03718nam 22005175 450 991035021420332120180909021039.0981-13-1208-710.1007/978-981-13-1208-3(CKB)4100000006519773(MiAaPQ)EBC5510535(DE-He213)978-981-13-1208-3(EXLCZ)99410000000651977320180907d2019 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierAdvances in Analytics and Applications[electronic resource] /edited by Arnab Kumar Laha1st ed. 2019.Singapore :Springer Singapore :Imprint: Springer,2019.1 online resource (289 pages)Springer Proceedings in Business and Economics,2198-7246981-13-1207-9 Part I: Overviews -- Chapter 1. Machine Learning -- Chapter 2. Regression Methods -- Chapter 3. Functional Data Analysis -- Chapter 4. Directional Data Analysis -- Chapter 5.Branching Processes -- Part II: Predictive Analysis Applications -- Chapter 6. Click-Through Rate Estimation using CHAID Classification Tree Model -- Chapter 7 . Predicting Success Probability in Professional Tennis Tournaments: Using a Logistic Regression Model -- Chapter 8. Hausdorff Path Clustering and Hidden Markov Model Applied to Person Movement Prediction in Retail Spaces -- Chapter 9. Improving Email Marketing Campaign Success Rate Using Personalization -- etc.This book includes selected papers submitted to the ICADABAI-2017 conference, offering an overview of the new methodologies and presenting innovative applications that are of interest to both academicians and practitioners working in the area of analytics. It discusses predictive analytics applications, machine learning applications, human resource analytics, operations analytics, analytics in finance, methodology and econometric applications. The papers in the predictive analytics applications section discuss web analytics, email marketing, customer churn prediction, retail analytics and sports analytics. The section on machine learning applications then examines healthcare analytics, insurance analytics and machine analytics using different innovative machine learning techniques. Human resource analytics addresses important issues relating to talent acquisition and employability using analytics, while a paper in the section on operations analytics describe an innovative application in oil and gas industry. The papers in the analytics in finance part discuss the use of analytical tools in banking and commodity markets, and lastly the econometric applications part presents interesting banking and insurance applications.Springer Proceedings in Business and Economics,2198-7246Big dataBusiness enterprises-FinanceManagementBig Data/Analyticshttp://scigraph.springernature.com/things/product-market-codes/522070Business Financehttp://scigraph.springernature.com/things/product-market-codes/512000Managementhttp://scigraph.springernature.com/things/product-market-codes/515000Big data.Business enterprises-Finance.Management.Big Data/Analytics.Business Finance.Management.519.5Laha Arnab Kumaredthttp://id.loc.gov/vocabulary/relators/edtBOOK9910350214203321Advances in Analytics and Applications1951197UNINA02171nas 2200625-a 450 991086989600332120230518213020.01836-3261ISSN/OCT2008(DE-599)ZDB2524804-2(OCoLC)278256274(CKB)2490000000000526(CONSER)--2017205823(EXLCZ)99249000000000052620081003a20089999 --- aengurmn|nnn|nna|txtrdacontentcrdamediacrrdacarrierJournal of international education in businessAdelaide International Education in Business Research Group2008-Title from title screen (viewed on Oct. 3, 2008).2046-469X BusinessStudy and teaching (Higher)PeriodicalsBusiness educationPeriodicalsForeign studyPeriodicalsEnseignement commercialPériodiquesÉtudes à l'étrangerPériodiquesPublications périodiqueseclasEcoles commercialeseclasFormation à la gestioneclasMondialisationeclasBusiness educationfast(OCoLC)fst00842480BusinessStudy and teaching (Higher)fast(OCoLC)fst00842391Foreign studyfast(OCoLC)fst00931877Periodicals.fastBusinessStudy and teaching (Higher)Business educationForeign studyEnseignement commercialÉtudes à l'étrangerPublications périodiques.Ecoles commerciales.Formation à la gestion.Mondialisation.Business education.BusinessStudy and teaching (Higher)Foreign study.658.00711University of South Australia.International Education in Business Group.JOURNAL9910869896003321Journal of international education in business2206118UNINA