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■Annotated Database (Hand, Meat, LV Cardiac, IMM face) (http://www2.imm.dtu.dk/~aam/) ■AR Face Database (http://cobweb.ecn.purdue.edu/~aleix/aleix_face_DB.html) ■BioID Face Database (http://www.bioid.com/downloads/facedb/index.php) ■Caltech Computational Vision Group Archive (Cars, Motorcycles, Airplanes, Faces, Leaves, Background) (http://www.vision.caltech.edu/html-files/archive.html) ■Carnegie Mellon Image Database (motion, stereo, face, car, ...) (http://vasc.ri.cmu.edu/idb/) ■CAS-PEAL Face Database (http://www.jdl.ac.cn/peal/index.html) ■CMU Cohn-Kanade AU-Coded Facial Expression Database (http://www.ri.cmu.edu/projects/project_421.html ■CMU Face Detection Databases (http://www.ri.cmu.edu/projects/project_419.html) ■CMU Face Expression Database (http://amp.ece.cmu.edu/projects/FaceAuthentication/download.htm) ■CMU Face Pose, Illumination, and Expression (PIE) Database (http://www.ri.cmu.edu/projects/project_418.html) ■CMU VASC Image Database (motion, road sequences, stereo, CIL’s stereo data with ground truth, JISCT, face, face expressions, car) (http://www.ius.cs.cmu.edu/idb/) ■Content-based Image Retrieval Database (http://www.cs.washington.edu/research/imagedatabase/groundtruth/) ■Face Video Database of the Max Planck Institute for Biological Cybernetics (http://vdb.kyb.tuebingen.mpg.de/) ■FERET Database (http://www.frvt.org/) ■FERET Color Database (http://www.itl.nist.gov/iad/humanid/colorferet/home.html http://face.nist.gov/colorferet/ ) ■Georgia Tech Face Database (http://www.anefian.com/face_reco.htm) ■German Fingerspelling Database (http://www.anefian.com/face_reco.htm ) ■Indian Face Database (http:// www.cs.umass.edu/~vidit/IndianFaceDatabase) ■MIT-CBCL Car Database (http://cbcl.mit.edu/software-datasets/CarData.html) ■MIT-CBCL Face Recognition Database (http://cbcl.mit.edu/software-datasets/heisele/facerecognition-database.html) ■MIT-CBCL Face Databases (http://cbcl.mit.edu/software-datasets/FaceData2.html) ■MIT-CBCL Pedestrian Database (http://cbcl.mit.edu/software-datasets/PedestrianData.html) ■MIT-CBCL Street Scenes Database (http://cbcl.mit.edu/software-datasets/streetscenes/) ■NIST/Equinox Visible and Infrared Face Image Database (http://www.equinoxsensors.com/products/HID.html) ■NIST Fingerprint Data at Columbia (Link) ■ORL Database of Faces (http://www.cl.cam.ac.uk/research/dtg/attarchive/facedatabase.html) ■Rutgers Skin Texture Database (http://www.caip.rutgers.edu/rutgers_texture/) ■The Japanese Female Facial Expression (JAFFE) Database (http://www.kasrl.org/jaffe.html ■The Ohio State University SAMPL Image Database (3D, still, motion) (http://sampl.ece.ohio-state.edu/database.htm) ■The University of Oulu Physics-Based Face Database (http://www.ee.oulu.fi/research/imag/color/pbfd.html) ■UMIST Face Database (http://images.ee.umist.ac.uk/danny/database.html) ■USF Range Image Data (with ground truth) (http://marathon.csee.usf.edu/range/DataBase.html) ■Usenix Face Database (hundreds of images, several formats) (Link) ■UCI Machine Learning Repository (http://www1.ics.uci.edu/~mlearn/MLSummary.html) ■USC-SIPI Image Database (collection of digitized images) (http://sipi.usc.edu/services/database/Database.html) ■UCD VALID Database (multimodal for still face, audio, and video) (http://ee.ucd.ie/validdb/) ■UCD Color Face Image (UCFI) Database for Face Detection (http://ee.ucd.ie/~prag/) ■UCL M2VTS Multimodal Face Database (http://www.tele.ucl.ac.be/PROJECTS/M2VTS/m2fdb.html) ■Vision Image Archive at UMass (sequences, stereo, medical, indoor, outlook, road, underwater, aerial, satellite, space and more) (http://sipi.usc.edu/database/) ■Where can I find Lenna and other images? (http://www.faqs.org/faqs/compression-faq/part1/section-30.html) ■Yale Face Database (http://cvc.yale.edu/projects/yalefaces/yalefaces.html) ■Yale Face Database B (http://cvc.yale.edu/projects/yalefaces/yalefaces.html)
目前人脸识别领域常用的人脸数据库主要有: 1. FERET人脸数据库[2] 由FERET项目创建,包含14,051张多姿态,光照的灰度人脸图像,是人脸识别领域应用最广泛 的人脸数据库之一.其中的多数人是西方人,每个人所包含的人脸图像的变化比较单一. 2. MIT人脸数据库[4] 由麻省理工大学媒体实验室创建,包含16位志愿者的2,592张不同姿态,光照和大小的面部图像. 3. Yale人脸数据库[5] 由耶鲁大学计算视觉与控制中心创建,包含15位志愿者的165张图片,包含光照,表情和姿态 的变化. 4. Yale人脸数据库B[6] 包含了10个人的5,850幅多姿态,多光照的图像.其中的姿态和光照变化的图像都是在严格控制 的条件下采集的,主要用于光照和姿态问题的建模与分析.由于采集人数较少,该数据库的进一步应 用受到了比较大的限制. 5. PIE人脸数据库[7] 由美国卡耐基梅隆大学创建,包含68位志愿者的41,368张多姿态,光照和表情的面部图像.其 中的姿态和光照变化图像也是在严格控制的条件下采集的,目前已经逐渐成为人脸识别领域的一个重 要的测试集合. 6. ORL人脸数据库[8] 由剑桥大学AT&T实验室创建,包含40人共400张面部图像,部分志愿者的图像包括了姿态, 表情和面部饰物的变化.该人脸库在人脸识别研究的早期经常被人们采用,但由于变化模式较少,多 数系统的识别率均可以达到90%以上,因此进一步利用的价值已经不大. 7. PF01人脸数据库[9] 由韩国浦项科技大学创建,包含103人的1,751张不同光照,姿态,表情的面部图像,志愿者以 韩国人为主. 8. AR人脸数据库[10] 由西班牙巴塞罗那计算机视觉中心建立,包含116人的3,288幅图像.采集环境中的摄像机参数, 光照环境,摄像机距离等都是严格控制的. 9. BANCA人脸数据库[11] 该数据库是欧洲BANCA计划的一部分,包含了208人,每人12幅不同时间段的面部图像. 10. KFDB人脸数据库[12] 包含了1,000人,共52,000幅多姿态,多光照,多表情的面部图像,其中姿态和光照变化的图像 是在严格控制的条件下采集的.志愿者以韩国人为主. 11. MPI人脸数据库[13] 该人脸数据库包含了200人的头部3维结构数据和1,400幅多姿态的人脸图像. 12. XM2VTS人脸数据库[14] 包含了295人在4个不同时间段的图像和语音视频片断.在每个时间段,每人被记录了2个头部 旋转的视频片断和6个语音视频片断.此外,其中的293人的3维模型也可得到.
