Frontiers of Data and Computing

2025 Vol. 7 No. 2

Contents

2025, 7 (2): 0–0;

doi:

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2025 Vol. 7 No. 2

Preface

LI Jingjing

2025, 7 (2): 1–2;

doi:

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2025 Vol. 7 No. 2

A Lightweight Traffic Identification Model Based on Deep Learning

LI Yong,REN Yongmao,YIN Zhuoran,ZHOU Xu

2025, 7 (2): 3–11;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.001

doi: 10.11871/jfdc.issn.2096-742X.2025.02.001

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2025 Vol. 7 No. 2

Research on Unified Modeling and Identification of Computing Power Network Resources

LYU Hang,XING Wenjuan,MA Xiaoting

2025, 7 (2): 12–21;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.002

doi: 10.11871/jfdc.issn.2096-742X.2025.02.002

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2025 Vol. 7 No. 2

Research and Implementation of Network Acceleration in International Cooperation on Controlled Thermonuclear Fusion

TAN Haibo

2025, 7 (2): 22–30;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.003

doi: 10.11871/jfdc.issn.2096-742X.2025.02.003

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2025 Vol. 7 No. 2

High Energy Physics and Network: from Coevolution to Symbiosis

QI Fazhi,ZENG Shan,CUI Tao,ZHENG Wei,JIANG Xiaowei,SUN Wei,SONG Yunfan

2025, 7 (2): 31–39;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.004

doi: 10.11871/jfdc.issn.2096-742X.2025.02.004

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2025 Vol. 7 No. 2

Design and Practice of a Novel Computing System for Big Earth Data

LU Shasha,NIU Tie,WU Can,KANG Le,XIAO Haili

2025, 7 (2): 40–48;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.005

doi: 10.11871/jfdc.issn.2096-742X.2025.02.005

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2025 Vol. 7 No. 2

Research on Storage Optimization and Efficient Pre-Processing Methods for SKA-MWA Astronomical Data

ZHOU Han,TANG Jianing,XUE Mengyao,WU Kaichao,ZHANG Bo

2025, 7 (2): 49–59;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.006

doi: 10.11871/jfdc.issn.2096-742X.2025.02.006

HTML ( 2 ) | PDF (2362 KB) ( 11 )
2025 Vol. 7 No. 2

Research of Cryosphere Scientific Data Intelligent Production Service System on China Science and Technology Cloud

ZHAO Yanbo,ZHANG Yaonan,JIA Jixiang

2025, 7 (2): 60–67;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.007

doi: 10.11871/jfdc.issn.2096-742X.2025.02.007

HTML ( 1 ) | PDF (1883 KB) ( 8 )
2025 Vol. 7 No. 2

Research on the Status and Trends of High-Performance Computing Applications Development on Supercomputers

LIU Yang,XU Jianfei,XU Huangchao,WU Can,HU Taiyuan,YUAN Huifeng,GAO Lingyun,LIANG Wenhao,DONG Sheng,MA Yingjin,LI Ruilin,ZHAO Yonghua

2025, 7 (2): 68–85;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.008

doi: 10.11871/jfdc.issn.2096-742X.2025.02.008

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2025 Vol. 7 No. 2

Decentralized Federated Learning with Cloud Proxy Group Re-Encryption

DU Wanrong,WEN Bin,ZHOU Shang,LIU Wenlong,MA Mengshuai

2025, 7 (2): 86–95;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.009

doi: 10.11871/jfdc.issn.2096-742X.2025.02.009

HTML ( 1 ) | PDF (2405 KB) ( 9 )
2025 Vol. 7 No. 2

Research on 110 Emergency Call Incident Classification Method Based on LERT-CRNN-KAN

LIU Zhuoxian,SHI Tuo,HU Xiaofeng

2025, 7 (2): 96–108;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.010

doi: 10.11871/jfdc.issn.2096-742X.2025.02.010

HTML ( 1 ) | PDF (5100 KB) ( 7 )
2025 Vol. 7 No. 2

Video Action Recognition Model Based on Attention and Relative Average Discriminator

