 41, n. 1, p. 411, doi. 10.18280/ts.410135

By:

Wanfang Gao

Publication type:

Article

Enhancing Myoelectric Signal Classification Through Conditional Spectral Moments and Wavelet-Enhanced Time-Domain Descriptors.

Published in:

Traitement du Signal, 2024, v. 41, n. 1, p. 293, doi. 10.18280/ts.410124

By:

Murugiah, Emimal;
William, Jino Hans;
Mariapushpam, Inbamalar Tharcis;
Nesaian, Mahiban Lindsay

Publication type:

Article

Enhancing ECG Signal Classification Accuracy Through Gaussian Modeling Method.

Published in:

Traitement du Signal, 2023, v. 40, n. 4, p. 1425, doi. 10.18280/ts.400411

By:

Fadhel, Ahmed A.;
Hasan, Hamid M.

Publication type:

Article

EMG Signal Classification Using Deep Learning and Time Domain Descriptors-Based Feature Extraction for Hand Grip Movement Recognition.

Published in:

Traitement du Signal, 2023, v. 40, n. 3, p. 949, doi. 10.18280/ts.400311

By:

Ari, Ali

Publication type:

Article

ECG Signal Classification Using DWT, MFCC and SVM Classifier.

Published in:

Traitement du Signal, 2023, v. 40, n. 1, p. 335, doi. 10.18280/ts.400133

By:

Toulni, Youssef;
Nsiri, Benayad;
Drissi, Taoufiq Belhoussine

Publication type:

Article

Marine Distributed Radar Signal Identification and Classification Based on Deep Learning.

Published in:

Traitement du Signal, 2021, v. 38, n. 5, p. 1541, doi. 10.18280/ts.380531

By:

Chang Liu;
Antypenko, Ruslan;
Sushko, Iryna;
Zakharchenko, Oksana;
Ji Wang

Publication type:

Article

Signal Dynamics Analysis for Epileptic Seizure Classification on EEG Signals.

Published in:

Traitement du Signal, 2021, v. 38, n. 1, p. 73, doi. 10.18280/ts.380107

By:

Sugondo Hadiyoso;
Inung Wijayanto;
Annisa Humairani

Publication type:

Article

A Computationally Efficient Estimation Algorithm for Direction of Arrival in Double Parallel Linear Array.

Published in:

Traitement du Signal, 2020, v. 37, n. 3, p. 443, doi. 10.18280/ts.370311

By:

Guicai Yu

Publication type:

Article

Autoregressive Modeling Based Empirical Mode Decomposition (EMD) for Epileptic Seizures Detection Using EEG Signals.

Published in:

Traitement du Signal, 2019, v. 36, n. 3, p. 273, doi. 10.18280/ts.360311

By:

Rafik, Djemili;
Larbi, Boubchir

Publication type:

Article

Deep Learning Based Recurrent Neural Network Model for Stress Detection in EEG Signals.

Published in:

Revue d'Intelligence Artificielle, 2024, v. 38, n. 3, p. 979, doi. 10.18280/ria.380323

By:

Mhaouch, Ayoub;
Fradi, Marwa;
Gtifa, Wafa;
Ben Abdelali, Abdesslem;
Machhout, Mohsen

Publication type:

Article

Automatic Modulation Recognition for Optimization Digital Communication Signals by the Spotted Hyena Optimizer.

Published in:

Ingénierie des Systèmes d'Information, 2025, v. 30, n. 2, p. 329, doi. 10.18280/isi.300204

By:

Obeas, Zainab Kadhm;
Ahmed, Asraa Safaa;
Hamed, Ebtehal Akeel

Publication type:

Article

EEG Signals Classification Using Novel Acquisition Protocol for Lie Detection System.

Published in:

Ingénierie des Systèmes d'Information, 2025, v. 30, n. 1, p. 157, doi. 10.18280/isi.300113

By:

Hamza, Hamza Waleed;
Al-Hamadani, Ammar A.;
Al-Qazzaz, Noor Kamal

Publication type:

Article

基于相位变换和 CNN-BiLSTM 的自动调制识别算法.

Published in:

Telecommunication Engineering, 2024, v. 64, n. 11, p. 1780, doi. 10.20079/j.issn.1001-893x.230918001

By:

胡国乐;
李鹏;
林事力;
纵彪

Publication type:

Article

一种基于平行稀疏阵列虚拟孔洞填充的二维 DOA 估计算法.

Published in:

Telecommunication Engineering, 2023, v. 63, n. 10, p. 1531, doi. 10.20079/j.issn.1001-893x.220516001

By:

王嘉伟;
杨赟秀;
陈文东;
舒勤

Publication type:

Article

基于三维特征的雷达信号脉内调制识别.

Published in:

Telecommunication Engineering, 2020, v. 60, n. 3, p. 279, doi. 10.3969/j.issn.1001-893x.2020.03.006

By:

杨洁;
弋佳东

Publication type:

Article

一种基于高阶累积量的复杂调制样式识别方法.

Published in:

Telecommunication Engineering, 2019, v. 59, n. 8, p. 925, doi. 10.3969/j.issn.1001-893x.2019.08.011

By:

解摇辉;
姚智刚;
马俊涛;
吕摇萌;
史摇林

Publication type:

Article

Deep Learning Approach to Classification of Acoustic Signals Using Information Features.

Published in:

Doklady Mathematics, 2023, v. 108, p. S196, doi. 10.1134/S1064562423701065

By:

Lysenko, P. V.;
Nasonov, I. A.;
Galyaev, A. A.;
Berlin, L. M.

Publication type:

Article

Journal of Chongqing University of Posts & Telecommunications (Natural Science Edition) / Chongqing Youdian Daxue Xuebao (Ziran Kexue Ban), 2025, v. 37, n. 2, p. 295, doi. 10.3979/j.issn.1673-825X.202403180057

By:

舒禹程;
牟沁怡;
乔丽红;
肖斌;
李伟生

Publication type:

Article