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HPCCT/BDAI 2019: Guangzhou, China
- Proceedings of the 2019 3rd High Performance Computing and Cluster Technologies Conference (HPCCT 2019) and of the 2nd International Conference on Big Data and Artificial Intelligence (BDAI 2019), Guangzhou, China, June 22 - 24, 2019. ACM 2019, ISBN 978-1-4503-7185-8
High Performance Computing
- Wenxiang Yang, Jiming Zou, Liang Deng:
Optimization of Jacobi Iteration on the Intel Xeon Phi. 1-5 - Jing Nie, Chunlei Zhang, Dan Zou, Fei Xia, Lina Lu, Xiang Wang, Fei Zhao:
Adaptive Sparse Matrix-Vector Multiplication on CPU-GPU Heterogeneous Architecture. 6-10 - Min Cao, Yang Yang, Lianqing Wang:
Application of Improved Ant Colony Algorithm in the Path Planning Problem of Mobile Robot. 11-15 - Danlami Gabi
, Abdul Samad Ismail, Nasiru Muhammed Dankolo:
Minimized Makespan Based Improved Cat Swarm Optimization for Efficient Task Scheduling in Cloud Datacenter. 16-20 - Yuqi Li, Jinghua Feng, Changsong Li:
Anomaly Detection Method for Chiller System of Supercomputer. 21-24 - Shuai Wang, Na Zeng, Sun-Hao Zhou:
A Visual and Statistical Analysis of Taobao Double Eleven Open Data Set. 25-28 - Yan Shi, Guozheng Zhang, Shuyu Li:
An Privacy Preserving and Multi-copy Supporting PDP Algorithm and its Application in Component Testing Tool. 29-33 - Shiling Zhang:
Research on CF4 Gas Molecular Simulation of High Voltage GIS Based on MATLAB Big Data Analysis and Mining Technology. 34-38 - Getenet Tefera, Kun She, Farah Deeba, Awais Ahmed
Resource-Aware Decentralized Adaptive Computational Offloading & Task-Caching for Multi-Access Edge Computing. 39-43 - Yuchen Lian, Zhengxin Huang, Yuren Zhou, Zefeng Chen:
Improve Theoretical Upper Bound of Jumpk Function by Evolutionary Multitasking. 44-50 - Chul Kim, Jang Su Kim, U Ju Kim:
A Study on Features for Improving Performance of Chinese OCR by Machine Learning. 51-55 - Chu-Hui Lee, Yong-Jin Zhuo:
Estimating Parameters for Deblurring in Two-Dimensional Linear Motion. 56-61
Machine Learning Applications
- Yongjun Ji, Jianfeng Liu, Linke Wang, Xiaocai Hu, Zhen Yang, Zuhua Jiang:
Design and Application of Knowledge Base Management System for Intelligent Outfitting Design. 62-66 - Fengkai Ke, Daxing Zhao, Guodong Sun, Wei Feng:
Precise Evaluation for Continuous Action Control in Reinforcement Learning. 67-70 - I-Ching Chen, Shueh-Cheng Hu:
Realizing Specific Weather Forecast through Machine Learning Enabled Prediction Model. 71-74 - Lili Liu, Estee Tan, Xi Jiang Yin, Yongda Zhen, Zhi Qiang Cai:
Deep learning for Coating Condition Assessment with Active perception. 75-80 - Chang Liu, Wen-jun Xie, Peng Zhang, Qing Guo, Doujian Ding:
Multi-UAVs Cooperative Coverage Reconnaissance with Neural Network and Genetic Algorithm. 81-86 - Xianbin Hong
Semi-Unsupervised Lifelong Learning for Sentiment Classification: Less Manual Data Annotation and More Self-Studying. 87-92 - Sathit Prasomphan:
Using Chatbot in Trading System for Small and Medium Enterprise (SMEs) by Convolution Neural Network Technique. 93-98 - Mengling Deng, Jianbiao He:
Multi-Level Feature Learning for Pedestrian Attribute Recognition. 99-103 - Ji-Hong Yan, Sun-Hao Zhou, Chun-Yu Fu:
Design of Offsite Diagnosis and Treatment Platform in the Yangtze River Delta based on Information Sharing. 104-107 - Rui-Jun Yang, Dan-Feng Ding, Feng Yan:
Application of Improved KNN Algorithm in Air Quality Assessment. 108-112 - Fayaz Ahmed Malik, Wenbin Ye, Qiaojun Chen, Dong Li:
Recommendation Algorithm based on Blending Learning. 113-117 - Xiaoyu Zhu, Xiaodong Yan:
Visual Analysis of Hotspots in Educational Informationization in Ethnic Areas. 118-122 - Chuan Tang, Xinrui Huang, Zhicheng Wang, Yu Zhao, Mingyu Xue, Xin Wang:
Head Pose Estimation via Multi-Task Cascade CNN. 123-127 - Sathit Prasomphan, Thanthip Tathong, Primpisa Charoenprateepkit:
