Application of Intelligent Systems in Multi-modal Information Analytics

1536 Pages·2019·67.841 MB·English

by  Vijayan Sugumaran, Zheng Xu, Shankar P., Huiyu Zhou

Advances in Intelligent Systems and Computing 929
Vijayan Sugumaran
Zheng Xu
Shankar P.
Huiyu Zhou    Editors
Application of
Intelligent Systems
in Multi-modal
Information Analytics
Advances in Intelligent Systems and Computing
Volume 929
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Nikhil R. Pal, Indian Statistical Institute, Kolkata, India
Rafael Bello Perez, Faculty of Mathematics, Physics and Computing,
Universidad Central de Las Villas, Santa Clara, Cuba
Emilio S. Corchado, University of Salamanca, Salamanca, Spain
Hani Hagras, Electronic Engineering, University of Essex, Colchester, UK
László T. Kóczy, Department of Automation, Széchenyi István University,
Gyor, Hungary
Vladik Kreinovich, Department of Computer Science, University of Texas
at El Paso, El Paso, TX, USA
Chin-Teng Lin, Department of Electrical Engineering, National Chiao
Tung University, Hsinchu, Taiwan
Jie Lu, Faculty of Engineering and Information Technology,
University of Technology Sydney, Sydney, NSW, Australia
Patricia Melin, Graduate Program of Computer Science, Tijuana Institute
of Technology, Tijuana, Mexico
NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro,
Rio de Janeiro, Brazil
Ngoc Thanh Nguyen, Faculty of Computer Science and Management,
Wrocław University of Technology, Wrocław, Poland
Jun Wang, Department of Mechanical and Automation Engineering,
The Chinese University of Hong Kong, Shatin, Hong Kong
Theseries“AdvancesinIntelligentSystemsandComputing”containspublications
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Vijayan Sugumaran Zheng Xu
(cid:129) (cid:129)
Shankar P. Huiyu Zhou
(cid:129)
Editors
Application of Intelligent
Systems in Multi-modal
Information Analytics
123
Editors
Vijayan Sugumaran Zheng Xu
Department ofDecision andInformation ShanghaiUniversity
Sciences Shanghai, China
Oakland University Schoolof Business
Administration HuiyuZhou
Rochester, MI,USA Department ofInformatics
University of Leicester
Shankar P. Leicester, Leicestershire, UK
Vinayaka Mission’sResearch Foundation
Aarupadai Veedu Institute of Technology
Salem, Tamil Nadu,India
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-030-15738-8 ISBN978-3-030-15740-1 (eBook)
https://doi.org/10.1007/978-3-030-15740-1
LibraryofCongressControlNumber:2019934342
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Preface
We are living in an era of data deluge. The world of big data exhibits a rich and
complex set of cross-media contents, such as text, image, video, audio, and
graphics. So far, great research efforts have been dedicated separately to big data
processing and cross-media mining, with well-grounded theoretical underpinnings
and great practical success. However, studies jointly considering cross-media big
data analytics are relatively sparse. This research gap needs our further attention,
sinceitwillbenefitavarietyofreal-worldapplications.Despiteitssignificanceand
value, it is non-trivial to analyze cross-media big data due to their heterogeneity,
large-scale volume, increasing size, unstructured nature, correlations, and noise.
Multi-modal information systems, which can be treated as the most significant
breakthroughinthepast10years,havegreatlyimpactedthemethodologiesutilized
in computer vision and achieved terrific progress in both academia and industry.
Intelligent systems have been recognized as one of the most important devel-
opments in multi-modal informatics domain. Significant progress has been made
overthelastfewyearsinthedevelopmentofcomputationalintelligencetechniques
such as bio/nature-inspired computing within the artificial intelligence domain.
Whileresearchonvariousaspectsofintelligentsystemsandsemantictechnologies
isprogressingataveryfastpace,thisisonlythebeginning.Therearestillanumber
of issues that have to be explored in terms of the design, implementation, and
deployment of intelligent applications and multi-agent systems in various appli-
cation domains. For example, the development of novel techniques for computa-
