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ICCV
2009
IEEE
14 years 9 months ago
Unsupervised learning of high-order structural semantics from images
Structural semantics are fundamental to understanding both natural and man-made objects from languages to buildings. They are manifested as repeated structures or patterns and are...
Jizhou Gao, Yin Hu, Jinze Liu, Ruigang Yang
PDP
2010
IEEE
15 years 6 months ago
Trusted Interaction Patterns in Large-scale Enterprise Service Networks
Abstract—The evolution towards cross-organizational collaboration and interaction patterns has led to the emergence of scalable, Web services-based composition infrastructures. T...
Florian Skopik, Daniel Schall, Schahram Dustdar
ECAI
2000
Springer
15 years 3 months ago
Learning Efficiently with Neural Networks: A Theoretical Comparison between Structured and Flat Representations
Abstract. We are interested in the relationship between learning efficiency and representation in the case of supervised neural networks for pattern classification trained by conti...
Marco Gori, Paolo Frasconi, Alessandro Sperduti
CSMR
2006
IEEE
15 years 5 months ago
Package Patterns for Visual Architecture Recovery
Recovering the architecture is the first step towards reengineering a software system. Many reverse engineering tools use top-down exploration as a way of providing a visual and ...
Mircea Lungu, Michele Lanza, Tudor Gîrba
ICDM
2010
IEEE
201views Data Mining» more  ICDM 2010»
14 years 9 months ago
Mining Closed Strict Episodes
Discovering patterns in a sequence is an important aspect of data mining. One popular choice of such patterns are episodes, patterns in sequential data describing events that often...
Nikolaj Tatti, Boris Cule