Big-Data Analytics for Cloud, IoT and Cognitive Computing

Index

A

• AAL. See Ambient assisted living
• Accuracy, performance metrics of ML algorithms
• Active GPS (aGPS)
• Adaboost
• Adaptive resonance theory (ART)
• ADC. See Analog-to-digital converter
• Ad hoc networking
• Advanced antenna systems
• Affective interaction through wearable computing and cloud (AIWAC)
  • cloud layer
  • communication layer
  • emotion monitory system
  • user terminal layer
• Agglomerative hierarchical clustering
  • tree map for
• aGPS. See Active GPS
• AI. See Artificial intelligence
• AIWAC. See Affective interaction through wearable computing and cloud
• Algorithms selection, machine learning
  • data preprocessing
  • ensemble approach
  • model fitting cases
  • over-fitting model, methods to reduce
  • performance metrics
  • performance scores
  • under-fitting model, methods to avoid
• AlphaGo, Google
  • CNN construction in training process
  • match with human player
  • system architecture for deep reinforcement learning in
• Amazon Machine Images (AMI)
• Amazon S3, storage service
• Amazon Web Service (AWS)
  • architecture over distributed datacenters
  • cloud
    • services in
  • Elastic Compute Cloud (EC2) for IaaS
  • infrastructure
  • S3 architecture with block-oriented data operations
• Ambient assisted living (AAL)
• AMI. See Amazon Machine Images
• Analog signal-based sensors
• Analog-to-digital converter (ADC)
• ANN. See Artificial neural networks
• Antenna, RFID
• AODE. See Averaged one dependence estimators
• Application programming interfaces (APIs), for social-media industry
• Applications, big data
  • categories
  • commercial
  • in enterprises ...