人工智能 | 中国计算机学会推荐国际学术刊物/会议

导言

关注CVer公众号的群体大多以学生为主,特别是研究生。相信在帮boss做事的时候,论文也是核心工作。Amusi平时爱推送一些论文速递,但这么多论文,怎么快速区分"质量"呢?我们常听到的CVPR、NIPS和 ICML属于什么级别呢?如果自己想发期刊/会议,有什么参考清单么?

如果你遇到上述问题,相信本文可以给你一个较为专业的参考。

前戏

今天 Amusi 主要分享一份由中国计算机学会(CCF,China Computer Federation)发布的人工智能领域中的“中国计算机学会推荐国际学术会议和期刊目录”。

期刊/会议都分成三个等级:A、B、C,等级由高到低。(温馨提示:这里的C类也算是较为顶级的刊物)。大家可以关注一下,也许会有你想 pick的期刊/会议。

注:文末有彩蛋~

中国计算机学会推荐国际学术刊物 (人工智能)

一、A类

序号

刊物简称

刊物全称

出版社

网址

1

AI

Artificial Intelligence

Elsevier

http://dblp.uni-trier.de/db/journals/ai/

2

TPAMI

IEEE Trans on Pattern Analysis and Machine Intelligence

IEEE

http://dblp.uni-trier.de/db/journals/pami/

3

IJCV

International Journal of Computer Vision

Springer

http://dblp.uni-trier.de/db/journals/ijcv/

4

JMLR

Journal of Machine Learning Research

MIT Press

http://dblp.uni-trier.de/db/journals/jmlr/

二、B类

序号

刊物简称

刊物全称

出版社

网址

1

TAP

ACM Transactions on Applied Perception

ACM

http://dblp.uni-trier.de/db/journals/tap/

2

TSLP

ACM Transactions on Speech and Language Processing

ACM

http://dblp.uni-trier.de/db/journals/tslp/

3

Computational Linguistics

MIT Press

http://dblp.uni-trier.de/db/journals/coling/

4

CVIU

Computer Vision and Image Understanding

Elsevier

http://dblp.uni-trier.de/db/journals/cviu/

5

DKE

Data and Knowledge Engineering

Elsevier

http://dblp.uni-trier.de/db/journals/dke/index.html

6

Evolutionary Computation

MIT Press

http://dblp.uni-trier.de/db/journals/ec/

7

TAC

IEEE Transactions on Affective Computing

IEEE

http://dblp.uni-trier.de/db/journals/taffco/

8

TASLP

IEEE Transactions on Audio, Speech, and Language Processing

IEEE

http://dblp.uni-trier.de/db/journals/taslp/

9

IEEE Transactions on Cybernetics

IEEE

http://dblp.uni-trier.de/db/journals/tcyb/

10

TEC

IEEE Transactions on Evolutionary Computation

IEEE

http://dblp.uni-trier.de/db/journals/tec/

11

TFS

IEEE Transactions on Fuzzy Systems

IEEE

http://dblp.uni-trier.de/db/journals/tfs/

12

TNNLS

IEEE Transactions on Neural Networks and learning systems

IEEE

http://dblp.uni-trier.de/db/journals/tnn/

13

IJAR

International Journal of Approximate Reasoning

Elsevier

http://dblp.uni-trier.de/db/journals/ijar/

14

JAIR

Journal of AI Research

AAAI

http://dblp.uni-trier.de/db/journals/jair/index.html

15

Journal of Automated Reasoning

Springer

http://dblp.uni-trier.de/db/journals/jar/

16

JSLHR

Journal of Speech, Language, and Hearing Research

AmericanSpeech-Language HearingAssociation

http://jslhr.pubs.asha.org/

17

Machine Learning

Springer

http://dblp.uni-trier.de/db/journals/ml/

18

Neural Computation

MIT Press

http://dblp.uni-trier.de/db/journals/neco/

19

Neural Networks

Elsevier

http://dblp.uni-trier.de/db/journals/nn/

20

Pattern Recognition

Elsevier

http://dblp.uni-trier.de/db/conf/par/

21

AAMAS

Autonomous Agents and Multi-Agent Systems

Springer

http://dblp.uni-trier.de/db/journals/aamas/

三、C类

序号

刊物简称

刊物全称

出版社

网址

1

TALIP

ACM Transactions on AsianLanguage Information Processing

ACM

http://dblp.uni-trier.de/db/journals/talip/

2

Applied Intelligence

Springer

http://dblp.uni-trier.de/db/journals/apin/

3

AIM

Artificial Intelligence in Medicine

Elsevier

http://dblp.uni-trier.de/db/journals/artmed/

4

