Works about SIGNAL classification

Results: 1006

Acoustic emission analysis and signal classification for damage modes in UD carbon/epoxy composites.

Published in:

Express Polymer Letters, 2025, v. 19, n. 8, p. 809, doi. 10.3144/expresspolymlett.2025.62

By:

Marton, Gergő Zsolt;
Balogh, Fanni;
Szebényi, Gábor

Publication type:

Article

Enhanced Graph Attention Network by Integrating Transformer for Epileptic EEG Identification.

Published in:

International Journal of Neural Systems, 2025, v. 35, n. 8, p. 1, doi. 10.1142/S0129065725500376

By:

Xie, Zhenhua;
Lian, Jian;
Wang, Dong

Publication type:

Article

A Frequency-Selective Multi-Window Attention Model for EEG Motor Imagery Classification.

Published in:

Engineering Letters, 2025, v. 33, n. 7, p. 2864

By:

Yixin Wang;
Tianwei Shi;
Xintong Ye

Publication type:

Article

A Brain-Computer Interface Four-class Classification Algorithm Integrating a Custom Spiking Neural Network with Attention Mechanisms.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 7, p. 1

By:

Ying-Jie Jia;
Tian-Wei Shi;
Ling Ren;
Wen-Hua Cui

Publication type:

Article

EEG Signal Classification Using Bayesian-Optimized Neural Networks in IoMT Systems.

Published in:

Journal of Computing & Information Technology, 2025, v. 33, n. 2, p. 109, doi. 10.20532/cit.2025.1005997

By:

Shaker Alnaily, Rana Raad

Publication type:

Article

Improved Firefly Algorithm-Optimized ResNet18 for Partial Discharge Pattern Recognition Within Small-Sample Scenarios.

Published in:

Processes, 2025, v. 13, n. 6, p. 1764, doi. 10.3390/pr13061764

By:

Yao, Yuhai;
Gu, Jun;
Li, Tianle;
Zhang, Ying;
Jia, Zihao;
Zhao, Qiao;
Zhang, Jingrui

Publication type:

Article

Dynamic Q value wavelet transform for IF estimation and seizure detection via QT plane-CNN framework.

Published in:

EURASIP Journal on Advances in Signal Processing, 2025, v. 2025, n. 1, p. 1, doi. 10.1186/s13634-025-01229-4

By:

Abraham, Amaya Rose;
Nishad, Anurag;
Jaipuria, Mihir;
Upadhyay, Abhay;
Baudha, Sudeep

Publication type:

Article

Enhanced Ultrasound Classification of Microemboli Using Convolutional Neural Network.

Published in:

International Journal of Information Technology & Decision Making, 2023, v. 22, n. 4, p. 1169, doi. 10.1142/S0219622022500742

By:

Tafsast, Abdelghani;
Khelalef, Aziz;
Ferroudji, Karim;
Hadjili, Mohamed Laid;
Bouakaz, Ayache;
Benoudjit, Nabil

Publication type:

Article

Classification of acoustic emission signals in wood damage and fracture process based on empirical mode decomposition, discrete wavelet transform methods, and selected features.

Published in:

Journal of Wood Science, 2021, v. 67, n. 1, p. 1, doi. 10.1186/s10086-021-01990-8

By:

Zhang, Meilin;
Zhang, Qinghui;
Li, Junqiu;
Xu, Jiale;
Zheng, Jiawen

Publication type:

Article

FPGA-accelerated hybrid CNN-LSTM system for efficient EEG-based drowsiness recognition: FPGA-accelerated hybrid CNN-LSTM system...: R. M. R. Yanamala, M. Pullakandam.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 3, p. 1, doi. 10.1007/s11227-025-06947-y

By:

Yanamala, Rama Muni Reddy;
Pullakandam, Muralidhar

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

Active noise cancellation using hybrid CNN-LSTM classification and genetic algorithm-based community detection extraction with LMS noise filtering process.

Published in:

Noise Control Engineering Journal, 2024, v. 72, n. 6, p. 577

By:

Daniel, V. D. M. Jabez;
Mythili, C.

Publication type:

Article

Classification of Bearing Fault Signals in Rotating Machinery Using Neural Networks.

