AIMC Topic: Support Vector Machine

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Investigating the Role of Image Fusion in Brain Tumor Classification Models Based on Machine Learning Algorithm for Personalized Medicine.

Computational and mathematical methods in medicine Feb 7, 2022
Image fusion can be performed on images either in spatial domain or frequency domain methods. Frequency domain methods will be most preferred because these methods can improve the quality of edges in an image. In image fusion, the resultant fused ima...
Decision Trees Machine Learning Databases, Factual Multimodal Imaging Algorithms Precision Medicine Humans Brain Neoplasms Support Vector Machine Neural Networks, Computer Early Detection of Cancer Computational Biology Neuroimaging Image Enhancement
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Mixed Fault Classification of Sensorless PMSM Drive in Dynamic Operations Based on External Stray Flux Sensors.

Sensors (Basel, Switzerland) Feb 5, 2022
This paper aims to classify local demagnetisation and inter-turn short-circuit (ITSC) on position sensorless permanent magnet synchronous motors (PMSM) in transient states based on external stray flux and learning classifier. Within the framework, fo...
Supervised Machine Learning Magnets Algorithms Support Vector Machine Neural Networks, Computer
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Identification of coumarin-based food additives using terahertz spectroscopy combined with manifold learning and improved support vector machine.

Journal of food science Feb 4, 2022
The purpose of this paper is to use terahertz (THz) spectroscopy combined with manifold learning and improved support vector machine (SVM) model to identify the coumarin-based food additives. The 216 THz absorbance spectra (144 for calibration set an...
Coumarins Terahertz Spectroscopy Principal Component Analysis Food Additives Support Vector Machine
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Study on Machine Learning Models for Building Resilience Evaluation in Mountainous Area: A Case Study of Banan District, Chongqing, China.

Sensors (Basel, Switzerland) Feb 3, 2022
'Resilience' is a new concept in the research and application of urban construction. From the perspective of building adaptability in a mountainous environment and maintaining safety performance over time, this paper innovatively proposes machine lea...
China Support Vector Machine Geography Machine Learning Databases, Factual Geology
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Automated characterisation of microglia in ageing mice using image processing and supervised machine learning algorithms.

Scientific reports Feb 2, 2022
The resident macrophages of the central nervous system, microglia, are becoming increasingly implicated as active participants in neuropathology and ageing. Their diverse and changeable morphology is tightly linked with functions they perform, enabli...
Mice Support Vector Machine Aging Image Processing, Computer-Assisted Microglia Brain Animals Age Factors Cellular Senescence Male Mice, Inbred C57BL Microscopy
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Deploying Machine Learning Techniques for Human Emotion Detection.

Computational intelligence and neuroscience Feb 2, 2022
Emotion recognition is one of the trending research fields. It is involved in several applications. Its most interesting applications include robotic vision and interactive robotic communication. Human emotions can be detected using both speech and v...
Emotions Humans Bayes Theorem Machine Learning Speech Algorithms Support Vector Machine
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A Strategy for the Effective Optimization of Pharmaceutical Formulations Based on Parameter-Optimized Support Vector Machine Model.

AAPS PharmSciTech Jan 31, 2022
Engineering pharmaceutical formulations is governed by a number of variables, and the finding of the optimal preparation is intricately linked to the exploration of a multiparametric space through a variety of optimization tasks. As a result, making ...
Reproducibility of Results Support Vector Machine Drug Compounding Least-Squares Analysis Neural Networks, Computer
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Developing Multiagent E-Learning System-Based Machine Learning and Feature Selection Techniques.

Computational intelligence and neuroscience Jan 30, 2022
Recently, artificial intelligence (AI) domain increased to contain finance, education, health, mining, and education. Artificial intelligence controls the performance of systems that use new technologies, especially in the education environment. The ...
Artificial Intelligence Machine Learning Support Vector Machine Bayes Theorem Algorithms Computer-Assisted Instruction
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Design of a Regional Economic Forecasting Model Using Optimal Nonlinear Support Vector Machines.

Computational intelligence and neuroscience Jan 30, 2022
Forecasting regional economic activity is a progressively significant element of regional economic research. Regional economic prediction can directly assist local, national, and subnational policymakers. Regional economic activity forecast can be em...
Models, Economic Nonlinear Dynamics Forecasting Support Vector Machine Machine Learning
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Improving the leak detection efficiency in water distribution networks using noise loggers.

The Science of the total environment Jan 29, 2022
Leak detection techniques are effective ways of controlling water leakage in real water distribution networks (WDNs). Nevertheless, developing detection techniques for real WDNs has received little attention compared to the detection models developed...
Water Supply Support Vector Machine Wavelet Analysis Algorithms Neural Networks, Computer Water
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