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Advances in Intelligent Systems and Computing
Volume 1075
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of
Sciences,Warsaw, Poland
Advisory Editors
Nikhil R. Pal, Indian Statistical Institute, Kolkata,
IndiaRafael Bello Perez, Faculty of Mathematics, Physics and
Computing,Universidad Central de Las Villas, Santa Clara,
CubaEmilio S. Corchado, University of Salamanca, Salamanca,
SpainHani Hagras, School of Computer Science and Electronic
Engineering,University of Essex, Colchester, UKLászló T. Kóczy,
Department of Automation, Széchenyi István University,Gyor,
HungaryVladik Kreinovich, Department of Computer Science,
University of Texasat El Paso, El Paso, TX, USAChin-Teng Lin,
Department of Electrical Engineering, National ChiaoTung
University, Hsinchu, TaiwanJie Lu, Faculty of Engineering and
Information Technology,University of Technology Sydney, Sydney,
NSW, AustraliaPatricia Melin, Graduate Program of Computer Science,
Tijuana Instituteof Technology, Tijuana, MexicoNadia Nedjah,
Department of Electronics Engineering, University of Rio de
Janeiro,Rio de Janeiro, BrazilNgoc Thanh Nguyen , Faculty of
Computer Science and Management,Wrocław University of Technology,
Wrocław, PolandJun Wang, Department of Mechanical and Automation
Engineering,The Chinese University of Hong Kong, Shatin, Hong
Kong
https://orcid.org/0000-0002-3247-2948
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The series “Advances in Intelligent Systems and Computing”
contains publicationson theory, applications, and design methods of
Intelligent Systems and IntelligentComputing. Virtually all
disciplines such as engineering, natural sciences, computerand
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Yong Liu • Lipo Wang •Liang Zhao • Zhengtao YuEditors
Advances in NaturalComputation, Fuzzy Systemsand Knowledge
DiscoveryVolume 2
123
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EditorsYong LiuThe University of AizuAizuwakamatsu, Japan
Lipo WangSchool of Electricaland Electronic EngineeringNanyang
Technological UniversitySingapore, SingaporeLiang Zhao
Computer Science and MathematicsUniversity of Sao PauloRibeirao
Preto, Brazil
Zhengtao YuSchool of Information Engineeringand
AutomationKunming University of Scienceand TechnologyKunming,
China
ISSN 2194-5357 ISSN 2194-5365 (electronic)Advances in
Intelligent Systems and ComputingISBN 978-3-030-32590-9 ISBN
978-3-030-32591-6
(eBook)https://doi.org/10.1007/978-3-030-32591-6
© Springer Nature Switzerland AG 2020This work is subject to
copyright. All rights are reserved by the Publisher, whether the
whole or partof the material is concerned, specifically the rights
of translation, reprinting, reuse of illustrations,recitation,
broadcasting, reproduction on microfilms or in any other physical
way, and transmissionor information storage and retrieval,
electronic adaptation, computer software, or by similar or
dissimilarmethodology now known or hereafter developed.The use of
general descriptive names, registered names, trademarks, service
marks, etc. in thispublication does not imply, even in the absence
of a specific statement, that such names are exempt fromthe
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https://doi.org/10.1007/978-3-030-32591-6
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Preface
The 2019 15th International Conference on Natural Computation,
Fuzzy Systemsand Knowledge Discovery (ICNC-FSKD 2019) was held from
20 to 22 July 2019,in Kunming, China, co-located with the 5th
International Conference on HarmonySearch, Soft Computing and
Applications (ICHSA 2019).
ICNC-FSKD is a premier international forum for scientists and
researchers topresent the state of the art of machine learning,
data mining and intelligent methodsinspired from nature,
particularly biological, linguistic and physical systems,
withapplications to computers, systems, control, communications and
more. We aredelighted to receive many submissions from around the
globe. After a rigorousreview process, the accepted papers are
included in this proceedings.
Kunming is the capital and largest city of Yunnan Province in
south-west China.Kunming is also called the Spring City due to its
mild sunny weather all year round.Kunming is located at the
northern edge of the large Lake Dian, surrounded byfamous temples.
Attractions near Kunming include Stone Forest (South ChinaKarst, a
UNESCO Natural World Heritage Site), Village of Ethnic Culture,
WesternHill and Dragon Gate. Other UNESCO sites in Yunnan are Old
Town of Lijiang,Three Parallel Rivers of Yunnan Protected Areas,
Chengjiang FossilSite/Maotianshan and Cultural Landscape of Honghe
Hani RiceTerraces/Yuanyang.
We would like to sincerely thank all organizing committee
members, programcommittee members, invited session organizers and
reviewers for their hard workand valuable contribution. Without
your help, this conference would not have beenpossible. Special
thanks go to Kunming University of Science and Technology
forhosting this event. We thank Springer for publishing the
proceedings. We are very
v
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grateful to the keynote and invited speakers for their
authoritative speeches. Wethank all authors and conference
participants for using this platform to communi-cate their
excellent work.
August 2019 Yong LiuLiang ZhaoLipo Wang
Zhengtao Yu
vi Preface
-
Organizing Committee
General Chairs
Zhengtao Yu Kunming University of Science and
Technology,China
Joong Hoon Kim Korea University, South Korea
Program ChairsYong Liu The University of Aizu, JapanLipo Wang
Nanyang Technological University, SingaporeLiang Zhao University of
São Paulo, BrazilAnupam Yadav NIT Jalandhar, India
Organizing ChairsZheng Xiao Hunan University, Changsha,
ChinaAsim Roy Arizona State University, USA
Finance ChairJiwu Peng Hunan University, China
Publication ChairsLeszek Rutkowski Technical University of
Czestochowa, PolandGuoqing Xiao University of Waterloo, Canada
vii
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Publicity ChairsJiang Wang Kunming University of Science and
Technology,
ChinaHuiyu Zhou Queen’s University Belfast, UK
Program CommitteeShigeo Abe Kobe University, JapanHenry N.
