Communicationsin Computer and Information Science 1332

Editorial Board Members

Joaquim FilipePolytechnic Institute of Setúbal, Setúbal, Portugal

Ashish GhoshIndian Statistical Institute, Kolkata, India

Raquel Oliveira PratesFederal University of Minas Gerais (UFMG), Belo Horizonte, Brazil

Lizhu ZhouTsinghua University, Beijing, China

https://orcid.org/0000-0002-5961-6606https://orcid.org/0000-0002-7128-4974

More information about this series at http://www.springer.com/series/7899

http://www.springer.com/series/7899

Haiqin Yang • Kitsuchart Pasupa •Andrew Chi-Sing Leung •James T. Kwok • Jonathan H. Chan •Irwin King (Eds.)

NeuralInformation Processing27th International Conference, ICONIP 2020Bangkok, Thailand, November 18–22, 2020Proceedings, Part IV

123

EditorsHaiqin YangDepartment of AIPing An LifeShenzhen, China

Kitsuchart PasupaFaculty of Information TechnologyKing Mongkut's Instituteof Technology LadkrabangBangkok, ThailandAndrew Chi-Sing Leung

City University of Hong KongKowloon, Hong Kong

James T. KwokDepartment of Computer Scienceand EngineeringHong Kong University of Scienceand TechnologyHong Kong, Hong Kong

Jonathan H. ChanSchool of Information TechnologyKing Mongkut’s Universityof Technology ThonburiBangkok, Thailand Irwin King

The Chinese University of Hong KongNew Territories, Hong Kong

ISSN 1865-0929 ISSN 1865-0937 (electronic)Communications in Computer and Information ScienceISBN 978-3-030-63819-1 ISBN 978-3-030-63820-7 (eBook)https://doi.org/10.1007/978-3-030-63820-7

© Springer Nature Switzerland AG 2020This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of thematerial is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation,broadcasting, reproduction on microfilms or in any other physical way, and transmission or informationstorage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology nowknown or hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoes not imply, even in the absence of a specific statement, that such names are exempt from the relevantprotective 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 this book arebelieved to be true and accurate at the date of publication. Neither the publisher nor the authors or the editorsgive a warranty, expressed or implied, with respect to the material contained herein or for any errors oromissions that may have been made. The publisher remains neutral with regard to jurisdictional claims inpublished 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://orcid.org/0000-0001-5453-476Xhttps://orcid.org/0000-0001-8359-9888https://orcid.org/0000-0003-0962-6723https://orcid.org/0000-0002-4828-8248https://orcid.org/0000-0002-2384-0462https://orcid.org/0000-0001-8106-6447https://doi.org/10.1007/978-3-030-63820-7

Preface

This book is a part of the five-volume proceedings of the 27th International Conferenceon Neural Information Processing (ICONIP 2020), held during November 18–22,2020. The conference aims to provide a leading international forum for researchers,scientists, and industry professionals who are working in neuroscience, neural net-works, deep learning, and related fields to share their new ideas, progresses, andachievements. Due to the outbreak of COVID-19, this year’s conference, which wassupposed to be held in Bangkok, Thailand, was organized as fully virtual conference.

The research program of this year’s edition consists of four main categories, Theoryand Algorithms, Computational and Cognitive Neurosciences, Human-CenteredComputing, and Applications, for refereed research papers with nine special sessionsand one workshop. The research tracks attracted submissions from 1,083 distinctauthors from 44 countries. All the submissions were rigorously reviewed by the con-ference Program Committee (PC) comprising 84 senior PC members and 367 PCmembers. A total of 1,351 reviews were provided, with each submission receiving atleast 2 reviews, and some papers receiving 3 or more reviews. This year, we alsoprovided rebuttals for authors to address the errors that exist in the review comments.Meta-reviews were provided with consideration of both authors’ rebuttal and review-ers’ comments. Finally, we accepted 187 (30.25%) of the 618 full papers that were sentout for review in three volumes of Springer’s series of Lecture Notes in ComputerScience (LNCS) and 189 (30.58%) of the 618 in two volumes of Springer’s series ofCommunications in Computer and Information Science (CCIS).

We would like to take this opportunity to thank all the authors for submitting theirpapers to our conference, and the senior PC members, PC members, as well as all theOrganizing Committee members for their hard work. We hope you enjoyed theresearch program at the conference.

November 2020 Haiqin YangKitsuchart Pasupa

Organization

Honorary Chairs

Jonathan Chan King Mongkut’s University of Technology Thonburi,Thailand

Irwin King Chinese University of Hong Kong, Hong Kong

General Chairs

Andrew Chi-Sing Leung City University of Hong Kong, Hong KongJames T. Kwok Hong Kong University of Science and Technology,

Hong Kong

Program Chairs

Haiqin Yang Ping An Life, ChinaKitsuchart Pasupa King Mongkut’s Institute of Technology Ladkrabang,

Thailand

Local Arrangements Chair

VithidaChongsuphajaisiddhi

King Mongkut University of Technology Thonburi,Thailand

Finance Chairs

Vajirasak Vanijja King Mongkut’s University of Technology Thonburi,Thailand

Seiichi Ozawa Kobe University, Japan

Special Sessions Chairs

Kaizhu Huang Xi’an Jiaotong-Liverpool University, ChinaRaymond Chi-Wing Wong Hong Kong University of Science and Technology,

Hong Kong

Tutorial Chairs

Zenglin Xu Harbin Institute of Technology, ChinaJing Li Hong Kong Polytechnic University, Hong Kong

Proceedings Chairs

Xinyi Le Shanghai Jiao Tong University, ChinaJinchang Ren University of Strathclyde, UK

Publicity Chairs

Zeng-Guang Hou Chinese Academy of Sciences, ChinaRicky Ka-Chun Wong City University of Hong Kong, Hong Kong

Senior Program Committee

Sabri Arik Istanbul University, TurkeyDavide Bacciu University of Pisa, ItalyYi Cai South China University of Technology, ChinaZehong Cao University of Tasmania, AustraliaJonathan Chan King Mongkut’s University of Technology Thonburi,

