人臉數(shù)據(jù)庫匯總 ■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) 目前人臉識(shí)別領(lǐng)域常用的人臉數(shù)據(jù)庫主要有: 1. FERET人臉數(shù)據(jù)庫[2] 由FERET項(xiàng)目創(chuàng)建,包含14,051張多姿態(tài),光照的灰度人臉圖像,是人臉識(shí)別領(lǐng)域應(yīng)用最廣泛 的人臉數(shù)據(jù)庫之一.其中的多數(shù)人是西方人,每個(gè)人所包含的人臉圖像的變化比較單一. 2. MIT人臉數(shù)據(jù)庫[4] 由麻省理工大學(xué)媒體實(shí)驗(yàn)室創(chuàng)建,包含16位志愿者的2,592張不同姿態(tài),光照和大小的面部圖像. 3. Yale人臉數(shù)據(jù)庫[5] 由耶魯大學(xué)計(jì)算視覺與控制中心創(chuàng)建,包含15位志愿者的165張圖片,包含光照,表情和姿態(tài) 的變化. 4. Yale人臉數(shù)據(jù)庫B[6] 包含了10個(gè)人的5,850幅多姿態(tài),多光照的圖像.其中的姿態(tài)和光照變化的圖像都是在嚴(yán)格控制 的條件下采集的,主要用于光照和姿態(tài)問題的建模與分析.由于采集人數(shù)較少,該數(shù)據(jù)庫的進(jìn)一步應(yīng) 用受到了比較大的限制. 5. PIE人臉數(shù)據(jù)庫[7] 由美國(guó)卡耐基梅隆大學(xué)創(chuàng)建,包含68位志愿者的41,368張多姿態(tài),光照和表情的面部圖像.其 中的姿態(tài)和光照變化圖像也是在嚴(yán)格控制的條件下采集的,目前已經(jīng)逐漸成為人臉識(shí)別領(lǐng)域的一個(gè)重 要的測(cè)試集合. 6. ORL人臉數(shù)據(jù)庫[8] 由劍橋大學(xué)AT&T實(shí)驗(yàn)室創(chuàng)建,包含40人共400張面部圖像,部分志愿者的圖像包括了姿態(tài), 表情和面部飾物的變化.該人臉庫在人臉識(shí)別研究的早期經(jīng)常被人們采用,但由于變化模式較少,多 數(shù)系統(tǒng)的識(shí)別率均可以達(dá)到90%以上,因此進(jìn)一步利用的價(jià)值已經(jīng)不大. 7. PF01人臉數(shù)據(jù)庫[9] 由韓國(guó)浦項(xiàng)科技大學(xué)創(chuàng)建,包含103人的1,751張不同光照,姿態(tài),表情的面部圖像,志愿者以 韓國(guó)人為主. 8. AR人臉數(shù)據(jù)庫[10] 由西班牙巴塞羅那計(jì)算機(jī)視覺中心建立,包含116人的3,288幅圖像.采集環(huán)境中的攝像機(jī)參數(shù), 光照環(huán)境,攝像機(jī)距離等都是嚴(yán)格控制的. 9. BANCA人臉數(shù)據(jù)庫[11] 該數(shù)據(jù)庫是歐洲BANCA計(jì)劃的一部分,包含了208人,每人12幅不同時(shí)間段的面部圖像. 10. KFDB人臉數(shù)據(jù)庫[12] 包含了1,000人,共52,000幅多姿態(tài),多光照,多表情的面部圖像,其中姿態(tài)和光照變化的圖像 是在嚴(yán)格控制的條件下采集的.志愿者以韓國(guó)人為主. 11. MPI人臉數(shù)據(jù)庫[13] 該人臉數(shù)據(jù)庫包含了200人的頭部3維結(jié)構(gòu)數(shù)據(jù)和1,400幅多姿態(tài)的人臉圖像. 12. XM2VTS人臉數(shù)據(jù)庫[14] 包含了295人在4個(gè)不同時(shí)間段的圖像和語音視頻片斷.在每個(gè)時(shí)間段,每人被記錄了2個(gè)頭部 旋轉(zhuǎn)的視頻片斷和6個(gè)語音視頻片斷.此外,其中的293人的3維模型也可得到.

