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

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 information science, ICT, economics, business, e-commerce, environment,healthcare, life science are covered. The list of topics spans all the areas of modernintelligent systems and computing such as: computational intelligence, soft comput-ing including neural networks, fuzzy systems, evolutionary computing and the fusionof these paradigms, social intelligence, ambient intelligence, computational neuro-science, artificial life, virtual worlds and society, cognitive science and systems,Perception and Vision, DNA and immune based systems, self-organizing andadaptive systems, e-Learning and teaching, human-centered and human-centriccomputing, recommender systems, intelligent control, robotics and mechatronicsincluding human-machine teaming, knowledge-based paradigms, learning para-digms, machine ethics, intelligent data analysis, knowledge management, intelligentagents, intelligent decision making and support, intelligent network security, trustmanagement, interactive entertainment, Web intelligence and multimedia.

The publications within “Advances in Intelligent Systems and Computing” areprimarily proceedings of important conferences, symposia and congresses. Theycover significant recent developments in the field, both of a foundational andapplicable character. An important characteristic feature of the series is the shortpublication time and world-wide distribution. This permits a rapid and broaddissemination of research results.

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http://www.springer.com/series/11156

Yong Liu • Lipo Wang •Liang Zhao • Zhengtao YuEditors

Advances in NaturalComputation, Fuzzy Systemsand Knowledge DiscoveryVolume 2

123

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 relevant protective laws and regulations and therefore free for general use.The publisher, the authors and the editors are safe to assume that the advice and information in thisbook are believed to be true and accurate at the date of publication. Neither the publisher nor theauthors or the editors give a warranty, expressed or implied, with respect to the material containedherein or for any errors or omissions that may have been made. The publisher remains neutral with regardto jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AGThe registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

https://doi.org/10.1007/978-3-030-32591-6

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

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

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

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

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

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

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

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

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

xviii Contents

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

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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

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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

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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

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

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PrefaceOrganizing CommitteeGeneral ChairsProgram ChairsOrganizing ChairsFinance ChairPublication ChairsPublicity ChairsProgram CommitteeReviewers

Contents