ThailandYi-Ping Phoebe Chen La Trobe University, AustraliaXiaojun Chen Shenzhen University, ChinaWei Neng Chen South China University of Technology, ChinaYiran Chen Duke University, USAYiu-ming Cheung Hong Kong Baptist University, Hong KongSonya Coleman Ulster University, UKDaoyi Dong University of New South Wales, AustraliaLeonardo Franco University of Malaga, SpainJun Fu Northeastern University, ChinaXin Geng Southeast University, ChinaPing Guo Beijing Normal University, ChinaPedro Antonio Gutiérrez Universidad de Córdoba, SpainWei He University of Science and Technology Beijing, ChinaAkira Hirose The University of Tokyo, JapanZengguang Hou Chinese Academy of Sciences, ChinaKaizhu Huang Xi’an Jiaotong-Liverpool University, ChinaKazushi Ikeda Nara Institute of Science and Technology, JapanGwanggil Jeon Incheon National University, South KoreaMin Jiang Xiamen University, ChinaAbbas Khosravi Deakin University, AustraliaWai Lam Chinese University of Hong Kong, Hong KongChi Sing Leung City University of Hong Kong, Hong KongKan Li Beijing Institute of Technology, ChinaXi Li Zhejiang University, ChinaJing Li Hong Kong Polytechnic University, Hong KongShuai Li University of Cambridge, UKZhiyong Liu Chinese Academy of Sciences, ChinaZhigang Liu Southwest Jiaotong University, China

viii Organization

Wei Liu Tencent, ChinaJun Liu Xi’an Jiaotong University, ChinaJiamou Liu The University of Auckland, New ZealandLingjia Liu Virginia Tech, USAJose A. Lozano UPV/EHU, SpainBao-liang Lu Shanghai Jiao Tong University, ChinaJiancheng Lv Sichuan University, ChinaMarley M. B. R. Vellasco PUC of Rio de Janeiro, BrazilHiroshi Mamitsuka Kyoto University, JapanLeandro Minku University of Birmingham, UKChaoxu Mu Tianjin University, ChinaWolfgang Nejdl L3S Research Center, GermanyQuoc Viet Hung Nguyen Griffith University, AustraliaTakashi Omori Tamagawa University, JapanSeiichi Ozawa Kobe University, JapanWeike Pan Shenzhen University, ChinaJessie Ju Hyun Park Yeungnam University, JapanKitsuchart Pasupa King Mongkut’s Institute of Technology Ladkrabang,

ThailandAbdul Rauf Research Institute of Sweden, SwedenImran Razzak Deakin University, AustraliaJinchang Ren University of Strathclyde, UKHayaru Shouno The University of Electro-Communications, JapanPonnuthurai Suganthan Nanyang Technological University, SingaporeYang Tang East China University of Science and Technology,

ChinaJiliang Tang Michigan State University, USAIvor Tsang University of Technology Sydney, AustraliaPeerapon Vateekul Chulalongkorn University, ThailandBrijesh Verma Central Queensland University, AustraliaLi-Po Wang Nanyang Technological University, SingaporeKok Wai Wong Murdoch University, AustraliaKa-Chun Wong City University of Hong Kong, Hong KongRaymond Chi-Wing Wong Hong Kong University of Science and Technology,

Hong KongLong Phil Xia Peking University, Shenzhen Graduate School, ChinaXin Xin Beijing Institute of Technology, ChinaGuandong Xu University of Technology Sydney, AustraliaBo Xu Chinese Academy of Sciences, ChinaZenglin Xu Harbin Institute of Technology, ChinaRui Yan Peking University, ChinaXiaoran Yan Indiana University Bloomington, USAHaiqin Yang Ping An Life, ChinaQinmin Yang Zhejiang University, ChinaZhirong Yang Norwegian University of Science and Technology,

Norway

Organization ix

De-Nian Yang Academia Sinica, TaiwanZhigang Zeng Huazhong University of Science and Technology,

ChinaJialin Zhang Chinese Academy of Sciences, ChinaMin Ling Zhang Southeast University, ChinaKun Zhang Carnegie Mellon University, USAYongfeng Zhang Rutgers University, USADongbin Zhao Chinese Academy of Sciences, ChinaYicong Zhou University of Macau, MacauJianke Zhu Zhejiang University, China

Program Committee

Muideen Adegoke City University of Hong Kong, Hong KongSheraz Ahmed German Research Center for Artificial Intelligence,

GermanyShotaro Akaho National Institute of Advanced Industrial Science

and Technology, JapanSheeraz Akram University of Pittsburgh, USAAbdulrazak Alhababi Universiti Malaysia Sarawak, MalaysiaMuhamad Erza Aminanto University of Indonesia, IndonesiaMarco Anisetti University of Milan, ItalySajid Anwar Institute of Management Sciences, PakistanMuhammad Awais COMSATS University Islamabad, PakistanAffan Baba University of Technology Sydney, AustraliaBoris Bacic Auckland University of Technology, New ZealandMubasher Baig National University of Computer and Emerging

Sciences, PakistanTao Ban National Information Security Research Center, JapanSang Woo Ban Dongguk University, South KoreaKasun Bandara Monash University, AustraliaDavid Bong Universiti Malaysia Sarawak, MalaysiaGeorge Cabral Rural Federal University of Pernambuco, BrazilAnne Canuto Federal University of Rio Grande do Norte, BrazilZehong Cao University of Tasmania, AustraliaJonathan Chan King Mongkut’s University of Technology Thonburi,

