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» The Inverse Classification Problem
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WWW
2005
ACM
16 years 7 months ago
Boosting SVM classifiers by ensemble
By far, the support vector machines (SVM) achieve the state-of-theart performance for the text classification (TC) tasks. Due to the complexity of the TC problems, it becomes a ch...
Yan-Shi Dong, Ke-Song Han
KDD
2002
ACM
187views Data Mining» more  KDD 2002»
16 years 7 months ago
Transforming classifier scores into accurate multiclass probability estimates
Class membership probability estimates are important for many applications of data mining in which classification outputs are combined with other sources of information for decisi...
Bianca Zadrozny, Charles Elkan
CHI
2008
ACM
16 years 7 months ago
Design of human-map system interaction
In this work-in-progress we present some ideas and findings involving map design and human performance. Satellites has once and for all automated geographic positioning and result...
Thomas Porathe, Johannes Prison
157
Voted
CHI
2005
ACM
16 years 7 months ago
Beyond "from" and "received": exploring the dynamics of email triage
Email triage is the process of going through unhandled email and deciding what to do with it. Email triage can quickly become a serious problem for users as the amount of unhandle...
Carman Neustaedter, A. J. Bernheim Brush, Marc A. ...
CHI
2004
ACM
16 years 7 months ago
Reconditioned merchandise: extended structured report formats in usability inspection
Structured Problem Report Formats have been key to improving the assessment of usability methods. Once extended to record analysts' rationales, they not only reveal analyst b...
Gilbert Cockton, Alan Woolrych, Mark Hindmarch