Category: Books- Big Data, Data Analytics, Data Mining, Data Management, Artificial Intelligence, Machine Learning, Deep Learning

Mining Latent Entity Structures

Mining Latent Entity Structures Synthesis Lectures on Data Mining and Knowledge Discovery March 2015, 159 pages, (doi:10.2200/S00625ED1V01Y201502DMK010) Chi Wang Microsoft Research Jiawei Han University of Illinois at Urbana-Champaign Download Free Sample Chapter 1:wang_Ch1 Abstract...

Data-ism: The Revolution Transforming Decision Making, Consumer Behavior, and Almost Everything Else

Data-ism The Revolution Transforming Decision Making, Consumer Behavior, and Almost Everything Else by Steve Lohr About the Book Steve Lohr, a technology reporter for the New York Times, chronicles the rise of Big Data,...

Heuristics in Analytics: A Practical Perspective of What Influences Our Analytical World

Heuristics in Analytics: A Practical Perspective of What Influences Our Analytical World Carlos Andre Reis Pinheiro, Fiona McNeill ISBN: 978-1-118-34760-7 256 pages April 2014 Read an Excerpt Description Employ heuristic adjustments for truly accurate analysisHeuristics...

Fraud Analytics: Using Supervised, Unsupervised and Social Network Learning Techniques

Fraud Analytics:Using Supervised, Unsupervised and Social Network Learning Techniques Authors: Bart Baesens, Véronique Van Vlasselaer, Wouter Verbeke Publisher: Wiley 256 pages September 2015 ISBN-13: 978-1119133124 | ISBN-10: 1119133122 Description Fraud detection is more valuable...

Big Data Integration

Big Data Integration Synthesis Lectures on Data Management February 2015, 198 pages, (doi:10.2200/S00578ED1V01Y201404DTM040)Morgan & Claypool Publishers. Xin Luna Dong, Google Inc. Divesh Srivastava, AT&T Labs-Research Download CHAPTER 1 Motivation: Challenges and Opportunities for BDI...

Evaluating Learning Algorithms A Classification Perspective

Evaluating Learning Algorithms A Classification Perspective AUTHORS: Nathalie Japkowicz, University of Ottawa Mohak Shah, McGill University, Montréal DATE PUBLISHED: June 2014 AVAILABILITY: Available FORMAT: Paperback ISBN: 9781107653115 The field of machine learning has matured to the point where many...