IEEE ICBDA 2022
IEEE ICBDA2022
2022 the 7th International Conference on Big Data Analytics (ICBDA) was held online successfully during March 4-6, 2022 for continuing impact of COVID 19. ICBDA 2022 is co-sponsored by Research Institute of Big Data Analytics, Xi'an Jiaotong-Liverpool University, China and IEEE Guangzhou Section.
ICBDA做为大数据分析会议的旗舰会议，鉴于目前的疫情防控政策，最终会议还是以网络新媒体形式召开。会议吸引了120多位学者参会。
On March 5, Prof. Hayato YAMANA host the morning session, then Prof. Sheng-Uei Guan made an opening remarks as Conference Chair.
会议于3月5日上午在线上开幕。会议伊始，大会主席，西交利物浦大学关盛威教授致开幕辞，代表大会组委会成员对学者们的出席表示热烈欢迎，对委员会成员的辛勤工作表示感谢，相信各位专家的精彩报告与讨论将大数据领域的前沿研究，加强领域了解、促进合作。
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On keynote and invited speeches session, Prof. Bhavani Thuraisingham (Fellow of ACM, IEEE) from The University of Texas at Dallas, USA; Prof. Yuedong Yang from Sun Yat-sen University, China; Prof. Changxu (Sean) Wu from Tsinghua University, China; Prof. Hongmin Cai from South China University of Technology, China; Prof. Hongyan Li from Peking University, China; Prof. Hongzhi Wang from Harbin Institute of Technology, China; Prof. Chao Ma from Chengdu University of Technology, China and Assoc. Prof. Peiquan Jin, University of Science and Technology of China, China etc delivered excellent speeches.
在3月5-6日举行的大会报告和受邀报告环节有来自国内外8位专家教授就大数据分析的现状及发展做了精彩的主题报告。他们分别是 Bhavani Thuraisingham教授,IEEE/ACM Fellow,美国德克萨斯州大学达拉斯分校; 杨跃东教授, 中山大学; 吴昌旭教授,清华大学; 蔡宏民教授, 华南理工大学; 李红燕教授, 北京大学；王宏志教授， 哈尔滨工业大学；马超教授，成都理工大学 以及 金培权副教授，中国科学技术大学。
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Moreover the conference was composed of 12 technical oral sessions and 4 Best Student Papers Competition Sessions, topics covered, for example, Soft Computing and Algorithms, Big Data Science and Key Technologies, System Model Design and Calculation, Image Features and Recognition, Object Detection and Computer Vision and so on. Each parallel session went through smoothly and a “Best Presentation” award was issued at the end of sub-conference.
ICBDA 2022 吸引了120多位专家学者以及公司代表参与会议讨论，本次会议设置了12个分会场以及4个最佳学生文章竞选。在为期两天的会议中大家围绕软计算与算法、大数据科学与关键技术、系统模型设计与计算、图像特征和识别、目标检测和计算机视觉等主题进行了论述，并分享了各自领域的最新研究和经验。
3月6日下午，ICBDA 2022 闭幕，闭幕式上还进行了颁奖环节，优秀学生论文奖依次揭晓，获奖人均获得证书的嘉奖。至此ICBDA 2022圆满成功并正式落下帷幕。
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| BAI22-254
Ting Zhang | Tsinghua University, China for the paper co-authored with Xinglu Liu, Jiguang Wang entitled A Novel Mixed Integer Programming Formulation for Data Perturbation |
BAI22-276
Mengqi Yan | Peking University, China for the paper co-authored with Wenyuan Yang, Boyu Sun and Yuesheng Zhu entitled Heterogeneous Graph Attention Networks with Bi-directional Information Propagation for Rumor Detection |
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| BAI22-246 Lan Ding | University of Science and Technology of China, China for the paper co-authored with Qinkai Wang, and Ye Tian entitled Exploiting Danmu Interactions for Optimizing Crowdsourced Livecast Services |
BAI22-249 Ying Sun | Chinese Academy of Sciences, China for the paper co-authored with Qingchao Kong, Wenji Mao, Shaoqiang Tang entitled Multi-level News Recommendation via Modeling Candidate Interactions |
Excellent Oral Presentation Winners
- Session 1 - (BAI22-225) Loss Function Entropy Regularization for Diverse Decision Boundaries
Chong Sue Sin, Tsinghua University, China - Session 2 - (BAI22-236) Research on Data Fusion of Intelligent Manufacturing Driven by Big Data
Tuo Zhang, Beijing University of Chemical Technology, China - Session 3 - (BAI22-215) A Lossless Compression Method for CDR Trajectory Data
Junjun Si, Peking University, China - Session 4 - (BAI22-273) AChEI-EL: Prediction of Acetylcholinesterase Inhibitors Based on Ensemble Learning Model
Zhao Wang, University of Science and Technology of China, China - Session 5 - (BAI22-526) Dynamic Time Series Data Reduction for NILM Appliance Identification
Saad Tariq, Swinburne University of Technology, Malaysia - Session 6 - (BAI22-512) Object Tracking Algorithm for Siamese Network Combined with Channel Attention Mechanism
Xuehui Li, National Innovation Institute of Defense Technology, China - Session 7 - (BAI22-537) Controllable Person Image Synthesis GAN and Its Reconfigurable Energy-efficient Hardware Implementation
Shaoyue Lin, Beijing Institute of Technology, China - Session 8 - (BAI22-224) An End-to-end Entity and Relation Joint Extraction Model for Cyber Threat Intelligence
Junjia Zuo, Key Laboratory of Trustworthy Distributed Computing and Service(BUPT), Ministry of Education, China - Session 9 - (BAI22-241) Hierarchical Multi-label Text Classification based on a Matrix Factorization and Recursive-Attention Approach
Zhiwei Yan, AsiaInfo Technologies (China) Co., Ltd., China - Session 10 - (BAI22-265) Healthcare Simulation Data Generation Program
Song Yu, Hitachi China Research Laboratory, China - Session 11 - (BAI22-540) Neural Sign Language Translation with SF-Transformer
Qifang Yin, University of Science and Technology of China - Session 12 - (BAI22-255-A) Personal Carbon Trading and New Energy Vehicles Choice Model Based on Urban Carbon Emission Data
Qian Chuangjie, Nanjing University, China