马可夫链matlab源代码-pcStream:pcStream算法的开源实现
马可夫链matlab源代码概述
在此存储库中，您将找到适用于
Java、Python、MATLAB、R、Android
和
Hadoop
的
pcStream
算法的实现。
我们建议使用
R
的源代码，因为它具有最新的功能并且组织良好。
什么是pcStream？
无界数据流的聚类是一个难题，因为无法存储观察到的实例以用于未来的聚类决策。
此外，流的概率分布往往会随着时间的推移而变化，这使得区分概念漂移和异常变得具有挑战性。
尽管过去已经提出了许多优秀的数据流聚类算法，但它们并不适合捕获实体的时间上下文。
pcStream
是一种机器学习算法，用于以无监督的方式在数字流中查找上下文或概念。
关于
pcStream
的一些要点：
它为上下文（概念）挖掘动态变化的传感器流
可以检测几何空间中的重叠集群
可用于推断当前上下文以及预测即将到来的上下文（与马尔可夫链合并时）。
它可以分布在多个线程或机器上
pcStream
的示例用法：
-
上下文感知推荐系统的功能
-
异常检测
-
行为分析
什么是pcStream2？
对
pcStream
的改进，以便从一开始就可以检测到重叠的集群（而不仅仅是
文件下载
资源详情
[{"title":"（ 96 个子文件 28.13MB ） 马可夫链matlab源代码-pcStream:pcStream算法的开源实现","children":[{"title":"pcStream-master","children":[{"title":"pcStream2","children":[{"title":"Matlab","children":[{"title":"ModelSituationSpace_pcS_IPCA.m <span style='color:#111;'> 1021B </span>","children":null,"spread":false},{"title":"ModelSituationSpace_pcS.m <span style='color:#111;'> 1005B </span>","children":null,"spread":false},{"title":"brand_update_6_st_fast_no_m_boost_noextra_bgu.m <span style='color:#111;'> 15.74KB </span>","children":null,"spread":false},{"title":"adjrand.m <span style='color:#111;'> 888B </span>","children":null,"spread":false},{"title":"tals_exterior_for_pca.m <span style='color:#111;'> 2.55KB </span>","children":null,"spread":false},{"title":"pcStream.m <span style='color:#111;'> 5.02KB </span>","children":null,"spread":false},{"title":"TestScript.m <span style='color:#111;'> 2.12KB </span>","children":null,"spread":false},{"title":"pcStream_IPCA.m <span style='color:#111;'> 4.49KB </span>","children":null,"spread":false},{"title":"get_avg_vec_norm.m <span style='color:#111;'> 1.74KB </span>","children":null,"spread":false},{"title":"pcStream2.m <span style='color:#111;'> 3.94KB </span>","children":null,"spread":false},{"title":"SCA_data.mat <span style='color:#111;'> 446.93KB </span>","children":null,"spread":false},{"title":"find_rank.m <span style='color:#111;'> 1.91KB </span>","children":null,"spread":false},{"title":"UpdateSituationSpace_pcS_IPCA.m <span style='color:#111;'> 893B </span>","children":null,"spread":false}],"spread":false},{"title":"paper.pdf <span style='color:#111;'> 1.80MB </span>","children":null,"spread":false}],"spread":true},{"title":"LICENSE <span style='color:#111;'> 34.32KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 2.33KB </span>","children":null,"spread":false},{"title":"pcStream","children":[{"title":"Android","children":[{"title":"ReadMe.txt <span style='color:#111;'> 804B </span>","children":null,"spread":false},{"title":"XposedModuleApp Manual.docx <span style='color:#111;'> 373.59KB </span>","children":null,"spread":false},{"title":"pcStream doc.docx <span style='color:#111;'> 13.32KB </span>","children":null,"spread":false},{"title":"jar files","children":[{"title":"jblas-1.2.3.jar <span style='color:#111;'> 7.14MB </span>","children":null,"spread":false},{"title":"jmat_5.0.jar <span style='color:#111;'> 298.46KB </span>","children":null,"spread":false},{"title":"opencsv-3.5.jar <span style='color:#111;'> 37.03KB </span>","children":null,"spread":false},{"title":"XposedBridgeApi-54.jar <span style='color:#111;'> 114.76KB </span>","children":null,"spread":false},{"title":"simple-xml-2.7.1.jar <span style='color:#111;'> 417.57KB </span>","children":null,"spread":false}],"spread":true},{"title":"XposedAppModule class diagram.docx <span style='color:#111;'> 223.62KB </span>","children":null,"spread":false},{"title":"XposedModuleApp1.rar <span style='color:#111;'> 14.45MB </span>","children":null,"spread":false},{"title":"XposedModuleApp tutorial.docx <span style='color:#111;'> 254.63KB </span>","children":null,"spread":false},{"title":"accelerometerPcStream","children":[{"title":"AndroidManifest.xml <span style='color:#111;'> 993B </span>","children":null,"spread":false},{"title":"res","children":[{"title":"layout","children":[{"title":"main.xml <span style='color:#111;'> 880B </span>","children":null,"spread":false}],"spread":false},{"title":"drawable-ldpi","children":[{"title":"ic_launcher.png <span style='color:#111;'> 2.67KB </span>","children":null,"spread":false}],"spread":false},{"title":"drawable-mdpi","children":[{"title":"ic_launcher.png <span style='color:#111;'> 