Category: Books- Big Data, Data Analytics, Data Management, Machine Learning and Data Mining

List of Books on Big Data, Data Analytics, Data Management, Machine Learning and Data Mining

Predicting Human Decision-Making: From Prediction to Action

Synthesis Lectures on Artificial Intelligence and Machine Learning January 2018, 150 pages, (https://doi.org/10.2200/S00820ED1V01Y201712AIM036) Ariel Rosenfeld Weizmann Institute of Science, Israel  Sarit Kraus Bar-Ilan University, Israel  Abstract Human decision-making often transcends our formal models of “rationality.” Designing...

Individual and Collective Graph Mining: Principles, Algorithms, and Applications

Synthesis Lectures on Data Mining and Knowledge Discovery October 2017, 206 pages, (https://doi.org/10.2200/S00796ED1V01Y201708DMK014) Danai Koutra, University of Michigan, Ann Arbor Christos Faloutsos, Carnegie Mellon University Abstract Graphs naturally represent information ranging from links between web pages, to communication...