Adorna University of the Philippines, The PhilippinesDavide Anguita
University of Genoa, ItalySabri Arik Istanbul University,
TurkeyKrassimir Atanassov Bulgarian Academy of Sciences,
BulgariaSansanee Auephanwiriyakul Chiang Mai University,
ThailandPhilip Azariadis University of the Aegean, GreeceVladan
Babovic Singapore National University, SingaporeThomas Bäck Leiden
Institute of Advanced Computer Science,
The NetherlandsEmili Balaguer-Ballester Bournemouth University,
UKValentina Balas Aurel Vlaicu University of Arad, RomaniaYaxin Bi
University of Ulster, UKFederico Bizzarri Politecnico di Milano,
ItalyTossapon Boongoen Mae Fah Luang University, ThailandPierre
Borne Ecole Centrale de Lille, FranceHamid Bouchachia Bournemouth
University, UKIvo Bukovsky Czech Technical University in Prague,
CzechSujin Bureerat Khon Kaen University, ThailandGodwin Caruana
Harvest Technology, MaltaMichele Ceccarelli University of Sannio,
ItalyKit Yan Chan Curtin University, AustraliaChen-Tung Chen
National United University, TaiwanDavid Daqing Chen London South
Bank University, UKJianxia Chen Washington University in St. Louis,
USASyuan-Yi Chen National Taiwan Normal University, TaiwanChi Tsun
(Ben) Cheng RMIT University, AustraliaJao Hong Cheng National
Yunlin University of Science
and Technology, TaiwanFrance Cheong RMIT University,
AustraliaJen-Shiun Chiang Tamkang University, TaiwanPanagiotis
Chountas University of Westminster, UKHuey-Der Chu Takming
University of Science and Technology,
TaiwanHung-Yuan Chung National Central University,
TaiwanAlessandro Colombo Politecnico di Milano, Italy
viii Organizing Committee
-
José Alfredo F. Costa Universidade Federal do Rio Grande do
Norte,Brazil
Keeley Crockett Manchester Metropolitan University, UKZoltán
Ernö Csajbók University of Debrecen, HungaryDarryl N. Davis
University of Hull, UKAndre C. P. L. F. de Carvalho University of
Sao Paulo, BrazilMarc de Kamps University of Leed, UKMingcong Deng
Tokyo University of Agriculture and Technology,
JapanMinghua Deng Peking University, ChinaMilena Djukanovic
University of Montenegro, MontenegroMustafa Dogan Baskent
University, TurkeyPrabu Dorairaj Broadcom Inc., IndiaGiorgos
Dounias University of the Aegean, GreeceAntónio Dourado University
of Coimbra, PortugalAbdelali El Aroudi Universitat Rovira i
Virgili, SpainMohammed ElAbd The American University of Kuwait,
KuwaitZuhal Erden ATILIM University, TurkeyGeoffrey Falzon
STMicroelectronics (Malta) Ltd., MaltaXiannian Fan City University
of New York, USASaeed Panahian Fard Universiti Sains Malaysia,
MalaysiaElisabetta Fersini University of Milan Bicocca,
ItalyZbigniew Galias AGH University of Science and Technology,
PolandPeter Geczy AIST, JapanDamian Giaouris Newcastle
University, UKOnofrio Gigliotta University of Naples Federico II,
ItalyDavid Glass University of Ulster, UKAntonio Gonzalez
University of Granada, SpainGiuseppe Grassi University of Salento,
ItalyPerry Groot Radboud University Nijmegen, The NetherlandsYuzhu
Guo University of Sheffield, UKJianchao (Jack) Han California State
University, USAThomas Hanne University of Applied Sciences
Northwestern
Switzerland, SwitzerlandPitoyo Hartono Chukyo University,
JapanEnrique Herrera-Viedma University of Granada, SpainMhand Hifi
Université de Picardie, FranceLadislav Hluchy Institute of
Informatics, Slovak Academy
of Sciences, SlovakiaSean Holden University of Cambridge, UKJun
Hong University of the West of England, Bristol, UKTzung-Pei Hong
National University of Kaohsiung, TaiwanWei-Chiang Samuelson Hong
Oriental Institute of Technology, TaiwanWen-xing Hong Xiamen
University, China
Organizing Committee ix
-
Xia Hong University of Reading, UKHe Hu Renmin University of
China, ChinaMin Huang Northeast University, ChinaNatthakan IamOn
Mae Fah Luang University, ThailandAbdullah M. Iliyasu Tokyo
Institute of Technology, JapanRaimundas Jasinevicius Kaunas
University of Technology, LithuaniaRichard Jensen Aberystwyth
University, UKZhuhan Jiang University of Western Sydney,
AustraliaColin Johnson University of Kent, UKVladimir Jotsov State
University for Library Studies
and Information Technologies, BulgariaMehmet Karakose Firat
University, TurkeyYoshiki Kashimori University of
Electro-Communications, JapanRadoslaw Katarzyniak Wroclaw
University of Technology, PolandA. S. M. Kayes La Trobe University,
AustraliaDaeEun Kim Yonsei University, South KoreaMario Koeppen
Kyushu Institute of Technology, JapanVladik Kreinovich University
of Texas at El Paso, USAPaul Kwan University of New England,
AustraliaWai Lam The Chinese University of Hong Kong, ChinaJimmy
Lauber University of Valenciennes, FranceChen Li ETH Zurich,
SwitzerlandGang Li Deakin University, AustraliaKang Li Queens
