AIMC Topic: Support Vector Machine

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A hybrid model for the detection of retinal disorders using artificial intelligence techniques.

Biomedical physics & engineering express Jul 10, 2024
The prevalence of vision impairment is increasing at an alarming rate. The goal of the study was to create an automated method that uses optical coherence tomography (OCT) to classify retinal disorders into four categories: choroidal neovascularizati...
Retinal Diseases Choroidal Neovascularization Deep Learning Support Vector Machine Decision Trees Tomography, Optical Coherence Retina Macular Edema Artificial Intelligence Machine Learning Algorithms Humans Diabetic Retinopathy Neural Networks, Computer
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HAPI: An efficient Hybrid Feature Engineering-based Approach for Propaganda Identification in social media.

PloS one Jul 10, 2024
Social media platforms serve as communication tools where users freely share information regardless of its accuracy. Propaganda on these platforms refers to the dissemination of biased or deceptive information aimed at influencing public opinion, enc...
Humans Support Vector Machine Machine Learning Social Media Algorithms Bayes Theorem
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Varroa Mite Counting Based on Hyperspectral Imaging.

Sensors (Basel, Switzerland) Jul 9, 2024
Varroa mite infestation poses a severe threat to honeybee colonies globally. This study investigates the feasibility of utilizing the HS-Cam and machine learning techniques for Varroa mite counting. The methodology involves image acquisition, dimensi...
Bees Hyperspectral Imaging Machine Learning Varroidae Algorithms Image Processing, Computer-Assisted Animals Support Vector Machine Principal Component Analysis
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Clinical data-based modeling of IVF live birth outcome and its application.

Reproductive biology and endocrinology : RB&E Jul 8, 2024
BACKGROUND: The low live birth rate and difficult decision-making of the in vitro fertilization (IVF) treatment regimen bring great trouble to patients and clinicians. Based on the retrospective clinical data of patients undergoing the IVF cycle, thi...
Live Birth Birth Rate Pregnancy Outcome Support Vector Machine Ovulation Induction Humans Neural Networks, Computer Retrospective Studies Embryo Transfer Pregnancy Pregnancy Rate Female Fertilization in Vitro Adult
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Enhancing construction safety: predicting worker sleep deprivation using machine learning algorithms.

Scientific reports Jul 8, 2024
Sleep deprivation is a critical issue that affects workers in numerous industries, including construction. It adversely affects workers and can lead to significant concerns regarding their health, safety, and overall job performance. Several studies ...
Machine Learning Humans Male Sleep Deprivation Construction Industry Middle Aged Algorithms Support Vector Machine Occupational Health Adult Workplace
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Basic research for identification and classification of organophosphorus pesticides in water based on ultraviolet-visible spectroscopy information.

Environmental science and pollution research international Jul 8, 2024
In this study, the goal was to develop a method for detecting and classifying organophosphorus pesticides (OPPs) in bodies of water. Sixty-five samples with different concentrations were prepared for each of the organophosphorus pesticides, namely ch...
Support Vector Machine Water Pollutants, Chemical Pesticides Organophosphorus Compounds Algorithms Water Environmental Monitoring Neural Networks, Computer Machine Learning
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Coupled Multimodal Emotional Feature Analysis Based on Broad-Deep Fusion Networks in Human-Robot Interaction.

IEEE transactions on neural networks and learning systems Jul 8, 2024
A coupled multimodal emotional feature analysis (CMEFA) method based on broad-deep fusion networks, which divide multimodal emotion recognition into two layers, is proposed. First, facial emotional features and gesture emotional features are extracte...
Neural Networks, Computer Algorithms Databases, Factual Humans Emotions Robotics Pattern Recognition, Automated Facial Expression Deep Learning Gestures Support Vector Machine
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Analyzing speed-difference impact on freeway joint injury severities of Leading-Following vehicles using statistical and data-driven models.

Accident; analysis and prevention Jul 6, 2024
Rear-end (RE) crashes are notably prevalent and pose a substantial risk on freeways. This paper explores the correlation between speed difference among the following and leading vehicles (Δν) and RE crash risk. Three joint models, comprising both unc...
Wounds and Injuries Trauma Severity Indices Support Vector Machine Models, Statistical Accidents, Traffic Humans Neural Networks, Computer
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Explainable artificial intelligence for LDL cholesterol prediction and classification.

Clinical biochemistry Jul 6, 2024
INTRODUCTION: Monitoring LDL-C levels is essential in clinical practice because there is a direct relation between low-density lipoprotein cholesterol (LDL-C) levels and atherosclerotic heart disease risk. Therefore, measurement or estimate of LDL-C ...
Cholesterol, LDL Retrospective Studies Female Aged Middle Aged Support Vector Machine Humans Adult Artificial Intelligence Male
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Functional data geometric morphometrics with machine learning for craniodental shape classification in shrews.

Scientific reports Jul 6, 2024
This work proposes a functional data analysis approach for morphometrics in classifying three shrew species (S. murinus, C. monticola, and C. malayana) from Peninsular Malaysia. Functional data geometric morphometrics (FDGM) for 2D landmark data is i...
Machine Learning Principal Component Analysis Discriminant Analysis Skull Shrews Animals Support Vector Machine Malaysia
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