Category: Books

Books and other…

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...

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,...