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» Generalization Algorithms for Second-Order Terms
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KDD
2006
ACM
143views Data Mining» more  KDD 2006»
16 years 4 months ago
Algorithms for discovering bucket orders from data
Ordering and ranking items of different types are important tasks in various applications, such as query processing and scientific data mining. A total order for the items can be ...
Aristides Gionis, Heikki Mannila, Kai Puolamä...
KDD
2004
ACM
126views Data Mining» more  KDD 2004»
16 years 4 months ago
Turning CARTwheels: an alternating algorithm for mining redescriptions
We present an unusual algorithm involving classification trees-CARTwheels--where two trees are grown in opposite directions so that they are joined at their leaves. This approach ...
Naren Ramakrishnan, Deept Kumar, Bud Mishra, Malco...
ICCAD
2003
IEEE
132views Hardware» more  ICCAD 2003»
16 years 1 months ago
A Sum-over-Paths Impulse-Response Moment-Extraction Algorithm for IC-Interconnect Networks: Verification, Coupled RC Lines
We have created a stochastic impulse-response (IR) momentextraction algorithm for RC circuit networks. It employs a newly discovered Feynman Sum-over-Paths Postulate. Full paralle...
Yannick L. Le Coz, Dhivya Krishna, Dusan M. Petran...
ISPD
2010
ACM
157views Hardware» more  ISPD 2010»
15 years 11 months ago
SafeChoice: a novel clustering algorithm for wirelength-driven placement
This paper presents SafeChoice (SC), a novel clustering algorithm for wirelength-driven placement. Unlike all previous approaches, SC is proposed based on a fundamental theorem, s...
Jackey Z. Yan, Chris Chu, Wai-Kei Mak
ATAL
2009
Springer
15 years 10 months ago
SarsaLandmark: an algorithm for learning in POMDPs with landmarks
Reinforcement learning algorithms that use eligibility traces, such as Sarsa(λ), have been empirically shown to be effective in learning good estimated-state-based policies in pa...
Michael R. James, Satinder P. Singh