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ICML
2010
IEEE
15 years 3 months ago
Particle Filtered MCMC-MLE with Connections to Contrastive Divergence
Learning undirected graphical models such as Markov random fields is an important machine learning task with applications in many domains. Since it is usually intractable to learn...
Arthur Asuncion, Qiang Liu, Alexander T. Ihler, Pa...
ICAI
2008
15 years 3 months ago
Online Boosting Based Intrusion Detection in Changing Environments
Intrusion detection is an active research field in the development of reliable web-based information systems, where many artificial intelligence techniques are exploited to fit th...
Yanguo Wang, Weiming Hu, Xiaoqin Zhang
KBSE
2000
IEEE
15 years 6 months ago
Systematic Generation of Dependable Change Coordination Plans for Automated Switching of Coordination Policies
Distributed information systems for decision support and e-commerce applications require coordination of multiple autonomous components and their services to accomplish a set of g...
Prasanta K. Bose, Mark G. Matthews
DEXAW
1997
IEEE
99views Database» more  DEXAW 1997»
15 years 6 months ago
A Framework for Dynamic Changes in Workflow Management Systems
Current workflow management systems (WFMSs) are only applicable in a reliable and secure manner, if the business process (BP) to be supported is wellstructured. As ad hoc deviatio...
Manfred Reichert, Peter Dadam
COMMA
2008
15 years 3 months ago
Argument Theory Change: Revision Upon Warrant
Abstract. We propose an abstract argumentation theory whose dynamics is captured by the application of belief revision concepts. The theory is deemed as abstract because both the u...
Nicolás D. Rotstein, Martín O. Mogui...