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SDM
2012
SIAM
294views Data Mining» more  SDM 2012»
11 years 10 months ago
Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information
We propose a new matrix completion algorithm— Kernelized Probabilistic Matrix Factorization (KPMF), which effectively incorporates external side information into the matrix fac...
Tinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guil...
HICSS
2009
IEEE
165views Biometrics» more  HICSS 2009»
14 years 2 months ago
Information Logistics Strategy - Analysis of Current Practices and Proposal of a Framework
Although managerial issues of data warehousing and business intelligence received considerable attention in recent years, the strategy process has not often been investigated. Thi...
Barbara Dinter, Robert Winter
TCS
2010
13 years 2 months ago
A fluid analysis framework for a Markovian process algebra
Markovian process algebras, such as PEPA and stochastic -calculus, bring a powerful compositional approach to the performance modelling of complex systems. However, the models gen...
Richard A. Hayden, Jeremy T. Bradley
BPSC
2009
150views Business» more  BPSC 2009»
13 years 5 months ago
Evolution of Business Process Models and Languages
: "The only constant is change" is an often cited phrase. We regard it as predominant for the area of process based information systems. In this paper we investigate how ...
Stefan Jablonski, Bernhard Volz, Sebastian Dornsta...
BPM
2005
Springer
141views Business» more  BPM 2005»
14 years 1 months ago
Towards a Framework for the Agile Mining of Business Processes
Abstract. In order to support business processes effectively, their implementation by a process management systems (PMS) must be as close to the real world’s processes as possib...
Barbara Weber, Manfred Reichert, Stefanie Rinderle...