Title page -- Mining Massive Data Sets for Security -- Contents -- Data Mining -- Learning Using Hidden Information: Master-Class Learning -- Learning Using Large Datasets -- Practical Feature Selection: From Correlation to Causality -- Industrial Mining of Massive Data Sets -- Large-Scale Semi-Supervised Learning -- User Modeling and Machine Learning: A Survey -- Smoothness and Sparsity Tuning for Semi-Supervised SVM -- Distributed Categorizer for Large Category Systems -- Data Stream Management and Mining -- Modelling and Analysing Systems of Agents by Agent-Aware Transition Systems -- Search -- The "Real World" Web Search Problem: Bridging the Gap Between Academic and Commercial Understanding of Issues and Methods -- Website Privacy Preservation for Query Log Publishing -- Fighting Web Spam -- Social Networks -- Emergent Patterns in Online Coactivity -- Diffusion and Cascading Behavior in Networks -- Link Analysis in Networks of Entities -- Evolving Networks -- Mining Networks Through Visual Analytics: Incremental Hypothesis Building and Validation -- A Review of Anomaly Detection on Graphs -- Text Mining -- Using Language-Independent Rules to Achieve High Multilinguality in Text Mining -- Mining the Web to Build a Complete, Large-Scale Language Model -- Integrating Text Mining and Link Analysis -- Using Linguistic Information as Features for Text Categorization -- Security Applications -- Statistical Techniques for Fraud Detection, Prevention and Assessment -- Fitting Mixtures of Regression Lines with the Forward Search -- Money Laundering Detection Using Data Mining -- Text Mining from the Web for Medical Intelligence -- Learning to Populate an Ontology of Politically Motivated Violent Events -- Filtering Multilingual Terrorist Content with Graph-Theoretic Classification Tools -- Open Source Intelligence.

Detecting Core Members in Terrorist Networks: A Case Study -- Geolocalisation in Cellular Telephone Networks -- Machine Learning for Intrusion Detection -- Subject Index -- Author Index.