Third international conference on Big Data and Machine Learning provided a high-profile platform to converge the latest discoveries in Big Data and Machine Learning around the world. Due to the Covid-19 pandemic, the organizing committee has made the difficult decision to reschedule the conference to a virtual event during November 13-15, 2020.
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Conference General Chair Prof. Tianrui Li, Southwest Jiaotong University, China |
Conference Local Chair Prof. Yan Yang, Southwest Jiaotong University, China |
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Keynote Speaker I Prof. Yao Liang, Indiana
University-Purdue University Indianapolis, USA |
Keynote Speaker II Prof. Changsheng Xu,
Chinese Academy of Sciences, China |
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Keynote Speaker III Prof. Andrew Sung, The University of Southern Mississippi, USA
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Keynote Speaker III Prof. Rajkumar Buyya, The University of Melbourne, Australia IEEE Fellow, Director, Cloud Computing and Distributed Systems (CLOUDS) Laboratory
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| Parallel sessions | Parallel sessions |
Session 1: Image Processing Technology
and Application
Zhiwei Feng
Zhengzhou University & PLA Strategy Support Force
Information Engineering University, China
LE2020: Multi-dimensional Spatial Attention Residual
U-net (MSARU-net) for Low-dose Lung CT Image Restoration
Session 2: Target Detection and
Pattern Recognition
Kazuya Ueki
Meisei University, Japan
LE2006:
Automatic Evaluation of Difficult-to-Recognize Characters
for Efficient Transcription of Japanese Cursive Characters
Session 3: Machine Learning and
Intelligent Computing
Oliver Alvarado Rodriguez
William Paterson University of New Jersey, USA
L3014: A Study of Machine Learning Inference Benchmarks
Prof. Rajkumar Buyya
Director, Cloud Computing and Distributed Systems (CLOUDS) Laboratory
The University of Melbourne, Australia
Speech Title: Neoteric Frontiers in Cloud and Edge Computing (View
the speech abstract)
Dr. Rajkumar Buyya is a Redmond Barry Distinguished Professor and
Director of the Cloud Computing and Distributed Systems (CLOUDS)
Laboratory at the University of Melbourne, Australia. He is also serving
as the founding CEO of Manjrasoft, a spin-off company of the University,
commercializing its innovations in Cloud Computing. He served as a
Future Fellow of the Australian Research Council during 2012-2016. He
has authored over 625 publications and seven text books including
"Mastering Cloud Computing" published by McGraw Hill, China Machine
Press, and Morgan Kaufmann for Indian, Chinese and international markets
respectively. He also edited several books including "Cloud Computing:
Principles and Paradigms" (Wiley Press, USA, Feb 2011). He is one of the
highly cited authors in computer science and software engineering
worldwide (h-index=118, g-index=255, 72,200+ citations). Microsoft
Academic Search Index ranked Dr. Buyya as #1 author in the world
(2005-2016) for both field rating and citations evaluations in the area
of Distributed and Parallel Computing. "A Scientometric Analysis of
Cloud Computing Literature" by German scientists ranked Dr. Buyya as the
World's Top-Cited (#1) Author and the World's Most-Productive (#1)
Author in Cloud Computing. Dr. Buyya is recognized as a "2016 Web of
Science Highly Cited Researcher" by Thomson Reuters, a Fellow of IEEE,
and Scopus Researcher of the Year 2017 with Excellence in Innovative
Research Award by Elsevier for his outstanding contributions to Cloud
computing.
Software technologies for Grid and Cloud computing developed under Dr.
Buyya's leadership have gained rapid acceptance and are in use at
several academic institutions and commercial enterprises in 40 countries
around the world. Dr. Buyya has led the establishment and development of
key community activities,
including serving as foundation Chair of the IEEE Technical Committee on
Scalable Computing and five IEEE/ACM conferences. These contributions
and international research leadership of Dr. Buyya are recognized
through the award of "2009 IEEE Medal for Excellence in Scalable
Computing" from the IEEE Computer Society TCSC. Manjrasoft's Aneka Cloud
technology developed under his leadership has received "2010 Frost &
Sullivan New Product Innovation Award". Recently, Dr. Buyya
received "Mahatma Gandhi Award" along with Gold Medals for his
outstanding and extraordinary achievements in Information Technology
field and services rendered to promote greater friendship and
India-International cooperation. He served as the founding
Editor-in-Chief of the IEEE Transactions on Cloud Computing. He is
currently serving as Co-Editor-in-Chief of Journal of Software: Practice
and Experience, which was established over 45 years ago. For further
information on Dr.Buyya, please visit his cyberhome:
www.buyya.com.