Published in:

Journal Européen des Systèmes Automatisés, 2025, v. 58, n. 1, p. 89, doi. 10.18280/jesa.580110

By:

Devarapalli, Retz Mahima;
Kontham, Raja Kumar;
Kontham, John David Christopher

Publication type:

Article

A Comparative Study of Multi-Layer Perceptron and Jordan Recurrent Neural Networks for Signals Classification in a Robotic System.

Published in:

Journal Européen des Systèmes Automatisés, 2023, v. 56, n. 4, p. 547, doi. 10.18280/jesa.560404

By:

Alobaidy, Muhamad Azhar Abdilatef;
Saeed, Saad Zaghlul

Publication type:

Article

КЛАСИФІКАЦІЯ СИГНАЛІВ З ЦИФРОВОЮ МОДУЛЯЦІЄЮ ΠΑΡΑΜΕТРІВ З ВИКОРИСТАННЯМ SG-СТАТИСТИКИ.

Published in:

Cybernetics & Systems Analysis / Kibernetiki i Sistemnyj Analiz, 2025, n. 3, p. 176

By:

КОСТЕНКО, П. Ю.;
ВАСЮТА, К. С.;
СЛОБОДЯНЮК, В. В.;
КАЧАЙЛО, Р. О.

Publication type:

Article

基于多传感器数据融合及GAN的齿轮箱故障诊断方法.

Published in:

Journal of Mechanical Strength / Jixie Qiangdu, 2025, v. 47, n. 6, p. 37, doi. 10.16579/j.issn.1001.9669.2025.06.005

By:

杨星宇;
宋春生;
吴啸阳

Publication type:

Article

Nonparametric semi-supervised classification with application to signal detection in high energy physics.

Published in:

Statistical Methods & Applications, 2022, v. 31, n. 3, p. 531, doi. 10.1007/s10260-021-00585-3

By:

Casa, Alessandro;
Menardi, Giovanna

Publication type:

Article

Brain Signals Classification Based on Fuzzy Lattice Reasoning.

Published in:

Mathematics (2227-7390), 2021, v. 9, n. 9, p. 1063, doi. 10.3390/math9091063

By:

Vrochidou, Eleni;
Lytridis, Chris;
Bazinas, Christos;
Papakostas, George A.;
Wagatsuma, Hiroaki;
Kaburlasos, Vassilis G.;
Simos, Theodore E.

Publication type:

Article

A Time-Frequency Based Approach for Acoustic Emission Assessment of Sliding Wear.

Published in:

Lubricants (2075-4442), 2020, v. 8, n. 5, p. 52, doi. 10.3390/lubricants8050052

By:

Rastegaev, Igor;
Merson, Dmitry;
Rastegaeva, Inna;
Vinogradov, Alexei

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

A Drone Sound Recognition Approach Using Adaptive Feature Fusion and Cross-Attention Feature Enhancement.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 8, p. 1491, doi. 10.3390/electronics14081491

By:

Ren, Junxiao;
Wang, Zijia;
Zhao, Ji;
Liu, Xinggui

Publication type:

Article

HCTC: Hybrid Convolutional Transformer Classifier for Automatic Modulation Recognition.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 19, p. 3969, doi. 10.3390/electronics13193969

By:

Ruikar, Jayesh Deorao;
Park, Do-Hyun;
Kwon, Soon-Young;
Kim, Hyoung-Nam

Publication type:

Article

Direction of Arrival Estimation Based on DNN and CNN.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 19, p. 3866, doi. 10.3390/electronics13193866

By:

Cao, Wu;
Ren, Wen;
Zhang, Zhenyu;
Huang, Weiqiang;
Zou, Jun;
Liu, Guangzu

Publication type:

Article

Effective Sample Selection and Enhancement of Long Short-Term Dependencies in Signal Detection: HDC-Inception and Hybrid CE Loss.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 16, p. 3194, doi. 10.3390/electronics13163194

By:

Wang, Yingbin;
Wang, Weiwei;
Chen, Yuexin;
Su, Xinyu;
Chen, Jinming;
Yang, Wenhai;
Li, Qiyue;
Duan, Chongdi

Publication type:

Article

Benchmarking Time-Frequency Representations of Phonocardiogram Signals for Classification of Valvular Heart Diseases Using Deep Features and Machine Learning.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 15, p. 2912, doi. 10.3390/electronics13152912

