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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
Authors:  Bu, Li;  Alippi, Cesare;  Zhao, Dongbin
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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
Authors:  Bu, Li;  Zhao, Dongbin;  Alippi, Cesare
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Change Detection  Incremental Computing  Incremental Least Squares Density Difference Change Detection Method (Lsdd-inc)  Probability Density Function (Pdf)-free  
非稳态环境下的数据流在线变化检测 学位论文
, 北京: 中国科学院大学, 2017
Authors:  卜丽
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非稳态变化  数据流  适时学习  在线变化检测  最小二乘密度差估计  
A Kolmogorov-Smirnov test to detect changes in stationarity in big data 会议论文
, Toulouse, France, July 9-14,2017
Authors:  Zhao, Dongbin;  Bu, Li;  Alippi, Cesare;  Wei, Qinglai
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Ensemble LSDD-based change detection tests 会议论文
, Vancouver, Canada, July 21-29, 2016
Authors:  Bu, Li;  Alippi, Cesare;  Zhao, Dongbin
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A pdf-free change detection test for data streams monitoring 会议论文
, Cape Town, South Africa, December 8 -10, 2015
Authors:  Bu, Li;  Zhao, Dongbin;  Alippi, Cesare
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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
Authors:  Alippi, Cesare;  Liu, Derong;  Zhao, Dongbin;  Bu, Li
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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
Authors:  Li Bu;  Dongbin Zhao;  Yu Liu;  Qiang Guan
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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
Authors:  Cesare Alippi;  Li Bu;  Dongbin Zhao
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SVM-based just-in-time adaptive classifiers 会议论文
, Doha, Qatar, November 12-15, 2012
Authors:  Alippi, Cesare;  Bu, Li;  Zhao, Dongbin
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