Frontiers of Data and Computing

2023 Vol. 5 No. 4

Preface

CHEN Gang

2023, 5 (4): 1–1;

doi:

HTML ( 8 ) | PDF (537 KB) ( 16 )
2023 Vol. 5 No. 4

Reading Guide

WEI Zhongming

2023, 5 (4): 2–2;

doi:

HTML ( 6 ) | PDF (472 KB) ( 16 )
2023 Vol. 5 No. 4

Research Focus and Research Trend in Photonic Chip

SHEN Xiang, YU Jieping, WANG Li

2023, 5 (4): 3–15;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.04.001

doi: 10.11871/jfdc.issn.2096-742X.2023.04.001

HTML ( 13 ) | PDF (1608 KB) ( 98 )
2023 Vol. 5 No. 4

The Historical Evolution and Trend of the Strategic Direction of Federal Government-Led Basic Research in US

YU Jian

2023, 5 (4): 16–26;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.04.002

doi: 10.11871/jfdc.issn.2096-742X.2023.04.002

HTML ( 8 ) | PDF (2118 KB) ( 22 )
2023 Vol. 5 No. 4

A Review of Force Field Models Based on Machine Learning

CHEN Meilin, LIU Duanyang, XU Liming, WANG Yang

2023, 5 (4): 27–37;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.04.003

doi: 10.11871/jfdc.issn.2096-742X.2023.04.003

HTML ( 8 ) | PDF (1372 KB) ( 58 )
2023 Vol. 5 No. 4

Application of Supervised Learning Algorithms in Materials Science

LIU Duanyang, WEI Zhongming

2023, 5 (4): 38–47;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.04.004

doi: 10.11871/jfdc.issn.2096-742X.2023.04.004

HTML ( 5 ) | PDF (2754 KB) ( 44 )
2023 Vol. 5 No. 4

A Study on Development Trend of Solid Lubrication Technology from Patent Analysis Perspective

DONG Jinxin, WAN Yong

2023, 5 (4): 48–56;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.04.005

doi: 10.11871/jfdc.issn.2096-742X.2023.04.005

HTML ( 3 ) | PDF (2340 KB) ( 12 )
2023 Vol. 5 No. 4

Study on the R&D Pipeline Analysis of mRNA Technology Based on Cortellis Database

LI Dongqiao, WANG Xi

2023, 5 (4): 57–76;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.04.006

doi: 10.11871/jfdc.issn.2096-742X.2023.04.006

HTML ( 6 ) | PDF (1746 KB) ( 16 )
2023 Vol. 5 No. 4

The Concept and Connotation of Research with Computation and its Practice in Agricultural Scientific Research

SUN Tan, ZHAO Ruixue, YANG Xiaorong, WANG Jian

2023, 5 (4): 77–85;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.04.007

doi: 10.11871/jfdc.issn.2096-742X.2023.04.007

HTML ( 4 ) | PDF (1192 KB) ( 9 )
2023 Vol. 5 No. 4

Review of Automatic Citation Classification Based on Deep Learning Technology

LI JunFei, XU LiMing, WANG Yang, WEI Xin

2023, 5 (4): 86–100;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.04.008

doi: 10.11871/jfdc.issn.2096-742X.2023.04.008

HTML ( 10 ) | PDF (1215 KB) ( 16 )
2023 Vol. 5 No. 4

A Dual-Channel Sentiment Analysis Model Integrating Sentiment Lexcion and Self-Attention

JU Jiaji, HUANG Bo, ZHANG Shuai, GUO Ruyan

2023, 5 (4): 101–111;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.04.009

doi: 10.11871/jfdc.issn.2096-742X.2023.04.009

HTML ( 10 ) | PDF (1465 KB) ( 30 )
2023 Vol. 5 No. 4

Taxi Demand Prediction Model Based on Spark and Improved BP Neural Network

MENG Zhe, YU Su

2023, 5 (4): 112–126;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.04.010

