[PDF] Top 20 Efficient Cluster Based Classification in Big Data Analysis using Support Vector Machine
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Efficient Cluster Based Classification in Big Data Analysis using Support Vector Machine
... for efficient environmental science has increased along with the rise of the information era and “big data across all field in ...society. Big data generally refer to huge data ... See full document
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Big Data Analytics Using Support Vector Machine Algorithm
... on Big Data then the requirements on exchange and receiving according to present day ...technologies. Big Data databases confirm better performance than typical RBDMS in a number of uses ... See full document
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Traffic Data Analysis using Decision Tree and Naïve Bayes Classifier
... D. SUPPORT VECTOR MACHINE : In machine learning, support vector machines are supervised learning models with associated learning algorithms that analyze data used for ... See full document
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Imbalanced Data Classification Based on Hybrid Resampling and Twin Support Vector Machine
... the data samples of minority ...propose cluster-based under-sampling approaches, which firstly divide all the training samples into some clusters, then select the representative data as ... See full document
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Efficient Seizure Classification using Multiclass Support Vector Machine with RFE
... multi classification scheme based on Support Vector Machine called Hierarchical multi-class support vector machine with a new Extreme Learning Machine kernel ... See full document
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Linear Discriminant Analysis based Hybrid SVM-CART for Intrusion Detection System
... Discriminant Analysis based Support Vector Machine-Classification and Regression ...a support vector along the main component and classifies various data ... See full document
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Attribute Based Face Classification Using Support Vector Machine
... determinations using neural network ...work using support vector ...and classification based on ...detection based on pose and ...Component Analysis (PCA) and ... See full document
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Implementing Clinical Decision Support System Using Support Vector Machine
... system using Clinical Decision Support System based on Support Vector Machine ...are using Support Vector Machine Data Mining ... See full document
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Weather Prediction using Linear Regression & Support Vector Machine vide Big Data
... mining using machine learning are the way toward extracting important data from the extensive informational ...important data portrayed as information revelation that can be connected on any ... See full document
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Research on Artificial Intelligence Frontier Recognition Based on LDA
... include: Big data analysis based on intelligent learning, Fault Location Analysis Based on Clustering, Machine Vision 3D Inspection System, Classification ... See full document
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A Review on Support Vector Machine for Data Classification
... In this idealized example, the cases with one category are in the lower left corner and the cases with the other category are in the upper right corner; the cases are completely separated. The SVM analysis ... See full document
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Gene Selection and Classification Using Linear Support Vector Machine Based On Microarray Data
... In classification of gene expression data, selecting a smaller subset of informative genes from thousands of genes is a critical step for accurate cancer ...cancer classification, gene selection ... See full document
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Heart Disease Prediction Approach Using Machine Learning
... datasets, data mining can be used. The data mining tools can work and analyze different types of datasets irrespective of being structured or ...(support vector machine) classifier ... See full document
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Performance Analysis of Classification of Cardiotocograms Using Support Vector Machine based Classifier
... programming based techniques for interpreting a typical Cardiotocography ...CTG analysis and ...pattern classification, named Support Vector Machines ...the Support Vector ... See full document
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Malicious Nodes Identification and Classification of Nodes and Detection of UDP Flood Attack with ICMP using OLSR Routing Protocol in MANET Sweta Kriplani, Rupam Kesharwani
... result data through the malicious node is ...most efficient ones ...studied using NS-3 and their vulnerabilities ...security analysis and recommendation of efficient protection schemes ... See full document
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Support Vector Machine based Classification into Groups using Discriminant Function
... Support Vector Machines(SVMs) support vector networks and also supervise learning models with associated learning algorithms that analyze data and recognize patterns used for ... See full document
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Development of Mushroom Expert System Based on SVM Classifier and Naive Bayes Classifier
... a machine to improve its own performance through the use of a software that employs artificial intelligence ...the analysis of data. Support vector machine (SVM) is the ... See full document
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Privacy Protected Medical Data Classification in precision medicine using an Ontology based Support Vector Machine in the Diabetes Management System
... addressing big data storage ...develop efficient techniques to protect sensitive clinical ...protected data classification for diagnosing ...medical data mining. Finally, we ... See full document
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Energy Benchmarking In A Portfolio Of Educational Buildings In Brazil Using Support Vector Machine And Data Envelopment Analysis
... tool based on optimization in mathematical programming that, according to Chung (2011), has as its main advantage the non-parametric treatment, which does not assume any particular functional ...inverse ... See full document
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Document Text Classification Using Support Vector Machine
... Support Vector machine [9] is a supervised learning algorithm which is useful for regression, analysis and ...input data must be labeled with class name that data pattern belongs ... See full document
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