University Belfast, UKMing Li Nanjing University, ChinaZhanhuai Li
Northwestern Polytechnic University, ChinaSteve Ling University of
Technology Sydney, AustraliaBin-Da (Brian) Liu National Cheng Kung
University, TaiwanLu Liu University of Derby, UKXiangrong Liu
Xiamen University, ChinaYong Liu University of Aizu, JapanYubao Liu
Sun Yat-Sen University, ChinaJosé Manuel Molina López Universidad
Carlos III de Madrid, SpainJianquan Lu Southeast University,
ChinaJinhu Lu Chinese Academy of Sciences, ChinaEdwin Lughofer
Johannes Kepler University Linz, AustriaJacek Mańdziuk Warsaw
University of Technology, PolandTrevor Martin University of
Bristol, UKFrancesco Masulli University of Genova, ItalyMasakazu
Matsugu Canon Research Center, JapanDinesh P. Mehta Colorado School
of Mines, USAHongying Meng Brunel University, UKRadko Mesiar Slovak
University of Technology Bratislava,
SlovakiaRym MHallah Kuwait University, Kuwait
x Organizing Committee
-
Hongwei Mo Harbin Engineering University, ChinaDusmanta Kumar
Mohanta MVGR College of Engineering, IndiaRobert Newcomb University
of Maryland, USAYoshifumi Nishio Tokushima University, JapanYusuke
Nojima Osaka Prefecture University, JapanDimitri Ognibene CNR-ISTC,
ItalyMaciej Ogorzalek Jagiellonian University, PolandKok-Leong Ong
LaTrobe University, AustraliaMilos Oravec Slovak University of
Technology, SlovakiaVasile Palade Coventry University, UKLinqiang
Pan Huazhong University of Science
and Technology, ChinaShaoning Pang Auckland University of
Technology,
New ZealandGeorge Panoutsos University of Sheffield, UKDong-Chul
Park Myong Ji University, KoreaJessie Ju H. Park Yeungnam
University, South KoreaPetra Perner Institute of Computer Vision
and applied
Computer Sciences, GermanyValentina Plekhanova University of
Sunderland, UKPetrica Pop North University of Baia Mare, RomaniaMan
Qi University of Canterbury, UKGuangzhi Qu Oakland University,
USARajesh Reghunadhan Bharathiar University, IndiaPedro Manuel
Pinto Ribeiro University of Porto, PortugalAsim Roy University of
Arizona, USAÁlvaro Rubio-Largo University of Extremadura,
SpainAlireza Sadeghian Ryerson University, CanadaIndrajit Saha
National Institute of Technical Teachers Training
& Research, IndiaEvangelos Sakkopoulos University of Western
Greece, GreeceAntonio Sala Universitat Politecnica de Valencia,
SpainChristoph Schommer University of Luxembourg, LuxembourgHuseyin
Seker The University of Northumbria at Newcastle, UKHirosato Seki
Osaka University, JapanNeslihan Serap Sengör Istanbul Technical
University, TurkeySubarna Shakya Tribhuvan University,
NepalChangjing Shang Aberystwyth University, UKYain Whar Lawrence
Si Macau University, MacauHumberto Sossa Instituto Politécnico
Nacional, MexicoJoão Miguel Sousa Technical University of Lisbon,
PortugalMarco Storace Telecommunications Engineering and Naval
Architecture University of Genoa, ItalyMu-Chun Su National
Central University, TaiwanMuhammad Sulaiman Abdul Wali Khan
University, Pakistan
Organizing Committee xi
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Wen-Tsai Sung National Chin-Yi University of
Technology,Taiwan
Johan Suykens K.U. Leuven University, BelgiumEulalia Szmidt
Polish Academy of Sciences, PolandNorikazu Takahashi Okayama
University, JapanVicenc Torra University of Skövde, SwedenLjiljana
Trajkovic Simon Fraser University, CanadaIsis Truck University
Paris 8, FranceBrijesh Verma Central Queensland University,
AustraliaJohn Vlachogiannis Industrial and Energy Informatics
Laboratory
(IEI-Lab), GreeceMichael N. Vrahatis University of Patras,
GreeceFeng Wan University of Macau, ChinaDi Wang Khalifa
University, UAELingfeng Wang University of Wisconsin-Milwaukee,
USALipo Wang Nanyang Technological University, SingaporeXiaofan
Wang Shanghai Jiao Tong University, ChinaHua-Liang Wei University
of Sheffield, UKSantoso Wibowo Central Queensland University,
AustraliaSlawomir Wierzchon Polish Academy of Sciences,
PolandKa-Chun Wong City University of Hong Kong, ChinaRolf Würtz
Ruhr-Universität Bochum, GermanJing Xiao South China Normal
University, ChinaFan Xiong Bio-Rad Laboratories, USANing Xiong
Mälardalen University, SwedenYue Xu Queensland University of
Technology, AustraliaChan-Yun Yang National Taipei University,
TaiwanYingjie Yang De Montfort University, UKZhijun Yang Middlesex
University London, UKYiyu Yao University of Regina,
CanadaChung-Hsing Yeh Monash University, AustraliaJian Yin Sun
Yat-Sen University, ChinaWen Yu CINVESTAV-IPN (National
Polytechnic
Institute), MexicoYuqing Zhai Southeast University, ChinaJie
Zhang Newcastle University, UKJinglan Zhang Queensland University
of Technology, AustraliaLiming Zhang Macau University, ChinaLiqing
