Search Result

1

Parallel random forest algorithm combining gain ratio and stacked auto encoders

结合增益率与堆叠自编码器的并行随机森林算法

Liu Weiming

Chen Weida

Mao Yimin

Chen Zhigang

big data

MapReduce

parallel random forest

gain ratio

stacked autoencoder

No. 3, 2023 : 750-759,765 doi:10.19734/j.issn.1001-3695.2022.08.0374

2

Parallel K-means algorithm based on MapReduce and MSSA

基于MapReduce和MSSA的并行K-means算法

Liu Weiming

Cui Yu

Mao Yimin

Liu Wei

MapReduce framework

DRKCAE

UPS

parallel clustering

MSSA

No. 11, 2022 : 3244-3251,3257 doi:10.19734/j.issn.1001-3695.2022.04.0149

3

Parallel SVM algorithm based on Relief and bacterial foraging optimization algorithm

基于Relief和BFO的并行支持向量机算法

Hu Jian

Wang Xiangtai

Mao Yimin

Liu Wei

SVM algorithm

MapReduce

CFCPSVM model

MI-Relief strategy

MR-HBFO algorithm

No. 2, 2022 : 447-455 doi:10.19734/j.issn.1001-3695.2021.08.0314

4

Partition clustering algorithm based on MapReduce and improved density peak

基于MapReduce和改进密度峰值的划分聚类算法

Huang Xueyu

Xiang Chi

Tao Tao

partition clustering algorithm

density peak

nature's nearest neighbor

MapReduce

data skew

No. 10, 2021 : 2988-2993,3024 doi:10.19734/j.issn.1001-3695.2021.03.0093

5

Density-based clustering algorithm by using improve fruit fly optimization based on MapReduce

基于MapReduce和IFOA的并行密度聚类算法

Hu Jian

Xu Kaibin

Mao Yimin

big data

density-based clustering algorithm

KD-tree

fruit fly optimization

No. 5, 2021 : 1336-1343 doi:10.19734/j.issn.1001-3695.2020.08.0187

6

Parallel deep convolution neural network optimization algorithm based on big data

基于大数据的并行化深度卷积神经网络优化算法

Mao Yimin

Zhang Ruipeng

Cao Wenliang

deep convolutional neural network(DCNN) algorithm

MapReduce framework

conjugate gradient strategy based on modified secant equation(CGMSE)

pruning method based on feature map(PFM) strategy

load balancing strategy based balancing load rate(LBRLA) strategy

No. 5, 2021 : 1416-1421 doi:10.19734/j.issn.1001-3695.2020.04.0112

7

Partitioning-based clustering algorithm using grid density and locality sensitive hash function based on MapReduce

基于网格密度和局部敏感哈希函数的并行化聚类算法

Mao Yimin

Tao Tao

Cao Wenliang

big data

parallelize clustering

grid density

hash functions

MapReduce

No. 5, 2021 : 1422-1427 doi:10.19734/j.issn.1001-3695.2020.04.0109

8

Research on parallel frequent itemset mining algorithm based on MapReduce

基于MapReduce的并行频繁项集挖掘算法研究

Liu Weiming

Zhang Chi

Mao Yimin

DiffNodeset structure

MapReduce

2-way comparison strategy

load balancing strategy based on dynamic grouping

frequent item mining

No. 3, 2021 : 689-695 doi:10.19734/j.issn.1001-3695.2020.02.0039

9

Parallel guided mutation evolutionary algorithm for large-scale Web service composition problem on MapReduce platform

MapReduce平台上面向大规模Web服务组合问题的并行引导变异进化算法

Gu Nannan

Yao Peiyang

Jiao Zhiqiang

service composition

QoS

MapReduce

guided mutation evolution algorithm

skyline

No. 11, 2020 : 3302-3306,3311 doi:10.19734/j.issn.1001-3695.2019.07.0272

10

Big data processing method using improved SDN-WISE in WSN

无线传感器网络中利用改进型SDN-WISE协议的大数据处理方法

Li Yunfei

Li Xue

Xing Qiudan

wireless sensor network(WSN)

software defined networking(SDN)

multicast data stream routing technology

MapReduce

Contiki

communication cost

No. 10, 2020 : 3121-3126 doi:10.19734/j.issn.1001-3695.2019.05.0228

11

Mining of video character relationship based on positive and negative association rules under MapReduce frame

MapReduce框架下基于正负关联规则的视频人物关系挖掘

Zhu Jin

Huai Libo

Cui Rongyi

Wang Qi

video character relationship

positive and negative association rules

refinement of person relation

video content analysis

No. 8, 2020 : 2333-2337 doi:10.19734/j.issn.1001-3695.2019.02.0041

12

Network-aware shuffle scheduling for MapReduce jobs

网络状态感知的MapReduce作业洗牌数据传输调度研究

Liu Wenlong

Guo Dan

Fan Yuqi

MapReduce

network-aware

shuffle

schedule

No. 8, 2020 : 2482-2486 doi:10.19734/j.issn.1001-3695.2019.02.0081

13

Clustering algorithm of big data based on improved artificial bee colony algorithm and MapReduce

基于改进人工蜂群算法与MapReduce的大数据聚类算法

Sun Qian

Chen Hao

Li Chao

data analysis

clustering algorithm

artificial bee colony algorithm(ABC)

grey wolf optimizer algorithm(GWO)

cloud computing

distributed computing

No. 6, 2020 : 1707-1710,1764 doi:10.19734/j.issn.1001-3695.2018.11.0865

14

Resource efficiency optimization for big data mining algorithm with multi MapReduce collaboration scenario

