• Suche: Machine learning for signal processing

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1

Detecting and measuring respiratory events in horses during exercise with a microphone: deep learning vs. standard signal processing
Parmentier, Jeanne I. M. ; Aarts, Rhana M. ; Hernlund, Elin ; et al.

Signal Processing Machine Learning
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2

Missing Data in Signal Processing and Machine Learning: Models, Methods and Modern Approaches
Hippert-Ferrer, Alexandre ; Sportisse, Aude ; Javaheri, Amirhossein ; et al.

Signal Processing Machine Learning
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3

Comprehensive Framework for Leak Detection in Water Distribution Systems: A Vibration Signal Processing and Machine learning Approach
Hayder Wthaij ; Ajeel Al Ghasheem
Al-Iraqia Journal for Scientific Engineering Research, Vol 4, Iss 2 (2025)

Science Pipeline leak detection,...
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4

Applying Machine Learning Methods to Certain Problems of Digital Signal Processing in Telecommunication Problems
Semenov, V. Yu. ; Semenova, E. V.
Cybernetics and Systems Analysis. :1-8

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5

Automated Detection of Circadian-Dependent Epileptic Biomarkers for Seizure Localization: A Machine Learning and Signal Processing Framework
Gashti, Mehdi Zekriyapanah ; Mohammadpour, Mostafa ; Eshkiki, Hassan ; et al.

Signal Processing 68T05, 92C55 I.5.1; I.2.6
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6

Real-Time Prediction of Disc Cutter Wear in Low-Abrasive Rocks: Integrating Physico-Mechanical Properties and Signal Processing Features Through Machine Learning Methods
Akhlaghi, Mohammad Amir ; Bagherpour, Raheb ; Hoseinie, Seyed Hadi
Arabian Journal for Science and Engineering. 50(16):12513-12537

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7

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings
Al-Shwayyat, Ghazal ; Gerek, Omer Nezih

Audio and Speech Process... Computation and Language Sound Signal Processing
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8

Stochastic Approximation Beyond Gradient for Signal Processing and Machine Learning
Dieuleveut, Aymeric ; Fort, Gersende ; Moulines, Eric ; et al.
IEEE Transactions on Signal Processing. 71:3117-3148

Stochastic approximation Convergence Analysis Compressed Stochastic Gr... Expectation Maximization TD-learning [INFO.INFO-LG]Computer S... …
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10

A novel state of health estimation model for lithium-ion batteries incorporating signal processing and optimized machine learning methods
Zhang, Xing ; Feng, Juqiang ; Cai, Feng ; et al.
Frontiers in Energy. 19(3):348-364

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11

Microseismic signal processing and rockburst disaster identification: A multi-task deep learning and machine learning approach
Chunchi Ma ; Weihao Xu ; Xuefeng Ran ; et al.
Journal of Rock Mechanics and Geotechnical Engineering, Vol 18, Iss 1, Pp 441-456 (2026)

Underground engineering Microseismic signal proc... Deep learning Multi-task Rockburst identification Engineering geology. Roc... …
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12

A Multi-Modal Unsupervised Machine Learning Approach for Biomedical Signal Processing in CPR
Islam, Saidul ; Bentahar, Jamal ; Cohen, Robin ; et al.

Electrical Engineering a... Computer Science - Artif... Computer Science - Machi...
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14

Signal Processing and Machine Learning Algorithms for Precise Timing with PICOSEC Micromegas Detectors
Kallitsopoulou, A. ; Maniatis, I. ; Manthos, I. ; et al.

Instrumentation and Dete...
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16

Leveraging Signal Processing and Machine Learning for Automated Fault Detection in Wind Turbine Drivetrains
Faras Jamil ; Cédric Peeters ; Timothy Verstraeten ; et al.
Wind Energy Science. 10:1963-1978

Signal processing Machine Learning condition monitoring Wind Turbine Fault Detection
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17

Blind estimation of audio effects using an auto-encoder approach and differentiable digital signal processing
Estimation aveugle d'effets audios avec une approche auto-encodeur utilisant du traitement du signal différentiable
Peladeau, Côme ; Peeters, Geoffroy ; Signal, Statistique et Apprentissage (S2A) ; et al.
ICASSP 2024 - 2024 IEEE International Conference on Acoustics. :856-860

Seoul, South Korea Deep learning Neural proxy Differentiable digital s... Audio effects [INFO.INFO-AI]Computer S... …
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18

Hand gesture classification of EMG signal processing using a hyperparameter-tuned deep learning model
M. Shankar ; M. Tamilarasi
Journal of the Chinese Institute of Engineers. :1-17

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19

Time-Vertex Machine Learning for Optimal Sensor Placement in Temporal Graph Signals: Applications in Structural Health Monitoring
Niresi, Keivan Faghih ; Qing, Jun ; Zhao, Mengjie ; et al.

Machine Learning Signal Processing
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20

AcousticWMD: Windows malware detection using machine learning models based on acoustic signal processing
Dinh Phuong Nam ; Nguyen Tan Cam
2025 IEEE 7th Symposium on Computers & Informatics (ISCI). :219-225

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