@inproceedings{c40346cfa4ed4681a0028272ab1e2b51,
title = "A neural network approach to the operational strategic determinants of market value in high-tech oriented SMEs",
abstract = "The purpose of this paper is to present an adaptive performance model using backpropagation neural network (BPNN) in scrutinizing impact of strategic factors on firm performance, especially within high-tech SMEs in U.S. The novel design approach introduced in this paper segments SMEs into high and low performance groups and captures different impact patterns of strategic variables (e.g. R&D). This paper explores both explanatory and predictive capacity of a neural network and extends its application to the measurement of relative efficiency and subsequent prediction of potential improvement. This paper demonstrates effectiveness of a neural network for SME analysis and its potential advancement toward performance modeling as an adaptive decision support tool.",
author = "Jooh Lee and Kwon, {He Boong}",
note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 3rd International Conference on Industrial Engineering, Management Science and Applications, ICIMSA 2016 ; Conference date: 23-05-2016 Through 26-05-2016",
year = "2016",
month = jul,
day = "5",
doi = "10.1109/ICIMSA.2016.7503985",
language = "English (US)",
series = "ICIMSA 2016 - 2016 3rd International Conference on Industrial Engineering, Management Science and Applications",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "ICIMSA 2016 - 2016 3rd International Conference on Industrial Engineering, Management Science and Applications",
address = "United States",
}