Traffic Sign Detection for Panoramic Images Using Convolution Neural Network Technique. 128-133
Data Analysis
- Xue Han, Yong Zhang, Jia Qiao:
Pretreatment of Cotton Processing Data Based on SPSS. 134-138 - M. D. Samiul Islam, Daizong Liu, Kewei Wang, Pan Zhou, Li Yu, Dapeng Wu
A Case Study of HealthCare Platform using Big Data Analytics and Machine Learning. 139-146 - Yun-xiang Liu, Ze-Shen Tang, Qi Xu:
Bank Account Abnormal Transaction Recognition Based on Relief Algorithm and BalanceCascade. 147-151 - Daodong Ming, Bin Xi, Shunxiang Wu, Baihua Chen, Chao Yi, Zhendong Liao:
Method for Identifying Close Friend Relationship in Mobile Phone. 152-156 - Pan Liu, Jie Liu, Xiaoli Ma, Jianshe Zhou:
Off-topic Detection Model based on Biterm-LDA and Doc2vec. 157-161 - Jinhao Wu, Kai Zheng, Jun Sun:
Text Sentiment Classification Based on Layered Attention Network. 162-166 - Patric Kiel Navarro, Jihan Karla Cadongonan, Michael Earl Reyes, Joel C. de Goma:
Detecting Smooth Surface Dental Caries in Frontal Teeth Using Image Processing. 167-171 - Jun Liu:
Research on Knowledge Management Technology of Aerospace Engineering Based on Big Data. 172-176 - Weigang Gao, Guiming Chen, Xiang Zheng:
Analysis on the Application of Big Data in Military Equipment Expense Management. 177-180 - Tianhan Tan, Junsheng Liu, Kun Wang, Renhui Si:
Target Threat Assessment Using Particle Swarm Optimization and BP Neural Network. 181-184 - Pengxi Li:
The Construction Study of College Informationization Teaching Service System under the Background of Big Data. 185-189 - Chi Zhang, Nanlin Tan, Ying Lin:
Remote Pedestrian Detection Algorithm Based on Edge Information Input CNN. 190-194 - Qun Liu, Kehua Miao, Kaihong Lin:
Inventory Management of Automobile After-sales Parts Based on Data Mining. 195-199 - Lei Bao, Chunyang Wang, Juan Bai, Sheng-jun Wei, Ming Tan
Time-varying Target Characteristic Analysis of Dual Stealth Aircraft Formation. 200-204 - Dingkun Song, Dong Li, Xiaobing Huang:
Research on Cross-Cluster Migration Technologies. 205-209 - Lily Tian, Yutong Zheng, Qiao Cui:
Research on Data Enhanced Ancient Pictogram Recognition Method Based on Convolutional Neural Network. 210-214 - Feng Zhou, Liu Jiang:
A Strategy Integrating Iterative Filtering and Convolution Neural Network for Time Series Feature Extraction. 215-219
Computer Science
- Hefang Xu, Caihong Su, Shaoyu Wu, Dongping Tang:
Survey of Testing Methods of O2O Catering Platform. 220-224 - Lianqing Wang, Rong Che, Nie Jing:
Research and Implementation of BDaaS Cloud Platform for Security Industry. 225-231 - Zhendong Liao, Shunxiang Wu, Bin Xi, Fulin Wang, Daodong Ming, Baihua Chen:
Digital Forensics Design of IOS Operating System. 232-236 - Jianlong Ren, Li Yang, Chun Zuo, Weiyi Kong, Xiaoxiao Ma:
Multi-attending Memory Network for Modeling Multi-turn Dialogue. 237-242 - Jing Sun:
Decision Level Reward Based Branching Heuristic in Maple Solver. 243-248 - Shaojia Hong, Dong Li, Xiaobing Huang:
Database Docker persistence Framework based on Swarm and Ceph. 249-253 - Changjin Gong, Kaize Shi, Zhendong Niu
Hierarchical Text-Label Integrated Attention Network for Document Classification. 254-260 - Baiyi Shu, Jiong Mu, Yu Zhu:
AMNet: Convolutional Neural Network embeded with Attention Mechanism for Semantic Segmentation. 261-266 - Haoli Ren, Xiaolin Chen, Bei Guan, Yongji Wang, Tiantian Liu, Kongyang Peng:
Research on Satellite Orbit Prediction Based on Neural Network Algorithm. 267-273 - Shih-Hsiung Lee, Chien-Hui Yeh, Ting-Wei Hou, Chu-Sing Yang:
A Lightweight Neural Network Based on AlexNet-SSD Model for Garbage Detection. 274-278 - Xin Song, Li Dong, Lei Qin:
Fair Optimal Power Allocation for Non-orthogonal Multiple Access Heterogeneous Networks. 279-283
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