AIMC Topic: Wavelet Analysis

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Analyzing the Effectiveness of the Brain-Computer Interface for Task Discerning Based on Machine Learning.

Sensors (Basel, Switzerland) Apr 23, 2020
The aim of the study is to compare electroencephalographic (EEG) signal feature extraction methods in the context of the effectiveness of the classification of brain activities. For classification, electroencephalographic signals were obtained using ...
Neural Networks, Computer Machine Learning Algorithms Humans Confidence Intervals Brain-Computer Interfaces Wavelet Analysis Support Vector Machine Electroencephalography Signal Processing, Computer-Assisted
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A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods.

Medical & biological engineering & computing Mar 6, 2020
Sperm morphology, as an indicator of fertility, is a critical tool in semen analysis. In this study, a smartphone-based hybrid system that fully automates the sperm morphological analysis is introduced with the aim of eliminating unwanted human facto...
Deep Learning Smartphone Support Vector Machine Wavelet Analysis Semen Analysis Young Adult Humans Spermatozoa Adult Neural Networks, Computer Image Interpretation, Computer-Assisted Male
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Hyperspectral technique combined with deep learning algorithm for detection of compound heavy metals in lettuce.

Food chemistry Feb 27, 2020
The aim of this research was to develop a deep learning method which involved wavelet transform (WT) and stack convolution auto encoder (SCAE) for extracting compound heavy metals detection deep features of lettuce leaves. WT was used to decompose th...
Lactuca Wavelet Analysis Plant Leaves Least-Squares Analysis Cadmium Support Vector Machine Lead
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A combination of 3-D discrete wavelet transform and 3-D local binary pattern for classification of mild cognitive impairment.

BMC medical informatics and decision making Feb 21, 2020
BACKGROUND: The detection of Alzheimer's Disease (AD) in its formative stages, especially in Mild Cognitive Impairments (MCI), has the potential of helping the clinicians in understanding the condition. The literature review shows that the classifica...
Aged Aged, 80 and over Sensitivity and Specificity Decision Support Techniques Female Magnetic Resonance Imaging Alzheimer Disease Wavelet Analysis Male Cognitive Dysfunction Support Vector Machine Humans Machine Learning Algorithms
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Optimized artificial neural network to improve the accuracy of estimated fault impedances and distances for underground distribution system.

PloS one Jan 30, 2020
This paper proposes an approach to accurately estimate the impedance value of a high impedance fault (HIF) and the distance from its fault location for a distribution system. Based on the three-phase voltage and current waveforms which are monitored ...
Neural Networks, Computer Equipment Failure Electric Impedance Wavelet Analysis Electric Power Supplies
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Scalogram based prediction model for respiratory disorders using optimized convolutional neural networks.

Artificial intelligence in medicine Jan 20, 2020
Auscultation of the lung is a conventional technique used for diagnosing chronic obstructive pulmonary diseases (COPDs) and lower respiratory infections and disorders in patients. In most of the earlier works, wavelet transforms or spectrograms have ...
Wavelet Analysis Humans Neural Networks, Computer Respiratory Sounds Sensitivity and Specificity Lung
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Transfer Learning in ECG Classification from Human to Horse Using a Novel Parallel Neural Network Architecture.

Scientific reports Jan 13, 2020
Automatic or semi-automatic analysis of the equine electrocardiogram (eECG) is currently not possible because human or small animal ECG analysis software is unreliable due to a different ECG morphology in horses resulting from a different cardiac inn...
Neural Networks, Computer Machine Learning Software Algorithms Animals Electrocardiography Humans Heart Rate Signal Processing, Computer-Assisted Horses Arrhythmias, Cardiac Wavelet Analysis
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SVM-Enabled Intelligent Genetic Algorithmic Model for Realizing Efficient Universal Feature Selection in Breast Cyst Image Acquired via Ultrasound Sensing Systems.

Sensors (Basel, Switzerland) Jan 12, 2020
In recent years, there are several cost-effective intelligent sensing systems such as ultrasound imaging systems for visualizing the internal body structures of the body. Further, such intelligent sensing systems such as ultrasound systems have been ...
Fourier Analysis Breast Cyst Support Vector Machine Female Wavelet Analysis Ultrasonography Image Processing, Computer-Assisted Humans
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Forecasting stock prices with long-short term memory neural network based on attention mechanism.

PloS one Jan 3, 2020
The stock market is known for its extreme complexity and volatility, and people are always looking for an accurate and effective way to guide stock trading. Long short-term memory (LSTM) neural networks are developed by recurrent neural networks (RNN...
Humans Neural Networks, Computer Forecasting Attention Commerce Wavelet Analysis
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A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia.

Neural networks : the official journal of the International Neural Network Society Dec 14, 2019
Electroencephalographic (EEG) recordings generate an electrical map of the human brain that are useful for clinical inspection of patients and in biomedical smart Internet-of-Things (IoT) and Brain-Computer Interface (BCI) applications. From a signal...
Wavelet Analysis Dementia Humans Electroencephalography Machine Learning Brain-Computer Interfaces
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