多MapReduce作业协同下的大数据挖掘类算法资源效率优化

Liao Bin

Zhang Tao

Yu Jiong

Huang Jinglai

Guo Binglei

Liu Yan

MapReduce optimization

ItemBased algorithm

memory file system

I/O efficiency

resource optimization

No. 5, 2020 : 1321-1325 doi:10.19734/j.issn.1001-3695.2018.11.0795

15

Communication optimization for large-scale cluster aiming MapReduce computing

面向MapReduce计算的大规模集群通信优化

Cao Yunpeng

Wang Haifeng

Liu Haitao

He Shuqing

data communication optimization

MapReduce

software-defined network

collaborative data mapping

No. 4, 2020 : 1174-1178 doi:10.19734/j.issn.1001-3695.2018.10.0766

16

Parallel computation algorithm for big data clustering based on MapReduce

基于MapReduce并行化计算的大数据聚类算法

Zhang Wenjie

Jiang Liehui

big data

MapReduce

parallel computation

data clustering

No. 1, 2020 : 53-56 doi:10.19734/j.issn.1001-3695.2018.05.0496

17

Multidimensional recommendation algorithm based on implicit feedback

引入隐式反馈的多维度推荐算法

Liu Meibo

Man Junfeng

Peng Cheng

Liu Ming

recommendation algorithm

implicit feedback

multi-dimension

cloud model

MapReduce

No. 1, 2020 : 158-162 doi:10.19734/j.issn.1001-3695.2018.04.0376

18

Text classification of big data using distributed NBC under Spark framework

Spark框架下利用分布式NBC的大数据文本分类方法

Zang Yanhui

Zhao Xuezhang

Xi Yunjiang

text classification

MapReduce

Spark framework

distributed

naive Bayesian classifier(NBC)

machine learning

No. 12, 2019 : 3705-3708,3712 doi:10.19734/j.issn.1001-3695.2018.07.0407

19

Research on cloud computing MapReduce model based on IFOA-GA task scheduling algorithm

基于IFOA-GA任务调度算法在云计算MapReduce模型中的研究

Chen Xuan

Pan Chunping

Long Dan

cloud computing

task scheduling

Drosophila algorithm

population initialization

boundary processing

No. 11, 2019 : 3325-3329 doi:10.19734/j.issn.1001-3695.2018.06.0307

20

Chaotic encryption research and application based on Hadoop

用于Hadoop平台的混沌加密研究与实现

Xie Guobo

Yao Zhuochen

MapReduce

Chen

Lorenz

Rssler

hyper-chaotic system

parallel encryption

No. 11, 2019 : 3378-3381,3386 doi:10.19734/j.issn.1001-3695.2018.05.0351

21

Incremental updating algorithm of parallel frequent itemsets based on FIUT

基于FIUT的并行频繁项集增量更新算法

Zhang Hang

Zhang Xin

Zhang Pingkang

Li Qi

big data

frequent itemsets

MapReduce

incremental updating

frequent items ultrametric trees

No. 7, 2019 : 1991-1993 doi:10.19734/j.issn.1001-3695.2017.12.0854

22

Calculation of topographic factor on soil erosion based on MapReduce

基于MapReduce模型的侵蚀地形因子计算方法研究

Wang Meng

Zhang Hongming

MapReduce model

big data

Hadoop

topographic factor

geographic information system

No. 6, 2019 : 1700-1704 doi:10.19734/j.issn.1001-3695.2017.12.0806

23

Parallel K-means algorithm with differential privacy preservation and outlier pruning

支持差分隐私保护及离群点消除的并行K-means算法

Fan Yikang

Liu Jianwei

K-means clustering

outlier pruning(DP)

differential privacy(DP)

MapReduce

No. 6, 2019 : 1776-1781,1787 doi:10.19734/j.issn.1001-3695.2017.12.0825

Search MapReduce

SearchMapReducereturned 23 results

Parallel random forest algorithm combining gain ratio and stacked auto encoders

Parallel K-means algorithm based on MapReduce and MSSA

Parallel SVM algorithm based on Relief and bacterial foraging optimization algorithm

Partition clustering algorithm based on MapReduce and improved density peak

Density-based clustering algorithm by using improve fruit fly optimization based on MapReduce

Parallel deep convolution neural network optimization algorithm based on big data

Partitioning-based clustering algorithm using grid density and locality sensitive hash function based on MapReduce

Research on parallel frequent itemset mining algorithm based on MapReduce

Parallel guided mutation evolutionary algorithm for large-scale Web service composition problem on MapReduce platform

Big data processing method using improved SDN-WISE in WSN

Mining of video character relationship based on positive and negative association rules under MapReduce frame

Network-aware shuffle scheduling for MapReduce jobs

Clustering algorithm of big data based on improved artificial bee colony algorithm and MapReduce

Resource efficiency optimization for big data mining algorithm with multi MapReduce collaboration scenario

Communication optimization for large-scale cluster aiming MapReduce computing

Parallel computation algorithm for big data clustering based on MapReduce

Multidimensional recommendation algorithm based on implicit feedback

Text classification of big data using distributed NBC under Spark framework

Research on cloud computing MapReduce model based on IFOA-GA task scheduling algorithm

Chaotic encryption research and application based on Hadoop

Incremental updating algorithm of parallel frequent itemsets based on FIUT

Calculation of topographic factor on soil erosion based on MapReduce

Parallel K-means algorithm with differential privacy preservation and outlier pruning