ThailandGuoqing Chao Singapore Management University, SingaporeHongxu Chen University of Technology Sydney, AustraliaZiran Chen Bohai University, ChinaXiaofeng Chen Chongqing Jiaotong University, ChinaXu Chen Shanghai Jiao Tong University, ChinaHe Chen Hebei University of Technology, ChinaJunjie Chen Inner Mongolia University, ChinaMulin Chen Northwestern Polytechnical University, ChinaJunying Chen South China University of Technology, China

x Organization

Chuan Chen Sun Yat-sen University, ChinaLiang Chen Sun Yat-sen University, ChinaZhuangbin Chen Chinese University of Hong Kong, Hong KongJunyi Chen City University of Hong Kong, Hong KongXingjian Chen City University of Hong Kong, Hong KongLisi Chen Hong Kong Baptist University, Hong KongFan Chen Duke University, USAXiang Chen George Mason University, USALong Cheng Chinese Academy of Sciences, ChinaAneesh Chivukula University of Technology Sydney, AustraliaSung Bae Cho Yonsei University, South KoreaSonya Coleman Ulster University, UKFengyu Cong Dalian University of Technology, ChinaJose Alfredo Ferreira Costa Federal University of Rio Grande do Norte, BrazilRuxandra Liana Costea Polytechnic University of Bucharest, RomaniaJean-Francois Couchot University of Franche-Comté, FranceRaphaël Couturier University Bourgogne Franche-Comté, FranceZhenyu Cui University of the Chinese Academy of Sciences, ChinaDebasmit Das Qualcomm, USAJustin Dauwels Nanyang Technological University, SingaporeXiaodan Deng Beijing Normal University, ChinaZhaohong Deng Jiangnan University, ChinaMingcong Deng Tokyo University, JapanNat Dilokthanakul Vidyasirimedhi Institute of Science and Technology,

ThailandHai Dong RMIT University, AustraliaQiulei Dong Chinese Academy of Sciences, ChinaShichao Dong Shenzhen Zhiyan Technology Co., Ltd., ChinaKenji Doya Okinawa Institute of Science and Technology, JapanYiqun Duan University of Sydney, AustraliaAritra Dutta King Abdullah University of Science and Technology,

Saudi ArabiaMark Elshaw Coventry University, UKIssam Falih Paris 13 University, FranceOzlem Faydasicok Istanbul University, TurkeyZunlei Feng Zhejiang University, ChinaLeonardo Franco University of Malaga, SpainFulvio Frati Università degli Studi di Milano, ItalyChun Che Fung Murdoch University, AustraliaWai-Keung Fung Robert Gordon University, UKClaudio Gallicchio University of Pisa, ItalyYongsheng Gao Griffith University, AustraliaCuiyun Gao Harbin Institute of Technology, ChinaHejia Gao University of Science and Technology Beijing, ChinaYunjun Gao Zhejiang University, China

Organization xi

Xin Gao King Abdullah University of Science and Technology,Saudi Arabia

Yuan Gao Uppsala University, SwedenYuejiao Gong South China University of Technology, ChinaXiaotong Gu University of Tasmania, AustraliaShenshen Gu Shanghai University, ChinaCheng Guo Chinese Academy of Sciences, ChinaZhishan Guo University of Central Florida, USAAkshansh Gupta Central Electronics Engineering Research Institute,

IndiaPedro Antonio Gutiérrez University of Córdoba, SpainChristophe Guyeux University Bourgogne Franche-Comté, FranceMasafumi Hagiwara Keio University, JapanAli Haidar University of New South Wales, AustraliaIbrahim Hameed Norwegian University of Science and Technology,

NorwayYiyan Han Huazhong University of Science and Technology,

ChinaZhiwei Han Southwest Jiaotong University, ChinaXiaoyun Han Sun Yat-sen University, ChinaCheol Han Korea University, South KoreaTakako Hashimoto Chiba University of Commerce, JapanKun He Shenzhen University, ChinaXing He Southwest University, ChinaXiuyu He University of Science and Technology Beijing, ChinaWei He University of Science and Technology Beijing, ChinaKatsuhiro Honda Osaka Prefecture University, JapanYao Hu Alibaba Group, ChinaBinbin Hu Ant Group, ChinaJin Hu Chongqing Jiaotong University, ChinaJinglu Hu Waseda University, JapanShuyue Hu National University of Singapore, SingaporeQingbao Huang Guangxi University, ChinaHe Huang Soochow University, ChinaKaizhu Huang Xi’an Jiaotong-Liverpool University, ChinaChih-chieh Hung National Chung Hsing University, TaiwanMohamed Ibn Khedher IRT SystemX, FranceKazushi Ikeda Nara Institute of Science and Technology, JapanTeijiro Isokawa University of Hyogo, JapanFuad Jamour University of California, Riverside, USAJin-Tsong Jeng National Formosa University, TaiwanSungmoon Jeong Kyungpook National University, South KoreaYizhang Jiang Jiangnan University, ChinaWenhao Jiang Tencent, ChinaYilun Jin Hong Kong University of Science and Technology,

Hong Kong

xii Organization

Wei Jin Michigan State University, USAHamid Karimi Michigan State University, USADermot Kerr Ulster University, UKTariq Khan Deakin University, AustraliaRhee Man Kil Korea Advanced Institute of Science and Technology,

South KoreaSangwook Kim Kobe University, JapanSangwook Kim Kobe University, JapanDaeEun Kim Yonsei University, South KoreaJin Kyu Kim Facebook, Inc., USAMutsumi Kimura Ryukoku University, JapanYasuharu Koike Tokyo Institute of Technology, JapanVen Jyn Kok National University of Malaysia, MalaysiaAneesh Krishna Curtin University, AustraliaShuichi Kurogi Kyushu Institute of Technology, JapanYoshimitsu Kuroki National Institute of Technology, Kurume College,

JapanSusumu Kuroyanagi Nagoya Institute of Technology, JapanWeng Kin Lai Tunku Abdul Rahman University College, MalaysiaWai Lam Chinese University of Hong Kong, Hong KongKittichai Lavangnananda King Mongkut’s University of Technology Thonburi,

ThailandXinyi Le Shanghai Jiao Tong University, ChinaTeerapong Leelanupab King Mongkut’s Institute of Technology Ladkrabang,

ThailandMan Fai Leung City University of Hong Kong, Hong KongGang Li Deakin University, AustraliaQian Li University of Technology Sydney, AustraliaJing Li University of Technology Sydney, AustraliaJiaHe Li Beijing Institute of Technology, ChinaJian Li Huawei Noah’s Ark Lab, ChinaXiangtao Li Jilin University, ChinaTao Li Peking University, ChinaChengdong Li Shandong Jianzhu University, ChinaNa Li Tencent, ChinaBaoquan Li Tianjin Polytechnic University, ChinaYiming Li Tsinghua University, ChinaYuankai Li University of Science and Technology of China, ChinaYang Li Zhejiang University, ChinaMengmeng Li Zhengzhou University, ChinaYaxin Li Michigan State University, USAXiao Liang Nankai University, ChinaHualou Liang Drexel University, USAHao Liao Shenzhen University, ChinaMing Liao Chinese University of Hong Kong, Hong KongAlan Liew Griffith University, Australia

