Keyword : streaming data


An Improved Online Multiclass Classification Algorithm Based on Confidence-Weighted
Ji HU Chenggang YAN Jiyong ZHANG Dongliang PENG Chengwei REN Shengying YANG 
Publication:   
Publication Date: 2021/06/01
Vol. E104-D  No. 6 ; pp. 840-849
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
cognitive systemonline learningmulticlass classificationstreaming dataconfidence-weighted
 Summary | Full Text:PDF

An Efficient Concept Drift Detection Method for Streaming Data under Limited Labeling
Youngin KIM Cheong Hee PARK 
Publication:   
Publication Date: 2017/10/01
Vol. E100-D  No. 10 ; pp. 2537-2546
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
concept drift detectionlimited labelingprobability estimatesstreaming data
 Summary | Full Text:PDF | Errata[Uploaded on November 1,2017]

LRU-LC: Fast Estimating Cardinality of Flows over Sliding Windows
Jingsong SHAN Jianxin LUO Guiqiang NI Yinjin FU Zhaofeng WU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/10/01
Vol. E99-D  No. 10 ; pp. 2629-2632
Type of Manuscript:  LETTER
Category: Fundamentals of Information Systems
Keyword: 
streaming dataflowsketchcardinalitysliding window
 Summary | Full Text:PDF