WANG Qijun,LIU Tinglong

2025, 7 (2): 109–119;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.011

doi: 10.11871/jfdc.issn.2096-742X.2025.02.011

HTML ( 3 ) | PDF (2222 KB) ( 4 )
2025 Vol. 7 No. 2

Optimization Method for Large Language Models on Domestic Supercomputer System

QU Zhiyong,WANG Xiaoguang,ZHOU Chunbao,SHI Yuanxiang,QIAO Jiawei

2025, 7 (2): 120–129;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.012

doi: 10.11871/jfdc.issn.2096-742X.2025.02.012

HTML ( 3 ) | PDF (3445 KB) ( 1 )
2025 Vol. 7 No. 2

Improving Adversarial Transferability on Vision-Language Pre-Training Models via Block Shuffle and Rotation

WANG Wenbin,GAO Siyuan,GAO Manda,LIANG Ling,YANG Guangjun,HE Bangyan,LIU Yaozu

2025, 7 (2): 130–140;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.013

doi: 10.11871/jfdc.issn.2096-742X.2025.02.013

HTML ( 2 ) | PDF (1814 KB) ( 7 )
2025 Vol. 7 No. 2

Normalization of Chinese Institutional Names Based on Trie Tree Search and Unessential Words Elimination

ZHAO Jing,JIANG Shuming,MA Qiyun

2025, 7 (2): 141–148;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.014

doi: 10.11871/jfdc.issn.2096-742X.2025.02.014

HTML ( 4 ) | PDF (1953 KB) ( 2 )
2025 Vol. 7 No. 2

A Survey of Pharmacokinetics of Traditional Chinese Medicine Based on Multimodal Artificial Intelligence Data Fusion

GUO Huijie,ZHOU Yongjie,XU Jianzhen

2025, 7 (2): 149–160;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.015

doi: 10.11871/jfdc.issn.2096-742X.2025.02.015

HTML ( 3 ) | PDF (1687 KB) ( 3 )
2025 Vol. 7 No. 2

A New Method for Identification of Broadband Oscillations Based on ICEEMDAN and Fusion Classification Model

LI Pengbo,ZHU Xiaofeng,SHEN Mingkang,SHA Haoyuan,HE Maohui,DENG Kai,XU Jin

2025, 7 (2): 161–174;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.016

doi: 10.11871/jfdc.issn.2096-742X.2025.02.016

HTML ( 1 ) | PDF (3360 KB) ( 2 )
2025 Vol. 7 No. 2

Teeth Structure Segmentation Based on Multi-Source Semi-Supervised Learning

JIA Ziang

2025, 7 (2): 175–185;

CSTR: 32002.14.jfdc.CN10-1649/TP.2025.02.017

doi: 10.11871/jfdc.issn.2096-742X.2025.02.017

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2025 Vol.7 No.1
2024 Vol.6 No.6
2024 Vol.6 No.5
2024 Vol.6 No.4

2025, Vol.7	No.1
2024, Vol.6	No.6	No.5	No.4	No.3	No.2	No.1
2023, Vol.5	No.6	No.5	No.4	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 (7223) | HTML (630) | PDF (7401KB) (3393)

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 (4326) | HTML (374) | PDF (9520KB) (1238)

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 (4041) | HTML (194) | PDF (13574KB) (1415)

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 (3855) | HTML (195) | PDF (7371KB) (861)

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 (3828) | HTML (133) | PDF (12318KB) (1150)

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 (3743) | HTML (189) | PDF (7105KB) (1245)

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 (3500) | HTML (211) | PDF (7190KB) (1393)

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 (3491) | HTML (275) | PDF (13043KB) (1686)

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 (3083) | HTML (200) | PDF (16331KB) (1414)

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 (2970) | HTML (152) | PDF (10315KB) (796)