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用matlab求出的广义特征向量是怎么归一化的,A相对B的广义特征向量v的二范数本身是1,还是(V^T)*B*V=1? 在Locality Preserving Projections的老版本程序中,Deng Cai老师的实现版本第160行有 for i = 1:size(eigvector,2) eigvector(:,i) = eigvector(:,i)./norm(eigvector(:,i)); end
2010年7月29号Ling Zhu的qq聊天记录: 21:13:30 matlab没有归一化,但如果B正定对称,它是用cholesky转化为标准对称特征分解问题,调用LAPACK的DSYEV函数,所以自然就关于B归一化了,如果B不正定,调用QZ的话就不知道是不是这样了 21:18:30 刚刚试了一下,B不正定但对称时就不是了,果然和调用子程序有关
在做人脸识别的时候经常与协方差矩阵打交道,但一直也只是知道其形式,而对其意义却比较模糊,现在我根据单变量的协方差给出协方差矩阵的详细推导以及在不同应用背景下的不同形式。
变量说明:
设为一组随机变量,这些随机变量构成随机向量 ,每个随机变量有m个样本,则有样本矩阵
(1)
其中 对应着每个随机向量X的样本向量, 对应着第i个随机单变量的所有样本值构成的向量。
单随机变量间的协方差:
随机变量 之间的协方差可以表示为
(2)
根据已知的样本值可以得到协方差的估计值如下:
(3)
可以进一步地简化为:
(4)
协方差矩阵:
(5)
其中 ,从而得到了协方差矩阵表达式。
如果所有样本的均值为一个零向量,则式(5)可以表达成:
(6)
补充说明:
1、协方差矩阵中的每一个元素是表示的随机向量X的不同分量之间的协方差,而不是不同样本之间的协方差,如元素Cij就是反映的随机变量Xi, Xj的协方差。
2、协方差是反映的变量之间的二阶统计特性,如果随机向量的不同分量之间的相关性很小,则所得的协方差矩阵几乎是一个对角矩阵。对于一些特殊的应用场合,为了使随机向量的长度较小,可以采用主成分分析的方法,使变换之后的变量的协方差矩阵完全是一个对角矩阵,之后就可以舍弃一些能量较小的分量了(对角线上的元素反映的是方差,也就是交流能量)。特别是在模式识别领域,当模式向量的维数过高时会影响识别系统的泛化性能,经常需要做这样的处理。
3、必须注意的是,这里所得到的式(5)和式(6)给出的只是随机向量协方差矩阵真实值的一个估计(即由所测的样本的值来表示的,随着样本取值的不同会发生变化),故而所得的协方差矩阵是依赖于采样样本的,并且样本的数目越多,样本在总体中的覆盖面越广,则所得的协方差矩阵越可靠。
4、如同协方差和相关系数的关系一样,我们有时为了能够更直观地知道随机向量的不同分量之间的相关性究竟有多大,还会引入相关系数矩阵。
本文来自CSDN博客,转载请标明出处:http://blog.csdn.net/faceRec/archive/2007/07/18/1697362.aspx
有关聚类的matlab函数:kmeans 以下论文均使用两个相同的指标(the accuracy (AC),the normalized mutual information metric):Document Clustering Using Locality Preserving Indexing;Sparse Projections over Graph;Regularized Locality Preserving Indexing via Spectral Regression(I have only detailed notes in this paper)
Windows 10On Jan 5, 2020, I updated my system from Windows 7 to Windows 10. (1) How can we change the language from Chinese to English? Settings -> Time & Language -> Language -> Add a Windows display language in Microsoft Store -> English (United States) (2) How can we change the resolution (分辨率)? On Jan 6, 2020, I came to the office, connect the big screen in the office, and find that I can not change the Display resolution (显示分辨率). Settings -> System -> Display (显示) -> Multiple displays (多显示器设置) ->Duplicate these displays (复制这些显示器) -> change the size of text, apps, and other items (更改文本、应用等项目的大小) -> 125%。Multiple displays (多显示器设置) -> Show only on 2 (仅在2上显示) (3) win10如何设置文件夹视图并应用到所有的文件夹: https://jingyan.baidu.com/article/358570f65b85dcce4724fcfa.html. (4) S elect a file to preview框怎么去除 https://zhidao.baidu.com/question/559911056780723804.html Windows 7 (1)windows 7的问题:如果不小心点到 安全删除硬件并弹出媒体 选择 弹出Broadcom Netlink(TM) Gigabit Ethernet,网络就会断开,此时如果重启电脑,网络就会自然重新连上,有没有不需要重启的办法? (2)windows 7的优点:不用重装系统,即可改变分区大小。在管理->计算机管理->磁盘管理 里面 就可以直接进行。刚来的电脑,只有两个分区,如何使C盘的空间增加?在设备管理器,将另外一个盘删除,再c盘扩展卷即可。qianshen wu和xiaoju zheng都讲要是连续的盘才行,比如C盘和D盘,C盘和E盘就不行 (3) 如何让windows7不安装某个更新? 更新里面,选择查看可用更新,然后右键点击更新就可以选择隐藏更新(http://zhidao.baidu.com/link?url=FsUmycuF1X8M5J5NWoseB_wpYu2iMYyCihlbabIKYuvOxA_MbeCVY3wf_wyY5Y2BAp4hvrCaARsocMwAQWUlsa) (4) WIN7系统要怎么修复? 连续几天早上起来启动电脑,都发现桌面背景有问题,主题没法更改。20150611上午经过如下修复,20150612没有问题了
点QQ上的消息管理器 选好要导出的聊天记录 有导入和导出这个选项 选导出 保存的时候选择不同的文件类型 加密格式,tml格式,txt格式。可以选择“ 导出全部消息记录”。https://zhidao.baidu.com/question/1175560966805452619.html, “导出全部消息记录”,这个介绍得很清楚。 Reference: https://kf.qq.com/faq/161230MfMfqy161230q2ENVr.htmlhttps://jingyan.baidu.com/article/4d58d541fad87addd5e9c066.html
Google search: 怎么导出微信电脑聊天记录,就有 方法 - 打开电脑版微信左下角的三道杠,选中备份与恢复。
- 在弹出的窗口中选择备份聊天记录到电脑。
- 系统提示需要手机上确认,请在手机微信端进行确认即可进入下一步。
- 此时备份信息中,请耐心等待。
- 备份完毕后可以点击管理备份文件,查看备份文件所在位置。
- 当更换手机后,即可以通过以上操作,将记录恢复到手机上了。
2017年10月22日 20191214通过这种方式,还没备份全,文件就有4个多G,我感觉这是将手机上的所有wechat聊天记录都进行备份。我感觉重装电脑的系统,不进行如上操作无所谓,以上备份手机的聊天记录,电脑上应该没有手机上那么多聊天记录 [zz]如何导出msn聊天记录! 不用导出的,只要你设置了保存聊天记录 在C:\Documents and Settings\你的操作系统登陆帐户名\My Documents\我接收到的文件\你的msn登陆帐户名\历史记录 目录下所有的xml文件都是,每个文件表示你和一个人的聊天内容
百度 国家知识产权局专利检索 , 就可以搜索 发明( 设计 )人 之类,但保存时都是图片格式,怎么才能获得单个的pdf文件? 到中国知网可以搜索到CAJ文件,但合肥分院没有购买。 百度 国家知识产权局专利检索 能检索的未必代表授权 要看有没有 审定授权说明书,有的只有公开说明书,没有审定授权说明书,那说明没被授权 在百度上搜索 关键字 专利 发表论文 就能搜索到下面的文章(来源于国家知识产权局网站) 同一主题论文发表对专利授权的影响 阅读提示 科技人员作出研究以后,都希望成果尽早以论文形式发表,而现在许多人还会选择将科研成果申请专利,以知识产权的法律形式将成果保护起来。大量事实证明,论文发表的时机如果不当,极有可能造成科研成果丧失新颖性,对专利授权带来负面影响。本文通过分析,提醒广大科技工作者当科研成果作出以后的后续保护行为及应注意的问题。
科技成果一般采用验收、报奖、登记制度及学术论文为评价方式,其中科技论文是由科技工作者对其创造研究进行理论分析和科学总结的智力成果,科技论文的数量以及出版社等级可以用来评定科技人员的职称,且作为考核科研机构的标准。科学技术人员作出其研究以后,都希望成果尽早以论文形式发表;而将科研成果申请专利是将成果以知识产权的法律形式保护起来。
论文发表的时机不当对专利授权带来负面影响
广大科技人员有发表论文的积极性的同时,却往往忽略了一个问题:即将科研成果以知识产权的法律形式保护起来的时间。一般情况下论文发表在专利申请之前,该论文的发表对专利申请的审查会带来负面影响,即与专利申请同一主题的论文,在申请日前一旦发表公开就会破坏之后的专利申请的新颖性,导致因该专利技术失去了新颖性而不能取得专利权,即申请专利的公开使其成为公有技术,影响了以后的专利授权,从而丢失了本来能得到、应得到且想得到的权利。常忽略的另一个问题是:也有些科技人员不大清楚自己的研究成果就是发明创造,只知道抢先一步发表论文,尽量做到及时、准确和完整,不知道申请专利,从而因“拱手奉献”、与他人“共享”而丢失了可以法律形式明确的、本来属于自己的权利。
提请科技人员注意的是:虽然专利申请前发表论文对专利申请有负面影响,但申请专利并不影响申请后论文的在后发表,从专利新颖性的角度考虑,慎重选择论文发表的时间,确保论文发表的时间要在专利申请之后,即申请专利在先,论文发表在后才是权宜之计,因为这样做专利的新颖性和创造性不受影响,也避免了实用新型(不实审)专利事后被别人提出无效请求的可能,使科研论文成果得到著作权和专利权的双重保护。
论文发表和专利申请应注意的问题
第一,做好技术保密
商业秘密、科技论文作品著作权和专利均属于人类智力活动的成果,属知识产权保护内容。根据《中华人民共和国反不正当竞争法》第十条和《国家工商行政管理局关于禁止侵犯商业秘密行为的若干规定(98)修订》第二条的定义:商业秘密,是指不为公众所知悉、能为权利人带来经济利益、具有实用性并经权利人采取保密措施的技术信息和经营信息。其中的技术信息是指秘诀、工艺流程、设计图纸、技术情报科学方面的专有知识。
不管是论文发表还是专利申请都涉及保留商业秘密的问题。两者均要公开进入公共领域,会被公众所利用,因此,基于知识产权战略和商业秘密两方面的考虑,可在适当保留技术秘密的前提下对其成果进行公开。当然要在使发表的论文具有独创性或申请的专利能授权的基础上再进行战略性的取舍,这是广大科技工作者应该重视的问题。
另外,还需要考虑的是,不是任何研究的成果都必须发表论文或申请专利,比如美国“可口可乐”配方作为商业秘密,至今已保密了100多年,如果申请专利或是发表论文,这一技术早已公之于众了。
发明人对自己的新技术是选择技术秘密或专利保护取决于各种因素,发明人可以综合考虑以上的各点,作出自己的选择。如果某种技术他人很难发现,作为商业秘密保护也会带来很多的利益。
第二,选好论文及专利申请的立题角度
如果论文急需发表,来不及申请专利,为避免问题的发生,要保证论文内容不要和专利保护方案重叠。论文可重点对成果进行理论分析和取得的应用效果上进行科学的总结,回避专利将要保护的结构和方法内容。只要论文立题的角度和专利方案不发生重叠,也可先发表论文,因其内容不影响在后专利申请的新颖性,专利申请也会因符合专利法而授权。(知识产权报 韩 萍 周秀梅)
08-01-15
DISCLAIMER:
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- The ranking of conferences are taken mostly from an informal external source. The detailed procedure behind the ranking is unknown to the author. These rankings do not necessarily represent my personal view either.
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- There is a possibility that some of the rankings may not be accurate, may not reflect current status of the conferences accurately, may not be complete, and there is no copyright. If you are looking for a scientifically accurate ranking please disregard this page. The author does not bear any responsibility if the ranking is inaccurate.
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- If you think this ranking offends you for some reason (e.g., you are not satisfied with the ranking of your conference), please just ignore the list. This is not an OFFICIAL list. This is ONLY FOR REFERENCE.
