AIMC Topic: Support Vector Machine

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A Machine Learning-Based Water Potability Prediction Model by Using Synthetic Minority Oversampling Technique and Explainable AI.

Computational intelligence and neuroscience Sep 20, 2022
During the last few decades, the quality of water has deteriorated significantly due to pollution and many other issues. As a consequence of this, there is a need for a model that can make accurate projections about water quality. This work shows the...
Forecasting Support Vector Machine Machine Learning
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AI-Based Prediction of Capital Structure: Performance Comparison of ANN SVM and LR Models.

Computational intelligence and neuroscience Sep 19, 2022
Capital structure is an integral part of the corporate finance that sources the funds to finance growth and operations. Managers always have to maintain value of the firm to be higher than the cost of capital in order to maximize the shareholders wea...
Solvents Neural Networks, Computer Financial Management Support Vector Machine
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Support vector machine based methodology for classification of thermal images pertaining to breast cancer.

Journal of thermal biology Sep 17, 2022
Breast cancer has been and continues to be a cause of major health concern for women. It is more prevalent in old age, but its incidence has increased in recent years in groups below 50 years old, as in India. According to the Indian Council of Medic...
Thermography Support Vector Machine Asian People Breast Breast Neoplasms Female Adult Middle Aged Humans
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Variational mode decomposition combined fuzzy-Twin support vector machine model with deep learning for solar photovoltaic power forecasting.

PloS one Sep 16, 2022
A novel Variational Mode Decomposition (VMD) combined Fuzzy-Twin Support Vector Machine Model with deep learning mechanism is devised in this research study to forecast the solar Photovoltaic (PV) output power in day ahead basis. The raw data from th...
Solar Energy Forecasting Support Vector Machine Deep Learning Algorithms
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Attention-LSTM based prediction model for aircraft 4-D trajectory.

Scientific reports Sep 15, 2022
Aviation activities are constantly increasing as a result of the growth of the global economic system. How to increase airspace capacity within the limited airspace resources while ensuring smooth and safe aircraft operations is a challenge for civil...
Neural Networks, Computer Support Vector Machine Aircraft
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Support Vector Machine Classifier via L Soft-Margin Loss.

IEEE transactions on pattern analysis and machine intelligence Sep 14, 2022
Support vector machines (SVM) have drawn wide attention for the last two decades due to its extensive applications, so a vast body of work has developed optimization algorithms to solve SVM with various soft-margin losses. To distinguish all, in this...
Algorithms Support Vector Machine Artificial Intelligence
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A Prediction Algorithm for Hypoglycemia Based on Support Vector Machine Using Glucose Level and Electrocardiogram.

Journal of medical systems Sep 14, 2022
A prediction algorithm for hypoglycemic events is proposed using glucose levels and electrocardiogram (ECG) with support vector machine (SVM). We extracted the corrected QT interval and five heart rate variability parameters from the ECG, along with ...
Support Vector Machine Hypoglycemia Hypoglycemic Agents Blood Glucose Self-Monitoring Algorithms Humans Blood Glucose Electrocardiography
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An investigation of privacy preservation in deep learning-based eye-tracking.

Biomedical engineering online Sep 13, 2022
BACKGROUND: The expanding usage of complex machine learning methods such as deep learning has led to an explosion in human activity recognition, particularly applied to health. However, complex models which handle private and sometimes protected data...
Machine Learning Eye-Tracking Technology Humans Support Vector Machine Privacy Deep Learning
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Attribute Feature Classification of English Grammar Entry Base Based on Support Vector Machine Classification Algorithm.

Computational intelligence and neuroscience Sep 13, 2022
An attribute feature classification method of English grammar vocabulary entry database based on support vector machine classification algorithm is proposed; this method takes news English as the research object and focuses on the classification of a...
Algorithms Databases, Factual Linguistics Support Vector Machine
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Investigation of Applying Machine Learning and Hyperparameter Tuned Deep Learning Approaches for Arrhythmia Detection in ECG Images.

Computational and mathematical methods in medicine Sep 12, 2022
The level of patient's illness is determined by diagnosing the problem through different methods like physically examining patients, lab test data, and history of patient and by experience. To treat the patient, proper diagnosis is very much importan...
Support Vector Machine Arrhythmias, Cardiac Bayes Theorem Deep Learning Electrocardiography Humans Algorithms Machine Learning
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