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 (2907) | HTML (66) | PDF (6939KB) (447)

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 (2844) | HTML (81) | PDF (11129KB) (642)

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 (2816) | HTML (125) | PDF (10346KB) (1064)

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 (2708) | HTML (249) | PDF (21169KB) (1124)

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 (2700) | HTML (131) | PDF (9882KB) (1079)

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 (2518) | HTML (99) | PDF (11342KB) (1207)

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 (2504) | HTML (155) | PDF (13407KB) (770)

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 (2340) | HTML (74) | PDF (7505KB) (542)

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 (2327) | HTML (56) | PDF (10663KB) (703)

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 (2263) | HTML (53) | PDF (8180KB) (620)

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 (2239) | HTML (68) | PDF (9068KB) (689)

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 (2207) | HTML (43) | PDF (10254KB) (1045)

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 (2199) | HTML (158) | PDF (11789KB) (1544)

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 (2183) | HTML (76) | PDF (10110KB) (672)

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 (2179) | HTML (66) | PDF (11607KB) (580)

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 (2160) | HTML (87) | PDF (7325KB) (918)

Recent Progresses on Advanced VLSI Manufacturing Techniques
ZHANG Rui,YU Xiaopeng,CHENG Ran,SHEN Qiang,GENG Hongyan,GAO Dawei,WU Hanming
2021, 3 (5): 28-39 doi:10.11871/jfdc.issn.2096-742X.2021.05.002
Abstract (2141) | HTML (119) | PDF (15607KB) (618)

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 (2139) | HTML (181) | PDF (11457KB) (1275)

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 (2135) | HTML (133) | PDF (9686KB) (906)

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 (2127) | HTML (59) | PDF (14634KB) (754)

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 (2123) | HTML (75) | PDF (7403KB) (1245)

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 (2115) | HTML (65) | PDF (9445KB) (735)

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 (2081) | HTML (236) | PDF (7745KB) (1217)

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 (2017) | HTML (33) | PDF (13769KB) (526)

Progress and Challenges of Medical Multimodal Data Fusion Methods Based on Deep Learning in Oncology
CAI Chengfei, LI Jun, JIAO Yiping, WANG Xiangxue, GUO Guanchen, XU Jun
2024, 6 (3): 3-14 doi:10.11871/jfdc.issn.2096-742X.2024.03.001
Abstract (1979) | HTML (106) | PDF (1552KB) (1117)

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 (1927) | HTML (86) | PDF (8526KB) (487)

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 (1927) | HTML (74) | PDF (9914KB) (488)

Practices on Monitoring, Scheduling, and Interconnection optimization of Super-Large Computing System
Qin Xiaoning,Wang Jiayao,Hu Menglong,Su Yong,Wan Wei,Li Bin,Dai Rong,Wang Zhipeng,Ji Qing
2020, 2 (1): 55-69 doi:10.11871/jfdc.issn.2096-742X.2020.01.005
Abstract (1889) | HTML (56) | PDF (13057KB) (524)

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 (1872) | HTML (73) | PDF (6779KB) (1097)

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 (1828) | HTML (145) | PDF (12472KB) (1121)

Hyperspectral Image Classification Method Combining Transformer and Multi-Layer Feature Aggregation
CHEN Dong, LI Ming, CHEN Shuwen
2023, 5 (3): 138-151 doi:10.11871/jfdc.issn.2096-742X.2023.03.010
Abstract (388) | HTML (11) | PDF (2502KB) (10350)

A Review of Computational Models for Corporate Credit Rating
TIAN Yiqing, CHENG Xi, FENG Bojing
2023, 5 (4): 139-153 doi:10.11871/jfdc.issn.2096-742X.2023.04.012
Abstract (581) | HTML (22) | PDF (1218KB) (5543)