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- Some conferences accept multiple categories of papers. The rankings below are for the most prestigious category of paper at a given conference. All other categories should be treated as "unranked".
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AREA: Databases
Rank 1:
SIGMOD: ACM SIGMOD Conf on Management of Data PODS: ACM SIGMOD Conf on Principles of DB Systems VLDB: Very Large Data Bases ICDE: Intl Conf on Data Engineering
CIKM: Intl. Conf on Information and Knowledge Management ICDT: Intl Conf on Database Theory
Rank 2:
SSD: Intl Symp on Large Spatial Databases DEXA: Database and Expert System Applications FODO: Intl Conf on Foundation on Data Organization EDBT: Extending DB Technology DOOD: Deductive and Object-Oriented Databases DASFAA: Database Systems for Advanced Applications SSDBM: Intl Conf on Scientific and Statistical DB Mgmt CoopIS - Conference on Cooperative Information Systems ER - Intl Conf on Conceptual Modeling (ER)
Rank 3:
COMAD: Intl Conf on Management of Data BNCOD: British National Conference on Databases ADC: Australasian Database Conference ADBIS: Symposium on Advances in DB and Information Systems DaWaK - Data Warehousing and Knowledge Discovery RIDE Workshop IFIP-DS: IFIP-DS Conference IFIP-DBSEC - IFIP Workshop on Database Security NGDB: Intl Symp on Next Generation DB Systems and Apps ADTI: Intl Symp on Advanced DB Technologies and Integration FEWFDB: Far East Workshop on Future DB Systems MDM - Int. Conf. on Mobile Data Access/Management (MDA/MDM) VDB - Visual Database Systems IDEAS - International Database Engineering and Application Symposium
Others:
ARTDB - Active and Real-Time Database Systems CODAS: Intl Symp on Cooperative DB Systems for Adv Apps DBPL - Workshop on Database Programming Languages EFIS/EFDBS - Engineering Federated Information (Database) Systems KRDB - Knowledge Representation Meets Databases NDB - National Database Conference (China) NLDB - Applications of Natural Language to Data Bases FQAS - Flexible Query-Answering Systems IDC(W) - International Database Conference (HK CS) RTDB - Workshop on Real-Time Databases SBBD: Brazilian Symposium on Databases WebDB - International Workshop on the Web and Databases WAIM: Interational Conference on Web Age Information Management DASWIS - Data Semantics in Web Information Systems DMDW - Design and Management of Data Warehouses DOLAP - International Workshop on Data Warehousing and OLAP DMKD - Workshop on Research Issues in Data Mining and Knowledge Discovery KDEX - Knowledge and Data Engineering Exchange Workshop NRDM - Workshop on Network-Related Data Management MobiDE - Workshop on Data Engineering for Wireless and Mobile Access MDDS - Mobility in Databases and Distributed Systems MEWS - Mining for Enhanced Web Search TAKMA - Theory and Applications of Knowledge MAnagement WIDM: International Workshop on Web Information and Data Management W2GIS - International Workshop on Web and Wireless Geographical Information Systems CDB - Constraint Databases and Applications DTVE - Workshop on Database Technology for Virtual Enterprises IWDOM - International Workshop on Distributed Object Management OODBS - Workshop on Object-Oriented Database Systems PDIS: Parallel and Distributed Information Systems
AREA: Artificial Intelligence and Related Subjects
Rank 1:
AAAI: American Association for AI National Conference CVPR: IEEE Conf on Comp Vision and Pattern Recognition IJCAI: Intl Joint Conf on AI ICCV: Intl Conf on Computer Vision ICML: Intl Conf on Machine Learning KDD: Knowledge Discovery and Data Mining KR: Intl Conf on Principles of KR & Reasoning NIPS: Neural Information Processing Systems UAI: Conference on Uncertainty in AI AAMAS: Intl Conf on Autonomous Agents and Multi-Agent Systems (past: ICAA) ACL: Annual Meeting of the ACL (Association of Computational Linguistics)
Rank 2:
NAACL: North American Chapter of the ACL AID: Intl Conf on AI in Design AI-ED: World Conference on AI in Education CAIP: Inttl Conf on Comp. Analysis of Images and Patterns CSSAC: Cognitive Science Society Annual Conference ECCV: European Conference on Computer Vision EAI: European Conf on AI EML: European Conf on Machine Learning GECCO: Genetic and Evolutionary Computation Conference (used to be GP) IAAI: Innovative Applications in AI ICIP: Intl Conf on Image Processing ICNN/IJCNN: Intl (Joint) Conference on Neural Networks ICPR: Intl Conf on Pattern Recognition ICDAR: International Conference on Document Analysis and Recognition ICTAI: IEEE conference on Tools with AI AMAI: Artificial Intelligence and Maths DAS: International Workshop on Document Analysis Systems WACV: IEEE Workshop on Apps of Computer Vision COLING: International Conference on Computational Liguistics EMNLP: Empirical Methods in Natural Language Processing EACL: Annual Meeting of European Association Computational Lingustics CoNLL: Conference on Natural Language Learning DocEng: ACM Symposium on Document Engineering IEEE/WIC International Joint Conf on Web Intelligence and Intelligent Agent Technology ICDM - IEEE International Conference on Data Mining
Rank 3:
PRICAI: Pacific Rim Intl Conf on AI AAI: Australian National Conf on AI ACCV: Asian Conference on Computer Vision AI*IA: Congress of the Italian Assoc for AI ANNIE: Artificial Neural Networks in Engineering ANZIIS: Australian/NZ Conf on Intelligent Inf. Systems CAIA: Conf on AI for Applications CAAI: Canadian Artificial Intelligence Conference ASADM: Chicago ASA Data Mining Conf: A Hard Look at DM EPIA: Portuguese Conference on Artificial Intelligence FCKAML: French Conf on Know. Acquisition & Machine Learning ICANN: International Conf on Artificial Neural Networks ICCB: International Conference on Case-Based Reasoning ICGA: International Conference on Genetic Algorithms ICONIP: Intl Conf on Neural Information Processing IEA/AIE: Intl Conf on Ind. & Eng. Apps of AI & Expert Sys ICMS: International Conference on Multiagent Systems ICPS: International conference on Planning Systems IWANN: Intl Work-Conf on Art & Natural Neural Networks PACES: Pacific Asian Conference on Expert Systems SCAI: Scandinavian Conference on Artifical Intelligence SPICIS: Singapore Intl Conf on Intelligent System PAKDD: Pacific-Asia Conf on Know. Discovery & Data Mining SMC: IEEE Intl Conf on Systems, Man and Cybernetics PAKDDM: Practical App of Knowledge Discovery & Data Mining WCNN: The World Congress on Neural Networks WCES: World Congress on Expert Systems ASC: Intl Conf on AI and Soft Computing PACLIC: Pacific Asia Conference on Language, Information and Computation ICCC: International Conference on Chinese Computing ICADL: International Conference on Asian Digital Libraries RANLP: Recent Advances in Natural Language Processing NLPRS: Natural Language Pacific Rim Symposium Meta-Heuristics International Conference
