LEADER 05309nam 22008535 450 001 9910403764103321 005 20250609110058.0 010 $a981-15-3357-1 024 7 $a10.1007/978-981-15-3357-0 035 $a(OCoLC)1153785113 035 $a(CKB)4100000011273620 035 $a(MiAaPQ)EBC6191389 035 $a(DE-He213)978-981-15-3357-0 035 $a(PPN)248393189 035 $a(MiAaPQ)EBC6191344 035 $a(EXLCZ)994100000011273620 100 $a20200504d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aApplications of Machine Learning /$fedited by Prashant Johri, Jitendra Kumar Verma, Sudip Paul 205 $a1st ed. 2020. 210 1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2020. 215 $a1 online resource (404 pages) 225 1 $aAlgorithms for Intelligent Systems,$x2524-7565 311 08$a981-15-3356-3 327 $aStatistical Learning Process for the Reduction of Sample Collection Assuring a Desired Level of Confidence -- Sentiment Analysis on Google Play Store Data using Deep Learning -- Managing the Data Meaning in the Data Stream Processing: A Systematic Literature Mapping -- Tracking an Object using Traditional MS (Mean Shift) and CBWH MS (Mean Shift) Algorithm with Kalman Filter -- Transfer Learning and Domain Adaptation for Named Entity Recognition -- Knowledge Graph from Informal Text: Architecture, Components, Algorithms and Applications -- Neighborhood-based Collaborative Recommendations: An Introduction -- Classification of Arabic Texts Using Singular Value Decomposition and Fuzzy C-Means Algorithms -- Echo State Network Based Nonlinear Channel Equalization in Wireless Communication System -- Melody Extraction from Music: A Comprehensive Study -- Comparative Analysis of Combined Gas Turbine-Steam Turbine Power Cycle Performance by Using Entropy Generation and Statistical Methodology -- Data Mining - A Tool for Handling Huge Voluminous Data -- Improved Training Pattern in Back Propagation Neural Networks Using Holt-Winters' Seasonal Method and Gradient Boosting Model -- Ensemble of Multi-headed Machine Learning Architectures for Time-series Forecasting of Healthcare Expenditures -- Applying Soft Computing Approaches To Investigate Software Fault Proneness in Agile Software Development Environment. 330 $aThis book covers applications of machine learning in artificial intelligence. The specific topics covered include human language, heterogeneous and streaming data, unmanned systems, neural information processing, marketing and the social sciences, bioinformatics and robotics, etc. It also provides a broad range of techniques that can be successfully applied and adopted in different areas. Accordingly, the book offers an interesting and insightful read for scholars in the areas of computer vision, speech recognition, healthcare, business, marketing, and bioinformatics. 410 0$aAlgorithms for Intelligent Systems,$x2524-7565 606 $aApplied mathematics 606 $aEngineering mathematics 606 $aSignal processing 606 $aImage processing 606 $aSpeech processing systems 606 $aMachine learning 606 $aOptical data processing 606 $aArtificial intelligence 606 $aComputer logic 606 $aMathematical statistics 606 $aMathematical and Computational Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T11006 606 $aSignal, Image and Speech Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/T24051 606 $aMachine Learning$3https://scigraph.springernature.com/ontologies/product-market-codes/I21010 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aLogic in AI$3https://scigraph.springernature.com/ontologies/product-market-codes/I21020 606 $aProbability and Statistics in Computer Science$3https://scigraph.springernature.com/ontologies/product-market-codes/I17036 615 0$aApplied mathematics. 615 0$aEngineering mathematics. 615 0$aSignal processing. 615 0$aImage processing. 615 0$aSpeech processing systems. 615 0$aMachine learning. 615 0$aOptical data processing. 615 0$aArtificial intelligence. 615 0$aComputer logic. 615 0$aMathematical statistics. 615 14$aMathematical and Computational Engineering. 615 24$aSignal, Image and Speech Processing. 615 24$aMachine Learning. 615 24$aImage Processing and Computer Vision. 615 24$aLogic in AI. 615 24$aProbability and Statistics in Computer Science. 676 $a006.31 702 $aJohri$b Prashant$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aVerma$b Jitendra Kumar$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPaul$b Sudip$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910403764103321 996 $aApplications of Machine Learning$92542172 997 $aUNINA