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» The Generalized Theory of Model Preference
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WWW
2010
ACM
16 years 1 months ago
Factorizing personalized Markov chains for next-basket recommendation
Recommender systems are an important component of many websites. Two of the most popular approaches are based on matrix factorization (MF) and Markov chains (MC). MF methods learn...
Steffen Rendle, Christoph Freudenthaler, Lars Schm...
WWW
2003
ACM
16 years 7 months ago
A new paradigm for ranking pages on the world wide web
This paper describes a new paradigm for modeling traffic levels on the world wide web (WWW) using a method of entropy maximization. This traffic is subject to the conservation con...
John A. Tomlin
LICS
2005
IEEE
16 years 4 days ago
Reactive Systems over Cospans
The theory of reactive systems, introduced by Leifer and Milner and previously extended by the authors, allows the derivation of well-behaved labelled transition systems (LTS) for...
Vladimiro Sassone, Pawel Sobocinski
IWPC
1996
IEEE
15 years 10 months ago
The Gadfly: An Approach to Architectural-Level System Comprehension
Technology to support system comprehension tends to reflect either a "bottom-up" or "top-down" approach. Bottom-up approaches attempt to derive system models f...
Kurt C. Wallnau, Paul C. Clements, Edwin J. Morris...
ATAL
2008
Springer
15 years 8 months ago
Dynamics based control with PSRs
We present an extension of the Dynamics Based Control (DBC) paradigm to environment models based on Predictive State Representations (PSRs). We show an approximate greedy version ...
Ariel Adam, Zinovi Rabinovich, Jeffrey S. Rosensch...