Table Of ContentGuojun Gan
Bohan Li
Xue Li
Shuliang Wang (Eds.)
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3 Advanced Data Mining
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A and Applications
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14th International Conference, ADMA 2018
Nanjing, China, November 16–18, 2018
Proceedings
123
fi
Lecture Notes in Arti cial Intelligence 11323
Subseries of Lecture Notes in Computer Science
LNAI Series Editors
Randy Goebel
University of Alberta, Edmonton, Canada
Yuzuru Tanaka
Hokkaido University, Sapporo, Japan
Wolfgang Wahlster
DFKI and Saarland University, Saarbrücken, Germany
LNAI Founding Series Editor
Joerg Siekmann
DFKI and Saarland University, Saarbrücken, Germany
More information about this series at http://www.springer.com/series/1244
Guojun Gan Bohan Li
(cid:129)
Xue Li Shuliang Wang (Eds.)
(cid:129)
Advanced Data Mining
and Applications
14th International Conference, ADMA 2018
–
Nanjing, China, November 16 18, 2018
Proceedings
123
Editors
GuojunGan Xue Li
University of Connecticut TheUniversity of Queensland
Storrs,CT, USA Brisbane, QLD,Australia
Bohan Li ShuliangWang
NanjingUniversity ofAeronautics Beijing Institute of Technology
andAstronautics Beijing,China
Nanjing, China
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Artificial Intelligence
ISBN 978-3-030-05089-4 ISBN978-3-030-05090-0 (eBook)
https://doi.org/10.1007/978-3-030-05090-0
LibraryofCongressControlNumber:2018962542
LNCSSublibrary:SL7–ArtificialIntelligence
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Preface
The 14th International Conference on Advanced Data Mining and Applications
(ADMA)washeldinNanjing,oneofthemostancientcitiesinChina.Overtheyears,
ADMA has grown to become a flagship conference in the field of data mining and
applications. One of the major goals of ADMA is to bring together data mining
researchers from around the world to share their original data mining findings and
practicaldataminingexperiences.Intheearofbigdataandartificialintelligence(AI),
data mining is becoming an important option for developing data-driven applications.
For ADMA 2018, we received 104 papers from 30 different countries including
American, European, Middle-East, and Pacific-Asian countries. Each paper was
assigned to at least three Program Committee members to review. All papers were
rigorouslyreviewedandhadatleastthreereviews.Attheend,23paperswereaccepted
as spotlight research papers with long presentation and 22 were accepted as regular
research papers with short presentation. The conference programof ADMA 2018 was
also complemented by several outstanding keynotes and tutorials given by
world-renowned experts Xuemin Lin, Ekram Hossain, Guoren Wang, Yang Yu,
JieTangaswellasaninvitedindustrykeynotetalksession,deliveredbyseveralinvited
industry speakers. We would like to particularly thank those speakers for contributing
their insights and visions of the future of data mining technology in this dynamic
researchfield,wheremanypuzzlingtermsareemerging,suchasblockchain,strongAI,
and common-sense mining on networks of multi-modality data.
We greatly appreciate the Program Committee members’ tremendous efforts to
complete the review reports before the deadline. We would like to thank the external
reviewers for their time and comprehensive reviews and recommendations. Their
professional work was crucial to the final paper selection and production of the
high-quality technical program for ADMA 2018.
This high-quality program would not have been possible without the expertise and
dedication of our Program Committee members. We would like to express our grati-
tude to all individuals, institutions, and sponsors that supported ADMA 2018. We are
grateful to all the chairs who are actively involved in the organization of this confer-
enceincludingattractingsubmissions,compilingallacceptedpapers,andworkingwith
the Springer team to produce the proceedings, managing the website. Our special
thanks to the publicity chair, Guojun Gan, for editing, the local organization chair,
Bohan Li, for the local arrangements ensuring the conference ran smoothly, and the
registrationchair,DonghaiGuan,for handling theregistrationprocess.Wewouldlike
to express our sincere thanks to Weitong (Tony) Chen for helping with paper sub-
mission process and the smooth running of the conference program based on his rich
experiences. We would also like to thank Michael Sheng, Aixin Sun, Gao Cong, and
Wei Luo for their contribution to the conference. Furthermore, we would like to
acknowledge the support of the members of the conference Steering Committee.
VI Preface
Finally, we would like to thank all researchers, practitioners, and volunteer students
who contributed with their work and participated in the conference.
