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ENTCS
2007
98views more  ENTCS 2007»
15 years 6 months ago
Event Structures with Symmetry
A category of event structures with symmetry is introduced and its categorical properties investigated. Applications to the event-structure semantics of higher order processes, no...
Glynn Winskel
JMLR
2012
13 years 8 months ago
Learning Low-order Models for Enforcing High-order Statistics
Models such as pairwise conditional random fields (CRFs) are extremely popular in computer vision and various other machine learning disciplines. However, they have limited expre...
Patrick Pletscher, Pushmeet Kohli
GI
2003
Springer
15 years 11 months ago
Link Analysis and Site Structure in Information Retrieval
: Link analysis is the most important application of web structure mining and serves as a new knowledge source in web information retrieval. However, the mono-dimensional analysis ...
Thomas Mandl
PAKDD
2000
ACM
100views Data Mining» more  PAKDD 2000»
15 years 9 months ago
Discovery of Relevant Weights by Minimizing Cross-Validation Error
In order to discover relevant weights of neural networks, this paper proposes a novel method to learn a distinct squared penalty factor for each weight as a minimization problem ov...
Kazumi Saito, Ryohei Nakano
SIGMOD
2000
ACM
129views Database» more  SIGMOD 2000»
15 years 10 months ago
Mining Frequent Patterns without Candidate Generation
Mining frequent patterns in transaction databases, time-series databases, and many other kinds of databases has been studied popularly in data mining research. Most of the previous...
Jiawei Han, Jian Pei, Yiwen Yin