Prof. Changsheng Xu,
Chinese Academy of Sciences, China
ACM Distinguished Scientist, IEEE Fellow, and IAPR Fellow
Speech Title: Connecting Isolated Social Multimedia Big Data (View the speech abstract)
Changsheng Xu is a distinguished professor of Institute of Automation,
Chinese Academy of Sciences. His research interests include multimedia content
analysis/indexing/retrieval, pattern recognition and computer vision. He has
hold 50 granted/pending patents and published over 400 refereed research papers
including 100+ IEEE/ACM Trans. papers in these areas.
Prof. Xu is Editor-in-Chief of Multimedia Systems. He serves/served Associate
Editor of IEEE Trans. on Multimedia and ACM Trans. on Multimedia Computing,
Communications and Applications. He received the Best Paper Awards of ACM
Multimedia 2016 and 2016 ACM Trans. on Multimedia Computing, Communications and
Applications. He served as Program Chair of ACM Multimedia 2009. He has served
as associate editor, guest editor, general chair, program chair, area/track
chair, special session organizer, session chair and TPC member for over 20 IEEE
and ACM prestigious multimedia journals, conferences and workshops. He is an ACM
Distinguished Scientist, IEEE Fellow, and IAPR Fellow.
Prof. Yao Liang
Indiana University-Purdue University Indianapolis, USA
Speech Title: Multiresolution Learning Paradigm of Neural Networks: A 20-Year’s
Perspective (View
the speech abstract)
Prof. Yao Liang is currently a Professor in the Department of
Computer and Information Science, Purdue University School of Science,
Indiana University Purdue University, Indianapolis (IUPUI), USA. His
research interests include wireless sensor networks, Internet of Things,
cyberinfrastructure, multimedia networking, adaptive network control and
management, machine learning, neural networks, data management and
integration, data engineering, and distributed systems. His research
projects have been funded by NSF. Prior to joining IUPUI, he was on the
faculty of Department of Electrical and Computer Engineering at Virginia
Tech, USA. He also had extensive industrial R&D experiences as a
Technical Staff Member in Alcatel USA. Dr. Liang has published numerous
papers on various prestigious journals and international conferences,
and received two US patents. He has received the 2019 Glenn W. Irwin,
Jr., M.D., Research Scholar Award, IUPUI. He has served regularly on
Program Committees for various major international conferences, and
served as a reviewer for numerous prestigious journals. He was a General
Co-Chair of The 2019 International Conference on Big Data Engineering
(BDE 2019) held in Hong Kong, June 11-13, 2019. Dr. Liang has given
invited talks and lectures at various universities in US, Europe and
China. He is a Senior Member of IEEE, and a Member of ACM.
Prof. Andrew Sung
The University of Southern Mississippi, USA
Speech Title: Multimedia Forensics for Manipulated Image, Audio, and
Video (View
the speech abstract)
Andrew H. Sung received B.S. degree in Electrical Engineering
from National Taiwan University, M.S. degree in Mathematical Sciences
from University of Texas at Dallas, and Ph.D. degree in Computer Science
from State University of New York at Stony Brook. He has been a faculty
of Computer Science, Computer Engineering, Information Technology, and
Management in three public research universities in the U.S. for over 30
years. He has supervised more than a dozen Ph.D. students and has served
as the PI or co-PI of dozens of grants and contracts funded by
government agencies and industry, with total funding of more than ten
million USD. Since 2014, he has been the Director and Professor of the
School of Computing Sciences and Computer Engineering at the University
of Southern Mississippi.
Dr. Sung has over 250 publications and his current research interest
includes computational intelligence, big data analytics and mining,
cybersecurity, multimedia forensics, and blockchain. He has delivered
keynote, plenary, and invited lectures in several international
conferences and workshops in the U.S., Europe, South America, and India.