doi: 10.11871/jfdc.issn.2096-742X.2023.04.010

HTML ( 4 ) | PDF (2584 KB) ( 18 )
2023 Vol. 5 No. 4

Chinese Sentiment Analysis Based on K-BERT and Residual Recurrent Units

WANG Guijiang, HUANG Runcai, HUANG Bo

2023, 5 (4): 127–138;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.04.011

doi: 10.11871/jfdc.issn.2096-742X.2023.04.011

HTML ( 2 ) | PDF (1499 KB) ( 15 )
2023 Vol. 5 No. 4

A Review of Computational Models for Corporate Credit Rating

TIAN Yiqing, CHENG Xi, FENG Bojing

2023, 5 (4): 139–153;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.04.012

doi: 10.11871/jfdc.issn.2096-742X.2023.04.012

HTML ( 3 ) | PDF (1218 KB) ( 27 )

2023 Vol.5 No.3
2023 Vol.5 No.2
2023 Vol.5 No.1
2022 Vol.4 No.6

2023, Vol.5	No.3	No.2	No.1
2022, Vol.4	No.6	No.5	No.4	No.3	No.2	No.1
2021, Vol.3	No.6	No.5	No.4	No.3	No.2	No.1
2020, Vol.2	No.6	No.5	No.4	No.3	No.2	No.1
2019, Vol.1	No.2	No.1

PaddlePaddle: An Open-Source Deep Learning Platform from Industrial Practice
Yanjun Ma,Dianhai Yu,Tian Wu,Haifeng Wang
2019, 1 (1): 105-115 doi:10.11871/jfdc.issn.2096.742X.2019.01.011
Abstract (5012) | HTML (283) | PDF (7401KB) (2210)

Multi-Granularity Cognitive Computing—A New Model for Big Data Intelligent Computing
Wang Guoyin, Yu Hong
2019, 1 (2): 75-85 doi:10.11871/jfdc.issn.2096-742X.2019.02.007
Abstract (3304) | HTML (82) | PDF (9520KB) (723)

Application of Deep Learning in Medical Imaging Analysis: A Survey
Yu Yizhou, Ma Jiechao, Shi Dejun, Zhou Zhen
2019, 1 (2): 37-52 doi:10.11871/jfdc.issn.2096-742X.2019.02.004
Abstract (3032) | HTML (130) | PDF (13574KB) (820)

Key Technologies of Cyber Security Knowledge Graph
LI Xu,LIAN Yifeng,ZHANG Haixia,HUANG kezhen
2021, 3 (3): 9-18 doi:10.11871/jfdc.issn.2096-742X.2021.03.002
Abstract (2987) | HTML (151) | PDF (7105KB) (862)

Earth System Model: CAS-ESM
Zhou Guangqing,Zhang Yunquan,Jiang Jinrong,Zhang He,Wu Baodong,Cao Hang,Wang Tianyi,Hao Huiqun,Zhu Jiawen,Yuan Liang,Zhang Minghua
2020, 2 (1): 38-54 doi:10.11871/jfdc.issn.2096-742X.2020.01.004
Abstract (2833) | HTML (97) | PDF (12318KB) (682)

State-of-the-Art Analysis and Perspectives of China HPC Development in 2020
ZHANG Yunquan,YUAN Liang,YUAN Guoxing,LI Xidai
2020, 2 (6): 1-10 doi:10.11871/jfdc.issn.2096-742X.2020.06.001
Abstract (2787) | HTML (166) | PDF (7190KB) (884)

Big Data Technology Applications in Agriculture
Wang Wensheng,Guo Leifeng
2020, 2 (2): 101-110 doi:10.11871/jfdc.issn.2096-742X.2020.02.008
Abstract (2774) | HTML (115) | PDF (7371KB) (469)

Research on Unsupervised KPI Anomaly Detection Based on Deep Learning
Zhang Shenglin,Lin Xiaofei,Sun Yongqian,Zhang Yuzhi,Pei Dan
2020, 2 (3): 87-100 doi:10.11871/jfdc.issn.2096-742X.2020.03.008
Abstract (2338) | HTML (63) | PDF (11129KB) (470)