Rank 3:
ICRA: IEEE Intl Conf on Robotics and Automation NNSP: Neural Networks for Signal Processing ICASSP: IEEE Intl Conf on Acoustics, Speech and SP GCCCE: Global Chinese Conference on Computers in Education ICAI: Intl Conf on Artificial Intelligence AEN: IASTED Intl Conf on AI, Exp Sys & Neural Networks WMSCI: World Multiconfs on Sys, Cybernetics & Informatics LREC: Language Resources and Evaluation Conference AIMSA: Artificial Intelligence: Methodology, Systems, Applications AISC: Artificial Intelligence and Symbolic Computation CIA: Cooperative Information Agents International Conference on Computational Intelligence for Modelling, Control and Automation Pattern Matching ECAL: European Conference on Artificial Life EKAW: Knowledge Acquisition, Modeling and Management EMMCVPR: Energy Minimization Methods in Computer Vision and Pattern Recognition EuroGP: European Conference on Genetic Programming FoIKS: Foundations of Information and Knowledge Systems IAWTIC: International Conference on Intelligent Agents, Web Technologies and Internet Commerce ICAIL: International Conference on Artificial Intelligence and Law SMIS: International Syposium on Methodologies for Intelligent Systems IS&N: Intelligence and Services in Networks JELIA: Logics in Artificial Intelligence KI: German Conference on Artificial Intelligence KRDB: Knowledge Representation Meets Databases MAAMAW: Modelling Autonomous Agents in a Multi-Agent World NC: ICSC Symposium on Neural Computation PKDD: Principles of Data Mining and Knowledge Discovery SBIA: Brazilian Symposium on Artificial Intelligence Scale-Space: Scale-Space Theories in Computer Vision XPS: Knowledge-Based Systems I2CS: Innovative Internet Computing Systems TARK: Theoretical Aspects of Rationality and Knowledge Meeting MKM: International Workshop on Mathematical Knowledge Management ACIVS: International Conference on Advanced Concepts For Intelligent Vision Systems ATAL: Agent Theories, Architectures, and Languages LACL: International Conference on Logical Aspects of Computational Linguistics
AREA: Hardware and Architecture
Rank 1:
ASPLOS: Architectural Support for Prog Lang and OS ISCA: ACM/IEEE Symp on Computer Architecture ICCAD: Intl Conf on Computer-Aided Design DAC: Design Automation Conf MICRO: Intl Symp on Microarchitecture HPCA: IEEE Symp on High-Perf Comp Architecture
Rank 2:
FCCM: IEEE Symposium on Field Programmable Custom Computing Machines SUPER: ACM/IEEE Supercomputing Conference ICS: Intl Conf on Supercomputing ISSCC: IEEE Intl Solid-State Circuits Conf HCS: Hot Chips Symp VLSI: IEEE Symp VLSI Circuits CODES+ISSS: Intl Conf on Hardware/Software Codesign & System Synthesis DATE: IEEE/ACM Design, Automation & Test in Europe Conference FPL: Field-Programmable Logic and Applications CASES: International Conference on Compilers, Architecture, and Synthesis for Embedded Systems
Rank 3:
ICA3PP: Algs and Archs for Parall Proc EuroMICRO: New Frontiers of Information Technology ACS: Australian Supercomputing Conf ISC: Information Security Conference
Unranked:
Advanced Research in VLSI International Symposium on System Synthesis International Symposium on Computer Design International Symposium on Circuits and Systems Asia Pacific Design Automation Conference International Symposium on Physical Design International Conference on VLSI Design CANPC: Communication, Architecture, and Applications for Network-Based Parallel Computing CHARME: Conference on Correct Hardware Design and Verification Methods CHES: Cryptographic Hardware and Embedded Systems NDSS: Network and Distributed System Security Symposium NOSA: Nordic Symposium on Software Architecture ACAC: Australasian Computer Architecture Conference CSCC: WSES/IEEE world multiconference on Circuits, Systems, Communications & Computers ICN: IEEE International Conference on Networking Topology in Computer Science Conference
AREA: Applications and Media
Rank 1:
I3DG: ACM-SIGRAPH Interactive 3D Graphics SIGGRAPH: ACM SIGGRAPH Conference ACM-MM: ACM Multimedia Conference DCC: Data Compression Conf SIGMETRICS: ACM Conf on Meas. & Modelling of Comp Sys SIGIR: ACM SIGIR Conf on Information Retrieval PECCS: IFIP Intl Conf on Perf Eval of Comp \& Comm Sys WWW: World-Wide Web Conference
Rank 2:
IEEE Visualization EUROGRAPH: European Graphics Conference CGI: Computer Graphics International CANIM: Computer Animation PG: Pacific Graphics ICME: Intl Conf on MMedia & Expo NOSSDAV: Network and OS Support for Digital A/V PADS: ACM/IEEE/SCS Workshop on Parallel \& Dist Simulation WSC: Winter Simulation Conference ASS: IEEE Annual Simulation Symposium MASCOTS: Symp Model Analysis \& Sim of Comp \& Telecom Sys PT: Perf Tools - Intl Conf on Model Tech \& Tools for CPE NetStore: Network Storage Symposium MMCN: ACM/SPIE Multimedia Computing and Networking JCDL: Joint Conference on Digital Libraries
Rank 3:
ACM-HPC: ACM Hypertext Conf MMM: Multimedia Modelling DSS: Distributed Simulation Symposium SCSC: Summer Computer Simulation Conference WCSS: World Congress on Systems Simulation ESS: European Simulation Symposium ESM: European Simulation Multiconference HPCN: High-Performance Computing and Networking Geometry Modeling and Processing WISE DS-RT: Distributed Simulation and Real-time Applications IEEE Intl Wshop on Dist Int Simul and Real-Time Applications ECIR: European Colloquium on Information Retrieval Ed-Media IMSA: Intl Conf on Internet and MMedia Sys
Un-ranked:
DVAT: IS\&T/SPIE Conf on Dig Video Compression Alg \& Tech MME: IEEE Intl Conf. on Multimedia in Education ICMSO: Intl Conf on Modelling, Simulation and Optimisation ICMS: IASTED Intl Conf on Modelling and Simulation COTIM: Conference on Telecommunications and Information Markets DOA: International Symposium on Distributed Objects and Applications ECMAST: European Conference on Multimedia Applications, Services and Techniques GIS: Workshop on Advances in Geographic Information Systems IDA: Intelligent Data Analysis IDMS: Interactive Distributed Multimedia Systems and Telecommunication Services IUI: Intelligent User Interfaces MIS: Workshop on Multimedia Information Systems WECWIS: Workshop on Advanced Issues of E-Commerce and Web/based Information Systems WIDM: Web Information and Data Management WOWMOM: Workshop on Wireless Mobile Multimedia WSCG: International Conference in Central Europe on Computer Graphics and Visualization LDTA: Workshop on Language Descriptions, Tools and Applications IPDPSWPIM: International Workshop on Parallel and Distributed Computing Issues in Wireless Networks and Mobile Computing IWST: International Workshop on Scheduling and Telecommunications APDCM: Workshop on Advances in Parallel and Distributed Computational Models CIMA: International ICSC Congress on Computational Intelligence: Methods and Applications FLA: Fuzzy Logic and Applications Meeting ICACSD: International Conference on Application of Concurrency to System Design ICATPN: International conference on application and theory of Petri nets AICCSA: ACS International Conference on Computer Systems and Applications CAGD: International Symposium of Computer Aided Geometric Design Spanish Symposium on Pattern Recognition and Image Analysis International Workshop on Cluster Infrastructure for Web Server and E-Commerce Applications WSES ISA: Information Science And Applications Conference CHT: International Symposium on Advances in Computational Heat Transfer IMACS: International Conference on Applications of Computer Algebra VIPromCom: International Symposium on Video Processing and Multimedia Communications PDMPR: International Workshop on Parallel and Distributed Multimedia Processing & Retrieval International Symposium On Computational And Applied Pdes PDCAT: International Conference on Parallel and Distributed Computing, Applications, and Techniques Biennial Computational Techniques and Applications Conference Symposium on Advanced Computing in Financial Markets WCCE: World Conference on Computers in Education ITCOM: SPIE's International Symposium on The Convergence of Information Technologies and Communications Conference on Commercial Applications for High-Performance Computing MSA: Metacomputing Systems and Applications Workshop WPMC : International Symposium on Wireless Personal Multimedia Communications WSC: Online World Conference on Soft Computing in Industrial Applications HERCMA: Hellenic European Research on Computer Mathematics and its Applications PARA: Workshop on Applied Parallel Computing International Computer Science Conference: Active Media Technology IW-MMDBMS - Int. Workshop on Multi-Media Data Base Management Systems
AREA: System Technology
Rank 1:
SIGCOMM: ACM Conf on Comm Architectures, Protocols & Apps INFOCOM: Annual Joint Conf IEEE Comp & Comm Soc SPAA: Symp on Parallel Algms and Architecture PODC: ACM Symp on Principles of Distributed Computing PPoPP: Principles and Practice of Parallel Programming RTSS: Real Time Systems Symp SOSP: ACM SIGOPS Symp on OS Principles SOSDI: Usenix Symp on OS Design and Implementation CCS: ACM Conf on Comp and Communications Security IEEE Symposium on Security and Privacy MOBICOM: ACM Intl Conf on Mobile Computing and Networking USENIX Conf on Internet Tech and Sys ICNP: Intl Conf on Network Protocols PACT: Intl Conf on Parallel Arch and Compil Tech RTAS: IEEE Real-Time and Embedded Technology and Applications Symposium ICDCS: IEEE Intl Conf on Distributed Comp Systems
Rank 2:
CC: Compiler Construction IPDPS: Intl Parallel and Dist Processing Symp IC3N: Intl Conf on Comp Comm and Networks ICPP: Intl Conf on Parallel Processing SRDS: Symp on Reliable Distributed Systems MPPOI: Massively Par Proc Using Opt Interconns ASAP: Intl Conf on Apps for Specific Array Processors Euro-Par: European Conf. on Parallel Computing Fast Software Encryption Usenix Security Symposium European Symposium on Research in Computer Security WCW: Web Caching Workshop LCN: IEEE Annual Conference on Local Computer Networks IPCCC: IEEE Intl Phoenix Conf on Comp & Communications CCC: Cluster Computing Conference ICC: Intl Conf on Comm WCNC: IEEE Wireless Communications and Networking Conference CSFW: IEEE Computer Security Foundations Workshop
Rank 3:
MPCS: Intl. Conf. on Massively Parallel Computing Systems GLOBECOM: Global Comm ICCC: Intl Conf on Comp Communication NOMS: IEEE Network Operations and Management Symp CONPAR: Intl Conf on Vector and Parallel Processing VAPP: Vector and Parallel Processing ICPADS: Intl Conf. on Parallel and Distributed Systems Public Key Cryptosystems Annual Workshop on Selected Areas in Cryptography Australasia Conference on Information Security and Privacy Int. Conf on Inofrm and Comm. Security Financial Cryptography Workshop on Information Hiding Smart Card Research and Advanced Application Conference ICON: Intl Conf on Networks NCC: Nat Conf Comm IN: IEEE Intell Network Workshop Softcomm: Conf on Software in Tcomms and Comp Networks INET: Internet Society Conf Workshop on Security and Privacy in E-commerce
Un-ranked:
PARCO: Parallel Computing SE: Intl Conf on Systems Engineering (**) PDSECA: workshop on Parallel and Distributed Scientific and Engineering Computing with Applications CACS: Computer Audit, Control and Security Conference SREIS: Symposium on Requirements Engineering for Information Security SAFECOMP: International Conference on Computer Safety, Reliability and Security IREJVM: Workshop on Intermediate Representation Engineering for the Java Virtual Machine EC: ACM Conference on Electronic Commerce EWSPT: European Workshop on Software Process Technology HotOS: Workshop on Hot Topics in Operating Systems HPTS: High Performance Transaction Systems Hybrid Systems ICEIS: International Conference on Enterprise Information Systems IOPADS: I/O in Parallel and Distributed Systems IRREGULAR: Workshop on Parallel Algorithms for Irregularly Structured Problems KiVS: Kommunikation in Verteilten Systemen LCR: Languages, Compilers, and Run-Time Systems for Scalable Computers MCS: Multiple Classifier Systems MSS: Symposium on Mass Storage Systems NGITS: Next Generation Information Technologies and Systems OOIS: Object Oriented Information Systems SCM: System Configuration Management Security Protocols Workshop SIGOPS European Workshop SPDP: Symposium on Parallel and Distributed Processing TreDS: Trends in Distributed Systems USENIX Technical Conference VISUAL: Visual Information and Information Systems FoDS: Foundations of Distributed Systems: Design and Verification of Protocols conference