LEADER 04739nam 22006135 450 001 9910157638103321 005 20200701085655.0 010 $a3-319-51281-1 024 7 $a10.1007/978-3-319-51281-5 035 $a(CKB)3710000001001492 035 $a(DE-He213)978-3-319-51281-5 035 $a(MiAaPQ)EBC4774160 035 $a(PPN)197456588 035 $a(EXLCZ)993710000001001492 100 $a20161228d2017 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aRecent Advances on Soft Computing and Data Mining $eThe Second International Conference on Soft Computing and Data Mining (SCDM-2016), Bandung, Indonesia, August 18-20, 2016 Proceedings /$fedited by Tutut Herawan, Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris 205 $a1st ed. 2017. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017. 215 $a1 online resource (XXI, 649 p. 201 illus., 113 illus. in color.) 225 1 $aAdvances in Intelligent Systems and Computing,$x2194-5357 ;$v549 311 $a3-319-51279-X 320 $aIncludes bibliographical references and index. 327 $aCluster Validation Analysis on Attribute Relative of Soft Set Theory -- Optimizing Weights in Elman Recurrent Neural Networks with Wolf Search Algorithm -- Optimization of ANFIS using Artificial Bee Colony Algorithm for Classification of Malaysian SMEs -- Forecasting of Malaysian Oil Production and Oil Consumption Using Fuzzy Time Series -- A Fuzzy TOPSIS with Z-Numbers Approach for Evaluation on Accident at the Construction Site -- Formation Control Optimization for Odor Localization -- A New Search Direction for Broyden?s Family Method in Solving Unconstrained Optimization Problems -- Improved Functional Link Neural Network Learning Using Modified Bee-Firefly Algorithm for Classification Task -- Artificial Neural Network with Hyperbolic Tangent Activation Function to Improve the Accuracy of COCOMO II Model -- A study of data imputation using Fuzzy C-Means with Particle Swarm Optimization. . 330 $aThis book provides a comprehensive introduction and practical look at the concepts and techniques readers need to get the most out of their data in real-world, large-scale data mining projects. It also guides readers through the data-analytic thinking necessary for extracting useful knowledge and business value from the data. The book is based on the Soft Computing and Data Mining (SCDM-16) conference, which was held in Bandung, Indonesia on August 18th?20th 2016 to discuss the state of the art in soft computing techniques, and offer participants sufficient knowledge to tackle a wide range of complex systems. The scope of the conference is reflected in the book, which presents a balance of soft computing techniques and data mining approaches. The two constituents are introduced to the reader systematically and brought together using different combinations of applications and practices. It offers engineers, data analysts, practitioners, scientists and managers the insights into the concepts, tools and techniques employed, and as such enables them to better understand the design choice and options of soft computing techniques and data mining approaches that are necessary to thrive in this data-driven ecosystem. 410 0$aAdvances in Intelligent Systems and Computing,$x2194-5357 ;$v549 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aData mining 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aData mining. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aData Mining and Knowledge Discovery. 676 $a006.3 702 $aHerawan$b Tutut$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGhazali$b Rozaida$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aNawi$b Nazri Mohd$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDeris$b Mustafa Mat$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910157638103321 996 $aRecent Advances on Soft Computing and Data Mining$91933393 997 $aUNINA