A Dynamic Conversion Method from Protobuf to JSON
Tian Dan,Zhang Jinjie,Li Chong,Qu Yanhua,Jiao Hao
2020, 2 (4): 155-164 doi:10.11871/jfdc.issn.2096-742X.2020.04.013
Abstract (2335) | HTML (49) | PDF (6939KB) (196)

Research on the Recent Development and Future Trend of Data Mid-End Technology
Meng Su,Xishun Jia,Xiaomeng Du,Tiwei Gao
2019, 1 (1): 116-126 doi:10.11871/jfdc.issn.2096.742X.2019.01.012
Abstract (2297) | HTML (107) | PDF (10315KB) (450)

Artificial Intelligence: Developments and Advances in 2019
Sun Zhenan,Zhang Zhaoxiang,Wang Wei,Liu Fei,Tan Tieniu
2019, 1 (2): 1-16 doi:10.11871/jfdc.issn.2096-742X.2019.02.001
Abstract (2156) | HTML (135) | PDF (13407KB) (498)

A Survey on Few-Shot Image Semantic Segmentation
CHEN Qiong,YANG Yong,HUANG Tianlin,FENG Yuan
2021, 3 (6): 17-34 doi:10.11871/jfdc.issn.2096-742X.2021.06.002
Abstract (2054) | HTML (130) | PDF (16331KB) (841)

Research on Edge Resource Scheduling Solutions for Computing Power Network
Li Mingxuan,Cao Chang,Tang Xiongyan,He Tao,Li Jianfei,Liu Qiuyan
2020, 2 (4): 80-91 doi:10.11871/jfdc.issn.2096-742X.2020.04.007
Abstract (2041) | HTML (97) | PDF (9882KB) (618)

Materials Science Database in Material Research and Development: Recent Applications and Prospects
Li Zixin,Zhang Neng,Xiong Bin,Hu Yunfeng,Zhao Xinpeng,Huang Haiyou
2020, 2 (2): 78-90 doi:10.11871/jfdc.issn.2096-742X.2020.02.006
Abstract (2018) | HTML (83) | PDF (10346KB) (537)

A Survey on Satellite Networks Based on Software-Defined Networking
Zhang Ran,Liu Jiang,Yang Dan,Huang Tao,Liu Yunjie
2020, 2 (3): 3-17 doi:10.11871/jfdc.issn.2096-742X.2020.03.001
Abstract (1905) | HTML (72) | PDF (11342KB) (874)

State-of-Art Analysis and Perspectives of China HPC Development in 2019
Zhang Yunquan,Yuan Liang,Yuan Guoxing,Li Xidai
2020, 2 (1): 18-26 doi:10.11871/jfdc.issn.2096-742X.2020.01.002
Abstract (1852) | HTML (78) | PDF (7325KB) (592)

SKS: A Platform for Big Data Based Scientific Knowledge Graph
Yuanchun Zhou,Qingling Chang,Yi Du
2019, 1 (1): 82-93 doi:10.11871/jfdc.issn.2096.742X.2019.01.009
Abstract (1824) | HTML (124) | PDF (11789KB) (1014)

Intelligent Network Management and Control Architecture and Key Technologies for Future 6G Networks
Yu Peng,Li Wenjing,Feng Lei,Zhou Fanqin,Yang Yang,Qiu Xuesong
2020, 2 (3): 32-44 doi:10.11871/jfdc.issn.2096-742X.2020.03.003
Abstract (1809) | HTML (38) | PDF (10663KB) (383)

Innovative Application of Scientific Data Identification Based on Block Chain
Wang Shu,Yan Min,Liu Jia,Zhou Qihui,Guo Zhibin,Wang Yazhe,Zhou Yuanchun
2019, 1 (2): 62-74 doi:10.11871/jfdc.issn.2096-742X.2019.02.006
Abstract (1803) | HTML (53) | PDF (11607KB) (353)

Current Status and Prospects of Genomics Data Analysis Methods
Chen Meili,Ma Yingke,Li Rujiao,Bao Yiming
2020, 2 (2): 1-19 doi:10.11871/jfdc.issn.2096-742X.2020.02.001
Abstract (1796) | HTML (184) | PDF (21169KB) (570)

