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» Phenomenology, Representations and Complexity
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DIS
2006
Springer
15 years 1 months ago
Itemset Support Queries Using Frequent Itemsets and Their Condensed Representations
The purpose of this paper is two-fold: First, we give efficient algorithms for answering itemset support queries for collections of itemsets from various representations of the fre...
Taneli Mielikäinen, Pance Panov, Saso Dzerosk...
NPL
2000
99views more  NPL 2000»
14 years 9 months ago
On the Internal Representations of Product Units
This paper explores internal representation power of product units [1] that act as the functional nodes in the hidden layer of a multi-layer feedforward network. Interesting proper...
Jung-Hua Wang, Yi-Wei Yu, Jia-Horng Tsai
ATAL
2007
Springer
15 years 3 months ago
Matrix-based representation for coordination fault detection: a formal approach
Teamwork requires that team members coordinate their actions. The representation of the coordination is a key requirement since it influences the complexity and flexibility of r...
Meir Kalech, Michael Lindner, Gal A. Kaminka
ATAL
2004
Springer
15 years 1 months ago
Automated Conversion and Simplification of Plan Representations
As planning agents grow more sophisticated, issues of plan representation arise alongside concerns with plan generation. Planning methods work over increasingly large and difficul...
Martin Allen, Shlomo Zilberstein
NIPS
2008
14 years 11 months ago
Dimensionality Reduction for Data in Multiple Feature Representations
In solving complex visual learning tasks, adopting multiple descriptors to more precisely characterize the data has been a feasible way for improving performance. These representa...
Yen-Yu Lin, Tyng-Luh Liu, Chiou-Shann Fuh