5.11KB </span>","children":null,"spread":false}],"spread":false},{"title":"drawable-hdpi","children":[{"title":"ic_launcher.png <span style='color:#111;'> 9.18KB </span>","children":null,"spread":false}],"spread":false},{"title":"drawable-xhdpi","children":[{"title":"ic_launcher.png <span style='color:#111;'> 14.05KB </span>","children":null,"spread":false}],"spread":false},{"title":"values","children":[{"title":"strings.xml <span style='color:#111;'> 123B </span>","children":null,"spread":false}],"spread":false}],"spread":false},{"title":"src","children":[{"title":"com","children":[{"title":"example","children":[{"title":"accelerometerPcStream","children":[{"title":"MyActivity.java <span style='color:#111;'> 1.17KB </span>","children":null,"spread":false},{"title":"model.java <span style='color:#111;'> 969B </span>","children":null,"spread":false},{"title":"pcStream.java <span style='color:#111;'> 25.34KB </span>","children":null,"spread":false},{"title":"MyService.java <span style='color:#111;'> 5.44KB </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false},{"title":"proguard-project.txt <span style='color:#111;'> 781B </span>","children":null,"spread":false},{"title":"project.properties <span style='color:#111;'> 563B </span>","children":null,"spread":false},{"title":"out","children":[{"title":"production","children":[{"title":"accelerometerPcStream","children":[{"title":"com","children":[{"title":"example","children":[{"title":"accelerometerPcStream","children":[{"title":"MyService$1.class <span style='color:#111;'> 977B </span>","children":null,"spread":false},{"title":"model.class <span style='color:#111;'> 1.10KB </span>","children":null,"spread":false},{"title":"BuildConfig.class <span style='color:#111;'> 375B </span>","children":null,"spread":false},{"title":"R.class <span style='color:#111;'> 636B </span>","children":null,"spread":false},{"title":"R$layout.class <span style='color:#111;'> 439B </span>","children":null,"spread":false},{"title":"R$attr.class <span style='color:#111;'> 385B </span>","children":null,"spread":false},{"title":"pcStream.class <span style='color:#111;'> 16.71KB </span>","children":null,"spread":false},{"title":"R$id.class <span style='color:#111;'> 463B </span>","children":null,"spread":false},{"title":"R$string.class <span style='color:#111;'> 443B </span>","children":null,"spread":false},{"title":"MyService.class <span style='color:#111;'> 4.20KB </span>","children":null,"spread":false},{"title":"MyActivity.class <span style='color:#111;'> 1.72KB </span>","children":null,"spread":false},{"title":"R$drawable.class <span style='color:#111;'> 452B </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"spread":false},{"title":"accelerometerPcStream.apk <span style='color:#111;'> 322.61KB </span>","children":null,"spread":false},{"title":"accelerometerPcStream.unaligned.apk <span style='color:#111;'> 322.61KB </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"spread":false},{"title":".idea","children":[{"title":"misc.xml <span style='color:#111;'> 1.57KB </span>","children":null,"spread":false},{"title":"libraries","children":[{"title":"jmat_5_0.xml <span style='color:#111;'> 210B </span>","children":null,"spread":false},{"title":"simple_xml_2_7_1.xml <span style='color:#111;'> 247B </span>","children":null,"spread":false}],"spread":false},{"title":"workspace.xml <span style='color:#111;'> 47.78KB </span>","children":null,"spread":false},{"title":"vcs.xml <span style='color:#111;'> 164B </span>","children":null,"spread":false},{"title":"copyright","children":[{"title":"profiles_settings.xml <span style='color:#111;'> 74B </span>","children":null,"spread":false}],"spread":false},{"title":"dictionaries","children":[{"title":"mazor.xml <span style='color:#111;'> 84B </span>","children":null,"spread":false}],"spread":false},{"title":"compiler.xml <span style='color:#111;'> 686B </span>","children":null,"spread":false},{"title":".name <span style='color:#111;'> 21B </span>","children":null,"spread":false},{"title":"modules.xml <span style='color:#111;'> 282B </span>","children":null,"spread":false}],"spread":false},{"title":"ant.properties <span style='color:#111;'> 698B </span>","children":null,"spread":false},{"title":"build.xml <span style='color:#111;'> 3.84KB </span>","children":null,"spread":false},{"title":"accelerometerPcStream.iml <span style='color:#111;'> 864B </span>","children":null,"spread":false},{"title":"gen","children":[{"title":"com","children":[{"title":"example","children":[{"title":"accelerometerPcStream","children":[{"title":"Manifest.java <span style='color:#111;'> 203B </span>","children":null,"spread":false},{"title":"R.java <span style='color:#111;'> 189B </span>","children":null,"spread":false},{"title":"BuildConfig.java <span style='color:#111;'> 275B </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false},{"title":"local.properties <span style='color:#111;'> 440B </span>","children":null,"spread":false}],"spread":false}],"spread":true},{"title":"Matlab","children":[{"title":"predictObs.m <span style='color:#111;'> 832B </span>","children":null,"spread":false},{"title":"KDD_Sample_Dataset.mat <span style='color:#111;'> 745.95KB </span>","children":null,"spread":false},{"title":"ModelCluster_pcS.m <span style='color:#111;'> 1.33KB </span>","children":null,"spread":false},{"title":"pcStream.m <span style='color:#111;'> 5.91KB </span>","children":null,"spread":false},{"title":"RandIndex.m <span style='color:#111;'> 1.62KB </span>","children":null,"spread":false},{"title":"demo.m <span style='color:#111;'> 1.13KB </span>","children":null,"spread":false}],"spread":true},{"title":"R - recommended","children":[{"title":"DetectCollectAnom.R <span style='color:#111;'> 1.40KB </span>","children":null,"spread":false},{"title":"pcStream.R <span style='color:#111;'> 6.55KB </span>","children":null,"spread":false},{"title":"DetectContextAnom.R <span style='color:#111;'> 1.00KB </span>","children":null,"spread":false},{"title":"predict.R <span style='color:#111;'> 1006B </span>","children":null,"spread":false},{"title":"ModelCluster.R <span style='color:#111;'> 1.61KB </span>","children":null,"spread":false},{"title":"demo_anomlayDetection.R <span style='color:#111;'> 3.06KB </span>","children":null,"spread":false},{"title":"DetectPointAnom.R <span style='color:#111;'> 792B </span>","children":null,"spread":false},{"title":"demo_clustering.R <span style='color:#111;'> 2.12KB </span>","children":null,"spread":false},{"title":"KDD_data_sample_labels.csv <span style='color:#111;'> 145.25KB </span>","children":null,"spread":false},{"title":"KDD_data_sample.csv <span style='color:#111;'> 16.00MB </span>","children":null,"spread":false},{"title":".Rhistory <span style='color:#111;'> 24.17KB </span>","children":null,"spread":false}],"spread":false},{"title":"Hadoop (PySpark)","children":[{"title":"ReadMe.txt <span style='color:#111;'> 1.70KB </span>","children":null,"spread":false},{"title":"pcStream_for_HighVelocityStream.py <span style='color:#111;'> 8.22KB </span>","children":null,"spread":false},{"title":"pcStream_Multi.py <span style='color:#111;'> 14.05KB </span>","children":null,"spread":false},{"title":"pcStream_FeatureDecomposition.py <span style='color:#111;'> 8.19KB </span>","children":null,"spread":false},{"title":"pcStream_Predict.py <span style='color:#111;'> 2.23KB </span>","children":null,"spread":false}],"spread":true},{"title":"pcStream - PAKDD'15.pdf <span style='color:#111;'> 1.00MB </span>","children":null,"spread":false},{"title":"Python","children":[{"title":"pcStream.py <span style='color:#111;'> 4.67KB </span>","children":null,"spread":false},{"title":"demo.py <span style='color:#111;'> 2.21KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}],"spread":true}],"spread":true}]
评论信息
其他资源
- javaweb项目实（含笔记与详细实现步骤）
- VB6.0DLL编译标准DLL工具 v2.05
- PHP微信支付和退款类
- 光纤光栅耦合模算法的MATLAB代码
- ROS imu的校准
- cst2015天线仿真步骤
- 狼群算法——一种新的启发式算法.zip
- 数据库课程设计订单生成系统代码+数据库+实验报告
- FUNCODE安装包
- java的抖音视频转字符画（图片转字符画）
- 用C++ 生成的正弦波数据文件
- Qt版推箱子源码-鼠标键盘功能都有
- JAVA JSP停车场收费管理系统 源代码 论文
- directx生成 地形Terrain 源代码.zip
- delphi日历控件
- iProTool.zip
- 假期联谊网站
- android声道切换代码
- 文档\体育场馆运动场地预约登记系统的设计与实现
- 微信截图DLL(取代老的QQ截图DLL)
- 半導體廠自動化之通訊協定 SECS GEM
免责申明
【只为小站】的资源来自网友分享，仅供学习研究，请务必在下载后24小时内给予删除，不得用于其他任何用途，否则后果自负。基于互联网的特殊性，【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查；无论 【只为小站】 经营者是否已进行审查，用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明