The Design and Control of Squid-Like Underwater Robot
Zhang Tiandong,Wang Rui,Wang Shuo
2019, 1 (2): 53-61 doi:10.11871/jfdc.issn.2096-742X.2019.02.005
Abstract (1793) | HTML (31) | PDF (10254KB) (586)

Big Data 3.0—The Key Technologies of Big Data in Post-Hadoop Era
Wanggen Liu,Yuanhao Sun
2019, 1 (1): 94-104 doi:10.11871/jfdc.issn.2096.742X.2019.01.010
Abstract (1765) | HTML (149) | PDF (11457KB) (855)

Direct Numerical Simulation of Hypersonic Turbulence Based on CPU/GPU Heterogeneous System Architecture
Dang Guanlin,Liu Shiwei,Hu Xiaodong,Zhang Jian,Li Xinliang
2020, 2 (1): 105-116 doi:10.11871/jfdc.issn.2096-742X.2020.01.009
Abstract (1760) | HTML (55) | PDF (9068KB) (405)

A Survey on Network Intrusion Detection Based on Deep Learning
XIAO Jianping,LONG Chun,ZHAO Jing,WEI Jinxia,HU Anlei,DU Guanyao
2021, 3 (3): 59-74 doi:10.11871/jfdc.issn.2096-742X.2021.03.006
Abstract (1745) | HTML (117) | PDF (13043KB) (793)

A Deep Learning Based Method for Remote Sensing Image Parcel Segmentation
ZHAO Weiyu,ZHANG Honghai,ZHONG Bo
2021, 3 (2): 133-141 doi:10.11871/jfdc.issn.2096-742X.2021.02.015
Abstract (1736) | HTML (55) | PDF (7505KB) (256)

Efficient Computing for Artificial Intelligence and Big Data
Li kenli,Yang Wangdong,Chen Cen,Chen Jianguo,Ding Yan
2020, 2 (1): 27-37 doi:10.11871/jfdc.issn.2096-742X.2020.01.003
Abstract (1723) | HTML (61) | PDF (10110KB) (347)

Document Image Recognition: Retrospective and Perspective of Technology
Liu Chenglin
2019, 1 (2): 17-25 doi:10.11871/jfdc.issn.2096-742X.2019.02.002
Abstract (1657) | HTML (57) | PDF (7403KB) (696)

Small Object Detection and Recognition Based onDeep Learning
Leng Jiaxu,Liu Ying
2020, 2 (2): 120-135 doi:10.11871/jfdc.issn.2096-742X.2020.02.010
Abstract (1657) | HTML (45) | PDF (14634KB) (560)

The Data and Computing Platform Is An Important Infrastructure Which Drives Modern Scientific Research Development
Fangyu Liao,Xuehai Hong,Yang Wang,Dawei Chu
2019, 1 (1): 2-10 doi:10.11871/jfdc.issn.2096.742X.2019.01.002
Abstract (1614) | HTML (186) | PDF (7745KB) (714)

Research on Geoscience Big Data Processing Framework and Key Techniques
Zhang Yaonan,Ai Minghao,Kang Jianfang,Min Yufang
2020, 2 (2): 91-100 doi:10.11871/jfdc.issn.2096-742X.2020.02.007
Abstract (1575) | HTML (32) | PDF (8180KB) (243)

Research and Application of A Platform for Artificial Intelligence Computing and Data Services
Wang Yangang,Wang Jue,Cao Rongqiang
2019, 1 (2): 86-97 doi:10.11871/jfdc.issn.2096-742X.2019.02.008
Abstract (1566) | HTML (61) | PDF (9914KB) (238)

2019, 1 (1): 1-1 doi:10.11871/jfdc.issn.2096.742X.2019.01.001
Abstract (1563) | HTML (287) | PDF (644KB) (1111)

The Research Development and Challenge of Automatic Speech Recognition
Liu Qingfeng, Gao Jianqing, Wan Genshun
2019, 1 (2): 26-36 doi:10.11871/jfdc.issn.2096-742X.2019.02.003
Abstract (1553) | HTML (95) | PDF (9686KB) (455)

