IT Convergence and Security 2017
Volume 1
Editors: Kim, Kuinam, Kim, Hyuncheol, Baek, Nakhoon (Eds.)
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- About this book
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This is the first volume of proceedings including selected papers from the International Conference on IT Convergence and Security (ICITCS) 2017, presenting a snapshot of the latest issues encountered in this field. It explores how IT convergence and security issues are core to most current research, and industrial and commercial activities. It consists of contributions covering topics such as machine learning & deep learning, communication and signal processing, computer vision and applications, future network technology, artificial intelligence and robotics.
ICITCS 2017 is the latest in a series of highly successful International Conferences on IT Convergence and Security, previously held in Prague, Czech Republic(2016), Kuala Lumpur, Malaysia (2015) Beijing, China (2014), Macau, China (2013), Pyeong Chang, Korea (2012), and Suwon, Korea (2011).
- About the authors
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Kuinam J. Kim
Kuinam J. Kim is a professor and chairman of the Convergence Security Department at Kyonggi University, Korea. He is the founding editor-in-chief of Software Networking and the Journal of Industrial Engineering and Management Science. He is currently on the advisory editorial board of the Convergence Security Journal. His research interests include cloud computing, wireless and mobile computing, digital forensics, video surveillance, information and convergence security. He has published extensively in these areas and received several journal and conference best paper awards. He received his BS degree in Mathematics from the University of Kansas. He earned his Ph.D. in Industrial Engineering from Colorado State University in 1994. He is the executive general chair of the Institute of Creative and Advanced Technology, Science, Engineering (ICATSE). He is a senior member of the IEEE.
Nakhoon Baek
Nakhoon Baek is currently a professor at the School of Computer Science and Engineering at Kyungpook National University, Korea. He received his BA, MS and Ph.D. degrees in Computer Science from Korea Advanced Institute of Science and Technology (KAIST) in 1990, 1992 and 1997, respectively. His research interests include graphics standards, graphics algorithms and real-time rendering. He is now also the chief engineer of Dassomey.com Inc., Korea.
Hyuncheol Kim
He is a professor in the Department of Computer Science at Nam Seoul University, Korea. He is the Associate Editor of Software Networking Journal. He received his BS, MS, and Ph.D. degrees in Computer Engineering from Sungkyunkwan University, Korea. His research interests include mobile and wireless networking, software defined networking (SDN), and network function virtualization (NFV) and artificial intelligence.
- Table of contents (40 chapters)
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Image-Based Content Retrieval via Class-Based Histogram Comparisons
Pages 3-10
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Smart Content Recognition from Images Using a Mixture of Convolutional Neural Networks
Pages 11-18
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Failure Part Mining Using an Association Rules Mining by FP-Growth and Apriori Algorithms: Case of ATM Maintenance in Thailand
Pages 19-26
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Improving Classification of Imbalanced Student Dataset Using Ensemble Method of Voting, Bagging, and Adaboost with Under-Sampling Technique
Pages 27-34
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Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network
Pages 35-43
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Table of contents (40 chapters)
- Download Preface 1 PDF (47 KB)
- Download Sample pages 2 PDF (646.2 KB)
- Download Table of contents PDF (97 KB)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- IT Convergence and Security 2017
- Book Subtitle
- Volume 1
- Editors
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- Kuinam Kim
- Hyuncheol Kim
- Nakhoon Baek
- Series Title
- Lecture Notes in Electrical Engineering
- Series Volume
- 449
- Copyright
- 2018
- Publisher
- Springer Singapore
- Copyright Holder
- Springer Nature Singapore Pte Ltd.
- eBook ISBN
- 978-981-10-6451-7
- DOI
- 10.1007/978-981-10-6451-7
- Hardcover ISBN
- 978-981-10-6450-0
- Softcover ISBN
- 978-981-13-4881-5
- Series ISSN
- 1876-1100
- Edition Number
- 1
- Number of Pages
- XIX, 350
- Number of Illustrations
- 177 b/w illustrations
- Topics
