Preface
Introduction
1 Big data analytics for security intelligence
2 Zero attraction data selective adaptive filtering algorithm for Big Data applications
3 Secure routing in software defined networking and Internet of Things for Big Data
3.8 The arrival of SDN into big data and IoT
3.9 Architecture of SDN
3.10 Routing in SDN
3.11 Attacks on SDN and existing solutions
4 Efficient ciphertext-policy attribute-based signcryption for secure Big Data storage in cloud
5 Privacy-preserving techniques in Big Data
6 Big Data and behaviour analytics
6.5 Existing algorithms, tools available for data analytics and behaviour analytics
6.5.1 Apache Hadoop
6.5.2 Cloudera
6.5.3 Cassandra
6.5.4 Konstanz Information Miner
6.5.5 Data wrapper
6.5.6 MongoDB
6.5.7 HPCC
7 Analyzing events for traffic prediction on IoT data streams in a smart city scenario
8 Gender-based classification on e-commerce Big Data
9 On recommender systems with Big Data
10 Analytics in e-commerce at scale
11 Big Data regression via parallelized radial basis function neural network in Apache Spark
12 Visual sentiment analysis of bank customer complaints using parallel self-organizing maps
13 Wavelet neural network for Big Data analytics in banking via GPU
14 Stock market movement prediction using evolving spiking neural networks
15 Parallel hierarchical clustering of big text corpora
16 Contract-driven financial reporting: building automated analytics pipelines with algorithmic contracts, Big Data and Distributed Ledger technology
Overall conclusions
Index 373