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ORCID9th Big Data 2021: Guangzhou, China
- Xiangke Liao, Wei Zhao, Enhong Chen, Nong Xiao, Li Wang, Yang Gao, Yinghuan Shi, Changdong Wang
, Dan Huang:
Big Data - 9th CCF Conference, BigData 2021, Guangzhou, China, January 8-10, 2022, Revised Selected Papers. Communications in Computer and Information Science 1496, Springer 2022, ISBN 978-981-16-9708-1
Big Data Analysis and Applications
- Mingyou Liu, Yingxue Zhu, Li Li:
In-Depth Integration and Exploration Practice of "Rain Classroom" in the Teaching of Big Data Courses for Medical Colleges and Universities. 3-17 - Jun Xu, Junfeng Peng:
Research on Hadoop Task Scheduling Problem Based on Hybrid Whale Optimization-Genetic Algorithm. 18-24 - Xiaotian Lin, Nankai Lin, Lixian Xiao, Shengyi Jiang, Xinying Qiu:
Towards Indonesian Phrase Extraction: Framework and Corpus. 25-37 - Bo Zhang, Yunxiang Yang, Jing Guo, Chenshen Liu, Junjie Liu, Siyuan Chen, Xiaobin Ning:
A Review of Data Fusion Techniques for Government Big Data. 38-55 - Xueyan Li, Chuitian Rong, Zhengyi Chai, Huabo Sun:
Data Exploration and Mining on Traditional Chinese Medicine. 56-70 - Lixin Liang, Heng Zhao, Yongan Shen:
Comparative Analysis of Hadoop MapReduce and Spark Based on People's Livelihood Appeal Data. 71-91
Big Data and Deep Learning
- Zhenhou Hong, Jianzong Wang, Xiaoyang Qu, Chendong Zhao, Jie Liu, Jing Xiao:
Neural Architecture Search as Self-assessor in Semi-supervised Learning. 95-107 - Mengisti Berihu, Juan Fang, Shuaibing Lu:
Automatic Classification of Medicinal Plants of Leaf Images Based on Convolutional Neural Network. 108-116 - Lianye Liu, Jinping Liu, Juanjuan Wu, Jiaming Zhou, Meiling Cai:
Novelty Detection-Based Automated Anomaly Identification via Optimized Deep Generative Model. 117-134 - Qi Xue, Bo Gao, Jing Wen, Yan Zhu, Xiangfu Meng:
A Deep Learning-Based Herb Pair Discovering Approach. 135-149 - Junfeng Zhao, Shiqun Yin, Wenqiang Xu:
Attention-Based Iterated Dilated Convolutional Neural Networks for Joint Intent Classification and Slot Filling. 150-162
Big Data Intelligent Algorithms
- Jiawu Dai, Bin Jiang, Chao Yang, Lin Sun, Bolin Zhang:
Local Pyramid Attention and Spatial Semantic Modulation for Automatic Image Colorization. 165-181 - Fangyang Liu, Yalin Wang, Kai Wang:
Quality-Sensitive Feature Extraction for End Product Quality Prediction in Injection Molding Processes. 182-193 - Zhuang Zhuang, Lu Wang, Zhenliang Hao, Heng Qi, Yanming Shen, Baocai Yin:
Traffic Knowledge Graph Based Trajectory Destination Prediction. 194-215 - Boshen Shi, Yongqing Wang, Huawei Shen, Xueqi Cheng:
Aligning Networks by Maximizing Topological Consistency Between Neighborhoods. 216-232 - Zhenyu Yan, Qinliang Su:
OVAE: Out-of-Distribution Detection with Multi-label-enhanced Variational Autoencoders. 233-247
Big Data Privacy and Security
- Lili Jiang, Lifeng Sun, Kai Hwang:
Anomalous Crowd Detection with Mobile Sensing and Suspicious Scoring. 251-266 - Yong Li, Zhongying Zhang, Jingpeng Wu, Qiang Zhang:
Research on User Identity Authentication Based on Online Behavior Similarity. 267-280
Image and Natural Language Big Data
- Ziwei Chen, Yiye Wang, Wankou Yang:
Video Based Fall Detection Using Human Poses. 283-296 - Zhenxiao Luo, Xinglong Wang, Yuxiao Zhang, Zelong Wang, Miao Hu, Di Wu:
Characterizing the Performance of Deep Learning Inference for Edge Video Analytics. 297-309 - Junxian Wu, Xiaojun Chen, Shaotian Cai, Yongqi Li, Huzi Wu:
Deep Structured Clustering of Short Text. 310-323
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