Footnote:
Includes bibliographical references
Restricted to subscribers or individual electronic text purchasers
Description:
"This book not only catalogues the existing platforms and technologies, it explores new trends within the field of big data analytics (BDA) by presenting new and existing research materials and insights on the various approaches to BDA"--Provided by publisher.
Business analytics and big data: driving organizational change / Dennis T. Kennedy, Dennis M. Crossen, Kathryn A. Szabat -- Predictive analytics / Sema A. Kalaian, Rafa M. Kasim -- Using big data opinion mining to predict rises and falls in the stock price index / Yoosin Kim, Michelle Jeong, Seung Ryul Jeong -- A modified stacking ensemble machine learning algorithm using genetic algorithms / Riyaz Sikora, O'la Al-Laymoun -- Organizational performance-design process: a discrete-events simulation approach / Hossein Arsham, Shaya Sheikh -- Data, information, and knowledge: developing an intangible assets strategy / G. Scott Erickson, Helen N. Rothberg -- Business analytics for business analysts in manufacturing / Coleen Wilder, Ceyhun Ozgur -- Big data transforming small and medium enterprises / Donna M. Schaeffer, Patrick C. Olson -- Nonprofit fundraising transformation through analytics / David George Vequist IV -- The role of business analytics in performance management / Kijpokin Kasemsap -- Evaluation of information awareness and understanding through different internal communication tools / Tanja Sedej, Damijan Mumel -- Empirical investigation on the evolution of BI maturity in Malaysian organizations / In Lih Ong, Pei Hwa Siew -- Cultural integration with strategic decision-making process in determining innovation performance: evidence from an Arab country setting / Ekaterini Galanou, Marios Katsioloudes -- A data warehouse integration methodology in support of collaborating SMEs / Marius Octavian Olaru, Maurizio Vincini -- Business intelligence, knowledge management, and customer relationship management technological support in enterprise competitive competence / Ming-Chang Lee -- Process improvements in supply chain operations: multi-firm case studies / Alan D. Smith -- Consumer information integration at pre-purchase: a discrete choice experiment / M. Deniz Dalman, Junhong Min -- Using data mining techniques and the choice of mode of text representation for improving the detection and filtering of spam / Reda Mohamed Hamou, Abdelmalek Amine -- Using supervised machine learning to explore energy consumption data in private sector housing / Mariya Sodenkamp, Konstantin Hopf, Thorsten Staake -- Application of data mining techniques on library circulation data for library material acquisition and budget allocation / Md. Hossain, Rashedur M. Rahman -- Some aspects of estimators for variance of normally distributed data / N. Hemachandra, Puja Sahu -- An exploration of backpropagation numerical algorithms in modeling US exchange rates / Salim Lahmiri -- Solving solid transportation problems with multi-choice cost and stochastic supply and demand / Sankar Kumar Roy, Deshabrata Roy Mahapatra -- Default probability prediction of credit applicants using a new fuzzy KNN method with optimal weights / Abbas Keramati, Niloofar Yousefi, Amin Omidvar