With the new challenges in data mining research, we hope the participants in the
conference and the readers of the proceedings will enjoy the research outcome of
ADMA 2018.
October 2018 Xue Li
Joao Gama
Bing Chen
Songcan Chen
Shuliang Wang
Xingquan (Hill) Zhu
Organization
Main Organizing Committee
Honorary Chair
Zhiqiu Huang Nanjing University of Aeronautics and Astronautics, China
General Chairs
Xue Li University of Queensland, Australia
Joao Gama University of Porto, Portugal
Acting Chair
Bing Chen Nanjing University of Aeronautics and Astronautics, China
Program Chairs
Songcan Chen Nanjing University of Aeronautics and Astronautics, China
Shuliang Wang Beijing Institute of Technology, China
Xingquan (Hill) Zhu Florida Atlantic University, USA
Demo Chairs
Zhifeng Bao RMIT, Australia
Jianqiu Xu Nanjing University of Aeronautics and Astronautics, China
Proceedings Chair
Yunlong Zhao Nanjing University of Aeronautics and Astronautics, China
Awards Committee Chair
Aixin Sun Nanyang Technological University, Singapore
Publicity Chair
Guojun Gan University of Connecticut, USA
Data Mining Competition Chair/Pacific Chair
Luo Wei Deakin University, Australia
Special Issue Chair
Daoqiang Zhang Nanjing University of Aeronautics and Astronautics, China
VIII Organization
Sponsorship Chairs
Donghai Guan Nanjing University of Aeronautics and Astronautics, China
Xiangping Zhai Nanjing University of Aeronautics and Astronautics, China
Local Chair
Bohan Li Nanjing University of Aeronautics and Astronautics, China
Web Chair
Xin Li Nanjing University of Aeronautics and Astronautics, China
Program Committee
Bin Guo Northwestern Polytechnical University, USA
Bin Yao Shanghai Jiao Tong University, China
Bin Zhao Nanjing Normal University, China
Bin Zhou National University of Defense Technology, China
Chandra Prasetyo University of Queensland, Australia
Utomo
Changdong Wang Sun Yat-Sen University, China
Chuan Shi Beijing University of Posts and Telecommunications, China
Dechang Pi Nanjing University of Aeronautics and Astronautics, China
Guandong Xu University of Technology Sydney, Australia
Hongxu Chen University of Queensland, Australia
Hongzhi Wang Harbin Institute of Technology, China
Hongzhi Yin University of Queensland, Australia
Jianxin Li University of Western Australia
Jingfeng Guo Yanshan University, China
Lina Yao University of New South Wales, Australia
Luyao Liu University of Queensland, Australia
Meng Wang Xi’an Jiaotong University, China
Michael Sheng Macquarie University, Australia
Min Yao Zhejiang University, China
Moscato Pablo University of Newcastle, Australia
Nguyen Hung Griffith University, Australia
Peiquan Jin University of Science and Technology of China
Qilong Han Harbin Engineering University, China
Rui Mao Shenzhen University, China
Sen Wang Griffith University, Australia
Shuai Ma BeiHang University, China
Tong Chen University of Queensland, Australia
Unankard Sayan Maejo University, Thailand
Wei Zhang Macquarie University, Australia
Weitong Chen University of Queensland, Australia
Wenjie Ruan University of Oxford, UK
Xiaolin Qin Nanjing University of Aeronautics and Astronautics, China
Organization IX
Xiaoyang Tan Nanjing University of Aeronautics and Astronautics, China
Xin Wang Tianjin University, China
Xin Zhao University of Queensland, Australia
Xiu Fang Macquarie University, Australia
Yan Jia National University of Defense Technology, China
Yanhui Gu Nanjing Normal University, China
Yongxin Tong BeiHang University, China
Yue Lin Northeast Normal University, China
Yunjun Gao Zhejiang University, China
Yuwei Peng Wuhan University, China
Zongmin Ma Nanjing University of Aeronautics and Astronautics, China
Steering Committee
Jie Cao Nanjing University of Finance and Economics, China
Xue Li (Chair) University of Queensland, Australia
Shuliang Wang Beijing Institute of Technology, China
Michael Sheng University of Adelaide, Australia
Jie Tang Tsinghua University, China
Kyu-Young Whang Advanced Institute of Science and Technology, South Korea
Min Yao Zhejiang University, China
Osmar Zaiane University of Alberta, Canada
Chengqi Zhang University of Technology Sydney, Australia
Shichao Zhang Guangxi Normal University, China
