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CASIA OpenIR
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A pdf-Free Change Detection Test Based on Density Difference Estimation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 2, 页码: 324-334
作者:  Bu, Li;  Alippi, Cesare;  Zhao, Dongbin
浏览  |  Adobe PDF(2468Kb)  |  收藏  |  浏览/下载：356/104  |  提交时间：2017/05/04
Concept Drift  Least Squares Density-difference (Lsdd)-based Method  Probability Density Function (Pdf)-free  Three-level Threshold Mechanism  
An Incremental Change Detection Test Based on Density Difference Estimation 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 49, 期号: 10, 页码: 2714-2726
作者:  Bu, Li;  Zhao, Dongbin;  Alippi, Cesare
浏览  |  Adobe PDF(1601Kb)  |  收藏  |  浏览/下载：393/141  |  提交时间：2017/05/04
Change Detection  Incremental Computing  Incremental Least Squares Density Difference Change Detection Method (Lsdd-inc)  Probability Density Function (Pdf)-free  
A Kolmogorov-Smirnov test to detect changes in stationarity in big data 会议论文
, Toulouse, France, July 9-14,2017
作者:  Zhao, Dongbin;  Bu, Li;  Alippi, Cesare;  Wei, Qinglai
浏览  |  Adobe PDF(1666Kb)  |  收藏  |  浏览/下载：299/111  |  提交时间：2017/05/04
Ensemble LSDD-based change detection tests 会议论文
, Vancouver, Canada, July 21-29, 2016
作者:  Bu, Li;  Alippi, Cesare;  Zhao, Dongbin
浏览  |  Adobe PDF(176Kb)  |  收藏  |  浏览/下载：244/67  |  提交时间：2017/05/04
A pdf-free change detection test for data streams monitoring 会议论文
, Cape Town, South Africa, December 8 -10, 2015
作者:  Bu, Li;  Zhao, Dongbin;  Alippi, Cesare
浏览  |  Adobe PDF(197Kb)  |  收藏  |  浏览/下载：205/72  |  提交时间：2017/05/04
Detecting and Reacting to Changes in Sensing Units: The Active Classifier Case 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2014, 卷号: 44, 期号: 3, 页码: 353-362
作者:  Alippi, Cesare;  Liu, Derong;  Zhao, Dongbin;  Bu, Li
浏览  |  Adobe PDF(444Kb)  |  收藏  |  浏览/下载：192/49  |  提交时间：2015/08/12
Active Classifiers  Change Detection Tests (Cdts)  Intelligent Sensing  K-nearest Neighbor  Support Vector Machine (Svm) Classifiers  
A hierarchical classification algorithm for evaluating energy consumption behaviors 会议论文
International Joint Conference on Neural Networks (IJCNN), Beijing, 2014
作者:  Li Bu;  Dongbin Zhao;  Yu Liu;  Qiang Guan
浏览  |  Adobe PDF(321Kb)  |  收藏  |  浏览/下载：232/63  |  提交时间：2015/08/19
A prior-free encode-decode change detection test to inspect datastreams for concept drift 会议论文
International Joint Conference on Neural Networks (IJCNN), Dallas, Texas, USA, 2013
作者:  Cesare Alippi;  Li Bu;  Dongbin Zhao
浏览  |  Adobe PDF(781Kb)  |  收藏  |  浏览/下载：224/65  |  提交时间：2015/08/19
SVM-based just-in-time adaptive classifiers 会议论文
, Doha, Qatar, November 12-15, 2012
作者:  Alippi, Cesare;  Bu, Li;  Zhao, Dongbin
浏览  |  Adobe PDF(959Kb)  |  收藏  |  浏览/下载：110/39  |  提交时间：2017/05/04