Organization xiii

Chengchuang Lin South China Normal University, ChinaXinshi Lin Chinese University of Hong Kong, Hong KongJiecong Lin City University of Hong Kong, Hong KongShu Liu The Australian National University, AustraliaXinping Liu University of Tasmania, AustraliaShaowu Liu University of Technology Sydney, AustraliaWeifeng Liu China University of Petroleum, ChinaZhiyong Liu Chinese Academy of Sciences, ChinaJunhao Liu Chinese Academy of Sciences, ChinaShenglan Liu Dalian University of Technology, ChinaXin Liu Huaqiao University, ChinaXiaoyang Liu Huazhong University of Science and Technology,

ChinaWeiqiang Liu Nanjing University of Aeronautics and Astronautics,

ChinaQingshan Liu Southeast University, ChinaWenqiang Liu Southwest Jiaotong University, ChinaHongtao Liu Tianjin University, ChinaYong Liu Zhejiang University, ChinaLinjing Liu City University of Hong Kong, Hong KongZongying Liu King Mongkut’s Institute of Technology Ladkrabang,

ThailandXiaorui Liu Michigan State University, USAHuawen Liu The University of Texas at San Antonio, USAZhaoyang Liu Chinese Academy of Sciences, ChinaSirasit Lochanachit King Mongkut’s Institute of Technology Ladkrabang,

ThailandXuequan Lu Deakin University, AustraliaWenlian Lu Fudan University, ChinaJu Lu Shandong University, ChinaHongtao Lu Shanghai Jiao Tong University, ChinaHuayifu Lv Beijing Normal University, ChinaQianli Ma South China University of Technology, ChinaMohammed Mahmoud Beijing Institute of Technology, ChinaRammohan Mallipeddi Kyungpook National University, South KoreaJiachen Mao Duke University, USAAli Marjaninejad University of Southern California, USASanparith Marukatat National Electronics and Computer Technology Center,

ThailandTomas Henrique Maul University of Nottingham Malaysia, MalaysiaPhayung Meesad King Mongkut’s University of Technology

North Bangkok, ThailandFozia Mehboob Research Institute of Sweden, SwedenWenjuan Mei University of Electronic Science and Technology

of China, ChinaDaisuke Miyamoto The University of Tokyo, Japan

xiv Organization

Kazuteru Miyazaki National Institution for Academic Degrees and QualityEnhancement of Higher Education, Japan

Bonaventure Molokwu University of Windsor, CanadaHiromu Monai Ochanomizu University, JapanJ. Manuel Moreno Universitat Politècnica de Catalunya, SpainFrancisco J. Moreno-Barea University of Malaga, SpainChen Mou Nanjing University of Aeronautics and Astronautics,

ChinaAhmed Muqeem Sheri National University of Sciences and Technology,

PakistanUsman Naseem University of Technology Sydney, AustraliaMehdi Neshat The University of Adelaide, AustraliaQuoc Viet Hung Nguyen Griffith University, AustraliaThanh Toan Nguyen Griffith University, AustraliaDang Nguyen University of Canberra, AustraliaThanh Tam Nguyen Ecole Polytechnique Federale de Lausanne, FranceGiang Nguyen Korea Advanced Institute of Science and Technology,

South KoreaHaruhiko Nishimura University of Hyogo, JapanStavros Ntalampiras University of Milan, ItalyAnupiya Nugaliyadde Murdoch University, AustraliaToshiaki Omori Kobe University, JapanYuangang Pan University of Technology Sydney, AustraliaWeike Pan Shenzhen University, ChinaTeerapong Panboonyuen Chulalongkorn University, ThailandPaul S. Pang Federal University Australia, AustraliaLie Meng Pang Southern University of Science and Technology, ChinaHyeyoung Park Kyungpook National University, South KoreaKitsuchart Pasupa King Mongkut’s Institute of Technology Ladkrabang,

ThailandYong Peng Hangzhou Dianzi University, ChinaOlutomilayo Petinrin City University of Hong Kong, Hong KongGeong Sen Poh National University of Singapore, SingaporeMahardhika Pratama Nanyang Technological University, SingaporeEmanuele Principi Università Politecnica delle Marche, ItalyYiyan Qi Xi’an Jiaotong University, ChinaSaifur Rahaman International Islamic University Chittagong,

BangladeshMuhammad Ramzan Saudi Electronic University, Saudi ArabiaYazhou Ren University of Electronic Science and Technology

of China, ChinaPengjie Ren University of Amsterdam, The NetherlandsColin Samplawski University of Massachusetts Amherst, USAYu Sang Liaoning Technical University, ChinaGerald Schaefer Loughborough University, UK

Organization xv

Rafal Scherer Czestochowa University of Technology, PolandXiaohan Shan Chinese Academy of Sciences, ChinaHong Shang Tencent, ChinaNabin Sharma University of Technology Sydney, AustraliaZheyang Shen Aalto University, FinlandYin Sheng Huazhong University of Science and Technology,

ChinaJin Shi Nanjing University, ChinaWen Shi South China University of Technology, ChinaZhanglei Shi City University of Hong Kong, Hong KongTomohiro Shibata Kyushu Institute of Technology, JapanHayaru Shouno The University of Electro-Communications, JapanChiranjibi Sitaula Deakin University, AustraliaAn Song South China University of Technology, Chinamofei Song Southeast University, ChinaLiyan Song Southern University of Science and Technology, ChinaLinqi Song City University of Hong Kong, Hong KongYuxin Su Chinese University of Hong Kong, Hong KongJérémie Sublime Institut supérieur d’électronique de Paris, FranceTahira Sultana UTM Malaysia, MalaysiaXiaoxuan Sun Beijing Normal University, ChinaQiyu Sun East China University of Science and Technology,

ChinaNing Sun Nankai University, ChinaFuchun Sun Tsinghua University, ChinaNorikazu Takahashi Okayama University, JapanHiu-Hin Tam City University of Hong Kong, Hong KongHakaru Tamukoh Kyushu Institute of Technology, JapanXiaoyang Tan Nanjing University of Aeronautics and Astronautics,

