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Using Background Knowledge to Improve Inductive Learning: A Case Study in Molecular Biology
October 1994 (vol. 9 no. 5)
pp. 3-6
ASCII Text
x 
 
Hayam Hirsh, Michiel Noordewier, "Using Background Knowledge to Improve Inductive Learning: A Case Study in Molecular Biology," IEEE Intelligent Systems, vol. 9, no. 5, pp. 3-6, October, 1994.
 
 
BibTex
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@article{ 10.1109/64.331477,
author = {Hayam Hirsh and Michiel Noordewier},
title = {Using Background Knowledge to Improve Inductive Learning: A Case Study in Molecular Biology},
journal ={IEEE Intelligent Systems},
volume = {9},
number = {5},
issn = {0885-9000},
year = {1994},
pages = {3-6},
doi = {http://doi.ieeecomputersociety.org/10.1109/64.331477},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - MGZN
JO - IEEE Intelligent Systems
TI - Using Background Knowledge to Improve Inductive Learning: A Case Study in Molecular Biology
IS - 5
SN - 0885-9000
SP3
EP6
EPD - 3-6
A1 - Hayam Hirsh,
A1 - Michiel Noordewier,
PY - 1994
VL - 9
JA - IEEE Intelligent Systems
ER -
 

This work uses background knowledge to reexpress training data in a form more appropriate for inductive learning. The approach dramatically improves the results of decision-tree and neural network learning methods.

Citation:
Hayam Hirsh, Michiel Noordewier, "Using Background Knowledge to Improve Inductive Learning: A Case Study in Molecular Biology," IEEE Intelligent Systems, vol. 9, no. 5, pp. 3-6, Oct. 1994, doi:10.1109/64.331477
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