tional intelligence in support of deep learning, formal approaches for designing
intelligent systems and agent-based applications, ontology-based information
systems,andorganizationalimpactofintelligentsystemsandsemantictechnologies
in healthcare and education management are some of the areas in need offurther
research.
Each paper of MMIA2019 was reviewed by at least three independent experts,
and the acceptance rate was 40%. The conference would not have been possible
withoutthecontributionsoftheauthors.Wesincerelythankalltheauthorsfortheir
valuable contributions.
v
vi Preface
We would like to express our thanks to Professor Zhaofeng Ma, Beijing
University of Post and Communications, and Professor Xiao Wei, Shanghai
University,forbeingthekeynotespeakersattheconference.Wethankthesteering
committee, general chairs, program committee chairs, organizing chairs, and
workshopchairsfortheirhardwork.Thelocalorganizers’andthestudents’helpis
also highly appreciated.
Our special thanks are due also to editors for publishing the proceedings in
Advances in Intelligent Systems and Computing of Springer.
Vijayan Sugumaran
Huiyu Zhou
Zheng Xu
Shankar P.
Organization
General Chair
Tharam Dillon La Trobe University, Australia
Program Committee Chairs
Vijayan Sugumaran Oakland University, USA
Huiyu Zhou Queen’s University Belfast, UK
Zheng Xu TRIMPS, China
P. Shankar Vinayaka Mission’s Research Foundation
(Deemed University), India
Publication Chairs
Juan Du Shanghai University, China
Xinzhi Wang Tsinghua University, China
Publicity Chairs
Shunxiang Zhang Anhui University of Science and Technology,
China
Neil Y. Yen University of Aizu, Japan
vii
viii Organization
Local Organizing Chairs
Chang Liu Shenyang Aerospace University, China
Liyuan Guo Shenyang Aerospace University, China
Program Committee Members
William Bradley Glisson University of South Alabama, USA
George Grispos University of Limerick, Ireland
Abdullah Azfar KPMG Sydney, Australia
Aniello Castiglione Università di Salerno, Italy
Florin Pop University Politehnica of Bucharest, Romania
Ben Martini University of South Australia, Australia
Wei Wang The University of Texas at San Antonio, USA
Neil Yen University of Aizu, Japan
Meng Yu The University of Texas at San Antonio, USA
Shunxiang Zhang Anhui University of Science and Technology,
China
Guangli Zhu Anhui University of Science and Technology,
China
Tao Liao Anhui University of Science and Technology,
China
Xiaobo Yin Anhui University of Science and Technology,
China
Xiangfeng Luo Shanghai University, China
Xiao Wei Shanghai University, China
Huan Du Shanghai University, China
Zhiguo Yan Fudan University, China
Rick Church UC Santa Barbara, USA
Tom Cova University of Utah, USA
Susan Cutter University of South Carolina, USA
Zhiming Ding Beijing University of Technology, China
Yong Ge University of North Carolina at Charlotte, USA
T. V. Geetha Anna University, India
Danhuai Guo Computer Network Information Center,
Chinese Academy of Sciences, China
Jeng-Neng Hwang University of Washington, USA
Jianping Fang University of North Carolina at Charlotte, USA
Jianhui Li Computer Network Information Center,
Chinese Academy of Sciences, China
Yi Liu Tsinghua University, China
Foluso Ladeinde State University of New York in South Korea,
Korea
Organization ix
Kuien Liu Pivotal Inc., USA
Feng Lu Institute of Geographic Sciences
and Natural Resources Research,
Chinese Academy of Sciences, China
Ricardo J. Soares Magalhaes University of Queensland, Australia
D. Manjula Anna University, India
Alan Murray Drexel University, USA
S. Murugan SathyabamaInstituteofScienceandTechnology,
India
Yasuhide Okuyama University of Kitakyushu, Japan
S. Padmavathi Amrita University, India
Latha Parameswaran Amrita University, India
S. Suresh SRM University, India
Xing Xie Microsoft Research Asia, China
Wei Xu Renmin University of China, China
Chaowei Phil Yang George Mason University, USA
Enwu Yin China CDC, USA
Hengshu Zhu Baidu, Inc., China
Morshed Chowdhury Deakin University, Australia
Min Hu Shanghai University, China
Gang Luo Shanghai University, China
Juan Chen Shanghai University, China
Qigang Liu Shanghai University, China