Zhang Shanghai Jiao Tong University, ChinaMin-Ling Zhang Southeast
University, ChinaZhongwei Zhang University of Southern Queensland,
AustraliaLiang Zhao University of Sao Paulo, BrazilWei Zheng Xiamen
University, ChinaHuiyu Zhou Queen’s University Belfast, UK
xii Organizing Committee
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Ligang Zhou Macau University of Science and Technology,Macau
Shangming Zhou Swansea University, UKWenxing Zhu Fuzhou
University, ChinaWilliam Zhu Minnan Normal University, ChinaJeffrey
Zou University of Western Sydney, Australia
Reviewers
Abobakr Khalil Al-ShamiriVangalur AlagarJosep ArnalLeqiang
BaiLuyi BaiDongming ChenFeiqiang ChenJi ChenJianxia ChenWeiyang
ChenWenjuan ChenXiaogang ChenXuegang ChenYanping ChenHsien-Hsin
ChouJianzhong CuiYingan CuiYingbao CuiShaobo DengJozsef
DombiXiaomei DongJishe FengTak-chung FuJian GaoYang GaoXianya
GengSrimannarayana GrandhiWanrong GuHuaping GuoGalib HamidovBai
HanSong HanMing HeLadislav HluchyLing-Yuan Hsu
Yinfu HuangLisi JiaHong JiangYongchen JiangYung-Tsan JouWengkin
LaiKittichai LavangnanandaTao LeiHaohao LiHui LiWeigang LiXiaobin
LiXue LiYafeng LiZhenxing LiHsing-Hung LinHaitao LinAo LiuChunhui
LiuFanghua LiuGenggeng LiuJing LiuJingjing LiuKun LiuLanfen LiuLei
LiuQingsheng LiuRuifang LiuWei LiuXiaoyan LiuYubao LiuWojciech
LorkiewiczHu LuJin LuRuhua Lu
Organizing Committee xiii
-
Hongwei MaHui MaLiangyu MaShiwei MaWei MeiHongying MengAlfredo
MilaniGeorgina MircevaTianliang PengManop PhankokkruadZhenhong
RaoGhamgeen Izat RashedHendrik RichterDingcai ShenYonghong
ShenXiaoyu ShiChen-Chi ShingFang SuZhengru TaoLiye TianQiujuan
TongMilan TubaGuixiang WangJiesheng WangShuching WangXiao WangXing
WangYujie WangZhengfang WangZhenhai WangZhijun WangSantoso
WibowoXia WuYouxi WuHong XiaSidong XianGang XieBo XuSaijuan XuZhe
XuYe Xue
Chun YanChunman YanSenlin YanChangsheng YangJinfu YangXiaojun
YangXinfeng YangXiyang YangYong YaoMakoto YasudaPeng YinXu YingDo
Guen YooFusheng YuXiujiu YuanYinggao YueZhihao YunYuriy
ZaychenkoBin ZhangChijian ZhangHuoming ZhangJialu ZhangJianke
ZhangJin ZhangJuxiao ZhangXiaojun ZhangXing ZhangYonghe ZhangYu-an
ZhangYunong ZhangXinchao ZhaoYunping ZhengXiaobin ZhiFujin
ZhongAiping ZhouPucheng ZhouZhiwen ZhouXiaolan ZhuXianxia Zou
xiv Organizing Committee
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Contents
Knowledge Discovery Foundations: Association Rules
Efficient Algorithm for Maximal Biclique Enumerationon Bipartite
Graphs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . 3CaiXia Qin, MingXue Liao, YuanYuan Liang, and
ChangWen Zheng
An Efficient Algorithm to Mine High Average-UtilitySequential
Patterns . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . 14Tiantian Xu
HPM-FSI: A High-Performance Algorithm for MiningFrequent
Significance Itemsets . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . 23Huan Phan and Bac Le
Knowledge Discovery Foundations: Classification
Bayesian Face Recognition Approach Based on Feature Fusion . . .
. . . . 37Jingjing Liu, Donghui He, Xiaoyang Zeng, Mingyu
Wang,Xianchao Xiu, Wanquan Liu, Hui Chen, and Yuyao Xiao
Predictive Model for Brazilian Presidential Election Basedon
Analysis of Social Media . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . 46Guilherme Silva, Mirele Costa, André
Drummond, and Li Weigang
On Back-Propagation Network to Early Judgmentof Seismic
Sequences . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . 54Anxu Wu
Privacy-Protected KNN Classification Algorithm Basedon Negative
Database . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . 61Hucheng Liao, Yu Chen, Shihu Bu, and Mingkun
Zhang
xv
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TruRec: An Improved Trust-Based Recommendationin Cross-Domain .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . 69Wanrong Gu, Xianfen Xie, Ziye Zhang, Yichen He,
Yijun Mao,Hailiang Li, Shishi Huang, and Zaoqing Liang
Knowledge Discovery Foundations: Clustering
Knowledge Matching in Horizontal Collaborative Fuzzy Clustering
. . . 79Longshu Liu, Fusheng Yu, and Fangyang Wang
KNN-Based Pseudo-supervised RCNN Frameworkfor Text Clustering .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . 89Zhi Chen and Wu Guo
Clustering Optimization and Evaluation of Campus NetworkUser
Behavior Analysis System . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . 98Hong Jiang, Qingsong Yu, and Yingying Xu
Minkowski Metric Based Soft Subspace Clustering with
DifferentMinkowski Exponent and Feature Weight Exponent . . . . . .
. . . . . . . . . 105Xiaobin Zhi and Longtao Bi
Knowledge Discovery Foundations: Knowledge Management
Semantic Knowledge Sharing Mechanism Based on Blockchain . . . .
