[PDF] Top 20 A Big Data Approach for Traffic Classification using Data Mining
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A Big Data Approach for Traffic Classification using Data Mining
... different data sample files. The important information like time period, data size, destination address, source address, protocol type etc are constituted in ...also traffic can be checked for ... See full document
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Big Data Approach for Crime Classification and Visualization Using Crime Dataset
... of data set is generated every year on the basis of reporting of ...This data can prove very useful in analysing and predicting crime and help us prevent the crime to some ...crime data can help us ... See full document
5
Decision tree Classification and Model Evaluation for Breast Cancer Survivability: A Data Mining Approach
... The surgery status is also plays an imperative role for increasing the death rate among the age group of 42-52 years. The estimated risk for this group is 27.3% and the overall correct classification is 72.7%. ... See full document
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Mining the data from a hyperheuristic approach using associative classification
... training data in the first step to discover and generate a complete set of ...from data sets where each of their data objects is associated with just a single ... See full document
10
Data Mining and Information Security in Big Data Using HACE Theorem
... of Big Data applications where data collection has grown extremely and is beyond the capability of commonly used software tools to capture, process and manage within a tolerable elapsed ...for ... See full document
7
Vertical Data Processing for Mining Big Data: A Predicate Tree Approach
... of data a.k.a ‘Big Data’. Many existing data mining algorithms (supervised and unsupervised) become futile because of the ubiquitous use of horizontal processing ...stored data. ... See full document
10
Analysis and Data Classification Methodology for Data Mining Pattern
... the data in the wild. (2) Choice of proper data classification ...of data mining technique vary from subjects to other areas, the most essential applications and related researches ... See full document
7
Classification Approach for Big Data Driven Traffic Flow Prediction using Apache Spark
... Data Classifier and predictor : The input of K-Nearest Neighbor model is user’s current location, user’s destination location and timestamp. It gets the current time and other related values. It collects all ... See full document
5
A Radical Approach to Forecast the Road Accident Using Data Mining Technique
... the traffic flow on highways, when crashes took ...by using temporal data mining method and Clustering analysis was done to study the transport ...of traffic flow and the resultant ... See full document
8
SURVEY ON BIG DATA USING DATA MINING
... presents Big Data Problems using Data ...of data as well as products obtained through analyzing it. About big data “Size is the only thing that ...of Big ... See full document
6
A Survey on Classification of Data Mining Using Big Data Mutcharla Venkata Krishna Subhash & Mohammed Alisha
... broadcasting.In Big data the information comes from multiple, heterogeneous, autono- mous sources with complex relationship and continuously ...of data are created dai- ly and 90 percent data ... See full document
5
Data Mining for Traffic Prediction and Analysis using Big Data
... divider traffic flow data into free current and jammed ...in traffic capacity at the serious joint that designate a need for a diverse timing ...overlooking traffic situations at remaining ... See full document
5
Traffic occurrence detection using spatio temporal data mining
... time traffic occurrence recognition is decisive for mounting safety and mobility on ...on traffic activities or geometric models proposed for better sequential mining ...novel approach for ... See full document
6
Provocation in Big Data using Data Mining Techniques
... experimental data sets available is increasing exponentially. Big Data has the potential to revolutionize not just research, but also ...of data to guide ...a Big database where we ... See full document
6
Survey on Big Data Mining Algorithms
... In the initial stage different Decision Tree Learning was used to analyze the big data. In decision tree induction algorithms, tree structure has been widely used to represent classification models. ... See full document
5
Data Mining: A Knowledge Discovery Approach
... managing data, it also includes analysis and prediction. Thus, data mining (sometimes called data or knowledge discovery) is the process of analyzing data from different perspectives ... See full document
6
Data Mining with Big Data using Spectral Clustering
... the classification of a ...include Classification and Regression Trees (CART) and Chi Square Automatic Interaction Detection ...for classification of a ...segments using chi square tests to ... See full document
11
Text Mining Approach for Big Data Analysis Using Clustering and Classification Methodologies
... and classification model that runs on Hadoop to process Big ...of Big data analysis by integrating clustering and classification with map reduce paradigm of Hadoop ...shows data ... See full document
5
Searching Techniques on Big Data by Using Data Mining
... during data mining predicated ...that, Data mining process is not facile and the algorithm utilized for mining is very ...The data needs to be integrated from the sundry ... See full document
5
Data mining using hace theorem
... of Big Data applications. Being an autonomous, each data source is able to produce and collect information without connecting any centralized ...the data also make an application susceptible ... See full document
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