Edge Intelligence: A New Exploration for Artificial Intelligence Expanding to Edge
Mo Zijia,Gao Zhipeng,Miao Dong
2020, 2 (4): 16-27 doi:10.11871/jfdc.issn.2096-742X.2020.04.002
Abstract (1532) | HTML (50) | PDF (9445KB) (341)

The Implementation and Optimization of LICOM on GPUs
Zhang Liuying,Wang Pengfei,Zhang Feng,Liu Hailong,Lin Pengfei,Wang Tao,Wei Junlin,Tian Shaobo,Jiang Jinrong,Chi Xuebin
2020, 2 (4): 92-104 doi:10.11871/jfdc.issn.2096-742X.2020.04.008
Abstract (1525) | HTML (21) | PDF (13769KB) (265)

High Performance Computing Framework Software——SC_Tangram
Xuebin Chi,Lian Zhao,Shanshan Wang,Jian Zhang,Jinrong Jiang
2019, 1 (1): 11-21 doi:10.11871/jfdc.issn.2096.742X.2019.01.003
Abstract (1518) | HTML (66) | PDF (8526KB) (333)

A Data Prediction Method Based on Feature Selection and Transfer Learning
Chen Tongbao,Wen Liangming,Li Jianhui
2020, 2 (2): 145-154 doi:10.11871/jfdc.issn.2096-742X.2020.02.012
Abstract (1454) | HTML (59) | PDF (6779KB) (610)

Integration and Optimization of Material Data Mining and Machine Learning Tools
Dong Jiayuan,Yang Xiaoyu
2020, 2 (4): 105-120 doi:10.11871/jfdc.issn.2096-742X.2020.04.009
Abstract (1440) | HTML (12) | PDF (10415KB) (480)

Research on 5G Media Streaming Standards
Zhou Xiang,Li Xunchun
2020, 2 (4): 65-79 doi:10.11871/jfdc.issn.2096-742X.2020.04.006
Abstract (1398) | HTML (26) | PDF (10996KB) (171)

Application-driven Big Data and Artificial Intelligence Integration Platform Construction
Bo Kang,Zijun Xia,Xiangfei Meng
2019, 1 (1): 35-45 doi:10.11871/jfdc.issn.2096.742X.2019.01.005
Abstract (1392) | HTML (112) | PDF (12472KB) (630)

PaddlePaddle: An Open-Source Deep Learning Platform from Industrial Practice
Yanjun Ma,Dianhai Yu,Tian Wu,Haifeng Wang
2019, 1 (1): 105-115 doi:10.11871/jfdc.issn.2096.742X.2019.01.011
Abstract (5012) | HTML (283) | PDF (7401KB) (2210)

2019, 1 (1): 1-1 doi:10.11871/jfdc.issn.2096.742X.2019.01.001
Abstract (1563) | HTML (287) | PDF (644KB) (1111)

SKS: A Platform for Big Data Based Scientific Knowledge Graph
Yuanchun Zhou,Qingling Chang,Yi Du
2019, 1 (1): 82-93 doi:10.11871/jfdc.issn.2096.742X.2019.01.009
Abstract (1824) | HTML (124) | PDF (11789KB) (1014)

State-of-the-Art Analysis and Perspectives of China HPC Development in 2020
ZHANG Yunquan,YUAN Liang,YUAN Guoxing,LI Xidai
2020, 2 (6): 1-10 doi:10.11871/jfdc.issn.2096-742X.2020.06.001
Abstract (2787) | HTML (166) | PDF (7190KB) (884)

A Survey on Satellite Networks Based on Software-Defined Networking
Zhang Ran,Liu Jiang,Yang Dan,Huang Tao,Liu Yunjie
2020, 2 (3): 3-17 doi:10.11871/jfdc.issn.2096-742X.2020.03.001
Abstract (1905) | HTML (72) | PDF (11342KB) (874)

Key Technologies of Cyber Security Knowledge Graph
LI Xu,LIAN Yifeng,ZHANG Haixia,HUANG kezhen
2021, 3 (3): 9-18 doi:10.11871/jfdc.issn.2096-742X.2021.03.002
Abstract (2987) | HTML (151) | PDF (7105KB) (862)

