Works matching DE "SIGNAL classification"

Results: 1050

A Two-Step Method for Impact Source Localization in Operational Water Pipelines Using Distributed Acoustic Sensing.

Published in:

Sensors (14248220), 2025, v. 25, n. 15, p. 4859, doi. 10.3390/s25154859

By:

Wei, Haonan;
Liu, Yi;
Hao, Zejia

Publication type:

Article

Steady-State Visual-Evoked-Potential–Driven Quadrotor Control Using a Deep Residual CNN for Short-Time Signal Classification.

Published in:

Sensors (14248220), 2025, v. 25, n. 15, p. 4779, doi. 10.3390/s25154779

By:

Chen, Jiannan;
Yang, Chenju;
Wei, Rao;
Hua, Changchun;
Mu, Dianrui;
Sun, Fuchun

Publication type:

Article

A Contrastive Representation Learning Method for Event Classification in Φ-OTDR Systems.

Published in:

Sensors (14248220), 2025, v. 25, n. 15, p. 4744, doi. 10.3390/s25154744

By:

Zhang, Tong;
Peng, Xinjie;
Liu, Yifan;
Yin, Kaiyang;
Li, Pengfei

Publication type:

Article

Automatic Classification of 5G Waveform-Modulated Signals Using Deep Residual Networks.

Published in:

Sensors (14248220), 2025, v. 25, n. 15, p. 4682, doi. 10.3390/s25154682

By:

Ben Chikha, Haithem;
Alaerjan, Alaa;
Jabeur, Randa

Publication type:

Article

Investigation of Personalized Visual Stimuli via Checkerboard Patterns Using Flickering Circles for SSVEP-Based BCI System †.

Published in:

Sensors (14248220), 2025, v. 25, n. 15, p. 4623, doi. 10.3390/s25154623

By:

Siribunyaphat, Nannaphat;
Tohkhwan, Natjamee;
Punsawad, Yunyong

Publication type:

Article

DualBranch-AMR: A Semi-Supervised AMR Method Based on Dual-Student Consistency Regularization with Dynamic Stability Evaluation.

Published in:

2025

By:

Ma, Jiankun;
Zhang, Zhenxi;
Zhang, Linrun;
Li, Yu;
Tan, Haoyue;
Shi, Xiaoran;
Zhou, Feng

Publication type:

Conference Paper/Materials

Sparse Decomposition-Based Anti-Spoofing Framework for GNSS Receiver: Spoofing Detection, Classification, and Position Recovery.

Published in:

Remote Sensing, 2025, v. 7, n. 15, p. 2703, doi. 10.3390/rs17152703

By:

He, Yuxin;
Zhuang, Xuebin;
Xu, Bing

Publication type:

Article

Identification of Environmental Noise Traces in Seismic Recordings Using Vision Transformer and Mel-Spectrogram.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 15, p. 8586, doi. 10.3390/app15158586

By:

Ding, Qianlong;
Chen, Shuangquan;
Shen, Jinsong;
Wang, Borui

Publication type:

Article

Signal-Guided Multitask Learning for Myocardial Infarction Classification Using Images of Electrocardiogram.

Published in:

Cardiology, 2025, v. 150, n. 4, p. 347, doi. 10.1159/000542399

By:

Park, Bo Eun;
Shon, Byungeun;
Cho, Jungrae;
Jung, Min-Su;
Park, Jong Sung;
Kim, Myeong Seop;
Lee, Eunkyu;
Choi, Hyohun;
Park, Hyuk Kyoon;
Park, Yoon Jung;
Kim, Hong Nyun;
Kim, Namkyun;
Bae, Myung Hwan;
Lee, Jang Hoon;
Yang, Dong Heon;
Park, Hun Sik;
Cho, Yongkeun;
Jeong, Sungmoon;
Jang, Se Yong

Publication type:

Article

ENHANCED EEG SIGNAL CLASSIFICATION FOR AUTISM SPECTRUM DISORDER USING RIEMANNIAN GEOMETRY AND ENSEMBLE LEARNING TECHNIQUES.

