ライブラリ登録: Guest
Begell Digital Portal Begellデジタルライブラリー 電子書籍 ジャーナル 参考文献と会報 リサーチ集
Journal of Automation and Information Sciences
SJR: 0.238 SNIP: 0.464 CiteScore™: 0.27

ISSN 印刷: 1064-2315
ISSN オンライン: 2163-9337

巻:
巻 51, 2019 巻 50, 2018 巻 49, 2017 巻 48, 2016 巻 47, 2015 巻 46, 2014 巻 45, 2013 巻 44, 2012 巻 43, 2011 巻 42, 2010 巻 41, 2009 巻 40, 2008 巻 39, 2007 巻 38, 2006 巻 37, 2005 巻 36, 2004 巻 35, 2003 巻 34, 2002 巻 33, 2001 巻 32, 2000 巻 31, 1999 巻 30, 1998 巻 29, 1997 巻 28, 1996

Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v31.i7-9.90
pages 51-58

Application of Self-Organizing Neural Networks with Active Neurons for Prediction of Bioactivity of Chemical Compounds by the Analogues Search Algorithm

Alexey G. Ivakhnenko
International Research and Training Center of Information Technlogies and Systems of National Academy of Sciences of Ukraine and Ministry of Education and Science of Ukraine, Kyiv
V. V. Kovalishyn
Igor V. Tetko
Institute of Physiology of Lausanne University, Switzerland
A. I. Luik
Grigoriy A. Ivakhnenko
"Information Recourses Inc." company, London, Great Britain
N. A. Ivakhnenko

要約

In the developed artificial neural network the analogues complexing algorithm is used as active neurons. Proposed procedure of structure self-organization and parameters choice is used for testing of two experimental subsamples of data. Two variants of sorting procedures of variables sets are considered. Analogues are found by distance calculation between the given output point and its closest neighbours. Received results show that self-organizing neural networks with active neurons, can be successfully applied in structure-activity relationship studies.


Articles with similar content:

Prospects of Information Processing in Artificial Immune Systems
Journal of Automation and Information Sciences, Vol.41, 2009, issue 7
Alexandra A. Vagis
Protein Secondary Structure Recognition Procedure
Journal of Automation and Information Sciences, Vol.39, 2007, issue 8
Boris A. Beletskiy, Alexandra A. Vagis, Sergey V. Vasilyev
Use of Fuzzy Situations in Assessment of Software Quality
Telecommunications and Radio Engineering, Vol.64, 2005, issue 1-6
V. Yu. Khramov, P. N. Besedin
Synthesis Method of Empirical Models Optimal by Complexity under Uncertainty Conditions
Journal of Automation and Information Sciences, Vol.48, 2016, issue 9
Taras V. Humenyuk , Mikhail I. Gorbiychuk
Applicability of Adaptive Algorithms to Radar Target Identification
Telecommunications and Radio Engineering, Vol.51, 1997, issue 6-7
V. S. Nakonechny, A. A. Poberezhny, V. E. Kudryashov