. . 115Botao Zhang, Xingzhou Li, Hui Ren, and Jinguang Gu
Semantic Retrieval Based on User Intention Recognitionin
Engineering Domain . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . 128Ling Ge and Boshen Ding
Path-Based Knowledge Graph Completion CombiningReinforcement
Learning with Soft Rules . . . . . . . . . . . . . . . . . . . . .
. . . 139Wenting Yu, Xiangnan Ma, and Luyi Bai
A Model of Trust Knowledge Based on Trust Relationshipand
Knowledge Sharing . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . 147Ge Yang, Hanxuan Wang, and Jing
Huang
Knowledge Discovery Foundations: Machine Learningand Artificial
Intelligence
Mathematical Programming for Piecewise Linear Representationof
Discrete Time Series . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . 157Yang Xiyang, Zhang Jing, Yu
Fusheng, and Li Zhiwei
Tag2Vec: Tag Embedding for Top-N Recommendation . . . . . . . .
. . . . . 168Ming He, Kaisheng Yao, Peng Yang, and Yuan Yao
xvi Contents
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Enhance Target Features in Real-Time Arbitrary Style Transfer .
. . . . 176Yuxiong Fang and Hong Jiang
Cross-Projection for Embedding Translation in KnowledgeGraph
Completion . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . 185Xiangnan Ma, Wenting Yu, Lin Zhu, and
Luyi Bai
Topological Data Analysis for Time Series Changing Point
Detection . . . 194Vanderlei Miranda and Liang Zhao
Hyperspectral Remote Sensing Images Feature Extraction Basedon
Weighted Classwise Non-locality Preserving Projection . . . . . . .
. . . . 204Jing Liu, Ting-ting Li, Tong Zhang, and Yi Liu
Sample Generation Combining Generative Adversarial Networksand
Residual Dense Networks . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . 212Ji Chen, Wei Du, Xing Wang, Haitao Chen,
Nannan Tang, and Zhijia Shen
Dynamic Detection of Malicious Code on Android Basedon Improved
Multi-feature Gaussian Kernel . . . . . . . . . . . . . . . . . . .
. . 221Qing Yu, Xixi Luo, and Zuohua Wang
A Rough Set Classifier Based on Discretizationand Attribute
Selection . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . 229Yingjuan Sun, Dongbing Pu, Dongbing Gu, John
Q. Gan, and Kun Yang
Knowledge Discovery Foundations: Other Topics in
KnowledgeDiscovery Foundations
RDF Multi-query Optimization Algorithm Based on TriplePattern
Reordering . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . 239Manzi Wang, Fangfang Xu, and Haidong
Fu
Fuzzy Partition Based Period Detection Method for NumericalTime
Series . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . 254Jing Xu, Fusheng Yu, Yuming
Liu, and Xiao Wang
A Novel Time Series Forecasting Method Based on FuzzyVisibility
Graph . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . 263Jingyi Zhou, Jiayin Wang, Fusheng Yu,
Lian Yu, and Xiao Wang
Applicability Study of Battery Charging Stations in Off-gridfor
Rural Electrification – The Case of Rwanda . . . . . . . . . . . .
. . . . . . 272Ghamgeen Izat Rashed, Gilbert Shyirambere, and
Geoffrey Gasore
The Fractional SEIRS Epidemic Model for InformationDissemination
in Social Networks . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . 284Qiujuan Tong, Huan Wang, Jianke Zhang, Linna Li, and
Qiongdan Huang
Contents xvii
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An Algorithm for Solving the Important Links of
theTransportation Network Based on Connect Reliability . . . . . .
. . . . . . . 292Zhenjie Zhang and Hongwei Ma
Comparative Studies of Robot Navigation . . . . . . . . . . . .
. . . . . . . . . . . 301Zhan Xu, Anxin Zhao, Bo Zhai, Anyi Wang,
and Lina Zhang
Knowledge Discovery in Specific Domains: High-DimensionalData
Mining
Two-Stage Sampling Method for Social Media Bigdata . . . . . . .
. . . . . . 313Ying’an Cui and Xue Li
Two-Stage Discriminative Feature Selection . . . . . . . . . . .
. . . . . . . . . . . 321Xiaobin Zhi and Shaoru Wu
An Efficient Algorithm for Enumerating Maximal Bicliquesfrom a
Dynamically Growing Graph . . . . . . . . . . . . . . . . . . . . .
. . . . . . 329Rui Wang, Mingxue Liao, and Caixia Qin
Knowledge Discovery in Specific Domains: Temporal Data
Mining
A Cloud-Based Dashboard for Time Series Analysis on HotTopics
from Social Media . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . 341Yunkai Liu and Weifeng Xu
Using SVM to Provide Precipitation Nowcasting Basedon Radar Data
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . 349Xiongfa Mai, Haiyan Zhong, and Ling Li
Knowledge Discovery in Specific Domains: Big Data
Research on Medical Big Data Security Management . . . . . . . .
. . . . . . 359Xiaohan Hu, Rong Jiang, Zhenwei Qian, Mingyue Shi,
and Jingwei Shang
Research of Entity Relation Extraction Model Basedon Dependency
Parsing Neural Network . . . . . . . . . . . . . . . . . . . . . .
. . 368Guojin Cao, Jianxia Chen, Fan Yang, Chao Li, and Jie
Zhang
Research on College Students’ Academic Early Warning SystemBased
on PCA-SVM . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . 376Xiang Chen, Xiuling Jin, and Geng
Lin
Exascale Flood Modelling in Environment SupportingUrgent
Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . 384Martin Bobák, Ondrej Habala, and
Ladislav Hluchý
Research on Students’ Campus Behavior Analysisand Warning System
Based on Big Data . . . . . . . . . . . . . . . . . . . . . . . .
