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PAKM
2000
15 years 7 months ago
Knowledge Re-Use as Engineering Re-Use: Extracting Values from Knowledge Management
This paper presents a knowledge-sharing framework for achieving effective knowledge reuse within industrial organisations. This knowledge re-use paradigm goes beyond traditional e...
Christopher Yeung, Tony Holden
VLDB
2002
ACM
125views Database» more  VLDB 2002»
15 years 6 months ago
Self-tuning Database Technology and Information Services: from Wishful Thinking to Viable Engineering
Automatic tuning has been an elusive goal for database technology for a long time and is becoming a pressing issue for modern E-services. This paper reviews and assesses the advan...
Gerhard Weikum, Axel Mönkeberg, Christof Hass...
ESANN
2006
15 years 7 months ago
Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms
Random Forests were introduced by Breiman for feature (variable) selection and improved predictions for decision tree models. The resulting model is often superior to AdaBoost and ...
Long Han, Mark J. Embrechts, Boleslaw K. Szymanski...
KDD
2003
ACM
191views Data Mining» more  KDD 2003»
16 years 6 months ago
Assessment and pruning of hierarchical model based clustering
The goal of clustering is to identify distinct groups in a dataset. The basic idea of model-based clustering is to approximate the data density by a mixture model, typically a mix...
Jeremy Tantrum, Alejandro Murua, Werner Stuetzle
EOR
2007
85views more  EOR 2007»
15 years 6 months ago
Modeling and analysis of a supply-assembly-store chain
We consider a supply–assembly–store chain with produce-to-stock strategy, which comprises a set of component suppliers, a mixed-model assembly line with a constantly moving co...
Xiaobo Zhao, Deju Xu, Hanqin Zhang, Qi-Ming He