AIMC Topic: Support Vector Machine

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Remote Sensing Image Recognition Based on LOG-T-SSA-LSSVM and AE-ELM Network.

Computational intelligence and neuroscience Jan 25, 2022
Aiming at the influence of different working conditions on recognition accuracy in remote sensing image recognition, this paper adopts hierarchical strategy to construct a network. Firstly, in order to establish the classification relationship betwee...
Remote Sensing Technology Algorithms Least-Squares Analysis Support Vector Machine
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Application research of pulse signal physiology and pathology feature mining in the field of disease diagnosis.

Computer methods in biomechanics and biomedical engineering Jan 21, 2022
This experiment is based on the principle of traditional Chinese medicine (TCM) pulse diagnosis, the human pulse signal collected by the sensor is organized into a dataset, and the algorithms are designed to apply feature extraction. After denoising,...
Humans Reproducibility of Results Support Vector Machine Algorithms Heart Rate
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Internet-based supply chain financing-oriented risk assessment using BP neural network and SVM.

PloS one Jan 21, 2022
To better prevent the potential risks in Internet-based Supply Chain Financing (SCF) products, this paper optimizes and evaluates the Internet-based SCF-oriented Credit Risk Evaluation (CRE) method. Firstly, this paper summarizes 12 risk factors of S...
Internet Commerce Neural Networks, Computer Risk Assessment Algorithms Support Vector Machine
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A support vector machine algorithm can successfully classify running ability when trained with wearable sensor data from anatomical locations typical of consumer technology.

Sports biomechanics Jan 20, 2022
Greater understanding of differences in technique between runners may allow more beneficial feedback related to improving performance and decreasing injury risk. The purpose of this study was to develop and test a support vector machine classifier, w...
Support Vector Machine Running Accelerometry Upper Extremity Male Acceleration Wearable Electronic Devices Adult Biomechanical Phenomena Humans Female Young Adult
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Review on Epileptic Seizure Prediction: Machine Learning and Deep Learning Approaches.

Computational and mathematical methods in medicine Jan 20, 2022
Epileptic seizures occur due to brain abnormalities that can indirectly affect patient's health. It occurs abruptly without any symptoms and thus increases the mortality rate of humans. Almost 1% of world's population suffers from epileptic seizures....
Signal Processing, Computer-Assisted Signal-To-Noise Ratio Computational Biology Logistic Models Humans Electroencephalography Diagnosis, Computer-Assisted Support Vector Machine Epilepsy Neural Networks, Computer Deep Learning Seizures Bayes Theorem Algorithms Machine Learning Databases, Factual
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Deep-learning and radiomics ensemble classifier for false positive reduction in brain metastases segmentation.

Physics in medicine and biology Jan 19, 2022
Stereotactic radiosurgery (SRS) is now the standard of care for brain metastases (BMs) patients. The SRS treatment planning process requires precise target delineation, which in clinical workflow for patients with multiple (>4) BMs (mBMs) could becom...
Humans Support Vector Machine Magnetic Resonance Imaging Radiosurgery Brain Neoplasms Deep Learning
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Integration of gene co-expression analysis and multi-class SVM specifies the functional players involved in determining the fate of HTLV-1 infection toward the development of cancer (ATLL) or neurological disorder (HAM/TSP).

PloS one Jan 18, 2022
Human T-cell Leukemia Virus type-1 (HTLV-1) is an oncovirus that may cause two main life-threatening diseases including a cancer type named Adult T-cell Leukemia/Lymphoma (ATLL) and a neurological and immune disturbance known as HTLV-1 Associated Mye...
Support Vector Machine Genetic Markers Humans Gene Expression Profiling HTLV-I Infections Human T-lymphotropic virus 1 Leukemia-Lymphoma, Adult T-Cell Gene Expression Regulation Nervous System Diseases
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Microscopic retinal blood vessels detection and segmentation using support vector machine and K-nearest neighbors.

Microscopy research and technique Jan 17, 2022
The retina is the deepest layer of texture covering the rear of the eye, recorded by fundus images. Vessel detection and segmentation are useful in disease diagnosis. The retina's blood vessels could help diagnose maladies such as glaucoma, diabetic ...
Retina Retinal Vessels Support Vector Machine Fundus Oculi Algorithms Image Processing, Computer-Assisted
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Transfer inhibitory potency prediction to binary classification: A model only needs a small training set.

Computer methods and programs in biomedicine Jan 17, 2022
One of the most laborious for drug discovery is to select compounds from a library for experimental evaluation. Hence, we propose a machine learning model only needs to be trained on a small dataset to predict the inhibition constant (Ki) and half ma...
Support Vector Machine Machine Learning Drug Discovery
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Muscle force estimation from lower limb EMG signals using novel optimised machine learning techniques.

Medical & biological engineering & computing Jan 14, 2022
The main objective of this work is to establish a framework for processing and evaluating the lower limb electromyography (EMG) signals ready to be fed to a rehabilitation robot. We design and build a knee rehabilitation robot that works with surface...
Electromyography Muscles Support Vector Machine Lower Extremity Machine Learning Algorithms Humans
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