392Huayong Liu and Nianlai Jiao
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Knowledge Discovery in Specific Domains: Multimedia Mining
Performance Evaluation of Transfer Learningfor Pornographic
Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . 403Buddhi Ashan, Hyuk Cho, and Qingzhong Liu
Detect Video Forgery by Performing Transfer Learningon Deep
Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . 415Zhaohe Zhang and Qingzhong Liu
Knowledge Discovery in Specific Domains: Web and TextData
Mining
DTR: A Novel Topic Generate Algorithm Based on Dbscanand
TextRank . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . 425Yingbao Cui, Di Liu, Qiang Li,
Zhen Qiu, and Xusheng Yang
Artificial Intelligence Recruitment Analysis . . . . . . . . . .
. . . . . . . . . . . . 434Xin Zhang, Shaohong Zhang, Jianyu Liu,
Liqing Cai, and Jing Wang
A System for Collecting and Analyzing Data from ExistingGame
Selling Platforms . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . 443Man-Ching Yuen, Siu-Lung Chan, Ho-Tung
Leung, Pak-Lun Wu,and Pui-Yi Yip
A Knowledge Selection Model in Pointer-GeneratorDialogue Systems
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . 451An Wang, MingXue Liao, and Pin Lv
Identifying Influential Users by Improving LeaderRank . . . . .
. . . . . . . 459Yong Yao and Cong Ji
Topic Clustering Analysis of Online Judge System . . . . . . . .
. . . . . . . . 468Jianyu Liu, Shaohong Zhang, Liqing Cai, and
Zhendong Zheng
Knowledge Discovery in Specific Domains: Pattern Recognitionand
Diagnostics
Vessel Segmentation Based on Region-Scalable Fitting Energy . .
. . . . . 481Jitong Hou, Qingbo Yin, Peiyuan Wu, and Mingyu Lu
Image Recognition Based on Directed Complex Network Model . . .
. . . 491ShuJian Shi
Knowledge Discovery in Specific Domains: Knowledge Discoveryin
Other Domains
A Cache Based Countermeasure Against DDoS Attacks in Xen . . . .
. . . 501Xiaomei Dong and Siming Du
Contents xix
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Public Sentiment Monitoring and Early-Warning for Enterprise . .
. . . . 509Zhen Qiu, Di Liu, Qiyuan Wang, Yingbao Cui, and Xusheng
Yang
Research on the Implementation Plan of the Intelligent
SubstationBased on the Micro System . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . 517Peng Yin, Hailong Li, Jinhui
Liu, Xiaolong Liu, and Zhaohua Wang
Curriculum Design of AI Experimental Course Basedon CDIO Model .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . 525Meng Pan, Bizhu Wu, and Yonghe Zhang
Pattern Match Query for Spatiotemporal RDF Graph . . . . . . . .
. . . . . . 532Xiaofeng Di, Jinyao Wang, Shaohui Cheng, and Luyi
Bai
Evaluating Image Blurring for Photographic Portraiture . . . . .
. . . . . . 540Yafeng Li and Ying Lin
Determinants of Firms’ External Technology Selection . . . . . .
. . . . . . . 548Ruifeng Hu and Yuandi Wang
Random Forest-Based Ensemble Estimator for ConcreteCompressive
Strength Prediction via AdaBoost Method . . . . . . . . . . . .
557Yuanxin Lv, Xiaoyu Shi, Longyu Ran, and Mingsheng Shang
A Deep Self-learning Classification Framework for
IncompleteMedical Patents with Multi-label . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . 566Mengzhen Luo, Xiaoyu Shi,
Qianqian Ji, Mingsheng Shang,Xianbo He, and Weiguo Tao
An Improved Harmonic Energy Measurement Algorithm Basedon
Instantaneous Reactive Power Theory . . . . . . . . . . . . . . . .
. . . . . . . . 574He-long Li, Xiao-lei Yuan, Zhi-bin Zheng, and
Jin-quan Zhao
Research on Wine Analysis Based on Data Preprocessing . . . . .
. . . . . . 583Xinfei Meng, Xiaolan Zhu, Shenghao Yang, Lu Wang,
Jun Qi,and Pei Yang
Plastic Boss Design Using Knowledge Extraction Method . . . . .
. . . . . . 595Min-Chie Chiu, Tian-Syung Lan, and Ho-Chih Cheng
A Dynamic Pricing Mechanism in IoT for DaaS:A Reinforcement
Learning Approach . . . . . . . . . . . . . . . . . . . . . . . . .
. 604Binpeng Song, Jinze Song, and Jian Ye
Capacity Analysis and Improvement Scheme Basing on the TPSof
Qtum Block Chain . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . 616Wenqi Li, Zhihuai Li, and Fusen
Wang
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Information Technology for Knowledge Discovery:Data
Engineering
A Text Sentimental Analysis Method Based on DimensionReduction
of CHI Multi-gram Features Mixture . . . . . . . . . . . . . . . .
. . 627Fulian Yin, Yanyan Wang, and Jianbo Liu
An Approximate Reasoning Method and Its Applicationto Fuzzy
Information Systems . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . 636Xia Wu, Jialu Zhang, and Ruhua Lu
Map-Reduce Based Generic Basis of Association Rules Miningfrom
Big Bata . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . 647Marwa Bouraoui, Ines Bouzouita,
and Amel Grissa Touzi
An Efficient Spatio-Textual Skyline Query Processing
AlgorithmBased on Spark . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . 659Baiyou Qiao, Jingru
Zhang, Xiyu Qiao, Bing Hu, Yujie Zheng,and Gang Wu
Generation of Random Sequences Based on Exponential Numbers . .