A Survey on Blockchain-Based Trusted Data Elements Circulation
ZHONG Ziyue, ZHU Changhao, LI Junzhe, ZHANG Meihui
2023, 5 (5): 46-62 doi:10.11871/jfdc.issn.2096-742X.2023.05.005
Abstract (937) | HTML (49) | PDF (1826KB) (5153)

A Survey on Local Differential Privacy
SUN Yifan, ZHANG Rui, TAO Yang, GAO Birou, QIN Shihan, AN Chao
2023, 5 (5): 74-97 doi:10.11871/jfdc.issn.2096-742X.2023.05.007
Abstract (713) | HTML (68) | PDF (3141KB) (4957)

Research Focus and Research Trend in Photonic Chip
SHEN Xiang, YU Jieping, WANG Li
2023, 5 (4): 3-15 doi:10.11871/jfdc.issn.2096-742X.2023.04.001
Abstract (1140) | HTML (63) | PDF (1608KB) (4209)

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 (7223) | HTML (630) | PDF (7401KB) (3393)

An AI-for-Science Platform of Molecular Dynamics with Ab initio Accuracy
LIU Tao, ZHAO Tong, TAN Guangming, JIA Weile
2023, 5 (3): 13-28 doi:10.11871/jfdc.issn.2096-742X.2023.03.002
Abstract (458) | HTML (27) | PDF (2011KB) (3279)

The Development and Prospects of Informatization Applications in Dual-Carbon Atmospheric Environment Based on Artificial Intelligence and Big Data
ZHU Mingming, CAO Wudi, WU Lin, WANG Zixi, LIAO Qi, ZHANG Si, TANG Xiao, LI Jie, WANG Jing, WANG Yangang, WANG Zifa
2023, 5 (3): 2-12 doi:10.11871/jfdc.issn.2096-742X.2023.03.001
Abstract (742) | HTML (66) | PDF (1651KB) (3208)

Research on Data Governance Suggestions Based on Comparing Data Cross-Border Demand between China and the United States
JIANG Songhao
2024, 6 (5): 57-65 doi:10.11871/jfdc.issn.2096-742X.2024.05.006
Abstract (227) | HTML (12) | PDF (872KB) (2996)

Progress in Research and Application of Text Embedding Technology
ZHAO Yueyang, CUI Lei
2023, 5 (3): 92-110 doi:10.11871/jfdc.issn.2096-742X.2023.03.007
Abstract (386) | HTML (15) | PDF (1333KB) (2761)

Multi-Level Data Augmentation Method for Aspect-Based Sentiment Analysis
ZHANG Rong, LIU Yuan
2023, 5 (5): 140-153 doi:10.11871/jfdc.issn.2096-742X.2023.05.012
Abstract (265) | HTML (12) | PDF (6733KB) (2627)

Deepfake Detection Based on Incremental Learning
ZHAO Zejun, FAN Zhenfeng, DING Bo, XIA Shihong
2023, 5 (6): 42-57 doi:10.11871/jfdc.issn.2096-742X.2023.06.005
Abstract (442) | HTML (15) | PDF (6487KB) (2433)

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 (3491) | HTML (275) | PDF (13043KB) (1686)

2019, 1 (1): 1-1 doi:10.11871/jfdc.issn.2096.742X.2019.01.001
Abstract (1818) | HTML (338) | PDF (644KB) (1592)

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 (2199) | HTML (158) | PDF (11789KB) (1544)

A Review of Force Field Models Based on Machine Learning
CHEN Meilin, LIU Duanyang, XU Liming, WANG Yang
2023, 5 (4): 27-37 doi:10.11871/jfdc.issn.2096-742X.2023.04.003
Abstract (714) | HTML (41) | PDF (1372KB) (1495)

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 (1333) | HTML (76) | PDF (5801KB) (1452)

A Distributed Photovoltaic Power Prediction System Based on Time Series Data Processing
LIU Xiaoyan,WANG Jue,YAO Tiechui,CHI Xuebin,WANG Xiaoguang,LI Kai
2021, 3 (4): 140-148 doi:10.11871/jfdc.issn.2096-742X.2021.04.012
Abstract (1506) | HTML (76) | PDF (6680KB) (1443)

