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ARTMED
2006
108views more  ARTMED 2006»
13 years 6 months ago
Constructing explanatory process models from biological data and knowledge
We address the task of inducing explanatory models from observations and knowledge about candidate biological processes, using the illustrative problem of modeling photosynthesis ...
Pat Langley, Oren Shiran, Jeff Shrager, Ljupco Tod...
ILP
2004
Springer
14 years 1 days ago
Modelling Inhibition in Metabolic Pathways Through Abduction and Induction
Abstract. In this paper, we study how a logical form of scientific modelling that integrates together abduction and induction can be used to understand the functional class of unk...
Alireza Tamaddoni-Nezhad, Antonis C. Kakas, Stephe...
PKDD
2005
Springer
142views Data Mining» more  PKDD 2005»
14 years 5 days ago
Speeding Up Logistic Model Tree Induction
Logistic Model Trees have been shown to be very accurate and compact classifiers [8]. Their greatest disadvantage is the computational complexity of inducing the logistic regressi...
Marc Sumner, Eibe Frank, Mark A. Hall
EMNLP
2010
13 years 4 months ago
Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing
Inducing a grammar directly from text is one of the oldest and most challenging tasks in Computational Linguistics. Significant progress has been made for inducing dependency gram...
Phil Blunsom, Trevor Cohn
DAC
1999
ACM
13 years 11 months ago
IC Analyses Including Extracted Inductance Models
IC inductance extraction generally produces either port inductances based on simplified current path assumptions or a complete partial inductance matrix. Combining either of thes...
Michael W. Beattie, Lawrence T. Pileggi