Big Data 3.0—The Key Technologies of Big Data in Post-Hadoop Era
Wanggen Liu,Yuanhao Sun
2019, 1 (1): 94-104 doi:10.11871/jfdc.issn.2096.742X.2019.01.010
Abstract (1765) | HTML (149) | PDF (11457KB) (855)

A Survey on Few-Shot Image Semantic Segmentation
CHEN Qiong,YANG Yong,HUANG Tianlin,FENG Yuan
2021, 3 (6): 17-34 doi:10.11871/jfdc.issn.2096-742X.2021.06.002
Abstract (2054) | HTML (130) | PDF (16331KB) (841)

Application of Deep Learning in Medical Imaging Analysis: A Survey
Yu Yizhou, Ma Jiechao, Shi Dejun, Zhou Zhen
2019, 1 (2): 37-52 doi:10.11871/jfdc.issn.2096-742X.2019.02.004
Abstract (3032) | HTML (130) | PDF (13574KB) (820)

Research on HPL Parallel Computing Model for a Class of Complex Heterogeneous Supercomputer System
Haitao Zhao, Jiachang Sun, Leisheng Li, Wenhao Yang, Hui Zhao, Huiyuan Li
2020, 2 (1): 85-92 doi:10.11871/jfdc.issn.2096-742X.2020.01.007
Abstract (1165) | HTML (30) | PDF (6480KB) (806)

A Survey on Network Intrusion Detection Based on Deep Learning
XIAO Jianping,LONG Chun,ZHAO Jing,WEI Jinxia,HU Anlei,DU Guanyao
2021, 3 (3): 59-74 doi:10.11871/jfdc.issn.2096-742X.2021.03.006
Abstract (1745) | HTML (117) | PDF (13043KB) (793)

A Brief Review of Theory and Systematic Technologies for Big Data
Qiangsheng Hua,Zhigao Zheng,Zhenyu Hu,Zhiman Zhong,Changfu Lin,Feng Zhao,Hai Jin,Xuanhua Shi
2019, 1 (1): 22-34 doi:10.11871/jfdc.issn.2096.742X.2019.01.004
Abstract (1361) | HTML (108) | PDF (10220KB) (752)

Research on Blockchain Consensus Mechanism
ZHAI Ran,CHEN Xuebin
2021, 3 (3): 86-94 doi:10.11871/jfdc.issn.2096-742X.2021.03.008
Abstract (953) | HTML (60) | PDF (5801KB) (726)

Multi-Granularity Cognitive Computing—A New Model for Big Data Intelligent Computing
Wang Guoyin, Yu Hong
2019, 1 (2): 75-85 doi:10.11871/jfdc.issn.2096-742X.2019.02.007
Abstract (3304) | HTML (82) | PDF (9520KB) (723)

The Data and Computing Platform Is An Important Infrastructure Which Drives Modern Scientific Research Development
Fangyu Liao,Xuehai Hong,Yang Wang,Dawei Chu
2019, 1 (1): 2-10 doi:10.11871/jfdc.issn.2096.742X.2019.01.002
Abstract (1614) | HTML (186) | PDF (7745KB) (714)

Document Image Recognition: Retrospective and Perspective of Technology
Liu Chenglin
2019, 1 (2): 17-25 doi:10.11871/jfdc.issn.2096-742X.2019.02.002
Abstract (1657) | HTML (57) | PDF (7403KB) (696)

Building the New Generation of Computing Infrastructure Supporting Technology Innovation
Qian Depei
2020, 2 (1): 1-17 doi:10.11871/jfdc.issn.2096-742X.2020.01.001
Abstract (1253) | HTML (149) | PDF (12713KB) (695)

Earth System Model: CAS-ESM
Zhou Guangqing,Zhang Yunquan,Jiang Jinrong,Zhang He,Wu Baodong,Cao Hang,Wang Tianyi,Hao Huiqun,Zhu Jiawen,Yuan Liang,Zhang Minghua
2020, 2 (1): 38-54 doi:10.11871/jfdc.issn.2096-742X.2020.01.004
Abstract (2833) | HTML (97) | PDF (12318KB) (682)