RV: Post-CAV Workshop on Runtime Verification ICAIS: International ICSC-NAISO Congress on Autonomous Intelligent Systems ITiCSE: Conference on Integrating Technology into Computer Science Education CSCS: CyberSystems and Computer Science Conference AUIC: Australasian User Interface Conference ITI: Meeting of Researchers in Computer Science, Information Systems Research & Statistics European Conference on Parallel Processing RODLICS: Wses International Conference on Robotics, Distance Learning & Intelligent Communication Systems International Conference On Multimedia, Internet & Video Technologies PaCT: Parallel Computing Technologies workshop PPAM: International Conference on Parallel Processing and Applied Mathematics International Conference On Information Networks, Systems And Technologies AmiRE: Conference on Autonomous Minirobots for Research and Edutainment DSN: The International Conference on Dependable Systems and Networks IHW: Information Hiding Workshop GTVMT: International Workshop on Graph Transformation and Visual Modeling Techniques
AREA: Programming Languages and Software Engineering
Rank 1:
POPL: ACM-SIGACT Symp on Principles of Prog Langs PLDI: ACM-SIGPLAN Symp on Prog Lang Design & Impl OOPSLA: OO Prog Systems, Langs and Applications ICFP: Intl Conf on Function Programming JICSLP/ICLP/ILPS: (Joint) Intl Conf/Symp on Logic Prog ICSE: Intl Conf on Software Engineering FSE: ACM Conf on the Foundations of Software Engineering (inc: ESEC-FSE) FM/FME: Formal Methods, World Congress/Europe CAV: Computer Aided Verification
Rank 2:
CP: Intl Conf on Principles & Practice of Constraint Prog TACAS: Tools and Algos for the Const and An of Systems ESOP: European Conf on Programming ICCL: IEEE Intl Conf on Computer Languages PEPM: Symp on Partial Evalutation and Prog Manipulation SAS: Static Analysis Symposium RTA: Rewriting Techniques and Applications IWSSD: Intl Workshop on S/W Spec & Design CAiSE: Intl Conf on Advanced Info System Engineering SSR: ACM SIGSOFT Working Conf on Software Reusability SEKE: Intl Conf on S/E and Knowledge Engineering ICSR: IEEE Intl Conf on Software Reuse ASE: Automated Software Engineering Conference PADL: Practical Aspects of Declarative Languages ISRE: Requirements Engineering ICECCS: IEEE Intl Conf on Eng. of Complex Computer Systems IEEE Intl Conf on Formal Engineering Methods Intl Conf on Integrated Formal Methods FOSSACS: Foundations of Software Science and Comp Struct APLAS: Asian Symposium on Programming Languages and Systems MPC: Mathematics of Program Construction ECOOP: European Conference on Object-Oriented Programming ICSM: Intl. Conf on Software Maintenance HASKELL - Haskell Workshop
Rank 3:
FASE: Fund Appr to Soft Eng APSEC: Asia-Pacific S/E Conf PAP/PACT: Practical Aspects of PROLOG/Constraint Tech ALP: Intl Conf on Algebraic and Logic Programming PLILP: Prog, Lang Implentation & Logic Programming LOPSTR: Intl Workshop on Logic Prog Synthesis & Transf ICCC: Intl Conf on Compiler Construction COMPSAC: Intl. Computer S/W and Applications Conf TAPSOFT: Intl Joint Conf on Theory & Pract of S/W Dev WCRE: SIGSOFT Working Conf on Reverse Engineering AQSDT: Symp on Assessment of Quality S/W Dev Tools IFIP Intl Conf on Open Distributed Processing Intl Conf of Z Users IFIP Joint Int'l Conference on Formal Description Techniques and Protocol Specification, Testing, And Verification PSI (Ershov conference) UML: International Conference on the Unified Modeling Language
Un-ranked:
Australian Software Engineering Conference IEEE Int. W'shop on Object-oriented Real-time Dependable Sys. (WORDS) IEEE International Symposium on High Assurance Systems Engineering The Northern Formal Methods Workshops Formal Methods Pacific Int. Workshop on Formal Methods for Industrial Critical Systems JFPLC - International French Speaking Conference on Logic and Constraint Programming L&L - Workshop on Logic and Learning SFP - Scottish Functional Programming Workshop LCCS - International Workshop on Logic and Complexity in Computer Science VLFM - Visual Languages and Formal Methods NASA LaRC Formal Methods Workshop PASTE: Workshop on Program Analysis For Software Tools and Engineering TLCA: Typed Lambda Calculus and Applications FATES - A Satellite workshop on Formal Approaches to Testing of Software Workshop On Java For High-Performance Computing DSLSE - Domain-Specific Languages for Software Engineering FTJP - Workshop on Formal Techniques for Java Programs WFLP - International Workshop on Functional and (Constraint) Logic Programming FOOL - International Workshop on Foundations of Object-Oriented Languages SREIS - Symposium on Requirements Engineering for Information Security HLPP - International workshop on High-level parallel programming and applications INAP - International Conference on Applications of Prolog MPOOL - Workshop on Multiparadigm Programming with OO Languages PADO - Symposium on Programs as Data Objects TOOLS: Int'l Conf Technology of Object-Oriented Languages and Systems Australasian Conference on Parallel And Real-Time Systems PASTE: Workshop on Program Analysis For Software Tools and Engineering AvoCS: Workshop on Automated Verification of Critical Systems SPIN: Workshop on Model Checking of Software FemSys: Workshop on Formal Design of Safety Critical Embedded Systems Ada-Europe PPDP: Principles and Practice of Declarative Programming APL Conference ASM: Workshops on Abstract State Machines COORDINATION: Coordination Models and Languages DocEng: ACM Symposium on Document Engineering DSV-IS: Design, Specification, and Verification of Interactive Systems FMCAD: Formal Methods in Computer-Aided Design FMLDO: Workshop on Foundations of Models and Languages for Data and Objects IFL: Implementation of Functional Languages ILP: International Workshop on Inductive Logic Programming ISSTA: International Symposium on Software Testing and Analysis ITC: International Test Conference IWFM: Irish Workshop in Formal Methods Java Grande LP: Logic Programming: Japanese Conference LPAR: Logic Programming and Automated Reasoning LPE: Workshop on Logic Programming Environments LPNMR: Logic Programming and Non-monotonic Reasoning PJW: Workshop on Persistence and Java RCLP: Russian Conference on Logic Programming STEP: Software Technology and Engineering Practice TestCom: IFIP International Conference on Testing of Communicating Systems VL: Visual Languages FMPPTA: Workshop on Formal Methods for Parallel Programming Theory and Applications WRS: International Workshop on Reduction Strategies in Rewriting and Programming FATES: A Satellite workshop on Formal Approaches to Testing of Software FORMALWARE: Meeting on Formalware Engineering: Formal Methods for Engineering Software DRE: conference Data Reverse Engineering STAREAST: Software Testing Analysis & Review Conference Conference on Applied Mathematics and Scientific Computing International Testing Computer Software Conference Linux Showcase & Conference FLOPS: International Symposum on Functional and Logic Programming GCSE: International Conference on Generative and Component-Based Software Engineering JOSES: Java Optimization Strategies for Embedded Systems AADEBUG: Automated and Algorithmic Debugging AMAST: Algebraic Methodology and Software Technology
