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» Building AS-IS process models from task descriptions
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ICDM
2003
IEEE
136views Data Mining» more  ICDM 2003»
14 years 24 days ago
Statistical Relational Learning for Document Mining
A major obstacle to fully integrated deployment of many data mining algorithms is the assumption that data sits in a single table, even though most real-world databases have compl...
Alexandrin Popescul, Lyle H. Ungar, Steve Lawrence...
BMCBI
2008
119views more  BMCBI 2008»
13 years 7 months ago
On deducing causality in metabolic networks
Background: Metabolic networks present a complex interconnected structure, whose understanding is in general a non-trivial task. Several formal approaches have been developed to s...
Chiara Bodei, Andrea Bracciali, Davide Chiarugi
SASO
2007
IEEE
14 years 1 months ago
Root Cause Isolation for Self Healing in J2EE Environments
— The increasing complexity of distributed enterprise systems has made the task of managing these systems difficult and time consuming. The only way to simplify the management p...
Umesh Bellur, Amar Agrawal
AAAI
2007
13 years 9 months ago
Learning by Reading: A Prototype System, Performance Baseline and Lessons Learned
A traditional goal of Artificial Intelligence research has been a system that can read unrestricted natural language texts on a given topic, build a model of that topic and reason...
Ken Barker, Bhalchandra Agashe, Shaw Yi Chaw, Jame...
DAGSTUHL
2007
13 years 9 months ago
Integrated Human Behavior Modeling
In order to prevent emergencies or critical situations where humans are the origin, a timely provision of information thus obtained for the coordinating services and the on-site st...
Michael Berger, Dagmar Beyer, Stephan Prueckner