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ICBDC 2019: Guangzhou, China
- Proceedings of the 4th International Conference on Big Data and Computing, ICBDC 2019, Guangzhou, China, May 10-12, 2019. ACM 2019, ISBN 978-1-4503-6278-8
Big Data Analysis
- Liang Dong, AnKang Chu, Fengkui Liu:
DDQO: An Algorithm for Distributed Database Query Optimization. 1-5 - Xiaohan Huang, Chunlin Li, Youlong Luo:
Optimized Speculative Execution Strategy for Different Workload Levels in Heterogeneous Spark Cluster. 6-10 - Wei-Yu Chen, Peggy Joy Lu
, Steven Shiau:
IPGOD: An Integrated Visualization Platform Based on Big Data Mining and Cloud Computing. 11-16 - Xueqian Gong, Chunlin Li, Youlong Luo:
Intermediate Data Placement Strategy for Different Data Skew Levels Based on Random Sampling in Spark. 17-23 - Nong Ye, Ting Yan Fok:
Learning Partial-Value Variable Associations. 24-28 - Lingling Shi, Dongzhi He:
Multi-join Query in Database Based on Genetic and Ant Colony Algorithm Optimization. 29-33 - Hendrik Graupner
Secure Deduplication on Public Cloud Storage. 34-41 - Han-Teng Liao
Developing a Minimum Viable Product for Big Data and AI Education: Action Research Based on a Two-Year Reform of an Undergraduate Program of Internet and New Media. 42-47 - Fengcun Li, Bo Hu:
DeepJS: Job Scheduling Based on Deep Reinforcement Learning in Cloud Data Center. 48-53 - Zigui Jiang, Rongheng Lin, Fangchun Yang:
Incremental Electricity Consumer Behavior Learning Using Smart Meter Data. 54-59 - Swee Shu Luing Nikalus, Sim Ee Kee, Guan Hin Chau, Pei Ling Ooi:
Data Analytics for Engagement In Stem Education. 60-63 - Zilong Ye:
Green Optical Networking for Big Data Transfer. 64-67 - Fan Zhang:
Prediction and Evaluation of Urban Eco-sports Tourism Behavior Using Data Mining Technology. 68-71 - Sun Zhi-peng, Chen Gui-ming, Zhang Hui:
Evaluation of Large-scale Complex Systems Effectiveness Based on Big Data. 72-76
Cloud Computing
- Jianjiang Jin, Long Chen:
Identity Credibility Evaluation Method Based on User Behavior Analysis in Cloud Environment. 77-82 - Feifei Chen, Xiaofeng Zhou, Chao Shi:
The Container Scheduling Method Based on the Min-Min in Edge Computing. 83-90 - Guilin Tian, Changyun Liu, Haobo Jiang:
Scheduling Strategy of Space-based Satellite Based on Fireworks Algorithm under Cloud Computing. 91-96 - Lele Li, Zhibin Yu:
SMHC: A Synthetic Metric for Heterogeneous Resources in Cloud Computing. 97-101 - Ting Xing, Kang Lu, Mengyu Li, Xushan Chen:
Service Structure Mechanism Based on Edge Computing in Emergency Disaster Recovery Scenario. 102-106 - Xi Chen, Hongli Xu, Liusheng Huang:
Online Scheduling Strategy to Minimize Penalty of Tardiness for Real-Time Tasks in Mobile Edge Computing Systems. 107-114 - Pingrong Lin, Zheyuan Lin, Xiaoquan Shi:
Research on Optimization of Course Selection System Based on Micro service and Dynamic Resource Extension. 115-119
Pattern Recognition and Classification
- Yong Li, Jibo Wu:
On the Performance of the r-k Class Estimator in Partial Linear Model. 120-124 - Le Yang, Manchun Cai, Yongcheng Duan, Xue Yang:
Intrusion Detection Based on Approximate Information Entropy for Random Forest Classification. 125-129 - Zhenyu Wu, Guangda Chen, Jingjing Yao:
The Stock Classification Based on Entropy Weight Method and Improved Fuzzy C-means Algorithm. 130-134 - Yi-Chuan Chiu, Hsing-Hung Lin
A Model Selection Method for Machine Learning by Differential Evolution. 135-139 - Yuan Wang, Liming Wang:
Bot-like Behavior Detection in Online Banking. 140-144 - Haolin Chen, Jihong Yang, Gang Xu, Guofei Gao, Quan Yuan, Zhouxin Li, Ziqi Wang, Yanfei Li, Hui Liu
Application of ELM in Key Impact Factors Identification of Rail Transit System Cost. 145-150 - Degang Sun, Yulan Hu, Zhixin Shi, Guokun Xu, Wei Zhou:
An Efficient Anomaly Detection Framework for Electromagnetic Streaming Data. 151-155 - Kunming Li, Yijun Gu, Peijing Zhang, An Wang, Wenzheng Li:
Research on KNN Algorithm in Malicious PDF Files Classification under Adversarial Environment. 156-159 - Haiyan Yang, Yanrong Deng, Hua-An Zhao:
A Comparison of MFCC and LPCC with Deep Learning for Speaker Recognition. 160-164 - Ruide Li, Guohua Gao, Yingjie Liang, Xin Zhang, Yongqiang Liao:
An AR Based Edge Maintenance Architecture and Maintenance Knowledge Push Algorithm for Communication Networks. 165-168 - Ping Sun
Research on Collaborative Filtering Recommendation Algorithm Based on Sentiment Analysis and Topic Model. 169-178 - Xiujin Shi, Tian Zhang, Wenbin Dong, Zhixiang Deng:
An Embedded Model XG-FwFMs for Click-Through Rate. 179-184 - Doudou Dong, Rui He, Guixi Xiong:
Foreign Commodity Sales Forecast Based on Model Fusion. 185-188 - Rui Liang, Danxuan Liu:
A Geo-weighted Grey Theory Model on the Opioid Crisis. 189-193
Data Mining
- Yongcheng Duan, Xin Li, Xue Yang, Le Yang:
Network Security Situation Factor Extraction Based on Random Forest of Information Gain. 194-197 - Rindang Widuri, Bambang Leo Handoko
Adoption of Information Technology in Public Accounting Firm. 198-202 - Muhammad Azhar Mushtaq, Abid Sultan, Asad Razzaq, Ehsaan-ur-Rehman, Muhammad Inaam-ur-Rehman:
New Cryptographic Algorithm Based on CFA. 203-208 - Aiting Xu, Pingting Ying, Fangyan Wang:
Research on the Consumer Reviews of JD Bookstore Based on Text Mining Technology. 209-214 - Stella D. Muyco, Alexander A. Hernandez:
A Modified Hash Based Least Significant Bits Algorithm for Steganography. 215-220 - Aiting Xu, Fangyan Wang, Pingting Ying:
Xiaomi Brand Appraisal Research Based on Zhihu by Text Mining Technology. 221-225 - Shiming Sun, Yuanhe Tang, Fu Zhou:
An Index with Caching Mechanism for Real-time Processing System. 226-230 - Haryadi Sarjono, Celinsky Brenda Sasmita, Bambang Leo Handoko
Factors Influencing Purchase Intention in the Smartphone Selection Context in Millennials Generation. 231-236 - Yanyan Wang, Ruixue Zhang, Fulian Yin:
Research on Online Publicity Effect Evaluation of Significant Subject. 237-241 - Muhammad Azhar Mushtaq, Abid Sultan, Muhammad Afrasayab, Taimoor Zubair, Abid-bin-Shakir:
New Cryptographic Algorithm Using ASCII Values and Gray Code (AGC). 242-246 - Yu Liang, Xuliang Duan, Yuanjun Ding, Xifeng Kou, Jingcheng Huang:
Data Mining of Students' Course Selection Based on Currency Rules and Decision Tree. 247-252
Optimization Model and Applications
- Hanlin Zhang, Ningjiang Chen, Yusi Tang, Birui Liang:
Multi-level Container Checkpoint Performance Optimization Strategy in SDDC. 253-259 - Detian Li, Tao Gu, Qun Liao, Yulu Yang:
Optimization of Computing Time for Sequential MapReduce Jobs. 260-264 - Wei-xing Xia, Yu-hao Shan:
Improved Three-point Correction Model for Inertial Navigation System Based on Measurement Error and Dynamic Detuning Angle. 265-270 - Bambang Leo Handoko
Technology Acceptance Model on Micro Business Owner in Grogol Petamburan District. 271-276 - Shangwei Zhou, Qingsong Yu, Jun Sun:
Margin-based Sampling in Deep Metric Learning. 277-280 - Zhongming Wu, Kai Wang, Zhangjin Zhou:
Accelerated Proximal Gradient Method with Line Search for Large-Scale Nonconvex Penalty Problems. 281-286 - Hengxin Yin, Senhua Lai, Gang Xu, Quan Yuan, Guofei Gao, Zhu Duan, Chao Chen, Yanfei Li, Hui Liu
Sensitivity Analysis of Cost Elements in Rail Transit System Using EO-FNN. 287-292 - Yang Li:
Revelation of a High-order Arithmetic Sequence with the Same First Term and Common Difference. 293-298 - Fan Zhang:
Research of Motor Skills Performance Evaluation Decision Support System Based on Data Mining Algorithm. 299-303
Computer Applications
- Parvez Ahmad
3D Dense Dilated Hierarchical Architecture for Brain Tumor Segmentation. 304-307 - Lingfeng Lin, Dengji Gao, Zhibin Yu:
SLFAG: Scan Line Fill Algorithm for PCB Image Rasterization Based on GPGPU. 308-312 - Sujatha K
High Dynamic Range Imaging with Multiexposure Image fusion: A Variational Frame work. 313-321 - Lei Yu, Han Qiu, Junhuai Li, Yong Chang:
Design of Asynchronous Non-block Server for Agricultural IOT. 322-327 - Minyu Xu, Jun Shen:
Cognitive Ability Evaluation Model for Network Teaching. 328-332 - Zhu Duan, Hui Liu
Hybrid Position Forecasting Method for Mobile Robot Transportation in Smart Indoor Environment. 333-338 - Huifeng Sun, Xushan Chen, Zhen Xia, Mengyu Li:
A Node Backup Algorithm for Fault Cascade Degradation in Virtualization Power Communication Network. 339-343
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