Artificial Life

MIT Press

http://dblp.uni-trier.de/db/journals/alife/

6

Computational Intelligence

Wiley

http://dblp.uni-trier.de/db/journals/ci/

7

Computer Speech and Language

Elsevier

http://dblp.uni-trier.de/db/journals/csl/

8

Connection Science

Taylor & Francis

http://dblp.uni-trier.de/db/journals/connection/

9

DSS

Decision Support Systems

Elsevier

http://dblp.uni-trier.de/db/journals/dss/

10

EAAI

Engineering Applications of ArtificialIntelligence

Elsevier

http://dblp.uni-trier.de/db/journals/eaai/

11

Expert Systems

Blackwell/Wiley

http://dblp.uni-trier.de/db/journals/es/

12

ESWA

Expert Systems with Applications

Elsevier

http://dblp.uni-trier.de/db/journals/eswa/

13

Fuzzy Sets and Systems

Elsevier

http://dblp.uni-trier.de/db/journals/fss/

14

T-CIAIG

IEEE Transactions on Computational Intelligence and AI in Games

IEEE

http://dblp.uni-trier.de/db/journals/tciaig/

15

IET-CVI

IET Computer Vision

IET

http://digital-library.theiet.org/content/journals/iet-cvi

16

IET Signal Processing

IET

* http://digital-library.theiet.org/content/journals/iet-spr

17

IVC

Image and Vision Computing

Elsevier

http://dblp.uni-trier.de/db/journals/ivc/

18

IDA

Intelligent Data Analysis

Elsevier

http://dblp.uni-trier.de/db/journals/ida/

19

IJCIA

International Journal of ComputationalIntelligence and Applications

World Scientific

http://dblp.uni-trier.de/db/journals/ijcia/

20

IJDAR

International Journal on Document Analysisand Recognition

Springer

http://dblp.uni-trier.de/db/journals/ijdar/

21

IJIS

International Journal of Intelligent Systems

Wiley

http://dblp.uni-trier.de/db/journals/ijis/

22

IJNS

International Journal of Neural Systems

World Scientific

http://dblp.uni-trier.de/db/journals/ijns/

23

IJPRAI

International Journal of Pattern Recognitionand Artificial Intelligence

World Scientific

http://dblp.uni-trier.de/db/journals/ijprai/

24

International Journal of Uncertainty, Fuzziness and KBS

World Scientific

http://dblp.uni-trier.de/db/journals/ijcia/

25

JETAI

Journal of Experimental and TheoreticalArtificial Intelligence

Taylor & Francis

http://dblp.uni-trier.de/db/journals/jetai/

26

KBS

Knowledge-Based Systems

Elsevier

http://dblp.uni-trier.de/db/journals/kbs/

27

Machine Translation

Springer

http://dblp.uni-trier.de/db/journals/mt/

28

Machine Vision and Applications

Springer

http://dblp.uni-trier.de/db/journals/mva/

29

Natural Computing

Springer

http://dblp.uni-trier.de/db/journals/nc/

30

NLE

Natural Language Engineering

Cambridge University

http://dblp.uni-trier.de/db/journals/nle/

31

NCA

Neural Computing & Applications

Springer

http://dblp.uni-trier.de/db/journals/nca/

32

NPL

Neural Processing Letters

Springer

http://dblp.uni-trier.de/db/journals/npl/

33

Neurocomputing

Elsevier

http://dblp.uni-trier.de/db/journals/ijon/

34

PAA

Pattern Analysis and Applications

Springer

http://dblp.uni-trier.de/db/journals/paa/

35

PRL

Pattern Recognition Letters

Elsevier

http://dblp.uni-trier.de/db/journals/prl/

36

Soft Computing

Springer

http://dblp.uni-trier.de/db/journals/soco/

37

WIAS

Web Intelligence and Agent Systems

IOS Press

http://dblp.uni-trier.de/db/journals/wias/

中国计算机学会推荐国际学术会议 (人工智能)