ChinaYing Tan Peking University, ChinaShing Chiang Tan Multimedia University, MalaysiaChoo Jun Tan Wawasan Open University, MalaysiaGouhei Tanaka The University of Tokyo, JapanYang Tang East China University of Science and Technology,

ChinaXiao-Yu Tang Zhejiang University, ChinaM. Tanveer Indian Institutes of Technology, IndiaKai Meng Tay Universiti Malaysia Sarawak, MalaysiaChee Siong Teh Universiti Malaysia Sarawak, MalaysiaYa-Wen Teng Academia Sinica, TaiwanAndrew Beng Jin Teoh Yonsei University, South KoreaArit Thammano King Mongkut’s Institute of Technology Ladkrabang,

ThailandEiji Uchino Yamaguchi University, Japan

xvi Organization

Nhi N.Y. Vo University of Technology Sydney, AustraliaHiroaki Wagatsuma Kyushu Institute of Technology, JapanNobuhiko Wagatsuma Tokyo Denki University, JapanYuanyu Wan Nanjing University, ChinaFeng Wan University of Macau, MacauDianhui Wang La Trobe University, AustraliaLei Wang Beihang University, ChinaMeng Wang Beijing Institute of Technology, ChinaSheng Wang Henan University, ChinaMeng Wang Southeast University, ChinaChang-Dong Wang Sun Yat-sen University, ChinaQiufeng Wang Xi’an Jiaotong-Liverpool University, ChinaZhenhua Wang Zhejiang University of Technology, ChinaYue Wang Chinese University of Hong Kong, Hong KongJiasen Wang City University of Hong Kong, Hong KongJin Wang Hanyang University, South KoreaWentao Wang Michigan State University, USAYiqi Wang Michigan State University, USAPeerasak Wangsom CAT Telecom PCL, ThailandBunthit Watanapa King Mongkut’s University of Technology Thonburi,

ThailandQinglai Wei Chinese Academy of Sciences, ChinaYimin Wen Guilin University of Electronic Technology, ChinaGuanghui Wen Southeast University, ChinaKa-Chun Wong City University of Hong Kong, Hong KongKuntpong Woraratpanya King Mongkut’s Institute of Technology Ladkrabang,

ThailandDongrui Wu Huazhong University of Science and Technology,

ChinaQiujie Wu Huazhong University of Science and Technology,

ChinaZhengguang Wu Zhejiang University, ChinaWeibin Wu Chinese University of Hong Kong, Hong KongLong Phil Xia Peking University, Shenzhen Graduate School, ChinaTao Xiang Chongqing University, ChinaJiaming Xu Chinese Academy of Sciences, ChinaBin Xu Northwestern Polytechnical University, ChinaQing Xu Tianjin University, ChinaXingchen Xu Fermilab, USAHui Xue Southeast University, ChinaNobuhiko Yamaguchi Saga University, JapanToshiyuki Yamane IBM Research, JapanXiaoran Yan Indiana University, USAShankai Yan National Institutes of Health, USAJinfu Yang Beijing University of Technology, ChinaXu Yang Chinese Academy of Sciences, China

Organization xvii

Feidiao Yang Chinese Academy of Sciences, ChinaMinghao Yang Chinese Academy of Sciences, ChinaJianyi Yang Nankai University, ChinaHaiqin Yang Ping An Life, ChinaXiaomin Yang Sichuan University, ChinaShaofu Yang Southeast University, ChinaYinghua Yao University of Technology Sydney, AustraliaJisung Yoon Indiana University, USAJunichiro Yoshimoto Nara Institute of Science and Technology, JapanQi Yu University of New South Wales, AustraliaZhaoyuan Yu Nanjing Normal University, ChinaWen Yu CINVESTAV-IPN, MexicoChun Yuan Tsinghua University, ChinaXiaodong Yue Shanghai University, ChinaLi Yun Nanjing University of Posts and Telecommunications,

ChinaJichuan Zeng Chinese University of Hong Kong, Hong KongYilei Zhang Anhui Normal University, ChinaYi Zhang Beijing Institute of Technology, ChinaXin-Yue Zhang Chinese Academy of Sciences, ChinaDehua Zhang Chinese Academy of Sciences, ChinaLei Zhang Chongqing University, ChinaJia Zhang Microsoft Research, ChinaLiqing Zhang Shanghai Jiao Tong University, ChinaYu Zhang Southeast University, ChinaLiang Zhang Tencent, ChinaTianlin Zhang University of Chinese Academy of Sciences, ChinaRui Zhang Xi’an Jiaotong-Liverpool University, ChinaJialiang Zhang Zhejiang University, ChinaZiqi Zhang Zhejiang University, ChinaJiani Zhang Chinese University of Hong Kong, Hong KongShixiong Zhang City University of Hong Kong, Hong KongJin Zhang Norwegian University of Science and Technology,

NorwayJie Zhang Newcastle University, UKKun Zhang Carnegie Mellon University, USAYao Zhang Tianjin University, ChinaYu Zhang University of Science and Technology Beijing, ChinaZhijia Zhao Guangzhou University, ChinaShenglin Zhao Tencent, ChinaQiangfu Zhao University of Aizu, JapanXiangyu Zhao Michigan State University, USAXianglin Zheng University of Tasmania, AustraliaNenggan Zheng Zhejiang University, ChinaWei-Long Zheng Harvard Medical School, USAGuoqiang Zhong Ocean University of China, China

xviii Organization

Jinghui Zhong South China University of Technology, ChinaJunping Zhong Southwest Jiaotong University, ChinaXiaojun Zhou Central South University, ChinaHao Zhou Harbin Engineering University, ChinaYingjiang Zhou Nanjing University of Posts and Telecommunications,

ChinaDeyu Zhou Southeast University, ChinaZili Zhou The University of Manchester, UK

Organization xix

Contents – Part IV

Data Mining

A Hybrid Representation of Word Images for Keyword Spotting . . . . . . . . . 3Hongxi Wei, Jing Zhang, and Kexin Liu

A Simple and Novel Method to Predict the Hospital Energy Use Basedon Machine Learning: A Case Study in Norway . . . . . . . . . . . . . . . . . . . . . 11

