skip to content
IT convergence and security 2017. Volume 1 Preview this item
ClosePreview this item
Checking...

IT convergence and security 2017. Volume 1

Author: Kuinam J Kim; Hyuncheol Kim; Nakhoon Baek
Publisher: Singapore : Springer, [2018] ©2018
Series: Lecture notes in electrical engineering, 449.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
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 &  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Printed edition:
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Kuinam J Kim; Hyuncheol Kim; Nakhoon Baek
ISBN: 9789811064517 9811064512
OCLC Number: 1021280867
Description: 1 online resource (xix, 350 pages) : illustrations (some color)
Contents: Preface; Organizing Committee; General Chairs; Steering Committee; Program Chair; Publicity Chairs; Financial Chair; Publication Chairs; Organizers and Supporters; Program Committee; Contents; Machine Learning and Deep Learning; Image-Based Content Retrieval via Class-Based Histogram Comparisons; Abstract; 1 Introduction; 2 Research in Image-Based Recall; 3 IBR Packages; 4 Experimental Setup and Methodology; 5 Results; 6 Conclusions and Future Work; References; Smart Content Recognition from Images Using a Mixture of Convolutional Neural Networks; Abstract; 1 Introduction; 2 Related Works 3 The Proposed Mixture of CNN Model4 Dataset; 5 Experimental Results; 6 Conclusion; References; Failure Part Mining Using an Association Rules Mining by FP-Growth and Apriori Algorithms: Case of ATM Maintenance in Thailand; Abstract; 1 Introduction; 2 Relate Work; 2.1 Association Rules; 2.2 Apriori; 2.3 FP-Growth; 3 The Proposed Model; 4 Result and Discussion; 5 Conclusion; Acknowledgements; References; Improving Classification of Imbalanced Student Dataset Using Ensemble Method of Voting, Bagging, and ...; Abstract; 1 Introduction; 2 Methodology and Related Work; 2.1 Resampling 2.2 Feature Selection2.3 Ensemble; 2.4 Classifier; 2.5 Evaluation; 3 The Proposed Method; 3.1 Student Data; 3.2 Data Preprocessing; 4 Experiment and Result; 5 Conclusion; Acknowledgements; References; Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network; Abstract; 1 Introduction; 2 Proposed Method; 2.1 Multilayer Perceptron; 2.2 Dropout; 3 Experimental Results and Analysis; 4 Conclusion; Acknowledgements; References; An Improved SVM-T-RFE Based on Intensity-Dependent Normalization for Feature Selection in Gene Expre ...; Abstract; 1 Introduction 2 Materials and Methods2.1 Data; 2.2 SVM-RFE Algorithm; 2.3 Feature Ranking Algorithms for Gene Selection; 2.4 MA-Plot-Based Methods for Normalization; 3 The Proposed Algorithm; 4 The Proposed Algorithm Evaluation; 5 Conclusion; References; Vehicle Counting System Based on Vehicle Type Classification Using Deep Learning Method; Abstract; 1 Introduction; 2 Methodology; 2.1 Vehicle Counting System (VCS); 2.2 Vehicle Type Classification --
CNNLS; 3 Result and Discussion; 4 Conclusion; References; Metadata Discovery of Heterogeneous Biomedical Datasets Using Token-Based Features; Abstract 1 Introduction2 Methods; 2.1 Data Sources and Types; 2.2 Token-Based Features; 2.3 Decision Tree Models Building and Evaluation; 3 Results; 4 Discussion; 5 Conclusion; Acknowledgments; References; Heavy Rainfall Forecasting Model Using Artificial Neural Network for Flood Prone Area; Abstract; 1 Introduction; 2 Materials and Methods; 2.1 Study Area; 2.2 Handling Missing Data; 2.3 Data Gathering; 2.4 Data Normalization; 2.5 Development of Artificial Neural Networks (ANN); 3 Results and Discussion; 4 Conclusion; References; Communication and Signal Processing
Series Title: Lecture notes in electrical engineering, 449.
Responsibility: edited by Kuinam J. Kim, Hyuncheol Kim, Nakhoon Baek.

