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

Images in Social Media: Categorization and Organization of Images and Their Collections

  Synthesis Lectures on Information Concepts, Retrieval, and Services February 2018, 101 pages, (https://doi.org/10.2200/S00821ED1V01Y201712ICR062) Susanne Ørnager University of Copenhagen Haakon Lund University of Copenhagen Abstract This book focuses on the methodologies, organization, and communication...

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...

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...

The Psychology of Waiting: The Business Impact of Diminishing Consumer Patience

EXECUTIVE SUMMARY People don’t just buy products or services, they buy experiences. Everything bought and sold in today’s digital world of instant access and same-day delivery requires an increasing amount of speed, relevancy and...

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...

Anomaly Detection as a Service: Challenges, Advances, and Opportunities

Synthesis Lectures on Information Security, Privacy, and Trust October 2017, 173 pages, (https://doi.org/10.2200/S00800ED1V01Y201709SPT022) Danfeng (Daphne) Yao, Virginia Tech Xiaokui Shu, IBM Research Long Cheng, Virginia Tech Salvatore J. Stolfo, Columbia University Abstract Anomaly detection has been a long-standing security approach with versatile...