Kai Xue, Yiyu Ding, Zhirong Yang, Natasa Nord,Mael Roger Albert Barillec, Hans Martin Mathisen, Meng Liu,Tor Emil Giske, Liv Inger Stenstad, and Guangyu Cao

An Empirical Study to Investigate Different SMOTE Data SamplingTechniques for Improving Software Refactoring Prediction. . . . . . . . . . . . . . 23

Rasmita Panigrahi, Lov Kumar, and Sanjay Kumar Kuanar

Prediction Model of Breast Cancer Based on mRMR Feature Selection . . . . . 32Junwen Di and Zhiguo Shi

Clustering Ensemble Selection with Analytic Hierarchy Process . . . . . . . . . . 41Wei Liu, Xiaodong Yue, Caiming Zhong, and Jie Zhou

Deep Learning for In-Vehicle Intrusion Detection System . . . . . . . . . . . . . . 50Elies Gherbi, Blaise Hanczar, Jean-Christophe Janodet,and Witold Klaudel

Efficient Binary Multi-view Subspace Learning for Instance-LevelImage Retrieval . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 59

Zhijian Wu, Jun Li, and Jianhua Xu

Hyper-Sphere Support Vector Classifier with Hybrid Decision Strategy . . . . . 69Shuang Liu and Peng Chen

Knowledge Graph Embedding Based on Relevance and Inner Sequenceof Relations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 78

Jia Peng, Neng Gao, Min Li, and Jun Yuan

MrPC: Causal Structure Learning in Distributed Systems . . . . . . . . . . . . . . . 87Thin Nguyen, Duc Thanh Nguyen, Thuc Duy Le, and Svetha Venkatesh

Online Multi-objective Subspace Clustering for Streaming Data . . . . . . . . . . 95Dipanjyoti Paul, Sriparna Saha, and Jimson Mathew

Predicting Information Diffusion Cascades Using GraphAttention Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 104

Meng Wang and Kan Li

PrivRec: User-Centric Differentially Private Collaborative Filtering UsingLSH and KD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113

Yifei Zhang, Neng Gao, Junsha Chen, Chenyang Tu, and Jiong Wang

Simultaneous Customer Segmentation and Behavior Discovery . . . . . . . . . . . 122Siqi Zhang, Ling Luo, Zhidong Li, Yang Wang, Fang Chen,and Richard Xu

Structural Text Steganography Using Unseen Tag Attribute Values . . . . . . . . 131Feno H. Rabevohitra and Yantao Li

Trajectory Anomaly Detection Based on the Mean Distance Deviation . . . . . 140Xiaoyuan Hu, Qing Xu, and Yuejun Guo

Tweet Relevance Based on the Theory of Possibility . . . . . . . . . . . . . . . . . . 148Amina Ben Meriem, Lobna Hlaoua, and Lotfi Ben Romdhane

Healthcare Analytics-Improving Healthcare Outcomes UsingBig Data Analytics

A Semantically Flexible Feature Fusion Network for RetinalVessel Segmentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 159

Tariq M. Khan, Antonio Robles-Kelly, and Syed S. Naqvi

Automatic Segmentation and Diagnosis of Intervertebral Discs Basedon Deep Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 168

Xiuhao Liang, Junxiu Liu, Yuling Luo, Guopei Wu, Shunsheng Zhang,and Senhui Qiu

Detecting Alzheimer’s Disease by Exploiting Linguistic Informationfrom Nepali Transcript. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 176

Surendrabikram Thapa, Surabhi Adhikari, Usman Naseem,Priyanka Singh, Gnana Bharathy, and Mukesh Prasad

Explaining AI-Based Decision Support Systems Using ConceptLocalization Maps. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 185

Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel,and Sheraz Ahmed

Learning from the Guidance: Knowledge Embedded Meta-learningfor Medical Visual Question Answering. . . . . . . . . . . . . . . . . . . . . . . . . . . 194

Wenbo Zheng, Lan Yan, Fei-Yue Wang, and Chao Gou

xxii Contents – Part IV

Response Time Determinism in Healthcare Data Analytics UsingMachine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 203

Syed Abdul Baqi Shah and Syed Mahfuzul Aziz

Human Activity Recognition

A Landmark Estimation and Correction Network for AutomatedMeasurement of Sagittal Spinal Parameters. . . . . . . . . . . . . . . . . . . . . . . . . 213

Guosheng Yang, Xiangling Fu, Nanfang Xu, Kailai Zhang, and Ji Wu

Facial Expression Recognition with an Attention Network Using a SingleDepth Image. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 222

Jianmin Cai, Hongliang Xie, Jianfeng Li, and Shigang Li

Fast and Accurate Hand-Raising Gesture Detection in Classroom . . . . . . . . . 232Tao Liu, Fei Jiang, and Ruimin Shen

Identifying Anger Veracity Using Neural Network and Long-Short TermMemory with Bimodal Distribution Removal . . . . . . . . . . . . . . . . . . . . . . . 240

Rouyi Jin, Xuanying Zhu, and Yeu-Shin Fu

Learning and Distillating the Internal Relationship of Motion Featuresin Action Recognition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 248

Lu Lu, Siyuan Li, Niannian Chen, Lin Gao, Yong Fan, Yong Jiang,and Ling Wu

SME User Classification from Click Feedback on a MobileBanking Apps. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 256

Suchat Tungjitnob, Kitsuchart Pasupa, Ek Thamwiwatthana,and Boontawee Suntisrivaraporn

Image Processing and Computer Vision

3D Human Pose Estimation with 2D Human Pose and Depthmap . . . . . . . . . 267Zhiheng Zhou, Yue Cao, Xuanying Zhu, Henry Gardner,and Hongdong Li

A Malware Classification Method Based on Basic Block and CNN. . . . . . . . 275Jinrong Chen

A Shape-Aware Feature Extraction Module for Semantic Segmentationof 3D Point Clouds . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 284

Jiachen Xu, Jie Zhou, Xin Tan, and Lizhuang Ma

Contents – Part IV xxiii

A Strong Baseline for Fashion Retrieval with PersonRe-identification Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 294

