This book constitutes the thoroughly refereed post-workshop proceedings at PAKDD Workshops 2018
held in conjunction with the 22nd Pacific-Asia Conference on Knowledge Discovery and Data
Mining PAKDD 2018 in Melbourne Australia in June 2018. The 32 revised papers presented were
carefully reviewed and selected from 46 submissions. The workshops affiliated with PAKDD 2018
include: Workshop on Big Data Analytics for Social Computing BDASC Australasian Workshop on
Machine Learning for Cyber-security ML4Cyber Workshop on Biologically-inspired Techniques for
Knowledge Discovery and Data Mining BDM Pacific Asia Workshop on Intelligence and Security
Informatics PAISI and Workshop on Data Mining for Energy Modeling and Optimization DaMEMO.