Big Data Technologies and Applications

1. Front Matter

   Pages I-X

   PDF

2. BDTA

   1. Front Matter

      Pages 1-1

      PDF

   2. Visualization of Mixed Attributed High-Dimensional Dataset Using Singular Value Decomposition

      • Bindiya M. Varghese, A. Unnikrishnan, K. Poulose Jacob

      Pages 3-11

   3. Max-flow Min-cut Algorithm in Spark with Application to Road Networks

      • Varun Ramesh, Shivanee Nagarajan, Saswati Mukherjee

      Pages 12-22

   4. Association Between Regional Difference in Heart Rate Variability and Inter-prefecture Ranking of Healthy Life Expectancy: ALLSTAR Big Data Project in Japan

      • Emi Yuda, Yuki Furukawa, Yutaka Yoshida, Junichiro Hayano, ALLSTAR Research Group

      Pages 23-28

   5. Allocation Four Neighbor Exclusive Channels to Polyhedron Clusters in Sensor Networks

      • ChongGun Kim, Mary Wu, Jaemin Hong

      Pages 29-39

   6. Feature Selection Techniques for Improving Rare Class Classification in Semiconductor Manufacturing Process

      • Jae Kwon Kim, Kyu Cheol Cho, Jong Sik Lee, Young Shin Han

      Pages 40-47

   7. A Novel Method for Extracting Dynamic Character Network from Movie

      • Quang Dieu Tran, Dosam Hwang, O.-Joun Lee, Jason J. Jung

      Pages 48-53

   8. Handling Uncertainty in Clustering Art-Exhibition Visiting Styles

      • Francesco Gullo, Giovanni Ponti, Andrea Tagarelli, Salvatore Cuomo, Pasquale De Michele, Francesco Piccialli

      Pages 54-63

   9. Using Geotagged Resources on Social Media for Cultural Tourism: A Case Study on Cultural Heritage Tourism

      • Tuong Tri Nguyen, Dosam Hwang, Jason J. Jung

      Pages 64-72

   10. Archaeological Site Image Content Retrieval and Automated Generating Image Descriptions with Neural Network

       • Sathit Prasomphan

       Pages 73-82

   11. Correcting Misspelled Words in Twitter Text

       • Jeongin Kim, Eunji Lee, Taekeun Hong, Pankoo Kim

       Pages 83-90

   12. Theoretical Concept of Inverse Kinematic Models to Determine Valid Work Areas Using Target Coordinates from NC-Programs

       • Jens Weber

       Pages 91-101

3. ISSB

   1. Front Matter

      Pages 103-103

      PDF

   2. Ransomware-Prevention Technique Using Key Backup

      • Kyungroul Lee, Insu Oh, Kangbin Yim

      Pages 105-114

   3. Multi-level Steganography Based on Fuzzy Vault Systems and Secret Sharing Techniques

      • Katarzyna Koptyra, Marek R. Ogiela

      Pages 115-121

   4. On Exploiting Static and Dynamic Features in Malware Classification

      • Jiwon Hong, Sanghyun Park, Sang-Wook Kim

      Pages 122-129

   5. Distributed Compressive Sensing for Correlated Information Sources

      • Jeonghun Park, Seunggye Hwang, Janghoon Yang, Kitae Bae, Hoon Ko, Dong Ku Kim

      Pages 130-137

   6. MMSE Based Interference Cancellation and Beamforming Scheme for Signal Transmission in IoT

      • Xin Su, YuPeng Wang, Chang Choi, Dongmin Choi

      Pages 138-143

   7. A Multi-user-collaboration Platform Concept for Managing Simulation-Based Optimization of Virtual Tooling as Big Data Exchange Service

      • Jens Weber

      Pages 144-153

This book constitutes the refereed post-conference proceedings of the 7^th International Conference on Big data Technologies and Applications, BDTA 2016, held in Seoul, South Korea, in November 2016.  BDTA 2016 was collocated with the First International Workshop on Internet of Things, Social Network, and Security in Big Data, ISSB 2016 and the First International Workshop on Digital Humanity with Big Data, DiHuBiDa 2016.

The 17 revised full papers were carefully reviewed and selected from 25 submissions and handle theoretical foundations and practical applications which premise the new generation of data analytics and engineering.

• algorithms
• artificial intelligence
• big data
• classification
• data mining
• data security
• feature extraction
• feature selection
• image processing
• Internet of Things (IoT)
• sensor networks
• sensors
• signal detection
• social networks
• ubiquitous computing
• user interfaces
• wireless telecommunication systems
• algorithm analysis and problem complexity

• Department of Computer Engineering, Chung-Ang University, Seoul, Korea (Republic of)

  Jason J. Jung

• Chosun Unversity , Gwangju, Korea (Republic of)

  Pankoo Kim

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