Abstract:

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).

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/1021280867> # IT convergence and security 2017. Volume 1
    a schema:MediaObject, schema:Book, schema:CreativeWork ;
    library:oclcnum "1021280867" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/si> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computer_security> ; # Computer security
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_machine_theory> ; # COMPUTERS / Machine Theory
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/information_technology> ; # Information technology
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/convergence_telecommunication> ; # Convergence (Telecommunication)
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/electrical_engineering> ; # Electrical engineering
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_hardware_general> ; # COMPUTERS / Hardware / General
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computational_intelligence> ; # Computational intelligence
    schema:about <http://dewey.info/class/006.3/e23/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_computer_literacy> ; # COMPUTERS / Computer Literacy
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_computer_science> ; # COMPUTERS / Computer Science
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_reference> ; # COMPUTERS / Reference
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_data_processing> ; # COMPUTERS / Data Processing
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_information_technology> ; # COMPUTERS / Information Technology
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/engineering> ; # Engineering
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/telecommunication_systems_security_measures> ; # Telecommunication systems--Security measures
    schema:about <http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computer_networks_security_measures> ; # Computer networks--Security measures
    schema:bookFormat schema:EBook ;
    schema:creator <http://experiment.worldcat.org/entity/work/data/4439073905#Meeting/international_conference_on_it_convergence_and_security_7th_2017_seoul_south_korea> ; # International Conference on IT Convergence and Security (7th : 2017 : Seoul, South Korea)
    schema:datePublished "2018" ;
    schema:description "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)."@en ;
    schema:description "Preface; Organizing Committee; General Chairs; Steering Committee; Program Chair; Publicity Chairs; Financial Chair; Publication Chairs; Organizers and Supporters; Program Committee; Contents; Machine Learning and Deep Learning; Image-Based Content Retrieval via Class-Based Histogram Comparisons; Abstract; 1 Introduction; 2 Research in Image-Based Recall; 3 IBR Packages; 4 Experimental Setup and Methodology; 5 Results; 6 Conclusions and Future Work; References; Smart Content Recognition from Images Using a Mixture of Convolutional Neural Networks; Abstract; 1 Introduction; 2 Related Works"@en ;
    schema:editor <http://experiment.worldcat.org/entity/work/data/4439073905#Person/kim_hyuncheol> ; # Hyuncheol Kim
    schema:editor <http://experiment.worldcat.org/entity/work/data/4439073905#Person/baek_nakhoon> ; # Nakhoon Baek
    schema:editor <http://experiment.worldcat.org/entity/work/data/4439073905#Person/kim_kuinam_j> ; # Kuinam J. Kim
    schema:exampleOfWork <http://worldcat.org/entity/work/id/4439073905> ;
    schema:genre "Electronic books"@en ;
    schema:genre "Conference papers and proceedings"@en ;
    schema:genre "Conference publication"@en ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/4439073905#Series/lecture_notes_in_electrical_engineering> ; # Lecture notes in electrical engineering ;
    schema:isSimilarTo <http://worldcat.org/entity/work/data/4439073905#CreativeWork/> ;
    schema:name "IT convergence and security 2017. Volume 1"@en ;
    schema:productID "1021280867" ;
    schema:url <https://0-link-springer-com.pugwash.lib.warwick.ac.uk/10.1007/978-981-10-6451-7> ;
    schema:url <http://liverpool.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-981-10-6451-7> ;
    schema:url <http://libproxy.uwyo.edu/login/?url=http://dx.doi.org/10.1007/978-981-10-6451-7> ;
    schema:url <http://ra.ocls.ca/ra/login.aspx?inst=centennial&url=http://dx.doi.org/10.1007/978-981-10-6451-7> ;
    schema:workExample <http://worldcat.org/isbn/9789811064517> ;
