AIMC Topic: Support Vector Machine

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Study on Multi-Model Soft Sensor Modeling Method and Its Model Optimization for the Fermentation Process of .

Sensors (Basel, Switzerland) Nov 17, 2021
The problems that the key biomass variables in fermentation process are difficult measure in real time; this paper mainly proposes a multi-model soft sensor modeling method based on the piecewise affine (PWA) modeling method, which is optimized by p...
Algorithms Saccharomycetales Support Vector Machine Least-Squares Analysis Fermentation
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Prioritisation Assessment and Robust Predictive System for Medical Equipment: A Comprehensive Strategic Maintenance Management.

Frontiers in public health Nov 17, 2021
The advancement of technology in medical equipment has significantly improved healthcare services. However, failures in upkeeping reliability, availability, and safety affect the healthcare services quality and significant impact can be observed in o...
Reproducibility of Results Machine Learning Support Vector Machine Algorithms Health Services
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Medical and Health Data Classification Method Based on Machine Learning.

Journal of healthcare engineering Nov 16, 2021
The information defined in medical health data is researched based on machine learning-related algorithms. Also, this paper used random forest and other related algorithms to perform health data training and fitting. Research shows that the algorithm...
Humans Machine Learning Algorithms Support Vector Machine
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Keratoconus Severity Classification Using Features Selection and Machine Learning Algorithms.

Computational and mathematical methods in medicine Nov 16, 2021
Keratoconus is a noninflammatory disease characterized by thinning and bulging of the cornea, generally appearing during adolescence and slowly progressing, causing vision impairment. However, the detection of keratoconus remains difficult in the ear...
Early Diagnosis Algorithms Logistic Models Humans Neural Networks, Computer Databases, Factual Cornea Linear Models Computer Simulation Support Vector Machine Machine Learning Severity of Illness Index Decision Trees Computational Biology Keratoconus Bayes Theorem
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Enterprise Risk Assessment Based on Machine Learning.

Computational intelligence and neuroscience Nov 16, 2021
Scientific risk assessment is an important guarantee for the healthy development of an enterprise. With the continuous development and maturity of machine learning technology, it has played an important role in the field of data prediction and risk a...
Algorithms Risk Assessment Support Vector Machine Machine Learning
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An Expert System for Rotating Machine Fault Detection Using Vibration Signal Analysis.

Sensors (Basel, Switzerland) Nov 15, 2021
Accurate and early detection of machine faults is an important step in the preventive maintenance of industrial enterprises. It is essential to avoid unexpected downtime as well as to ensure the reliability of equipment and safety of humans. In the c...
Humans Algorithms Expert Systems Reproducibility of Results Vibration Support Vector Machine
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Machine learning models for screening carotid atherosclerosis in asymptomatic adults.

Scientific reports Nov 15, 2021
Carotid atherosclerosis (CAS) is a risk factor for cardiovascular and cerebrovascular events, but duplex ultrasonography isn't recommended in routine screening for asymptomatic populations according to medical guidelines. We aim to develop machine le...
Male Middle Aged ROC Curve Female Aged Disease Susceptibility Asymptomatic Diseases Humans Models, Theoretical Carotid Artery Diseases Machine Learning Mass Screening Biomarkers Support Vector Machine
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Detection of Fake News Text Classification on COVID-19 Using Deep Learning Approaches.

Computational and mathematical methods in medicine Nov 15, 2021
A vast amount of data is generated every second for microblogs, content sharing via social media sites, and social networking. Twitter is an essential popular microblog where people voice their opinions about daily issues. Recently, analyzing these o...
Bayes Theorem Social Networking Social Media Natural Language Processing Deep Learning Databases, Factual Humans Support Vector Machine Computational Biology SARS-CoV-2 Neural Networks, Computer Logistic Models Models, Statistical Disinformation COVID-19 Decision Trees Algorithms
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Postsurgery Classification of Best-Corrected Visual Acuity Changes Based on Pterygium Characteristics Using the Machine Learning Technique.

TheScientificWorldJournal Nov 15, 2021
INTRODUCTION: Early detection of visual symptoms in pterygium patients is crucial as the progression of the disease can cause visual disruption and contribute to visual impairment. Best-corrected visual acuity (BCVA) and corneal astigmatism influence...
Visual Acuity Pterygium Middle Aged Support Vector Machine Machine Learning Algorithms Retrospective Studies Female Male Humans
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iDHS-DT: Identifying DNase I hypersensitive sites by integrating DNA dinucleotide and trinucleotide information.

Biophysical chemistry Nov 14, 2021
DNase I hypersensitive sites (DHSs) is important for identifying the location of gene regulatory elements, such as promoters, enhancers, silencers, and so on. Thus, it is crucial for discriminating DHSs from non-DHSs. Although some traditional method...
Support Vector Machine DNA Deoxyribonuclease I Algorithms
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