Published in:

Kufa Journal of Engineering, 2025, v. 16, n. 3, p. 176, doi. 10.30572/2018/KJE/160312

By:

Alzubaydi, Hajir;
Alyasseri, Zaid

Publication type:

Article

Improvements from incorporating machine learning algorithms into near real-time operational post-processing.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-14491-1

By:

Tepp, Gabrielle;
Yu, Ellen;
Bhaskaran, Aparna;
Tam, Ryan;
Zhu, Weiqiang;
Newman, Zackary;
Jaski, Erika;
Scheckel, Nick

Publication type:

Article

Partial vs. Corona Discharges in XLPE-Covered Conductors: High-Resolution Antenna Dataset for ML Applications.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05627-z

By:

Kabot, Ondřej;
Klein, Lukáš;
Slanina, Zdeněk;
Prokop, Lukáš

Publication type:

Article

Effective energy detection using machine learning techniques for cooperative sensing in cognitive radio networks.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 26, p. 31047, doi. 10.1007/s11042-024-20343-3

By:

Veerappan, Kavitha;
Seetharaman, G.

Publication type:

Article

Signal Recognition and Prediction of Water‐Bearing Concrete Under Axial Compression Using Acoustic Emission and Machine Learning.

Published in:

Structural Control & Health Monitoring, 2025, v. 2025, p. 1, doi. 10.1155/stc/6633988

By:

Yu, Aiping;
Liu, Tao;
Miao, Tianjiao;
Chen, Xuandong;
Deng, Xuelian;
Fu, Feng;
Cha, Young-Jin

Publication type:

Article

A Dynamic Spike Sorter for Multiscale Nanoelectrode Array Recordings.

Published in:

Advanced Materials Interfaces, 2025, v. 12, n. 14, p. 1, doi. 10.1002/admi.202500158

By:

Shukla, Shivani;
Walsh, Callum;
Bansal, Shashank;
Leugering, Johannes;
Uppal, Abhinav;
Jaltare, Vikrant;
Cauwenberghs, Gert;
Chalasani, Sreekanth H.;
Jahed, Zeinab

Publication type:

Article

Automated diagnosis of EEG abnormalities with different classification techniques.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 12, p. 3363, doi. 10.1007/s11517-023-02843-w

By:

Abdellatef, Essam;
Emara, Heba M.;
Shoaib, Mohamed R.;
Ibrahim, Fatma E.;
Elwekeil, Mohamed;
El-Shafai, Walid;
Taha, Taha E.;
El-Fishawy, Adel S.;
El-Rabaie, El-Sayed M.;
Eldokany, Ibrahim M.;
Abd El-Samie, Fathi E.

Publication type:

Article

Motor intent recognition of multi-feature fusion EEG signals by UMAP algorithm.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 10, p. 2665, doi. 10.1007/s11517-023-02878-z

By:

Du, Yushan;
Sui, Jiaxin;
Wang, Shiwei;
Fu, Rongrong;
Jia, Chengcheng

Publication type:

Article

Study on the methods of feature extraction based on electromyographic signal classification.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 7, p. 1773, doi. 10.1007/s11517-023-02812-3

By:

Zhang, Xiaoyan;
Zhang, Mengru

Publication type:

Article

Multi-band spatial feature extraction and classification for motor imaging EEG signals based on OSFBCSP-GAO-SVM model: EEG signal processing.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 6, p. 1581, doi. 10.1007/s11517-023-02793-3

By:

Shang, Yong;
Gao, Xing;
An, Aimin

Publication type:

Article

A novel approach for SEMG signal classification with adaptive local binary patterns.

Published in:

2016

By:

Ertuğrul, Ömer;
Kaya, Yılmaz;
Tekin, Ramazan;
Ertuğrul, Ömer Faruk;
Kaya, Yılmaz

Publication type:

journal article

Using Machine Learning Algorithm to Describe the Connection between the Types and Characteristics of Music Signal.

Published in:

Complexity, 2021, p. 1, doi. 10.1155/2021/5577486

By:

Sun, Bo

Publication type:

Article

BulkVis: a graphical viewer for Oxford nanopore bulk FAST5 files.

Published in:

Bioinformatics, 2019, v. 35, n. 13, p. 2193, doi. 10.1093/bioinformatics/bty841

By:

Payne, Alexander;
Holmes, Nadine;
Rakyan, Vardhman;
Loose, Matthew

Publication type:

Article

Fault diagnosis for vehicle air conditioning blower using deep learning neural network.

Published in:

Journal of Low Frequency Noise, Vibration & Active Control, 2022, v. 41, n. 3, p. 910, doi. 10.1177/14613484221085891

By:

Wu, Jian-Da;
Ke, Jun-Yuan;
Shih, Fan-Yu;
Shyr, Wen-Jye

Publication type:

Article

Stacked sparse autoencoder in cavitation noise signal data classification of hydro turbine based on power spectrum.

