001450357 000__ 03391cam\a2200469\a\4500
001450357 001__ 1450357
001450357 003__ OCoLC
001450357 005__ 20230310004521.0
001450357 006__ m\\\\\o\\d\\\\\\\\
001450357 007__ cr\un\nnnunnun
001450357 008__ 221016s2022\\\\sz\\\\\\o\\\\\001\0\eng\d
001450357 020__ $$a9783031040283$$q(electronic bk.)
001450357 020__ $$a3031040287$$q(electronic bk.)
001450357 020__ $$z3031040279
001450357 020__ $$z9783031040276
001450357 0247_ $$a10.1007/978-3-031-04028-3$$2doi
001450357 035__ $$aSP(OCoLC)1347695313
001450357 040__ $$aYDX$$beng$$cYDX$$dGW5XE$$dEBLCP$$dOCLCF$$dUKAHL$$dOCLCQ
001450357 049__ $$aISEA
001450357 050_4 $$aQA401
001450357 08204 $$a511.8$$223/eng/20221020
001450357 24500 $$aIntelligent systems modeling and simulation II :$$bmachine learning, neural networks, efficient numerical algorithm and statistical methods /$$cSamsul Ariffin Abdul Karim, editor.
001450357 260__ $$aCham, Switzerland :$$bSpringer,$$c2022.
001450357 300__ $$a1 online resource
001450357 4901_ $$aStudies in systems, decision and control,$$x2198-4190 ;$$vvolume 444
001450357 500__ $$aIncludes index.
001450357 5050_ $$aIntroduction -- Data-driven Ordinary Differential Equations Model for predicting missing data and forecasting Crude Oil Prices -- Efficient iterative approximation for nonlinear porous medium equation with drainage model -- The Performance of Logistic Regression and Discriminant Analysis in Spam E-mail Classification -- Detecting Structural Breaks and Outliers for Volatility Data via Impulse Indicator Saturation -- Index.
001450357 506__ $$aAccess limited to authorized users.
001450357 520__ $$aThis book develops a new system of modeling and simulations based on intelligence system. As we are directly moving from Third Industrial Revolution (IR3.0) to Fourth Industrial Revolution (IR4.0), there are many emergence techniques and algorithm that appear in many sciences and engineering branches. Nowadays, most industries are using IR4.0 in their product development as well as to refine their products. These include simulation on oil rig drilling, big data analytics on consumer analytics, fastest algorithm for large-scale numerical simulations and many more. These will save millions of dollar in the operating costs. Without any doubt, mathematics, statistics and computing are well blended to form an intelligent system for simulation and modeling. Motivated by this rapid development, in this book, a total of 41 chapters are contributed by the respective experts. The main scope of the book is to develop a new system of modeling and simulations based on machine learning, neural networks, efficient numerical algorithm and statistical methods. This book is highly suitable for postgraduate students, researchers as well as scientists that have interest in intelligent numerical modeling and simulations.
001450357 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed October 20, 2022).
001450357 650_0 $$aMathematical models.
001450357 650_0 $$aProblem solving.
001450357 655_0 $$aElectronic books.
001450357 7001_ $$aAbdul Karim, Samsul Ariffin,$$eeditor.
001450357 77608 $$iPrint version: $$z3031040279$$z9783031040276$$w(OCoLC)1304816404
001450357 830_0 $$aStudies in systems, decision and control ;$$vv. 444.$$x2198-4190
001450357 852__ $$bebk
001450357 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-04028-3$$zOnline Access$$91397441.1
001450357 909CO $$ooai:library.usi.edu:1450357$$pGLOBAL_SET
001450357 980__ $$aBIB
001450357 980__ $$aEBOOK
001450357 982__ $$aEbook
001450357 983__ $$aOnline
001450357 994__ $$a92$$bISE