[PDF] Top 20 A SURVEY ON PREDICTION OF HEART DISEASES USING BIG DATA ALGORITHMS
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A SURVEY ON PREDICTION OF HEART DISEASES USING BIG DATA ALGORITHMS
... of Big Data, health care data and some major issues of Big ...Data. Big data in health care is used to predict the diseases, analyze the symptoms, imp rove the ... See full document
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Survey on computer programs and methods for heart diseases prediction and classification
... There are several clinically tried and tested techniques to detect the presence of CAD [Brubaker et al. 2001, San Roman et al. 1998, Zhonghua and Multislice., 2010, Moudi et al. 2011, Alizadehsani et al. 2013. Invasive ... See full document
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Comparative Study of Existing Techniques for Heart Diseases Prediction using Data Mining Approach.
... related data on daily basis. The stored data can be used as a source of predicting the chance of future diseases that makes the data mining techniques to play a central role for the extraction ... See full document
7
A Critique on Heart Diseases Predictive Analytics using Big Data Algorithms
... technology big data. This information is complicated to practice using set records and software ...by using them competently. To improve the prediction of heart diseases ... See full document
5
A NOVEL TECHNIQUE TO PREDICT HEART DISEASES USING DATA MINING
... Abstract: Data mining is the process of analyzing large sets of data and then extracting the meaning of the ...making. Data mining applications can answer business questions that take much time to ... See full document
5
Prediction of Heart Diseases Using Data Mining and Machine Learning Algorithms and Tools
... The data points on the maximal margin lines are called the support ...the data, it is not desirable, because such models are over-fitting on the training ...training data and being ... See full document
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A SURVEY ON BIG DATA BASED VEHICLE TRAFFIC FLOW PREDICTION USING DEEP LEARNING ALGORITHMS
... flow prediction by proposing a novel holistic ...weather prediction and, 2) decision-level data fusion scheme to enhance prediction accuracy using weather ... See full document
12
Heart Disease Prediction using Machine Learning
... for heart disease prediction by using heart disease ...predictive data-driven ...ML algorithms within the cardiovascular disease ...the algorithms and methods used to ... See full document
6
Prediction of Heart Diseases In Comparison With Different Machine Learning Algorithms
... In machine learning, Naive Bayes is a classification technique is based on Bayes theorem and not only simple classifier but it is also a simple probabilistic classifier with strong and independent assumptions. It has ... See full document
5
A Survey on Disease Prediction by Machine Learning Using Big Data Analytics
... amount data over globe. This data Is in the form of hundreds of terabytes, ...Healthcare data is divided into Different subfields of data according to Patients diseases and treatments ... See full document
7
A Literature survey on Pulmonology Based Disorders Diseases Using Big Data Analysis
... clinical data that are available ...of data and gleaning new insights from that analysis-which is part of what is known as big ...use big data to reduce the costs of health care in the ... See full document
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A Review on Prediction of Heart Attack Using Data Mining Algorithms
... The heart is a working course of action of our human ...the heart is not done really suggests, it will impact another human body part in ...the heart muscle contracts and diastolic demonstrates the ... See full document
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Prediction of Heart Diseases using Data Mining Techniques
... In this paper 9 techniques are discussed. It is shown in the table 1. S.Suganya, P.Tamil Selvy [6] used CART Classifier Technique. Another author Rajwant Kaur and Sukhpreet Kaur [1] combined the technique SVM Classifier ... See full document
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Prediction of Diseases using Big Data Analysis
... that data assembled from mobile devices founds to be more accurate than surveys and physical ...classical data sources, such as surveys or census, have a limited level of geographical resolution or are ... See full document
7
Survey of Machine Learning Algorithms for Disease Diagnostic
... categorical data, deal with missing values and large data ...detection, data mining, natural language processing, and disease ...the survey of different machine learning techniques for ... See full document
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Diagnosis of heart diseases using data mining
... various algorithms is listed below. Table.1. Performance Study of Data mining Algorithms The algorithm used Accuracy Time taken Naïve Bayes ...of heart disease was used Naïve Bayes, K-NN, ... See full document
5
Big Data in Health Care Revolution – A Survey
... is data management and decision ...structured data is created every day so managing data has become an essential ...where data has been generated tremendously and decision making based on the ... See full document
7
Similarity Based Prediction System using Machine Learning Algorithms in Big Data Analytics
... Based Prediction System ...the data from various sites as follows web logs, web histories, databases, data warehouses and data repositories, ...the data can be pre- processed by ... See full document
6
The Technical Advancements of Big Data Analytics in Healthcare: a Survey Paper
... of data be it structured, semi- structured or unstructured is regenerated which in today’s generation is called Big ...this data belongs to the healthcare center which is a very imperative aspect in ... See full document
5
A frame work on big data survey
... Hadoop is open-source programming that allows loyal, flexible, expressed figuring on groups of reserved servers. That utilizes Map-Reducing framework which is presented at Google by utilizing the ideas of map reduces ... See full document
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