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» Decision rules and decision markets
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IM
2003
14 years 11 months ago
A Revenue-based Model for Making Resource Investment Decisions in IP Networks
: Capacity planning is a critical task in network management. It identifies how much capacity is needed to match future traffic demand. It directly affects customer satisfaction ...
Srinivasan Jagannathan, Jörn Altmann, Lee Rho...
DMIN
2009
142views Data Mining» more  DMIN 2009»
14 years 7 months ago
Action Selection in Customer Value Optimization: An Approach Based on Covariate-Dependent Markov Decision Processes
Typical methods in CRM marketing include action selection on the basis of Markov Decision Processes with fixed transition probabilities on the one hand, and scoring customers separ...
Angi Roesch, Harald Schmidbauer
DAM
2008
67views more  DAM 2008»
14 years 9 months ago
Extended resolution simulates binary decision diagrams
We prove that binary decision diagrams [1] can be polynomially simulated by the extended resolution rule of [2]. More precisely, for any unsatisfiable formula , there exists an ex...
Nicolas Peltier
AIME
2007
Springer
15 years 3 months ago
Machine Learning Techniques for Decision Support in Anesthesia
Abstract. The growing availability of measurement devices in the operating room enables the collection of a huge amount of data about the state of the patient and the doctors’ pr...
Olivier Caelen, Gianluca Bontempi, Luc Barvais
ACMICEC
2007
ACM
97views ECommerce» more  ACMICEC 2007»
15 years 1 months ago
A predictive empirical model for pricing and resource allocation decisions
We present a semi-parametric model that describes pricing behaviors in a market environment, and we show how that model can be used to guide resource allocation and pricing decisi...
Wolfgang Ketter, John Collins, Maria L. Gini, Paul...