03013nam a2200481Ii 4500 9781838671716 UtOrBLW 20251029120203.0 m o d cr un||||||||| 190617t20192019enk ob 000 0 eng d 9781838671716 (e-book) UtOrBLW eng rda UtOrBLW HF5548.2 .H89 2019 UYQN bicssc BUS108000 bisacsh 658 Hu, Zhengbing, author. 59543 Self-learning and adaptive algorithms for business applications : a guide to adaptive neuro-fuzzy systems for fuzzy clustering under uncertainty conditions / Zhengbing Hu, Yevgeniy V. Bodyanskiy, and Oleksii K. Tyshchenko. Bingley, U.K. : Emerald Publishing Limited, 2019. ©2019 1 online resource (vii, 111 pages) ; cm. text txt rdacontent computer c rdamedia online resource cr rdacarrier Emerald points Includes bibliographical references. Prelims -- Introduction -- Review of the problem area -- Adaptive methods of fuzzy clustering -- Kohonen maps and their ensembles for fuzzy clustering tasks -- Simulation results and solutions for practical tasks -- Conclusion -- References. In today's data-driven world, more sophisticated algorithms for data processing are in high demand, mainly when the data cannot be handled with the help of traditional techniques. Self-learning and adaptive algorithms are now widely used by such leading giants that as Google, Tesla, Microsoft, and Facebook in their projects and applications.In this guide designed for researchers and students of computer science, readers will find a resource for how to apply methods that work on real-life problems to their challenging applications, and a go-to work that makes fuzzy clustering issues and aspects clear. Including research relevant to those studying cybernetics, applied mathematics, statistics, engineering, and bioinformatics who are working in the areas of machine learning, artificial intelligence, complex system modeling and analysis, neural networks, and optimization, this is an ideal read for anyone interested in learning more about the fascinating new developments in machine learning. Print version record. Business Data processing. 59544 Electronic data processing. 59545 Fuzzy systems. 59546 Business & Economics Research & Development. bisacsh 59547 Neural networks & fuzzy systems. bicssc 59548 Bodyanskiy, Yevgeniy V., author. 59549 Tyshchenko, Oleksii, author. 59550 9781838671747 Emerald points. https://www.emerald.com/insight/publication/doi/10.1108/9781838671716 51494 51494