chapter 1 Knowledge Discovery from Data Streams -- chapter 2 Introduction to Data Streams -- chapter 3 Change Detection -- chapter 4 Maintaining Histograms from Data Streams -- chapter 5 Evaluating Streaming Algorithms -- chapter 6 Clustering from Data Streams -- chapter 7 Frequent Pattern Mining -- chapter 8 Decision Trees from Data Streams -- chapter 9 Novelty Detection in Data Streams -- chapter 10 Ensembles of Classifiers -- chapter 11 Time Series Data Streams -- chapter 12 Ubiquitous Data Mining -- chapter 13 Final Comments.