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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
View  |  Adobe PDF(2468Kb)  |  Favorite  |  View/Download:97/33  |  Submit date: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
Authors:  Bu, Li;  Zhao, Dongbin;  Alippi, Cesare
View  |  Adobe PDF(1601Kb)  |  Favorite  |  View/Download:136/49  |  Submit date:2017/05/04
Change Detection  Incremental Computing  Incremental Least Squares Density Difference Change Detection Method (Lsdd-inc)  Probability Density Function (Pdf)-free  
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
View  |  Adobe PDF(444Kb)  |  Favorite  |  View/Download:47/6  |  Submit date:2015/08/12
Active Classifiers  Change Detection Tests (Cdts)  Intelligent Sensing  K-nearest Neighbor  Support Vector Machine (Svm) Classifiers