TY - BOOK TI - Big Data Analytics: Tools and Technology for Effective Planning SN - 9781315391250 AV - QA76.9.B45 B543 N1 - chapter 1 Challenges in Big Data; Pothireddy Venkata Lakshmi Narayana Rao, Pothireddy Siva Abhilash, and PS Pavan Kumar --; chapter 2 Challenges in Big Data Analytics; Balamurugan Balusamy, Vegesna Tarun Sai Varma, and Sohil Sri Mani Yeshwanth Grandhi --; chapter 3 Big Data Reference Model; Kevin Berwind --; chapter 4 A Survey of Tools for Big Data Analytics; K. G. Srinivasa --; chapter 5 Understanding the Data Science behind Business Analytics; Mayank Mishra --; chapter 6 Big Data Predictive Modeling and Analytics; Mydhili K. Nair --; chapter 7 Deep Learning for Engineering Big Data Analytics; Kin Gwn Lore --; chapter 8 A Framework for Minimizing Data Leakage from Nonproduction Systems; Jacqueline Cope --; chapter 9 Big Data Acquisition, Preparation, and Analysis Using Apache Software Foundation Tools; Gouri Ginde, Rahul Aedula, Snehanshu Saha, Archana Mathur, Sudeepa Roy Dey, Gambhire Swati Sampatrao, and BS Daya Sagar --; chapter 10 Storing and Analyzing Streaming Data: A Big Data Challenge; Devang Swami --; chapter 11 Big Data Cluster Analysis: A Study of Existing Techniques and Future Directions; Piyush Lakhawat --; chapter 12 Nonlinear Feature Extraction for Big Data Analytics; Adil Omari --; chapter 13 Enhanced Feature Mining and Classifier Models to Predict Customer Churn for an e-Retailer; Karthik B. Subramanya --; chapter 14 Large-Scale Entity Clustering Based on Structural Similarities within Knowledge Graphs; Mahmoud Elbattah, Mohamed Roushdy, Mostafa Aref, and Abdel-Badeeh M. Salem --; chapter 15 Big Data Analytics for Connected Intelligence with the Internet of Things; Mohammad Samadi Gharajeh --; chapter 16 Big Data-Driven Value Chains and Digital Platforms: From Value Co-creation to Monetization; Roberto Moro Visconti --; chapter 17 Distant and Close Reading of Dutch Drug Debates in Historical Newspapers: Possibilities and Challenges of Big Data Analysis in Historical Public Debate Research; Berrie van der Molen UR - https://www.taylorfrancis.com/books/9781315391250 ER -