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» Recommendation Systems: A Probabilistic Analysis
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ICLP
2009
Springer
14 years 9 months ago
Preprocessing for Optimization of Probabilistic-Logic Models for Sequence Analysis
Abstract. A class of probabilistic-logic models is considered, which increases the expressibility from HMM's and SCFG's regular and contextfree languages to, in principle...
Henning Christiansen, Ole Torp Lassen
MSR
2006
ACM
14 years 2 months ago
A lightweight approach to technical risk estimation via probabilistic impact analysis
An evolutionary development approach is increasingly commonplace in industry but presents increased difficulties in risk management, for both technical and organizational reasons...
Robert J. Walker, Reid Holmes, Ian Hedgeland, Pune...
HICSS
2006
IEEE
99views Biometrics» more  HICSS 2006»
14 years 2 months ago
A Framework for Automatic Online Personalization
Inexpensive data collection and storage technologies and a global thirst for information have led to data repositories so large that users may become disoriented and unable to loc...
Paul Ralph, Jeff Parsons
RSP
2003
IEEE
111views Control Systems» more  RSP 2003»
14 years 1 months ago
Exploring the Probabilistic Design Space of Multimedia Systems
In this paper, we propose the novel concept of probabilistic design for multimedia systems and a methodology to quickly explore such design space at an early design stage. The pro...
Shaoxiong Hua, Gang Qu, Shuvra S. Bhattacharyya
ML
2008
ACM
248views Machine Learning» more  ML 2008»
13 years 8 months ago
Feature selection via sensitivity analysis of SVM probabilistic outputs
Feature selection is an important aspect of solving data-mining and machine-learning problems. This paper proposes a feature-selection method for the Support Vector Machine (SVM) l...
Kai Quan Shen, Chong Jin Ong, Xiao Ping Li, Einar ...