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EXACT
2009
13 years 7 months ago
Explaining a Result to the End-User: A Geometric Approach for Classification Problems
This paper addresses the issue of the explanation of the result given to the end-user by a classifier, when it is used as a decision support system. We consider machine learning cl...
Isabelle Alvarez, Sophie Martin
DSS
2011
13 years 1 months ago
Estimating the effect of word of mouth on churn and cross-buying in the mobile phone market with Markov logic networks
Abstract: Much has been written about word of mouth and customer behavior. Telephone call detail records provide a novel way to understand the strength of the relationship between ...
Torsten Dierkes, Martin Bichler, Ramayya Krishnan
HICSS
2007
IEEE
94views Biometrics» more  HICSS 2007»
14 years 4 months ago
Fit Perspectives and Theory Building in Information Systems
Our study examines the fit concept in the context of IS planning, a major research stream in the IS literature. Previous research reveals inconsistencies in the IS planning litera...
Victoria Mitchell, Hasan Mohammad, Tracey Stock, X...
NSDI
2008
14 years 10 days ago
Exploiting Machine Learning to Subvert Your Spam Filter
Using statistical machine learning for making security decisions introduces new vulnerabilities in large scale systems. This paper shows how an adversary can exploit statistical m...
Blaine Nelson, Marco Barreno, Fuching Jack Chi, An...
WSC
2000
13 years 11 months ago
New results on procedures that select the best system using CRN
One use of simulation is to inform decision makers that seek to select the best of several alternative systems. The system with the highest (or lowest) mean value for simulation o...
Stephen E. Chick, Koichiro Inoue