Listar por tema "support vector machine"
Mostrando ítems 1-17 de 17
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A Generalized Wine Quality Prediction Framework by Evolutionary Algorithms
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2021)Wine is an exciting and complex product with distinctive qualities that makes it different from other manufactured products. Therefore, the testing approach to determine the quality of wine is complex and diverse. Several ... -
A Hybrid Parallel Classification Model for the Diagnosis of Chronic Kidney Disease
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)Chronic Kidney Disease (CKD) has become a prevalent disease nowadays, affecting people globally around the world. Accurate prediction of CKD progression over time is essential for reducing its associated mortality and ... -
A Security Situation Awareness Approach for IoT Software Chain Based on Markov Game Model
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2022)Since Internet of Things (IoT) has been widely used in our daily life nowadays, it is regarded as a promising and popular application of the Internet, and has attracted more and more attention. However, IoT is also suffered ... -
An Empiric Analysis of Wavelet-Based Feature Extraction on Deep Learning and Machine Learning Algorithms for Arrhythmia Classification
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)The aberration in human electrocardiogram (ECG) affects cardiovascular events that may lead to arrhythmias. Many automation systems for ECG classification exist, but the ambiguity to wisely employ the in-built feature ... -
An Ensemble Classifier for Stock Trend Prediction Using Sentence-Level Chinese News Sentiment and Technical Indicators
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2022)In the financial market, predicting stock trends based on stock market news is a challenging task, and researchers are devoted to developing forecasting models. From the existing literature, the performance of the forecasting ... -
An Intelligent Technique for Grape Fanleaf Virus Detection
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2020)Grapevine Fanleaf Virus (GFLV) is one of the most important viral diseases of grapes, which can damage up to 85% of the crop, if not treated at the right time. The aim of this study is to identify infected leaves with GFLV ... -
Chrome Layer Thickness Modelling in a Hard Chromium Plating Process Using a Hybrid PSO/ RBF–SVM–Based Model
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2020)The purpose of chromium plating is the creation of a hard and wear-resistant layer of chromium over a metallic surface. The principal feature of chromium plating is its endurance in the face of the wear and corrosion. This ... -
Deep Multi-Model Fusion for Human Activity Recognition Using Evolutionary Algorithms
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2021)Machine recognition of the human activities is an active research area in computer vision. In previous study, either one or two types of modalities have been used to handle this task. However, the grouping of maximum ... -
Driver Fatigue Detection using Mean Intensity, SVM, and SIFT
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2019)Driver fatigue is one of the major causes of accidents. This has increased the need for driver fatigue detection mechanism in the vehicles to reduce human and vehicle loss during accidents. In the proposed scheme, we capture ... -
EEG Signal Analysis of Writing and Typing between Adults with Dyslexia and Normal Controls
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2018)EEG is one of the most useful techniques used to represent behaviours of the brain and helps explore valuable insights through the measurement of brain electrical activity. Hence, plays a vital role in detecting neurological ... -
Extensive Classification of Visual Art Paintings for Enhancing Education System using Hybrid SVM-ANN with Sparse Metric Learning based on Kernel Regression
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2021)In recent decades, the collection of visual art paintings is large, digitized, and available for public uses that are rapidly growing. The development of multi-media systems is needed due to the huge amount of digitized ... -
Image Classification Methods Applied in Immersive Environments for Fine Motor Skills Training in Early Education
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2019)Fine motor skills allow to carry out the execution of crucial tasks in people's daily lives, increasing their independence and self-esteem. Among the alternatives for working these skills, immersive environments are found ... -
Machine Learning Classifier Approach with Gaussian Process, Ensemble boosted Trees, SVM, and Linear Regression for 5G Signal Coverage Mapping
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)This article offers a thorough analysis of the machine learning classifiers approaches for the collected Received Signal Strength Indicator (RSSI) samples which can be applied in predicting propagation loss, used for network ... -
Obtaining Anti-Missile Decoy Launch Solution from a Ship Using Machine Learning Techniques
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)One of the most dangerous situations a warship may face is a missile attack launched from other ships, aircrafts, submarines or land. In addition, given the current scenario, it is not ruled out that a terrorist group may ... -
Supporting academic decision making at higher educational institutions using machine learning-based algorithms
(Soft Computing, 2018)Decisions made by deans and university managers greatly impact the entire academic community as well as society as a whole. In this paper, we present survey results on which academic decisions they concern and the variables ... -
Time-Dependent Performance Prediction System for Early Insight in Learning Trends
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2020)Performance prediction systems allow knowing the learning status of students during a term and produce estimations on future status, what is invaluable information for teachers. The majority of current systems statically ... -
Using Grip Strength as a Cardiovascular Risk Indicator Based on Hybrid Algorithms
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2021)This article shows the application and design of a hybrid algorithm capable of classifying people into risk groups using data such as prehensile strength, body mass index and percentage of fat. The implementation was done ...
