Isbn: 9789813366558 - applied advanced analytics: 6th iima international conference on advanced data analysis, business analytics and intelligence (springer proceedings in business and economics) (16 resultados)

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Condición: New. 1st ed. 2021 edition NO-PA16APR2015-KAP.

Hardcover. Condición: Brand New. 243 pages. 9.25x6.10x9.21 inches. In Stock.

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Gebunden. Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Contains a wealth of case studies and new techniques for a quick understanding of advanced analytics and its applications in the business scenarioComprises of seven diverse themes to ensure a broad coverage of applicationsBridges the gap .…

Buch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book covers several new areas in the growing field of analytics with some innovative applications in different business contexts, and consists of selected presentations at the 6thIIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence. The book is conceptually divided in seven parts. The first part gives expository briefs on some topics of current academic and practitioner interests, such as data streams, binary prediction and reliability shock models. In the second part, the contributions look at artificial intelligence applications with chapters related to explainable AI, personalized search and recommendation, and customer retention management. The third part deals with credit risk analytics, with chapters on optimization of credit limits and mitigation of agricultural lending risks. In its fourth part, the book explores analytics and data mining in the retail context. In the fifth part, the book presents some applications of analytics to operations management. This part has chapters related to improvement of furnace operations, forecasting food indices and analytics for improving student learning outcomes. The sixth part has contributions related to adaptive designs in clinical trials, stochastic comparisons of systems with heterogeneous components and stacking of models. The seventh and final part contains chapters related to finance and economics topics, such as role of infrastructure and taxation on economic growth of countries andconnectedness of markets with heterogenous agents,The different themes ensure that the book would be of great value to practitioners, post-graduate students, research scholars and faculty teaching advanced business analytics courses. 244 pp. Englisch.…

Buch. Condición: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book covers several new areas in the growing field of analytics with some innovative applications in different business contexts, and consists of selected presentations at the 6thIIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence. The book is conceptually divided in seven parts. The first part gives expository briefs on some topics of current academic and practitioner interests, such as data streams, binary prediction and reliability shock models. In the second part, the contributions look at artificial intelligence applications with chapters related to explainable AI, personalized search and recommendation, and customer retention management. The third part deals with credit risk analytics, with chapters on optimization of credit limits and mitigation of agricultural lending risks. In its fourth part, the book explores analytics and data mining in the retail context. In the fifth part, the book presents some applications of analytics to operations management. This part has chapters related to improvement of furnace operations, forecasting food indices and analytics for improving student learning outcomes. The sixth part has contributions related to adaptive designs in clinical trials, stochastic comparisons of systems with heterogeneous components and stacking of models. The seventh and final part contains chapters related to finance and economics topics, such as role of infrastructure and taxation on economic growth of countries andconnectedness of markets with heterogenous agents,The different themes ensure that the book would be of great value to practitioners, post-graduate students, research scholars and faculty teaching advanced business analytics courses.…

Buch. Condición: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Data Streams.- Robust Statistics.- Explainable Artificial Intelligence Model: Analysis of Neural Network Parameters.- Mitigating Agricultural Lending Risk: An Advanced Analytical Approach.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 244 pp. Englisch. …

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