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Big Data Applications and Services 2017 The 4th International Conference on Big Data Applications and Services /

This proceedings volume contains selected papers from the Fourth International Conference on Big Data Applications and Services (BigDAS 2017), held in Tashkent, Uzbekistan on August 15-18, 2017. Big data has become a core technology providing innovative solutions in many fields including social medi...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Lee, Wookey (Editor), Leung, Carson K. (Editor)
Format: e-Book
Language:English
Published: Singapore : Springer Nature Singapore : 2019.
Imprint: Springer,
Edition:1st ed. 2019.
Series:Advances in Intelligent Systems and Computing, 770
Subjects:
Online Access:Full-text access
Table of Contents:
  • Chapter 1. 3D volume visualization system based on GPUs for medical big data
  • Chapter 2. A fire frame simulation scheme with massively parallel processing
  • Chapter 3. A framework for calculating damages of personal information leakage accidents
  • Chapter 4. A hierarchical structure for representing 3D respiration organ models
  • Chapter 5. An effective method for detecting outlying regions in a 2-dimensional array
  • Chapter 6. An effective recall-oriented information retrieval system evaluation
  • Chapter 7. Chentry: Automated Evaluation of Students' Learning Progress for Entry Education Software
  • Chapter 8. Constrained big data mining in an edge computing environment
  • Chapter 9. Constrained frequent pattern mining from big data via crowdsourcing
  • Chapter 10. Data-driven prediction of ship destinations in the harbor area using deep learning
  • Chapter 11. Design and implementation of a sunshine duration calculation system with massively parallel processing
  • Chapter 12. Developing3D annotation features for 3D digital textbooks
  • Chapter 13. Efficient mining of time interval-based association rules
  • Chapter 14. Investigating the role of musical genre in human perception of music stretching resistance
  • Chapter 15. Keyword-based metadata modeling for experimental omics data dissemination
  • Chapter 16. Non-linear time-series mining of social influence
  • Chapter 17. PEGASEF: A provenance-based big data service framework for efficient simulation execution on shared computing clusters
  • Chapter 18. Preference-aware music recommendation using song lyrics
  • Chapter 19. Real time smart safe-return-home service based on big data analytics
  • Index.