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» Management without (Detailed) Models
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CAISE
2010
Springer
15 years 5 months ago
Beyond Process Mining: From the Past to Present and Future
Abstract. Traditionally, process mining has been used to extract models from event logs and to check or extend existing models. This has shown to be useful for improving processes ...
Wil M. P. van der Aalst, Maja Pesic, Minseok Song
146
Voted
DKE
1998
149views more  DKE 1998»
15 years 4 months ago
Knowledge Engineering: Principles and Methods
This paper gives an overview about the development of the field of Knowledge Engineering over the last 15 years. We discuss the paradigm shift from a transfer view to a modeling v...
Rudi Studer, V. Richard Benjamins, Dieter Fensel
157
Voted
KDD
2005
ACM
149views Data Mining» more  KDD 2005»
15 years 10 months ago
A distributed learning framework for heterogeneous data sources
We present a probabilistic model-based framework for distributed learning that takes into account privacy restrictions and is applicable to scenarios where the different sites ha...
Srujana Merugu, Joydeep Ghosh
MSWIM
2003
ACM
15 years 9 months ago
Simulation of large ad hoc networks
An ad hoc network is formed by wireless mobile nodes (hosts) that operate as terminals as well as routers in the network, without any centralized administration. Research in ad ho...
Valeriy Naoumov, Thomas R. Gross
VLDB
2002
ACM
131views Database» more  VLDB 2002»
15 years 4 months ago
ProTDB: Probabilistic Data in XML
Whereas traditional databases manage only deterministic information, many applications that use databases involve uncertain data. This paper presents a Probabilistic Tree Data Bas...
Andrew Nierman, H. V. Jagadish