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Support vector machine

Known as: SVC, Svm (learning), Support Vector Machines 
In machine learning, support vector machines (SVMs, also support vector networks) are supervised learning models with associated learning algorithms… Expand
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Related topics

Related topics

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AdaBoostBayesian optimizationClassifier chainsComputational learning theory
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2020
Review
2020
Deep Learning Algorithms for Bearing Fault Diagnosticsx—A Comprehensive Review
In this survey paper, we systematically summarize existing literature on bearing fault diagnostics with deep learning (DL… Expand
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Review
2019
Review
2019
Hyperparameters and tuning strategies for random forest
The random forest (RF) algorithm has several hyperparameters that have to be set by the user, for example, the number of… Expand
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Review
2019
Review
2019
Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels' reviews using morphological, syntactic and semantic features
Abstract This research presents an enhanced approach for Aspect-Based Sentiment Analysis (ABSA) of Hotels’ Arabic reviews using… Expand
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Review
2019
Review
2019
Examining multiple feature evaluation and classification methods for improving the diagnosis of Parkinson’s disease
Abstract An accurate diagnosis of Parkinson’s disease by specialists involves many neurological, psychological and physical… Expand
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Review
2018
Review
2018
Detecting Review Manipulation on Online Platforms with Hierarchical Supervised Learning
Abstract Opinion spammers exploit consumer trust by posting false or deceptive reviews that may have a negative impact on both… Expand
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Review
2018
Review
2018
Deep Learning for IoT Big Data and Streaming Analytics: A Survey
In the era of the Internet of Things (IoT), an enormous amount of sensing devices collect and/or generate various sensory data… Expand
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Review
2018
Review
2018
Water quality prediction using machine learning methods
This study investigates the performance of artificial intelligence techniques including artificial neural network (ANN), group… Expand
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Review
2017
Review
2017
Selecting training sets for support vector machines: a review
Support vector machines (SVMs) are a supervised classifier successfully applied in a plethora of real-life applications. However… Expand
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Review
2016
Review
2016
Quantum machine learning
Machine learning techniques are applied for solving a large variety of practical problems. The tasks attacked by machine learning… Expand
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Highly Cited
2011
Highly Cited
2011
LIBSVM: A library for support vector machines
LIBSVM is a library for Support Vector Machines (SVMs). We have been actively developing this package since the year 2000. The… Expand
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