000			03371nam a22003735i 4500
001			394158
003			ES-MaUEC
005			20230102123057.0
007			cr nn 008mamaa
008			221012s2022 sz | s |||| 0|eng d
020			_a9783031040283
024	7		_a10.1007/978-3-031-04028-3 _2doi
040			_aES-MaUEC _bspa _cES-MaUEC
245	1	0	_aIntelligent Systems Modeling and Simulation II _bMachine Learning, Neural Networks, Efficient Numerical Algorithm and Statistical Methods _cedited by Samsul Ariffin Abdul Karim
250			_a1st edition 2022
264		1	_aCham _bSpringer International Publishing _c2022
300			_a1 recurso en línea (XXIII, 695 páginas) _b259 ilustraciones, 233 ilustraciones a color
336			_atexto _btxt _2rdacontent
337			_aelectrónico _bc _2rdamedia
338			_arecurso electrónico _bcr _2rdacarrier
347			_aarchivo de texto _bPDF
490	0		_aStudies in Systems Decision and Control _x2198-4190 _v444
505	0		_aIntroduction -- Data-driven Ordinary Differential Equations Model for predicting missing data and forecasting Crude Oil Prices -- Efficient iterative approximation for nonlinear porous medium equation with drainage model -- The Performance of Logistic Regression and Discriminant Analysis in Spam E-mail Classification -- Detecting Structural Breaks and Outliers for Volatility Data via Impulse Indicator Saturation -- Index.
520			_aThis book develops a new system of modeling and simulations based on intelligence system. As we are directly moving from Third Industrial Revolution (IR3.0) to Fourth Industrial Revolution (IR4.0), there are many emergence techniques and algorithm that appear in many sciences and engineering branches. Nowadays, most industries are using IR4.0 in their product development as well as to refine their products. These include simulation on oil rig drilling, big data analytics on consumer analytics, fastest algorithm for large-scale numerical simulations and many more. These will save millions of dollar in the operating costs. Without any doubt, mathematics, statistics and computing are well blended to form an intelligent system for simulation and modeling. Motivated by this rapid development, in this book, a total of 41 chapters are contributed by the respective experts. The main scope of the book is to develop a new system of modeling and simulations based on machine learning, neural networks, efficient numerical algorithm and statistical methods. This book is highly suitable for postgraduate students, researchers as well as scientists that have interest in intelligent numerical modeling and simulations.
700	1		_aAbdul Karim, Samsul Ariffin _eeditor literario _0(orcid)0000-0001-6518-6705 _1https://orcid.org/0000-0001-6518-6705 _4edt _4http://id.loc.gov/vocabulary/relators/edt
776	0	8	_iPrinted edition: _z9783031040276
776	0	8	_iPrinted edition: _z9783031040290
776	0	8	_iPrinted edition: _z9783031040306
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-04028-3 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942			_2lcc _cLE
988			_aSpringer_Robotics_2022
999			_c394158 _d394158