Published in:

Journal of Low Frequency Noise, Vibration & Active Control, 2020, v. 39, n. 2, p. 233, doi. 10.1177/1461348419830815

By:

Kang, Ziyang;
Feng, Chi;
Wan, Xiaoqing;
Liu, Zhiliang;
Chen, Liwei

Publication type:

Article

Time–Frequency Transformations for Enhanced Biomedical Signal Classification with Convolutional Neural Networks.

Published in:

BioMedInformatics, 2025, v. 5, n. 1, p. 7, doi. 10.3390/biomedinformatics5010007

By:

Lekkas, Georgios;
Vrochidou, Eleni;
Papakostas, George A.

Publication type:

Article

Automated Detection and Classification of Alzheimer's Disease from Brain Images using Machine Learning Techniques.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 4, p. 1241

By:

Venkateswaran, Balaji;
Deepthimahanthi, Divya;
Manasa, J. L. L.;
Sheela Dev, M. V.;
Kant, Gur Sharan;
Krishna, B. Murali

Publication type:

Article

Joint DOD and DOA estimation for bistatic multiple‐input multiple‐output radar target discrimination based on improved unitary ESPRIT method.

Published in:

IET Communications (Wiley-Blackwell), 2018, v. 12, n. 11, p. 1397, doi. 10.1049/iet-com.2017.1086

By:

Gong, Shu;
Xiong, Hailiang;
Peng, Meixuan;
Ding, Xuewen;
Tang, Huaibin

Publication type:

Article

Cumulants‐based modulation classification technique in multipath fading channels.

Published in:

IET Communications (Wiley-Blackwell), 2015, v. 9, n. 6, p. 828, doi. 10.1049/iet-com.2014.0773

By:

Chang, Dah‐Chung;
Shih, Po‐Kuan

Publication type:

Article

A new cumulant estimator in multipath fading channels for digital modulation classification.

Published in:

IET Communications (Wiley-Blackwell), 2014, v. 8, n. 17, p. 2814, doi. 10.1049/iet-com.2014.0175

By:

Liu, Pei;
Shui, Peng‐Lang

Publication type:

Article

Specific emitter identification under extremely small sample conditions via chaotic integration.

Published in:

Electronics Letters (Wiley-Blackwell), 2024, v. 60, n. 14, p. 1, doi. 10.1049/ell2.13269

By:

Zhang, Haotian;
Jiang, Yuan;
Zhao, Lei;
Peng, Bo

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

Channel-Dependent Multilayer EEG Time-Frequency Representations Combined with Transfer Learning-Based Deep CNN Framework for Few-Channel MI EEG Classification.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 6, p. 645, doi. 10.3390/bioengineering12060645

By:

Liu, Ziang;
Fan, Kang;
Gu, Qin;
Ruan, Yaduan

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

A Novel Solution for Real-Time BCI Challenge: Signal Quality and Noise.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part2, p. 3458

By:

Chetan, E. Lakshmi;
Reddy, E. Madhusudhana

Publication type:

Article

EEG Signal Classification using Unsupervised and Supervised Machine Learning Algorithm.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part1, p. 703

By:

Menon, Sanjay S.;
P., Abhay;
Narayanan, Vishnu;
Rashid, Muhammed;
Menon, Hema P.;
Devasia, Davidson

Publication type:

Article

An Experimental Analysis of Various Deep Learning Architectures for the Classification of Cognitive Stimuli based EEG Signals.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2024, v. 10, n. 1, Part 1, p. 250

By:

Sarkar, Prashant Srinivasan;
Mary Kanaga, E. Grace;
Bhuvaneshwari, M.;
Mathew, Joel;
Stephen, Caleb

Publication type:

Article

Optimized Deep Learning Model Using Modified Whale's Optimization Algorithm for EEG Signal Classification.

Published in:

Information Technology & Control, 2023, v. 52, n. 3, p. 744, doi. 10.5755/j01.itc.52.3.33320

By:

Venu, K.;
Natesan, P.

Publication type:

Article

多层稀疏表达的人脸年龄估计.

Published in:

Geomatics & Information Science of Wuhan University, 2021, v. 46, n. 8, p. 1233, doi. 10.13203/j.whugis20190126

By:

廖海斌;
王电化;
陈友斌

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