一、A类

序号

会议简称

会议全称

出版社

网址

1

AAAI

AAAI Conference on Artificial Intelligence

AAAI

http://dblp.uni-trier.de/db/conf/aaai/

2

CVPR

IEEE Conference on Computer Visionand Pattern Recognition

IEEE

http://dblp.uni-trier.de/db/conf/cvpr/

3

ICCV

International Conference on Computer Vision

IEEE

http://dblp.uni-trier.de/db/conf/iccv/

4

ICML

International Conference on Machine Learning

ACM

http://dblp.uni-trier.de/db/conf/icml/

5

IJCAI

International Joint Conference on Artificial Intelligence

Morgan Kaufmann

http://dblp.uni-trier.de/db/conf/ijcai/

6

NIPS

Annual Conference on Neural InformationProcessing Systems

MIT Press

http://dblp.uni-trier.de/db/conf/nips/

7

ACL

Annual Meeting of the Association for Computational Linguistics

ACL

http://dblp.uni-trier.de/db/conf/acl/

二、B类

序号

会议简称

会议全称

出版社

网址

1

COLT

Annual Conference on ComputationalLearning Theory

Springer

http://dblp.uni-trier.de/db/conf/colt/

2

EMNLP

Conference on Empirical Methods in Natural Language Processing

ACL

http://dblp.uni-trier.de/db/conf/emnlp/

3

ECAI

European Conference on ArtificialIntelligence

IOS Press

http://dblp.uni-trier.de/db/conf/ecai/

4

ECCV

European Conference on Computer Vision

Springer

http://dblp.uni-trier.de/db/conf/eccv/

5

ICRA

IEEE International Conference on Robotics and Automation

IEEE

http://dblp.uni-trier.de/db/conf/icra/

6

ICAPS

International Conference on Automated Planning and Scheduling

AAAI

http://dblp.uni-trier.de/db/conf/aips/

7

ICCBR

International Conference on Case-Based Reasoning

Springer

http://dblp.uni-trier.de/db/conf/iccbr/

8

COLING

International Conference on ComputationalLinguistics

ACM

http://dblp.uni-trier.de/db/conf/coling/

9

KR

International Conference on Principles of Knowledge Representation and Reasoning

Morgan Kaufmann

http://dblp.uni-trier.de/db/conf/kr/

10

UAI

International Conference onUncertaintyin Artificial Intelligence

AUAI

http://dblp.uni-trier.de/db/conf/uai/

11

AAMAS

International Joint Conference onAutonomous Agents and Multi-agentSystems

Springer

http://dblp.uni-trier.de/db/conf/atal/index.html

12

PPSN

Parallel Problem Solving from Nature

Springer

http://dblp.uni-trier.de/db/conf/ppsn/

三、C类

序号

会议简称

会议全称

出版社

网址

1

ACCV

Asian Conference on Computer Vision

Springer

http://dblp.uni-trier.de/db/conf/accv/

2

CoNLL

Conference on Natural LanguageLearning

CoNLL

http://dblp.uni-trier.de/db/conf/conll

3

GECCO

Genetic and Evolutionary Computation Conference

ACM

http://dblp.uni-trier.de/db/conf/gecco/

4

ICTAI

IEEE International Conference onTools with Artificial Intelligence

IEEE

http://dblp.uni-trier.de/db/conf/ictai/

5

ALT

International Conference on Algorithmic Learning Theory

Springer

http://dblp.uni-trier.de/db/conf/alt/

6

ICANN

International Conference on Artificial Neural Networks

Springer

http://dblp.uni-trier.de/db/conf/icann/

7

FGR

International Conference on Automatic Face and Gesture Recognition

IEEE

http://dblp.uni-trier.de/db/conf/fgr/

8

ICDAR

International Conference on Document Analysis and Recognition

IEEE

http://dblp.uni-trier.de/db/conf/icdar/

9

ILP

International Conference on Inductive Logic Programming

Springer

http://dblp.uni-trier.de/db/conf/ilp/

10

KSEM

International conference on Knowledge Science,Engineering and Management

Springer

http://dblp.uni-trier.de/db/conf/ksem/

11

ICONIP

International Conference on Neural Information Processing

Springer

http://dblp.uni-trier.de/db/conf/iconip/

12

ICPR

International Conference on Pattern Recognition

IEEE

http://dblp.uni-trier.de/db/conf/icpr/

13

ICB

International Joint Conference on Biometrics

IEEE

http://dblp.uni-trier.de/db/conf/icb/

14

IJCNN

International Joint Conference on Neural Networks

IEEE

http://dblp.uni-trier.de/db/conf/ijcnn/

15

PRICAI

Pacific Rim International Conference on Artificial Intelligence

Springer

http://dblp.uni-trier.de/db/conf/pricai/

16

NAACL

The Annual Conference of the North American Chapter of the Associationfor Computational Linguistics

NAACL

http://dblp.uni-trier.de/db/conf/naacl/

17

BMVC

British Machine Vision Conference

British Machine Vision Association

http://dblp.uni-trier.de/db/conf/bmvc/

18

IROS

IEEE\RSJ International Conference on Intelligent Robots and Systems

IEEE

http://dblp.uni-trier.de/db/conf/iros/

19

AISTATS

Artificial Intelligence and Statistics

JMLR

http://dblp.uni-trier.de/db/conf/aistats/

20

ACML

Asian Conf. on Machine Learning

JMLR

http://dblp.uni-trier.de/db/conf/acml/

高潮

Amusi 已经将上述清单下载好了,各位童鞋只需要在CVer公众号后台回复:CCF人工智能。就可以获得下载链接,就可以徜徉在学术的海洋里了~

原文发布于微信公众号 - CVer(CVerNews)

原文发表时间:2018-05-30

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