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151
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BIBE
2006
IEEE
137views Bioinformatics» more  BIBE 2006»
15 years 9 months ago
Leveraging Chemical Background Knowledge for the Prediction of Growth Inhibition
We show how chemical background knowledge can be used to improve the prediction performance in structureactivitity relationships (SARs) for non-congeneric compounds. The goal of t...
Lothar Richter, Stefan Hechtl, Stefan Kramer
136
Voted
CANDT
2009
15 years 7 months ago
Active artifacts as bridges between context and community knowledge sources
The aim of the paper is twofold: i) understanding how to provide additional information that is reflective of current organizational context in knowledge production and use; ii) p...
Federico Cabitza, Carla Simone
101
Voted
SMC
2007
IEEE
134views Control Systems» more  SMC 2007»
15 years 10 months ago
TCM masters miner for knowledge transfer
—Traditional Chinese medicine (TCM) has a rich knowledge about human health and disease by its special way evolved along a very long history. As modern medicine is achieving much...
Xijin Tang, Nan Zhang, Zheng Wang
130
Voted
KDD
2004
ACM
124views Data Mining» more  KDD 2004»
15 years 9 months ago
Incorporating prior knowledge with weighted margin support vector machines
Like many purely data-driven machine learning methods, Support Vector Machine (SVM) classifiers are learned exclusively from the evidence presented in the training dataset; thus ...
Xiaoyun Wu, Rohini K. Srihari
109
Voted
HICSS
2008
IEEE
110views Biometrics» more  HICSS 2008»
15 years 10 months ago
Gathering Experience Knowledge from Iterative Software Development Processes
This paper proposes that experience knowledge would be beneficial for iterative software development. In this paper, experience knowledgebased artifacts have been linked to Extrem...
Jouni Kokkoniemi