計算機視覺方向的一些頂級會議和期刊
計算機視覺、IP、AI方向的一些頂級會議和期刊
Computer Vision
Conf.:
Best: ICCV, Inter. Conf. on Computer Vision
CVPR, Inter. Conf. on Computer Vision and Pattern Recognition
Good: ECCV, Euro. Conf. on Comp. Vision
ICIP, Inter. Conf. on Image Processing
ICPR, Inter. Conf. on Pattern Recognition
Jour.:
Best: PAMI, IEEE Trans. on Patt. Analysis and Machine Intelligence
IJCV, Inter. Jour. on Comp. Vision
Good: CVIU, Computer Vision and Image Understanding
PR, Pattern Reco.
Network
Conf.:
ACM/SigCOMM ACM Special Interest Group of Communication..
ACM/SigMetric 這個系統方面也有不少的
Info Com 幾百人的大會,不如ACM/SIG的精。
Globe Com 這個就很一般了,不過有時候會有一些新的想法提出來。
Jour.:
ToN (ACM/IEEE Transaction on Network)
A.I.
Conf.:
AAAI: American Association for Artificial Intelligence
ACM/SigIR: 這個是IR方面的,可能DB/AI的人都有
IJCAI: International Joint Conference on Artificial Intelligence
NIPS: Neural Information Processing Systems
ICML: International Conference on Machine Learning
Jour.:
Machine Learning
NEURAL COMPUTATION: 這個的影響因子在AI裡最高,2000年為1.921
ARTIFICIAL INTELLIGENCE: 1.683(2000年的資料,下同)
PAMI: 1.668
IEEE TRANSACTIONS ON FUZZY SYSTEMS: 1.597
IEEE TRANSACTIONS ON NEURAL NETWORKS: 1.395
AI MAGAZINE: 1.044
NEURAL NETWORKS: 1.019
PATTERN RECOGNITION: 0.781
IMAGE AND VISION COMPUTING: 0.616
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING: 0.465
APPLIED INTELLIGENCE: 0.268
Conf.:
SOSP: The ACM Symposium on Operating Systems Principles
(2年一次,想中一篇太難了)
OSDI: USENIX Symposium on Operating Systems Design and Implementation
Database
Conf.:
ACM SIGMOD
VLDB:International Conference on Very Large Data Bases
ICDE:International Conference on Data Engineering
//這三個會議並稱為資料庫方向的三大頂級會議
Security
Conf.:
IEEE Security and Privacy
CCS: ACM Computer and Communications Security
NDSS (Network and Distributed Systems Security)
Web
Conf.:
WWW(International World Wide Web Conference)
Theory
Conf.:
STOC
FOCS
EDA
Conf.:
Best:
DAC: IEEE/ACM Design Automation Conference
ICCAD: IEEE International Conference on Computer Aided Design
Good:
ISCAS: IEEE International Symposium on Circuits And Systems
ISPD: IEEE International Symposium on Physical Design
ICCD: IEEE International Conference on Computer Design
ASP-DAC: European Design Automation Conference
E-DAC: Asia and South Pacific Design Automation Conference
備註:x-DAC有很多,是地區性最高階DAC會議,上面兩個影響最廣。
而且每年收錄的論文大部分還是來自美國大學/研究所。
Graphics
Conf.:
Best:
Siggraph: ACM SigGraph
Good:
Euro Graph
Jour.:
IEEE(ACM) Trans. on Graphics
IEEE Trans. on Visualization and Computer Graphics
CAD
Jour.:
CAD
CAGD
SE
conf.:
ICSE The International Conference on Software Engineering
FSE The Foundations of Software Engineering Conferences
ICASE IEEE International Conference on Automated Software Engineering
COMPSAC International Computer Software and Applications Conferences
ESEC The European Software Engineering Conferences
Jour.:
SEN ACM SIGSOFT Software Engineering Notes
TSE IEEE Transactions on Software Engineering
ASE Automated Software Engineering
SPE Software-Practice and Experience
部分ai刊物影響因子05 SCI IF
2005 2004
JMLR 4.027 5.952
PAMI 3.810 4.352
TOIS 4.529 4.097
AIJ 2.638 3.570
MLJ 3.108 3.258
ECJ 1.568 3.206
TEvC 3.257 3.688
IJCV 3.657 2.914
DMKD 2.105 2.800
NCJ 2.591 2.364
TNN 2.205 2.178
PR 2.153 2.176
Alife 1.857 2.150
JASIST 1.583 2.086
JAIR 2.247 2.045
CIJ 0.850 1.923
NNJ 1.665 1.736
TFS 1.701 1.373
TKDE 1.758 1.243
IRJ 2.036 1.231
AIIM 1.882 1.124
TSMCB 1.108 1.052
AICom 0.612 0.738
AIRev 0.868 0.562