. . 668Ho-Hsuan Chang
Information Technology for Knowledge Discovery:Signal Processing
and Multimedia
Non-symmetry and Anti-packing Pattern Representation Modelin
Visual Tracking . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . 679Yunping Zheng, Ruijun Li, and
Mudar Sarem
Optimized Encoding Methods of the Overlapped
RectangularNon-symmetry and Anti-packing Model . . . . . . . . . .
. . . . . . . . . . . . . . . 688Yunping Zheng, Ruijun Li, and
Mudar Sarem
A Fast Automatic Holoscopic 3D Micro-gesture RecognitionSystem
for Immersive Applications . . . . . . . . . . . . . . . . . . . .
. . . . . . . . 696Rui Qin, Yi Liu, Mohammad Rafiq Swash, Maozhen
Li,Hongying Meng, Tao Lei, and Tong Chen
A Research and Strategy of Remote Sensing ImageDenoising
Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . 704Ling Li, Junxing Hu, Fengge Wu, and Junsuo
Zhao
Phase Compensation for Unconstrained GNSS AdaptiveArray
Processing . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . 713Feiqiang Chen, Zhengrong Li, Honglei
Lin, Ke Zhang, and Feixue Wang
FPGA Implementation of Directional Peer-Group Image Filter . . .
. . . . 720Ling-Yuan Hsu, Shang-Ta Chia, and Hsien-Hsin Chou
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A Novel Image Dehazing Algorithm Based on Area Weightof NAM
Blocks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . 728Yunping Zheng and Jiechan Qin
Spatial Multi-scale Motion History Histograms and Its
Applications . . . 735Asim Jan, Zunduo Zhao, Tong Chen, Hongying
Meng, and Tao Lei
Infrared and Visible Image Fusion Based on MorphologicalImage
Enhancement of Dual-Tree Complex Wavelet . . . . . . . . . . . . .
. . 743Changxing Li, Liu Lei, and Xiaolu Zhang
A Calibration Method of CBCT Geometric Parameters Basedon the
Visual Imaging Model . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . 753Yanli Wan, Quan Chen, Xingyun Lei, Yan Wang,
Yongxin Chen,and Hongpu Hu
Sensitivity Analysis for Transient Response of the
TransmissionLine Network . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . 764Jianhua Yin,
Xiaoke Chen, Hang Liang, Jinquan Zhao, and Jing Xu
Fusion CNN Based on Feature Selection for Crime
SceneInvestigation Image Classification . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . 773Qiannan Zhang, Ying Liu, Fuping
Wang, Jin Lu, and Daxiang Li
Slope Deformation Investigation on Typical Debris Flow Gulliesof
Xiaojiang River Basin Through SBAS-InSAR . . . . . . . . . . . . .
. . . . . 781Jianming Zhang, Shu Gan, and Xiping Yuan
Blind Audio Watermarking Scheme Based on Improved
CepstralStatistical Mean Modulation . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . 789Shiru Zhang, Juzheng Liu,
and Shiyan Su
A Novel Watermarking Algorithm for Color Point-Cloud ModelsBased
on 2D-DCT . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . 796Shiru Zhang, Feifei Wang, and Shuang
Zhai
Generative Adversarial Network-Based Regional Epitaxial
TrafficFlow Prediction . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . 804Yan Kang, Jinyuan Li,
Shin-Jye Lee, and Hao Li
A Noise Reduction Method for Solar Radio Spectrum Basedon
Improved Guided Filter and Morphological Cascade . . . . . . . . .
. . . 815Gaifang Luo, Guowu Yuan, Guoliang Li, Hao Wu, and Liang
Dong
Information Technology for Knowledge Discovery:Communications
and Networking
Reliability Enhancement of Mobile Edge Computing for the IoTwith
Multiple Damage Communication . . . . . . . . . . . . . . . . . . .
. . . . . . 825Shu-Ching Wang, Wei-Shu Hsiung, and Chia-Fen
Hsieh
xxii Contents
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A Novel Algorithm of Radar Emitter Identification
BasedConvolutional Neural Network and Random Vector Functional-Link
. . . 833Zhiwen Zhou, Jingke Zhang, and Taotao Zhang
An Efficient Three-Factor Remote User Authentication SchemeBased
on Random Projected Biometrics . . . . . . . . . . . . . . . . . .
. . . . . . . 843Fujin Zhong, Ruili Zhou, Li Liu, Ke Liu, and
Youmin Zhang
Device-to-Device Relay Selection Based on Comprehensive
SocialAttributes in Heterogeneous Wireless Networks . . . . . . . .
. . . . . . . . . . . 851Xiaobin Li and Ping Zeng
Analysis on the Weight with Traffic Type for the
VerticalHandover of Heterogeneous Wireless Networks . . . . . . . .
. . . . . . . . . . . 860Xiaobin Li and Li Liu
A Transient Response Domain Time Analysis Methodof Transmission
Lines . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . 869Hong-bo Dou, Yun-feng Hua, An-xin Qi, Jing Xu, and
Jin-quan Zhao
A Trend Filtering Based Prediction Model on Network Traffic . .
. . . . . 874Hui Xia and Bin Fang
Information Technology for Knowledge Discovery:
SoftwareEngineering
Development of a Secure Web-Based Cloud Storage SystemUsing
3D-AES Block Cipher Cryptography Algorithm . . . . . . . . . . . .
