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FIM mining spark parallelization (aPriori,p_growth)

Frequent itemset mining algorithm of mining parallel using spark (aPriori algorithm for parallel and parallel algorithm for   fp_growth b). APriori algorithm written by Scala in parallel, parallel fpgrowth written with Java. There may have more functions to make programming content.  ...

C4.5--using the JAVA realization algorithm of decision tree

C4.5 is a series of classification problems in machine learning and data mining algorithms. Its goal is to monitor: given a set of data, where each tuple is a set of attribute values are used to describe each tuple is a mutually exclusive category of some kind. C4.5 's goal was to learn, find a mapp...

K-Means algorithms MapReduce

public class KmeansMapper extends MapReduceBase implements Mapper<LongWritable, Text, IntWritable, DoubleArrayWritable> { // one coodinate(data) private List<DoubleWritable> coordinate = new ArrayList<DoubleWritable>(); private BasicKMeansTool basicKmeans = new BasicKMeans...

CipherText Attribute Based Encryption

The project is based on safely sharing the information  based on CPABE technique.Here the encryption is based on AES and key management is done by using CPABE technique....

Java implementation of DBSCAN algorithm

Java implementation of DBSCAN algorithm DBSCAN is a clustering algorithm based on density, its rationale is given two arguments, and minp ξ, ξ can be understood as the RADIUS, the algorithm finds the samples in the RADIUS, radius of minp is a ξ-limitations to find n number of samples, as long as...

Bluetooth Attendance System

Overview : Currently in institutes the attendance system is totally manual where faculty has to take attendance on register or page. This activity takes lot of time and efforts and still is not reliable. Registers and pages and be lost and multiple copies is very hard to keep. So...

8 Puzzle solving using BFS in Java

This is the implementation of breadth first search and 8 puzzle algorithm in solving the 8 puzzle game. the language used is java, the comments in the code will help with the rest!...

Deep Learning algorithm

Deep Learning algorithms, including several commonly used, such as automatic encoding (AutoEncoder), sparse coding (Sparse AutoEncoder), limiting Bohr AIDS Mount Ebal (RBM) and other related algorithms. Including versions C,C++,Java,Python, and the Scala language implementation. You can download the...

Genetic Algorithm Code

Attached file is for GA code implemented by Java language. This is a nice practice for genetic algorithm. Please refer to the original webpage-link for further information or questions....

Adaboost algorithm example

Combining two classification, adaboost algorithm for realization of the most fundamental examples of this algorithm is suitable for initial learning children's shoes...


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