AREA: Algorithms and Theory
Rank 1:
STOC: ACM Symp on Theory of Computing FOCS: IEEE Symp on Foundations of Computer Science COLT: Computational Learning Theory LICS: IEEE Symp on Logic in Computer Science SCG: ACM Symp on Computational Geometry SODA: ACM/SIAM Symp on Discrete Algorithms SPAA: ACM Symp on Parallel Algorithms and Architectures ISSAC: Intl. Symp on Symbolic and Algebraic Computation CRYPTO: Advances in Cryptology
Rank 2:
EUROCRYPT: European Conf on Cryptography CONCUR: International Conference on Concurrency Theory ICALP: Intl Colloquium on Automata, Languages and Prog STACS: Symp on Theoretical Aspects of Computer Science CC: IEEE Symp on Computational Complexity WADS: Workshop on Algorithms and Data Structures MFCS: Mathematical Foundations of Computer Science SWAT: Scandinavian Workshop on Algorithm Theory ESA: European Symp on Algorithms IPCO: MPS Conf on integer programming & comb optimization LFCS: Logical Foundations of Computer Science ALT: Algorithmic Learning Theory EUROCOLT: European Conf on Learning Theory DSIC: Int'l Symp om Distributed Computing (formally WDAG: Workshop on Distributed Algorithms) ISTCS: Israel Symp on Theory of Computing and Systems ISAAC: Intl Symp on Algorithms and Computation FST&TCS: Foundations of S/W Tech & Theoretical CS LATIN: Intl Symp on Latin American Theoretical Informatics CADE: Conf on Automated Deduction IEEEIT: IEEE Symposium on Information Theory Asiacrypt
Rank 3:
MEGA: Methods Effectives en Geometrie Algebrique ASIAN: Asian Computing Science Conf CCCG: Canadian Conf on Computational Geometry FCT: Fundamentals of Computation Theory WG: Workshop on Graph Theory CIAC: Italian Conf on Algorithms and Complexity ICCI: Advances in Computing and Information AWTI: Argentine Workshop on Theoretical Informatics CATS: The Australian Theory Symp COCOON: Annual Intl Computing and Combinatorics Conf UMC: Unconventional Models of Computation MCU: Universal Machines and Computations GD: Graph Drawing SIROCCO: Structural Info & Communication Complexity ALEX: Algorithms and Experiments ALG: ENGG Workshop on Algorithm Engineering LPMA: Intl Workshop on Logic Programming and Multi-Agents EWLR: European Workshop on Learning Robots CITB: Complexity & info-theoretic approaches to biology FTP: Intl Workshop on First-Order Theorem Proving (FTP) CSL: Annual Conf on Computer Science Logic (CSL) AAAAECC: Conf On Applied Algebra, Algebraic Algms & ECC DMTCS: Intl Conf on Disc Math and TCS JCDCG: Japan Conference on Discrete and Computational Geometry
Un-ranked:
Information Theory Workshop CL: International Conference on Computational Logic COSIT: Spatial Information Theory ETAPS: European joint conference on Theory And Practice of Software ICCS: International Conference on Conceptual Structures ICISC: Information Security and Cryptology PPSN: Parallel Problem Solving from Nature SOFSEM: Conference on Current Trends in Theory and Practice of Informatics TPHOLs: Theorem Proving in Higher Order Logics WADT: Workshop on Algebraic Development Techniques TERM: THEMATIC TERM: Semigroups, Algorithms, Automata and Languages IMGTA: Italian Meeting on Game Theory and Applications DLT: Developments in Language Theory International Workshop on Discrete Algorithms and Methods for Mobile Computing and Communications APPROX: International Workshop on Approximation Algorithms for Combinatorial Optimization Problems WAE: Workshop on Algorithm Engineering CMFT: Computational Methods and Function Theory AWOCA: Australasian Workshop on Combinatorial Algorithms Fun with Algorithms Meeting ICTCS: Italian Conference on Theoretical Computer Science ComMaC: International Conference On Computational Mathematics TLCA: Typed Lambda Calculus and Applications DCAGRS: Workshop on Descriptional Complexity of Automata, Grammars and Related Structures
AREA: Biomedical
Rank 1:
RECOMB: Annual Intl Conf on Comp Molecular Biology
ISMB: International Conference on Intelligent Systems for Molecular Biology
Rank 2:
AMIA: American Medical Informatics Annual Fall Symposium DNA: Meeting on DNA Based Computers WABI: Workshop on Algorithms in Bioinformatics
Rank 3:
MEDINFO: World Congress on Medical Informatics International Conference on Sequences and their Applications ECAIM: European Conf on AI in Medicine APAMI: Asia Pacific Assoc for Medical Informatics Conf INBS: IEEE Intl Symp on Intell. in Neural & Bio Systems
Un-ranked:
MCBC: Wses conf on Mathematics And Computers In Biology And Chemistry KDDMBD - Knowledge Discovery and Data Mining in Biological Databases Meeting
AREA: Miscellaneous
Rank 1:
Rank 2:
CSCW: Conference on Computer Supported Cooperative Work (*)
Rank 3:
SAC: ACM/SIGAPP Symposium on Applied Computing ICSC: Internal Computer Science Conference ISCIS: Intl Symp on Computer and Information Sciences ICSC2: International Computer Symposium Conference ICCE: Intl Conf on Comps in Edu WCC: World Computing Congress PATAT: Practice and Theory of Automated Timetabling
Unranked:
ICCI: International Conference on Cognitive Informatics APISIT: Asia Pacific International Symposium on Information Technology CW: The International Conference on Cyberworlds Workshop on Open Hypermedia Systems Workshop on Middleware for Mobile Computing International Working Conference on Distributed Applications and Interoperable Systems ADL: Advances in Digital Libraries ADT: Specification of Abstract Data Type Workshops AVI: Working Conference on Advanced Visual Interfaces DL: Digital Libraries DLog: Description Logics ECDL: European Conference on Digital Libraries EDCC: European Dependable Computing Conference FroCos: Frontiers of Combining Systems FTCS: Symposium on Fault-Tolerant Computing IFIP World Computer Congress INTEROP: Interoperating Geographic Information Systems IO: Information Outlook IQ: MIT Conference on Information Quality IUC: International Unicode Conference IWMM: International Workshop on Memory Management MD: IEEE Meta-Data Conference Middleware MLDM: Machine Learning and Data Mining in Pattern Recognition POS: Workshop on Persistent Object Systems SCCC: International Conference of the Chilean Computer Science Society SPIRE: String Processing and Information Retrieval TABLEAUX: Analytic Tableaux and Related Methods TIME Workshops TREC: Text REtrieval Conference UIDIS: User Interfaces to Data Intensive Systems VRML Conference AFIPS: American Federation of Information Processing Societies ACSC: Australasian Computer Science Conference CMCS: Coalgebraic Methods in Computer Science BCTCS: British Colloquium for Theoretical Computer Science IJCAR: The International Joint Conference on Automated Reasoning STRATEGIES: International Workshop on Strategies in Automated Deduction UNIF: International Workshop on Unification SOCO: Meeting on Soft Computing ConCoord: International Workshop on Concurrency and Coordination CIAA: International Conference on Implementation and Application of Automata Workshop on Information Stucture, Discourse Structure and Discourse Semantics RANDOM: International Workshop on Randomization and Approximation Techniques in Computer Science WMC: Workshop on Membrane Computing FI-CS: Fixed Points in Computer Science DC Computer Science Conference Workshop on Novel Approaches to Hard Discrete Optimization NALAC: Numerical Analysis, Linear Algebra And Computations Conference ICLSSC: International Conference on Large-Scale Scientific Computations ISACA : Information Systems Audit and Control Association International Conference ICOSAHOM: International Conference On Spectral And High Order Methods AIP: International Conference on Applied Inverse Problems: Theoretical and Computational Aspects ECCM: European Conference On Computational Mechanics Scicade: Scientific Computing and Differential Equation BMVC: British Machine Vision Conference COMEP: Euroconference On Computational Mechanics And Engineering Practis JCIS: Joint Conference on Information Sciences CHP: Compilers for High Performance conference SIAM Conference on Geometric Design and Computing
http://videolectures.net,例如输入Zoubin Coursera Machine learninghttps://www.coursera.org/learn/machine-learning/ I. Introduction (Week 1): watch more than twice (能闭目听懂,绝不再看) II. Linear Regression with One Variable (Week 1):已看一次,内容很容易,都已理解 III. Linear Algebra Review (Week 1, Optional):绝不看,都是基本内容。20160711看两次Lecture14 Dimensionality Reduction (Week 8)的ppt, understand completely,故视频暂不看。 IV. Linear Regression with Multiple Variables (Week 2)和Lecture6 Logistic Regression (Week 3), Lecture7 Regularization (Week 3), Lecture8 Neural Networks Representation (Week 4), Lecture9 Neural Networks Learning (Week 5), Lecture10 Advice for Applying Machine Learning (Week 6), Lecture11 Machine Learning System Design (Week 6), Lecture12 Support Vector Machines (Week 7), Lecture17 Large Scale Machine Learning (Week 10)已看两次,内容很容易,都已理解,绝不再看。Lecture12在20160711看完 Lecture5 Octave Tutorial暂不看(百度百科:Octave是一种高级语言,主要设计用来进行数值计算,它是MathWorks出品的Matlab商业软件的一个强有力的竞争产品。) 20150814将Lecture7 Regularization (Week 3)之前都已经复习两次,并且整理出复习提纲。20150830和20150904将Lecture 10分别复习一次,绝不再看。20150904和20150912将Lecture 11和Lecture 17分别复习一次,绝不再看。 下面看Lecture13 Clustering (Week 8) ,如果课件全懂,绝不看;一定得先看以前的模式笔记,Zhihua教材, Ming Zhu教材和笔记, Jian Pei笔记。
Lecture15 Anomaly Detection,Lecture16 Recommender Systems和Lecture18即是扩充知识面,又是练英语 学法:先看无字幕版,再看有字幕版,每个最少最少看两篇,直至闭目听懂。 一定认真听记笔记,很多课程都仅听一次 Valse QQ群:张兴国T-秋田大(582968216) 2017/8/31 6:39:18 吴恩达在  http://coursera.org/ 上的《神经网络和深度学习》这门课在网易云课堂上可以免费看了,还有中文字幕,感兴趣的老师和同学可以去看看 应该是这个https://www.coursera.org/learn/neural-networks-deep-learning# https://mooc.study.163.com/smartSpec/detail/1001319001.htm/?utm_source=weibo.com&utm_medium=timeline&utm_campaign=deepLearning&utm_content=wnd20170831 韩家炜教授数据挖掘龙星课程视频 http://www.youku.com/playlist_show/id_1903290.html 韩家炜教授Pattern Discovery in Data Mining https://www.coursera.org/course/patterndiscovery Si Liu老师在VALSE20150813-Panel推荐的Boyd的Convex Optimization课程 http://www.youtube.com/watch?v=McLq1hEq3UY; http://stanford.edu/~boyd/cvxbook/。一个是视频,一个是video Mingming Chen(Nankai) recomm end a course in Valse QQ群:牛津大学机器学习课程(PPT,讲课视频,作业,代码等): https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/ Fei-Fei Li: How we're teaching computers to understand pictures
http://www.ted.com/talks/fei_fei_li_how_we_re_teaching_computers_to_understand_pictures# [转自静.沙龙]斯坦福人工智能实验室主任、计算机视觉实验室主任Fei-Fei Li教授本月的计算机视觉TED Talk: http://t.cn/RAwE22v 不错的科普教材。 美国大学线上课件大全: http://mp.weixin.qq.com/s?__biz=MzA5NzcxMzc4OQ==&mid=214275160&idx=2&sn=6e1377d47db154eb7507c6eac6f4ad26&scene=1&from=groupmessage&isappinstalled=0#rd
What we’re learning from online education: https://www.ted.com/talks/daphne_koller_what_we_re_learning_from_online_education/transcript English teacher Tarey of Umich recommends "2016 University of Waterloo 3MT first prize winner: Gah-Jone Won". MT is short for minutes thesis. If you search "Gah-Jone Won" on youtube, you will find it.很好的科普
徐亦达老师机器学习视频网站 http://www.valser.org/thread-725-1-1.html http://www-staff.it.uts.edu.au/~ydxu/statistics.htm Valse qq群有人说:
徐老师 讲的很仔细 徐亦达老师20180407在微信群发: 大家好,最近把我的机器学习课程讲义,代码,视频链接都移植到了 github 上啦 https://github.com/roboticcam/machine-learning-notes/blob/master/README.md 我以后一定每过两天就更新一下 徐亦达老师20180513在微信群发: 大家好,为了准备7月在北航上32课时300人的机器学习课,我最近一直在努力更新课件。上个星期加了一个word representation and softmax, 讲了一些自然语言处理的数学问题,包括 word2vec 优化, noise contrastive estimation, negative sampling, Gumbel max trick 等。还在努力完善中 https://github.com/roboticcam/machine-learning-notes/blob/master/word_vector.pdf 谢谢大家。这也是我第一次写NLP 课件。[Shy][Shy]我们做了一些的nlp 工业项目。我打算趁去北航的机会。花点时间整理一下 Terry Tang: https://www.youtube.com/watch?v=SK8FRKBb2FI 徐亦达T悉尼科大<xuyida@hotmail.com> 2018/5/20 8:26:58 (Valse qq群) 大家好  整整两年半没有发新的机器学习视频啦。今天终于痛下决心   从此开始坚持每星期的视频和讲义的更新。优酷地址  http://i.youku.com/u/UMzIzNDgxNTg5Ng YouTube地址  https://www.youtube.com/channel/UConITmGn5PFr0hxTI2tWD4Q 讲义网址  https://github.com/roboticcam/machine-learning-notes/blob/master/README.md 张志华老师: 机器学习导论 http://ocw.sjtu.edu.cn/G2S/OCW/cn/CourseDetails.htm?Id=397 统计机器学习http://ocw.sjtu.edu.cn/G2S/OCW/cn/CourseDetails.htm?Id=398
2017年02月17日邮件: https://www.ini.rub.de/PEOPLE/wiskott/Teaching/Material/index.html
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