Mikolaj Wieczorek, Andrzej Michalowski, Anna Wroblewska,and Jacek Dabrowski

Adaptive Feature Enhancement Network for Semantic Segmentation . . . . . . . 302Kuntao Cao, Xi Huang, and Jie Shao

BEDNet: Bi-directional Edge Detection Network for OceanFront Detection. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 312

Qingyang Li, Zhenlin Fan, and Guoqiang Zhong

Convolutional Neural Networks and Periocular Region Image Recognition. . . 320Eliana Pereira da Silva, Francisco Fambrini, and José Hiroki Saito

CPCS: Critical Points Guided Clustering and Sampling for PointCloud Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 327

Wei Wang, Zhiwen Shao, Wencai Zhong, and Lizhuang Ma

Customizable GAN: Customizable Image Synthesis Basedon Adversarial Learning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 336

Zhiqiang Zhang, Wenxin Yu, Jinjia Zhou, Xuewen Zhang, Jialiang Tang,Siyuan Li, Ning Jiang, Gang He, Gang He, and Zhuo Yang

Declarative Residual Network for Robust Facial Expression Recognition . . . . 345Ruikai Cui, Josephine Plested, and Jiaxu Liu

Deep Feature Compatibility for Generated Images Quality Assessment . . . . . 353Xuewen Zhang, Yunye Zhang, Zhiqiang Zhang, Wenxin Yu, Ning Jiang,and Gang He

DRGCN: Deep Relation GCN for Group Activity Recognition . . . . . . . . . . . 361Yiqiang Feng, Shimin Shan, Yu Liu, Zhehuan Zhao, and Kaiping Xu

Dual Convolutional Neural Networks for Hyperspectral Satellite ImagesClassification (DCNN-HSI) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 369

Maissa Hamouda and Med Salim Bouhlel

Edge Curve Estimation by the Nonparametric Parzen Kernel Method . . . . . . 377Tomasz Gałkowski and Adam Krzyżak

Efficient Segmentation Pyramid Network . . . . . . . . . . . . . . . . . . . . . . . . . . 386Tanmay Singha, Duc-Son Pham, Aneesh Krishna, and Joel Dunstan

EMOTIONCAPS - Facial Emotion Recognition Using Capsules . . . . . . . . . . 394Bhavya Shah, Krutarth Bhatt, Srimanta Mandal, and Suman K. Mitra

End-to-end Saliency-Guided Deep Image Retrieval . . . . . . . . . . . . . . . . . . . 402Jinyu Ma and Xiaodong Gu

xxiv Contents – Part IV

Exploring Spatiotemporal Features for Activity Classifications in Films . . . . . 410Somnuk Phon-Amnuaisuk, Shiqah Hadi, and Saiful Omar

Feature Redirection Network for Few-Shot Classification . . . . . . . . . . . . . . . 418Yanan Wang, Guoqiang Zhong, Yuxu Mao, and Kaizhu Huang

Generative Adversarial Networks for Improving Object Detectionin Camouflaged Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 426

Jinky G. Marcelo and Arnulfo P. Azcarraga

Light Textspotter: An Extreme Light Scene Text Spotter . . . . . . . . . . . . . . . 434Jiazhi Guan and Anna Zhu

LPI-Net: Lightweight Inpainting Network with Pyramidal Hierarchy . . . . . . . 442Siyuan Li, Lu Lu, Kepeng Xu, Wenxin Yu, Ning Jiang, and Zhuo Yang

MobileHand: Real-Time 3D Hand Shape and Pose Estimationfrom Color Image . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 450

Guan Ming Lim, Prayook Jatesiktat, and Wei Tech Ang

Monitoring Night Skies with Deep Learning. . . . . . . . . . . . . . . . . . . . . . . . 460Yuri Galindo, Marcelo De Cicco, Marcos G. Quiles, and Ana C. Lorena

MRNet: A Keypoint Guided Multi-scale Reasoning Networkfor Vehicle Re-identification. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 469

Minting Pan, Xiaoguang Zhu, Yongfu Li, Jiuchao Qian, and Peilin Liu

Multi-modal Feature Attention for Cervical Lymph Node Segmentationin Ultrasound and Doppler Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 479

Xiangling Fu, Tong Gao, Yuan Liu, Mengke Zhang, Chenyi Guo, Ji Wu,and Zhili Wang

MultiTune: Adaptive Integration of Multiple Fine-Tuning Modelsfor Image Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 488

Yu Wang, Jo Plested, and Tom Gedeon

No-Reference Quality Assessment Based on Spatial Statisticfor Generated Images. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 497

Yunye Zhang, Xuewen Zhang, Zhiqiang Zhang, Wenxin Yu, Ning Jiang,and Gang He

Pairwise-GAN: Pose-Based View Synthesis Through Pair-Wise Training . . . . 507Xuyang Shen, Jo Plested, Yue Yao, and Tom Gedeon

Pixel-Semantic Revising of Position: One-Stage Object Detectorwith Shared Encoder-Decoder. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 516

Qian Li, Nan Guo, Xiaochun Ye, Dongrui Fan, and Zhimin Tang

Contents – Part IV xxv

Reduction of Polarization-State Spread in Phase-Distortion Mitigationby Phasor-Quaternion Neural Networks in PolInSAR. . . . . . . . . . . . . . . . . . 526

Kohei Oyama and Akira Hirose

RoadNetGAN: Generating Road Networks in PlanarGraph Representation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 535

Takashi Owaki and Takashi Machida

Routing Attention Shift Network for Image Classificationand Segmentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 544

Yuwei Yang, Yi Sun, Guiping Su, and Shiwei Ye

SpotFast Networks with Memory Augmented Lateral Transformersfor Lipreading. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 554

Peratham Wiriyathammabhum

Towards Online Handwriting Recognition System Based on ReinforcementLearning Theory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 562

Ramzi Zouari, Houcine Boubaker, and Monji Kherallah

Training Lightweight yet Competent Network via TransferringComplementary Features . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 571

Xiaobing Zhang, Shijian Lu, Haigang Gong, Minghui Liu, and Ming Liu

TSGYE: Two-Stage Grape Yield Estimation. . . . . . . . . . . . . . . . . . . . . . . . 580Geng Deng, Tianyu Geng, Chengxin He, Xinao Wang, Bangjun He,and Lei Duan

