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Big data technologies and applications [electronic resource] : 7th International Conference, BDTA 2016, Seoul, South Korea, November 17–18, 2016, proceedings

Material type

E-Book(소장)

Personal Author

Jung, Jason J. Kim, Pankoo.

Title Statement

Big data technologies and applications [electronic resource] : 7th International Conference, BDTA 2016, Seoul, South Korea, November 17–18, 2016, proceedings / Jason J. Jung, Pankoo Kim, editors.

Publication, Distribution, etc

Cham : Springer, c2017.

Physical Medium

1 online resource (x, 155 p.) : ill.

Series Statement

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering,1867-8211 ; 194

ISBN

9783319589664 9783319589671 (e-book)

요약

This book constitutes the refereed post-conference proceedings of the 7th 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.

General Note

Title from e-Book title page.

Content Notes

Visualization of Mixed Attributed High-Dimensional Dataset using SVD -- Max-flow Min-cut Algorithm in Spark with Application to Road Networks -- Association between Regional Difference in Heart Rate Variability and Inter-prefecture Ranking of Healthy Life 1 Expectancy: ALLSTAR Big Data Project in Japan -- Allocation four neighbor exclusive channels to polyhedron clusters in sensor networks -- Feature selection Techniques for Improving Rare Class Classification in Semiconductor Manufacturing Process -- A Novel Method for Extracting Dynamic Character Network from Movie -- Handling Uncertainty in Clustering Art-exhibition Visiting Styles -- Using Geotagged Resources on Social Media for Cultural Tourism: A Case Study on Cultural Heritage Tourism -- Archaeological Site Image Content Retrieval and Automated Generating Image Descriptions with Neural Network -- Correcting Misspelled Words in Twitter Text -- Theoretical Concept of Inverse Kinematic Models to determine valid Work Areas using Target Coordinates from NC-programs ISSB -- Ransomware-prevention Technique using Key Backup -- Multi-level Steganography Based on Fuzzy Vault Systems and Secret Sharing Techniques -- On Exploiting Static and Dynamic Features in Malware Classification -- Distributed Compressive Sensing for Correlated Information Sources -- MMSE based Interference Cancellation and Beamforming Scheme for Signal Transmission in IoT -- A Multi-User-Collaboration Platform Concept for Managing Simulation-Based Optimization of Virtual Tooling as Big Data Exchange Service.

Bibliography, Etc. Note

Includes bibliographical references and index.

이용가능한 다른형태자료

Issued also as a book.

Subject Added Entry-Topical Term

Data mining. Artificial intelligence. Computer software. Computer Communication Networks.

Short cut

URL

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020		▼a 9783319589664
020		▼a 9783319589671 (e-book)
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084		▼a 006.312 ▼2 DDCK
090		▼a 006.312
245	0 0	▼a Big data technologies and applications ▼h [electronic resource] : ▼b 7th International Conference, BDTA 2016, Seoul, South Korea, November 17–18, 2016, proceedings / ▼c Jason J. Jung, Pankoo Kim, editors.
260		▼a Cham : ▼b Springer, ▼c c2017.
300		▼a 1 online resource (x, 155 p.) : ▼b ill.
490	1	▼a Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, ▼x 1867-8211 ; ▼v 194
500		▼a Title from e-Book title page.
504		▼a Includes bibliographical references and index.
505	0	▼a Visualization of Mixed Attributed High-Dimensional Dataset using SVD -- Max-flow Min-cut Algorithm in Spark with Application to Road Networks -- Association between Regional Difference in Heart Rate Variability and Inter-prefecture Ranking of Healthy Life 1 Expectancy: ALLSTAR Big Data Project in Japan -- Allocation four neighbor exclusive channels to polyhedron clusters in sensor networks -- Feature selection Techniques for Improving Rare Class Classification in Semiconductor Manufacturing Process -- A Novel Method for Extracting Dynamic Character Network from Movie -- Handling Uncertainty in Clustering Art-exhibition Visiting Styles -- Using Geotagged Resources on Social Media for Cultural Tourism: A Case Study on Cultural Heritage Tourism -- Archaeological Site Image Content Retrieval and Automated Generating Image Descriptions with Neural Network -- Correcting Misspelled Words in Twitter Text -- Theoretical Concept of Inverse Kinematic Models to determine valid Work Areas using Target Coordinates from NC-programs ISSB -- Ransomware-prevention Technique using Key Backup -- Multi-level Steganography Based on Fuzzy Vault Systems and Secret Sharing Techniques -- On Exploiting Static and Dynamic Features in Malware Classification -- Distributed Compressive Sensing for Correlated Information Sources -- MMSE based Interference Cancellation and Beamforming Scheme for Signal Transmission in IoT -- A Multi-User-Collaboration Platform Concept for Managing Simulation-Based Optimization of Virtual Tooling as Big Data Exchange Service.
520		▼a This book constitutes the refereed post-conference proceedings of the 7th 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.
530		▼a Issued also as a book.
538		▼a Mode of access: World Wide Web.
650	0	▼a Data mining.
650	0	▼a Artificial intelligence.
650	0	▼a Computer software.
650	0	▼a Computer Communication Networks.
700	1	▼a Jung, Jason J.
700	1	▼a Kim, Pankoo.
830	0	▼a Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; ▼v 194.
856	4 0	▼u https://oca.korea.ac.kr/link.n2s?url=https://doi.org/10.1007/978-3-319-58967-1
945		▼a KLPA
991		▼a E-Book(소장)

Holdings Information

Main Library

No.	Location	Call Number	Accession No.	Availability	Due Date	Make a Reservation	Service
No. 1	Location Main Library/e-Book Collection/	Call Number CR 006.312	Accession No. E14019035	Availability Loan can not(reference room)	Due Date	Make a Reservation	Service M

Big data technologies and applications [electronic resource] : 7th International Conference, BDTA 2016, Seoul, South Korea, November 17–18, 2016, proceedings

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