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 (4041) | HTML (194) | PDF (13574KB) (1415)

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 (3083) | HTML (200) | PDF (16331KB) (1414)

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 (3500) | HTML (211) | PDF (7190KB) (1393)

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 (1545) | HTML (47) | PDF (6480KB) (1312)

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 (2139) | HTML (181) | PDF (11457KB) (1275)

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 (2123) | HTML (75) | PDF (7403KB) (1245)

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 (3743) | HTML (189) | PDF (7105KB) (1245)

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 (4326) | HTML (374) | PDF (9520KB) (1238)

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 (1751) | HTML (152) | PDF (10220KB) (1233)

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 (2081) | HTML (236) | PDF (7745KB) (1217)

The Implementation and Optimization of Cosmological N-Body Simulation by FMM-PM Method on GPUs
Fu Yueyue,Wang Wu,Wang Qiao
2020, 2 (2): 155-164 doi:10.11871/jfdc.issn.2096-742X.2020.02.013
Abstract (1488) | HTML (25) | PDF (6455KB) (1211)

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 (2518) | HTML (99) | PDF (11342KB) (1207)

Research and Practice on the Localization of e-Government
CHEN Yuanping,ZHOU Xiaojun,HE Peng
2021, 3 (2): 86-92 doi:10.11871/jfdc.issn.2096-742X.2021.02.010
Abstract (1006) | HTML (36) | PDF (5074KB) (1205)

Angel ⁺: A Large-Scale Machine Learning Platform on Angel
Zhipeng Zhang,Jiawei Jiang,Lele Yu,Bin Cui
2019, 1 (1): 63-72 doi:10.11871/jfdc.issn.2096.742X.2019.01.007
Abstract (1490) | HTML (104) | PDF (8750KB) (1174)

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 (3828) | HTML (133) | PDF (12318KB) (1150)

A Survey on Physical Adversarial Attacks towards Face Recognition
CAO Can, SI Qiang, YOU Xuesong, DENG Qiyao, LI Qi, YAN Zhiyuan
2023, 5 (3): 49-65 doi:10.11871/jfdc.issn.2096-742X.2023.03.005
Abstract (654) | HTML (15) | PDF (7794KB) (1135)

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 (2708) | HTML (249) | PDF (21169KB) (1124)

Status, Challenges, and Trends of Data-Intensive Supercomputing
WEI Jia, CHEN Mo, WANG Longxiang, REN Pei, LEI Yujia, QU Yuqi, JIANG Qiyu, DONG Xiaoshe, WU Weiguo, ZHANG Kaili, ZHANG Xingjun
2023, 5 (3): 66-91 doi:10.11871/jfdc.issn.2096-742X.2023.03.006
Abstract (420) | HTML (22) | PDF (2092KB) (1123)

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 (1828) | HTML (145) | PDF (12472KB) (1121)

Progress and Challenges of Medical Multimodal Data Fusion Methods Based on Deep Learning in Oncology
CAI Chengfei, LI Jun, JIAO Yiping, WANG Xiangxue, GUO Guanchen, XU Jun
2024, 6 (3): 3-14 doi:10.11871/jfdc.issn.2096-742X.2024.03.001
Abstract (1979) | HTML (106) | PDF (1552KB) (1117)

New Trend of Cyberspace Security Technology
JING Jiwu,LONG Chun,LI Chang
2021, 3 (3): 1-8 doi:10.11871/jfdc.issn.2096-742X.2021.03.001
Abstract (1052) | HTML (109) | PDF (5663KB) (1104)

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 (1872) | HTML (73) | PDF (6779KB) (1097)

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2025
Vol. 7 / No. 2

主管：中国科学院

主办：中国科学院计算机网络信息中心

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出版：科学出版社有限责任公司

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