By:

Chambi, Edwin M.;
Cuela, Jefry;
Zegarra, Milagros;
Sulla, Erasmo;
Rendulich, Jorge

Publication type:

Article

Methods for Magnetic Signature Comparison Evaluation in Vehicle Re-Identification Context.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 14, p. 2722, doi. 10.3390/electronics13142722

By:

Balamutas, Juozas;
Navikas, Dangirutis;
Markevicius, Vytautas;
Cepenas, Mindaugas;
Valinevicius, Algimantas;
Zilys, Mindaugas;
Prauzek, Michal;
Konecny, Jaromir;
Frivaldsky, Michal;
Li, Zhixiong;
Andriukaitis, Darius

Publication type:

Article

Heart Sound Signals Classification with Image Conversion Employed.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 7, p. 1179, doi. 10.3390/electronics13071179

By:

Deng, Erqiang;
Jia, Yibei;
Zhu, Guobin;
Zhou, Erqiang

Publication type:

Article

Enhancing Motor Imagery Electroencephalography Classification with a Correlation-Optimized Weighted Stacking Ensemble Model.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 6, p. 1033, doi. 10.3390/electronics13061033

By:

Ahmadi, Hossein;
Mesin, Luca

Publication type:

Article

Classification of Partial Discharge in Vehicle-Mounted Cable Termination of High-Speed Electric Multiple Unit: A Machine Learning-Based Approach.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 3, p. 495, doi. 10.3390/electronics13030495

By:

Yang, Yanhua;
Li, Jiali;
Chen, Zhenbao;
Liu, Yong-Chao;
Chen, Kui;
Liu, Kai;
Xin, Dong-Li;
Gao, Guoqiang;
Wu, Guangning

Publication type:

Article

An Electrocardiogram Classification Using a Multiscale Convolutional Causal Attention Network.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 2, p. 326, doi. 10.3390/electronics13020326

By:

Guo, Chaoqun;
Yin, Bo;
Hu, Jianping

Publication type:

Article

A Novel Complex-Valued Hybrid Neural Network for Automatic Modulation Classification.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 20, p. 4380, doi. 10.3390/electronics12204380

By:

Xu, Zhaojing;
Hou, Shunhu;
Fang, Shengliang;
Hu, Huachao;
Ma, Zhao

Publication type:

Article

Quantifying Coincidence in Non-Uniform Time Series with Mutual Graph Approximation: Speech and ECG Examples.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 20, p. 4228, doi. 10.3390/electronics12204228

By:

Augustyniak, Piotr;
Ślusarczyk, Grażyna

Publication type:

Article

Deep Comparisons of Neural Networks from the EEGNet Family.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 12, p. 2743, doi. 10.3390/electronics12122743

By:

Köllőd, Csaba Márton;
Adolf, András;
Iván, Kristóf;
Márton, Gergely;
Ulbert, István

Publication type:

Article

CNN-Transformer for Microseismic Signal Classification.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 11, p. 2468, doi. 10.3390/electronics12112468

By:

Zhang, Xingli;
Wang, Xiaohong;
Zhang, Zihan;
Wang, Zhihui

Publication type:

Article

A Novel Automated Empirical Mode Decomposition (EMD) Based Method and Spectral Feature Extraction for Epilepsy EEG Signals Classification.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 9, p. 1958, doi. 10.3390/electronics12091958

By:

Murariu, Mădălina-Giorgiana;
Dorobanțu, Florica-Ramona;
Tărniceriu, Daniela

Publication type:

Article

Voting-Based Deep Convolutional Neural Networks (VB-DCNNs) for M-QAM and M-PSK Signals Classification.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 8, p. 1913, doi. 10.3390/electronics12081913

By:

Talha, Muhammad;
Sarfraz, Mubashar;
Rahman, Atta;
Ghauri, Sajjad A.;
Mohammad, Rami M.;
Krishnasamy, Gomathi;
Alkharraa, Mariam

Publication type:

Article

Electromyogram (EMG) Signal Classification Based on Light-Weight Neural Network with FPGAs for Wearable Application.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 6, p. 1398, doi. 10.3390/electronics12061398

By:

Choi, Hyun-Sik

Publication type:

Article

Motor Imaging EEG Signal Recognition of ResNet18 Network Based on Deformable Convolution.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 22, p. 3674, doi. 10.3390/electronics11223674

By:

Du, Xiuli;
Li, Kai;
Lv, Yana;
Qiu, Shaoming

Publication type:

Article

Identifying the Acoustic Source via MFF-ResNet with Low Sample Complexity.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 21, p. 3578, doi. 10.3390/electronics11213578

By:

Cui, Min;
Liu, Yang;
Wang, Yanbo;
Wang, Pan

Publication type:

Article

Arrhythmia Detection Based on WGAN-GP and SE-ResNet1D.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 21, p. 3427, doi. 10.3390/electronics11213427

By:

Qin, Jing;
Gao, Fujie;
Wang, Zumin;
Liu, Lu;
Ji, Changqing

Publication type:

Article

Research on Signal Modulation Classification under Low SNR Based on ResNext Network.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 17, p. 2662, doi. 10.3390/electronics11172662

By:

Zou, Binghang;
Yan, Hanzhi;
Wang, Faquan;
Zhou, Yucheng;
Zeng, Xiaodong

Publication type:

Article

Classification of Atrial Fibrillation and Congestive Heart Failure Using Convolutional Neural Network with Electrocardiogram.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 15, p. 2456, doi. 10.3390/electronics11152456

By:

Fu'adah, Yunendah Nur;
Lim, Ki Moo

Publication type:

Article

FPGA-Based Hardware Accelerator on Portable Equipment for EEG Signal Patterns Recognition.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 15, p. 2410, doi. 10.3390/electronics11152410

By:

Xie, Yu;
Majoros, Tamás;
Oniga, Stefan

Publication type:

Article

ECG Heartbeat Classification Using CONVXGB Model.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 15, p. 2280, doi. 10.3390/electronics11152280

By:

Rawi, Atiaf A.;
Elbashir, Murtada K.;
Ahmed, Awadallah M.

Publication type:

Article

Virtual/Augmented Reality for Rehabilitation Applications Using Electromyography as Control/Biofeedback: Systematic Literature Review.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 14, p. N.PAG, doi. 10.3390/electronics11142271

By:

Toledo-Peral, Cinthya Lourdes;
Vega-Martínez, Gabriel;
Mercado-Gutiérrez, Jorge Airy;
Rodríguez-Reyes, Gerardo;
Vera-Hernández, Arturo;
Leija-Salas, Lorenzo;
Gutiérrez-Martínez, Josefina

Publication type:

Article

Electrocardiogram Signal Classification Based on Mix Time-Series Imaging.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 13, p. N.PAG, doi. 10.3390/electronics11131991

By:

Cai, Hao;
Xu, Lingling;
Xu, Jianlong;
Xiong, Zhi;
Zhu, Changsheng

Publication type:

Article

A Miniaturized Closed-Loop Optogenetic Brain Stimulation Device.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 10, p. N.PAG, doi. 10.3390/electronics11101591

By:

Sudha Kumari, Lekshmy;
Kouzani, Abbas Z.

Publication type:

Article

Research on Modulation Signal Recognition Based on CLDNN Network.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 9, p. N.PAG, doi. 10.3390/electronics11091379

By:

Zou, Binghang;
Zeng, Xiaodong;
Wang, Faquan

Publication type:

Article

A Survey on EEG Signal Processing Techniques and Machine Learning: Applications to the Neurofeedback of Autobiographical Memory Deficits in Schizophrenia.

Published in:

Electronics (2079-9292), 2021, v. 10, n. 23, p. 3037, doi. 10.3390/electronics10233037

By:

Luján, Miguel Ángel;
Jimeno, María Verónica;
Mateo Sotos, Jorge;
Ricarte, Jorge Javier;
Borja, Alejandro L.

Publication type:

Article

IQ-Data-Based WiFi Signal Classification Algorithm Using the Choi-Williams and Margenau-Hill-Spectrogram Features: A Case in Human Activity Recognition.

Published in:

Electronics (2079-9292), 2021, v. 10, n. 19, p. 2368, doi. 10.3390/electronics10192368

By:

Lin, Yier;
Yang, Fan

Publication type:

Article