Unsupervised Reused Convolutional Network for MetalArtifact Reduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 589

Binyu Zhao, Jinbao Li, Qianqian Ren, and Yingli Zhong

Visual-Based Positioning and Pose Estimation . . . . . . . . . . . . . . . . . . . . . . 597Somnuk Phon-Amnuaisuk, Ken T. Murata, La-Or Kovavisaruch,Tiong-Hoo Lim, Praphan Pavarangkoon, and Takamichi Mizuhara

Voxel Classification Based Automatic Hip Cartilage Segmentationfrom Routine Clinical MR Images. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 606

Najini Harischandra, Anuja Dharmaratne, Flavia M. Cicuttini,and YuanYuan Wang

Natural Language Processing

Active Learning Based Relation Classification for Knowledge GraphConstruction from Conversation Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . 617

Zishan Ahmad, Asif Ekbal, Shubhashis Sengupta, Anutosh Mitra,Roshni Rammani, and Pushpak Bhattacharyya

xxvi Contents – Part IV

Adversarial Shared-Private Attention Network for Joint Slot Fillingand Intent Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 626

Mengfei Wu, Longbiao Wang, Yuke Si, and Jianwu Dang

Automatic Classification and Comparison of Words by Difficulty . . . . . . . . . 635Shengyao Zhang, Qi Jia, Libin Shen, and Yinggong Zhao

Dual-Learning-Based Neural Machine Translation Using UndirectedSequence Model for Document Translation . . . . . . . . . . . . . . . . . . . . . . . . 643

Lei Zhang and Jianhua Xu

From Shortsighted to Bird View: Jointly Capturing All Aspectsfor Question-Answering Style Aspect-Based Sentiment Analysis . . . . . . . . . . 651

Liang Zhao, Bingfeng Luo, Zuo Bai, Xi Yin, Kunfeng Lai,and Jianping Shen

Hierarchical Sentiment Estimation Model for Potential Topicsof Individual Tweets . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 660

Qian Ji, Yilin Dai, Yinghua Ma, Gongshen Liu, Quanhai Zhang,and Xiang Lin

Key Factors of Email Subject Generation . . . . . . . . . . . . . . . . . . . . . . . . . . 668Mingfeng Xue, Hang Zhang, and Jiancheng Lv

Learning Interactions at Multiple Levels for AbstractiveMulti-document Summarization. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 676

Yiding Liu, Xiaoning Fan, Jie Zhou, and Gongshen Liu

Multitask Learning Based on Constrained Hierarchical Attention Networkfor Multi-aspect Sentiment Classification . . . . . . . . . . . . . . . . . . . . . . . . . . 685

Yang Gao, Jianxun Liu, Pei Li, Dong Zhou, and Peng Yuan

Neural Machine Translation with Soft Reordering Knowledge . . . . . . . . . . . 693Leiying Zhou, Jie Zhou, Wenjie Lu, Kui Meng, and Gongshen Liu

Open Event Trigger Recognition Using Distant Supervision withHierarchical Self-attentive Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . 701

Xinmiao Pei, Hao Wang, Xiangfeng Luo, and Jianqi Gao

Reinforcement Learning Based Personalized Neural Dialogue Generation. . . . 709Tulika Saha, Saraansh Chopra, Sriparna Saha,and Pushpak Bhattacharyya

Sparse Lifting of Dense Vectors: A Unified Approach to Wordand Sentence Representations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 717

Senyue Hao and Wenye Li

Contents – Part IV xxvii

Word-Level Error Correction in Non-autoregressive NeuralMachine Translation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 726

Ziyue Guo, Hongxu Hou, Nier Wu, and Shuo Sun

Recommender Systems

ANN-Assisted Multi-cloud Scheduling Recommender . . . . . . . . . . . . . . . . . 737Amirmohammad Pasdar, Tahereh Hassanzadeh, Young Choon Lee,and Bernard Mans

Correlation-Aware Next Basket Recommendation Using GraphAttention Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 746

Yuanzhe Zhang, Ling Luo, Jianjia Zhang, Qiang Lu, Yang Wang,and Zhiyong Wang

Deep Matrix Factorization on Graphs: Applicationto Collaborative Filtering . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 754

Aanchal Mongia, Vidit Jain, and Angshul Majumdar

Improving Social Recommendations with Item Relationships . . . . . . . . . . . . 763Haifeng Liu, Hongfei Lin, Bo Xu, Liang Yang, Yuan Lin, Yonghe Chu,Wenqi Fan, and Nan Zhao

MCRN: A New Content-Based Music Classificationand Recommendation Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 771

Yuxu Mao, Guoqiang Zhong, Haizhen Wang, and Kaizhu Huang

Order-Aware Embedding Non-sampling Factorization Machinesfor Context-Aware Recommendation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 780

Qingzhi Hou, Yifeng Chen, Mei Yu, Ruiguo Yu, Jian Yu, Mankun Zhao,Tianyi Xu, and Xuewei Li

The 13th International Workshop on Artificial Intelligenceand Cybersecurity

A Deep Learning Model for Early Prediction of Sepsis from Intensive CareUnit Records . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 791

Rui Zhao, Tao Wan, Deyu Li, Zhengbo Zhang, and Zengchang Qin

AdversarialQR Revisited: Improving the Adversarial Efficacy. . . . . . . . . . . . 799Aran Chindaudom, Pongpeera Sukasem, Poomdharm Benjasirimonkol,Karin Sumonkayothin, Prarinya Siritanawan, and Kazunori Kotani

Hybrid Loss for Improving Classification Performancewith Unbalanced Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 807

Thanawat Lodkaew and Kitsuchart Pasupa

xxviii Contents – Part IV

Multi-scale Attention Consistency for Multi-label Image Classification . . . . . 815Haotian Xu, Xiaobo Jin, Qiufeng Wang, and Kaizhu Huang

Quantile Regression Hindsight Experience Replay. . . . . . . . . . . . . . . . . . . . 824Qiwei He, Liansheng Zhuang, Wei Zhang, and Houqiang Li

Sustainable Patterns of Pigeon Flights Over Different Types of Terrain . . . . . 832Margarita Zaleshina and Alexander Zaleshin

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 841

Contents – Part IV xxix

PrefaceOrganizationContents – Part IV