Explainable Visualization for Interactive Exploration of CNN on Wikipedia Vandal Detection

Author(s):  
Zerong Liu ◽  
Aidong Lu





2016 ◽  
Vol 37 (8) ◽  
pp. 719-726 ◽  
Author(s):  
Powell Patrick Cheng Tan ◽  
Sanja Rogic ◽  
Anton Zoubarev ◽  
Cameron McDonald ◽  
Frances Lui ◽  
...  


2006 ◽  
Vol 21 (3) ◽  
pp. 261-267 ◽  
Author(s):  
ENO THERESKA ◽  
DUSHYANTH NARAYANAN ◽  
GREGORY R. GANGER

Today, management and tuning questions are approached using if… then… rules of thumb. This reactive approach requires expertise regarding system behavior, making it difficult to deal with unforeseen uses of a system’s resources and leading to system unpredictability and large system management overheads. We propose a What…if… approach that allows interactive exploration of the effects of system changes, thus converting complex tuning problem into simpler search problems. Through two concrete management problems, automating system upgrades and deciding on service migrations, we identify system design changes that enable a system to answer What…if… questions about itself.



Methods ◽  
2017 ◽  
Vol 115 ◽  
pp. 100-109 ◽  
Author(s):  
Zhongyu Li ◽  
Dimitris N. Metaxas ◽  
Aidong Lu ◽  
Shaoting Zhang


2008 ◽  
Vol 33 (3) ◽  
pp. 101-103 ◽  
Author(s):  
Ivica Letunic ◽  
Takuji Yamada ◽  
Minoru Kanehisa ◽  
Peer Bork




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