. 885Suriyani Ariffin, Nur Afifah Nadzirah Adnan,and Syed Helmy
Syed Abu Bakar
IGNet: Constructing Rooted Phylogenetic Networks Basedon
Incompatible Graphs . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . 894Juan Wang and Maozu Guo
Information Technology for Knowledge Discovery:
Automation,Robotics, and Control
Elimination of Transformer Inrush Current by Three-PhaseLinkage
Circuit Breakers . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . 903Chunfang Zhao, Yundong Song, Dewei Kong,
Yue Yang, Dan Luo,Yaling Jin, and Rui Guo
Flyback Switching Power Supply Using FAN6754A . . . . . . . . .
. . . . . . . 909Fanghua Liu, Aixia Wu, Xin Zhang, Yonghong Hu,
Ruolin Ruan,Hao Ni, and Caixia Mao
Contents xxiii
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New Passive Collision Force Suppression Mechanismfor
Human-Friendly Robot . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . 917Naoto Tanaka, Shotaro Kobayashi, Hiromu
Jin, Bin Zhang,and Hun-ok Lim
User Behavior Tracking for Education Assisting System by Usingan
RGB-D Sensor . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . 923Haibin Xia, Bin Zhang, Tomoaki
Nakamura, Takayuki Nagai,Takashi Omori, Masahide Kaneko, Rena
Ushiogi, Natsuki Oka,and Hun-ok Lim
Information Technology for Knowledge Discovery:
DistributedSystems and Computer Hardware
Distributed Network Data Security Protection for SG-eIoT . . . .
. . . . . . 935Zhiyu Chen, Tianliang Peng, Yanling Zhang, Xuehao
Yu, Longchuan Yan,Shaoyan Gong, Xiaolin Liu, Limin Li, Zheping
Song, and Decheng Wang
Resource Bottleneck Analysis of the Blockchain Basedon Tron’s
TPS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . 944Huawei Li, Zhihuai Li, and Na Tian
Information Technology for Knowledge Discovery:Computer
Applications
Ontology-Based Computing of Sentence Similarity . . . . . . . .
. . . . . . . . 953Zixian Zhang and Xuning Liu
Arm Model and Puncture Training System in Hemodialysis . . . . .
. . . . 962Ren Kanehira, Atsushi Ohashi, Naoki Miwa, and Hideo
Fujimoto
Construction of the HMM Intelligent Recommendation Modeland Its
Application in the Film Ticketing System . . . . . . . . . . . . .
. . . . . 970Ruhua Lu and Jialu Zhang
Research on Web Service Clustering Method Based on WordEmbedding
and Topic Model . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . 980Yanping Chen, Xin Wang, Hong Xia, Zhongmin Wang,
and Zhong Yv
An Adaptive Multi-sensor Data Consistency Algorithm Basedon Node
Credibility . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . 988Yanping Chen, Xiao Ma, Hong Xia,
Zhongmin Wang, and Zhong Yv
Analysis of Big Data of an Online Community Basedon Artificial
Intelligence . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . 997Xue-Gang Chen, Ru-hua Lu, Sheng Duan, and
Lu-da Wang
xxiv Contents
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Information Technology for Knowledge Discovery: Other Topicsin
Information Technology for Knowledge Discovery
Analysis and Solution of RFID Tag Information Basedon Security
Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . 1007Hui Ma, Jinglong Mu, Yujie Pei, Yaqing Hu,
and Chunming Wang
Multicriteria Decision-Making Problems Under Uncertaintyand
Their Solution . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . 1013Yuriy Zaychenko and Helen
Zaichenko
The Strategy of Constructing an Interdisciplinary Knowledge
Center . . . 1024Xiaohui Zou, Shunpeng Zou, and Xiaoqun Wang
Retinal Image Segmentation Based on Texture Features . . . . . .
. . . . . . 1037Shu Zhao and Weiyang Chen
A Method of Intention Discovery Based on ScientificCollaboration
Information . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . 1044Ning Zhang, Chenli Zhao, Xue Zhang, and Dongyun
Yi
Contextual Analysis of Transactional Data . . . . . . . . . . .
. . . . . . . . . . . 1054Vangalur Alagar and Kaiyu Wan
Estimation of Soil Organic Matter Content Based on
RegionalFeature Bands . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . 1063Lihua Xu and Deti
Xie
Detection and Analysis of Surface Characteristics of DebrisFlow
Gully Landslide Based on TLS Technology . . . . . . . . . . . . . .
. . . . 1071Qiao Zhan, Shu Gan, Xiping Yuan, Min Yang, Hui Yu, and
Yufei Wang
A Feature-Based Hybrid Medical Image Watermarking AlgorithmBased
on SURF-DCT . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . 1080Saqib Ali Nawaz, Jingbing Li, Jialing
Liu, Uzair Aslam Bhatti,Jingjun Zhou, and Raza Muhammad Ahmad
Practice of Document Information Knowledge Service Orientedto
Metrology Research Innovation . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . 1091Xiaomeng Li, Feng Pan, and Li Li
Study on the Construction of Metrology Thesaurus Systemin
Digital Age . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . 1099Caijun Yang, Yao Wu, and
Yitong Liu
Seasonality of Property Crimes in a Neighborhood-Scaleof
Beijing, China . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . 1105Zhaolong Zeng, Miaomiao Hou,
Zheng Tang, Huanggang Wu,and Xiaofeng Hu
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . 1115
Contents xxv
PrefaceOrganizing CommitteeGeneral ChairsProgram
ChairsOrganizing ChairsFinance ChairPublication ChairsPublicity
ChairsProgram CommitteeReviewers
Contents