AIMC Topic: Wavelet Analysis

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A Novel Machine Learning-Based Methodology for Tool Wear Prediction Using Acoustic Emission Signals.

Sensors (Basel, Switzerland) Sep 6, 2021
There is an increasing trend in the industry of knowing in real-time the condition of their assets. In particular, tool wear is a critical aspect, which requires real-time monitoring to reduce costs and scrap in machining processes. Traditionally, fo...
Neural Networks, Computer Machine Learning Algorithms Acoustics Wavelet Analysis
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Prediction of Drug-Target Interactions by Combining Dual-Tree Complex Wavelet Transform with Ensemble Learning Method.

Molecules (Basel, Switzerland) Sep 3, 2021
Identification of drug-target interactions (DTIs) is vital for drug discovery. However, traditional biological approaches have some unavoidable shortcomings, such as being time consuming and expensive. Therefore, there is an urgent need to develop no...
Databases, Protein Receptors, G-Protein-Coupled Enzymes Drug Development Ion Channels Wavelet Analysis Support Vector Machine Receptors, Cytoplasmic and Nuclear
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Damage Localization in Composite Plates Using Wavelet Transform and 2-D Convolutional Neural Networks.

Sensors (Basel, Switzerland) Aug 30, 2021
Nondestructive evaluation of carbon fiber reinforced material structures has received special attention in the last decades. Usage of Ultrasonic Guided Waves (UGW), particularly Lamb waves, has become one of the most popular techniques for damage loc...
Neural Networks, Computer Algorithms Wavelet Analysis
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Interpretation of Electrocardiogram Heartbeat by CNN and GRU.

Computational and mathematical methods in medicine Aug 29, 2021
The diagnosis of electrocardiogram (ECG) is extremely onerous and inefficient, so it is necessary to use a computer-aided diagnosis of ECG signals. However, it is still a challenging problem to design high-accuracy ECG algorithms suitable for the med...
Signal Processing, Computer-Assisted Arrhythmias, Cardiac Computational Biology Electrocardiography Databases, Factual Heart Rate Wavelet Analysis Neural Networks, Computer Deep Learning Humans Monitoring, Ambulatory Wearable Electronic Devices Diagnosis, Computer-Assisted Algorithms
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Forecasting air pollutant concentration using a novel spatiotemporal deep learning model based on clustering, feature selection and empirical wavelet transform.

The Science of the total environment Aug 14, 2021
Accurate forecasting of air pollutant concentration is of great importance since it is an essential part of the early warning system. However, it still remains a challenge due to the limited information of emission source and high uncertainties of th...
Forecasting Deep Learning Cluster Analysis Wavelet Analysis Air Pollutants
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WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Aug 10, 2021
Though widely used in image classification, convolutional neural networks (CNNs) are prone to noise interruptions, i.e. the CNN output can be drastically changed by small image noise. To improve the noise robustness, we try to integrate CNNs with wav...
Image Processing, Computer-Assisted Wavelet Analysis Algorithms Neural Networks, Computer
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Investigation of spectrophotometric simultaneous absorption of Salmeterol and Fluticasone in Seroflo spray by continuous wavelet transform and radial basis function neural network methods.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Jul 17, 2021
In this research, the simultaneous absorption of Salmeterol (SAL) and Fluticasone (FLU) in Seroflo spray was investigated using a spectrophotometric device via employing continuous wavelet transform (CWT) and radial basis function neural network (RBF...
Fluticasone Spectrophotometry Salmeterol Xinafoate Neural Networks, Computer Wavelet Analysis
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CNN-Based Classifier as an Offline Trigger for the CREDO Experiment.

Sensors (Basel, Switzerland) Jul 14, 2021
Gamification is known to enhance users' participation in education and research projects that follow the citizen science paradigm. The Cosmic Ray Extremely Distributed Observatory (CREDO) experiment is designed for the large-scale study of various ra...
Wavelet Analysis Image Processing, Computer-Assisted Artifacts Humans Neural Networks, Computer Machine Learning
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A semi-analytical solution and AI-based reconstruction algorithms for magnetic particle tracking.

PloS one Jul 9, 2021
Magnetic particle tracking is a recently developed technology that can measure the translation and rotation of a particle in an opaque environment like a turbidity flow and fluidized-bed flow. The trajectory reconstruction usually relies on numerical...
Wavelet Analysis Uncertainty Algorithms Magnetometry Neural Networks, Computer Magnetic Fields Artificial Intelligence
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Texture Image Classification Method of Porcelain Fragments Based on Convolutional Neural Network.

Computational intelligence and neuroscience Jun 30, 2021
The texture image decomposition of porcelain fragments based on convolutional neural network is a functional algorithm based on energy minimization. It maps the image to a suitable space and can effectively decompose the image structure, texture, and...
Neural Networks, Computer Algorithms Wavelet Analysis Dental Porcelain
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