Category: Books

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...

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,...

Handbook of Sentiment Analysis in Finance

Editors: Gautam Mitra and Xiang Yu Release Date: May 2016 Available in Hardback and as an E-Book LINK to Order: http://optirisk-systems.com/publications/Sentiment_Analysis_Handbook.asp    Building on the success of the Handbook of News Analytics in Finance, the...

Deep Learning for Computer Architects

Synthesis Lectures on Computer Architecture August 2017, 123 pages, (https://doi.org/10.2200/S00783ED1V01Y201706CAC041) Brandon Reagen Harvard University  Robert Adolf Harvard University  Paul Whatmough ARM Research and Harvard University  Gu-Yeon Wei Harvard University  David Brooks Harvard University  Abstract Machine learning, and specifically deep...