    schema:workExample <http://dx.doi.org/10.1007/978-981-10-6451-7> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/1021280867> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/4439073905#Meeting/international_conference_on_it_convergence_and_security_7th_2017_seoul_south_korea> # International Conference on IT Convergence and Security (7th : 2017 : Seoul, South Korea)
    a bgn:Meeting, schema:Event ;
    schema:location <http://experiment.worldcat.org/entity/work/data/4439073905#Place/seoul_south_korea> ; # Seoul, South Korea)
    schema:name "International Conference on IT Convergence and Security (7th : 2017 : Seoul, South Korea)" ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Person/baek_nakhoon> # Nakhoon Baek
    a schema:Person ;
    schema:familyName "Baek" ;
    schema:givenName "Nakhoon" ;
    schema:name "Nakhoon Baek" ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Person/kim_hyuncheol> # Hyuncheol Kim
    a schema:Person ;
    schema:familyName "Kim" ;
    schema:givenName "Hyuncheol" ;
    schema:name "Hyuncheol Kim" ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Person/kim_kuinam_j> # Kuinam J. Kim
    a schema:Person ;
    schema:familyName "Kim" ;
    schema:givenName "Kuinam J." ;
    schema:name "Kuinam J. Kim" ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Place/seoul_south_korea> # Seoul, South Korea)
    a schema:Place ;
    schema:name "Seoul, South Korea)" ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Series/lecture_notes_in_electrical_engineering> # Lecture notes in electrical engineering ;
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/1021280867> ; # IT convergence and security 2017. Volume 1
    schema:name "Lecture notes in electrical engineering ;" ;
    schema:name "Lecture Notes in Electrical Engineering," ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computational_intelligence> # Computational intelligence
    a schema:Intangible ;
    schema:name "Computational intelligence"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computer_networks_security_measures> # Computer networks--Security measures
    a schema:Intangible ;
    schema:name "Computer networks--Security measures"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computer_security> # Computer security
    a schema:Intangible ;
    schema:name "Computer security"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_computer_literacy> # COMPUTERS / Computer Literacy
    a schema:Intangible ;
    schema:name "COMPUTERS / Computer Literacy"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_computer_science> # COMPUTERS / Computer Science
    a schema:Intangible ;
    schema:name "COMPUTERS / Computer Science"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_data_processing> # COMPUTERS / Data Processing
    a schema:Intangible ;
    schema:name "COMPUTERS / Data Processing"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_hardware_general> # COMPUTERS / Hardware / General
    a schema:Intangible ;
    schema:name "COMPUTERS / Hardware / General"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_information_technology> # COMPUTERS / Information Technology
    a schema:Intangible ;
    schema:name "COMPUTERS / Information Technology"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_machine_theory> # COMPUTERS / Machine Theory
    a schema:Intangible ;
    schema:name "COMPUTERS / Machine Theory"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/computers_reference> # COMPUTERS / Reference
    a schema:Intangible ;
    schema:name "COMPUTERS / Reference"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/convergence_telecommunication> # Convergence (Telecommunication)
    a schema:Intangible ;
    schema:name "Convergence (Telecommunication)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/electrical_engineering> # Electrical engineering
    a schema:Intangible ;
    schema:name "Electrical engineering"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/information_technology> # Information technology
    a schema:Intangible ;
    schema:name "Information technology"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4439073905#Topic/telecommunication_systems_security_measures> # Telecommunication systems--Security measures
    a schema:Intangible ;
    schema:name "Telecommunication systems--Security measures"@en ;
    .

<http://worldcat.org/entity/work/data/4439073905#CreativeWork/>
    a schema:CreativeWork ;
    schema:description "Printed edition:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/1021280867> ; # IT convergence and security 2017. Volume 1
    .

<http://worldcat.org/isbn/9789811064517>
    a schema:ProductModel ;
    schema:isbn "9811064512" ;
    schema:isbn "9789811064517" ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.