用matlab求出的廣義特征向量是怎么歸一化的，A相對(duì)B的廣義特征向量v的二范數(shù)本身是1，還是(V^T)*B*V=1?
在Locality Preserving Projections的老版本程序中，Deng Cai老師的實(shí)現(xiàn)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號(hào)Ling Zhu的qq聊天記錄：
21:13:30
matlab沒有歸一化,但如果B正定對(duì)稱，它是用cholesky轉(zhuǎn)化為標(biāo)準(zhǔn)對(duì)稱特征分解問題，調(diào)用LAPACK的DSYEV函數(shù)，所以自然就關(guān)于B歸一化了，如果B不正定，調(diào)用QZ的話就不知道是不是這樣了
21:18:30
剛剛試了一下，B不正定但對(duì)稱時(shí)就不是了，果然和調(diào)用子程序有關(guān)

在做人臉識(shí)別的時(shí)候經(jīng)常與協(xié)方差矩陣打交道，但一直也只是知道其形式，而對(duì)其意義卻比較模糊，現(xiàn)在我根據(jù)單變量的協(xié)方差給出協(xié)方差矩陣的詳細(xì)推導(dǎo)以及在不同應(yīng)用背景下的不同形式。

 

變量說明：

設(shè)為一組隨機(jī)變量，這些隨機(jī)變量構(gòu)成隨機(jī)向量 ，每個(gè)隨機(jī)變量有m個(gè)樣本，則有樣本矩陣

                                                           （1）

其中 對(duì)應(yīng)著每個(gè)隨機(jī)向量X的樣本向量， 對(duì)應(yīng)著第i個(gè)隨機(jī)單變量的所有樣本值構(gòu)成的向量。

 

單隨機(jī)變量間的協(xié)方差：

隨機(jī)變量 之間的協(xié)方差可以表示為

                                                                   （2）

根據(jù)已知的樣本值可以得到協(xié)方差的估計(jì)值如下：

                                                           （3）

可以進(jìn)一步地簡(jiǎn)化為：

                           （4）

 協(xié)方差矩陣：

 

 

 

                         （5）

其中 ，從而得到了協(xié)方差矩陣表達(dá)式。

如果所有樣本的均值為一個(gè)零向量，則式（5）可以表達(dá)成：

    （6）

 

補(bǔ)充說明：

 

1、協(xié)方差矩陣中的每一個(gè)元素是表示的隨機(jī)向量X的不同分量之間的協(xié)方差，而不是不同樣本之間的協(xié)方差，如元素Cij就是反映的隨機(jī)變量Xi, Xj的協(xié)方差。

2、協(xié)方差是反映的變量之間的二階統(tǒng)計(jì)特性，如果隨機(jī)向量的不同分量之間的相關(guān)性很小，則所得的協(xié)方差矩陣幾乎是一個(gè)對(duì)角矩陣。對(duì)于一些特殊的應(yīng)用場(chǎng)合，為了使隨機(jī)向量的長(zhǎng)度較小，可以采用主成分分析的方法，使變換之后的變量的協(xié)方差矩陣完全是一個(gè)對(duì)角矩陣，之后就可以舍棄一些能量較小的分量了（對(duì)角線上的元素反映的是方差，也就是交流能量）。特別是在模式識(shí)別領(lǐng)域，當(dāng)模式向量的維數(shù)過高時(shí)會(huì)影響識(shí)別系統(tǒng)的泛化性能，經(jīng)常需要做這樣的處理。

3、必須注意的是，這里所得到的式（5）和式（6）給出的只是隨機(jī)向量協(xié)方差矩陣真實(shí)值的一個(gè)估計(jì)（即由所測(cè)的樣本的值來表示的，隨著樣本取值的不同會(huì)發(fā)生變化），故而所得的協(xié)方差矩陣是依賴于采樣樣本的，并且樣本的數(shù)目越多，樣本在總體中的覆蓋面越廣，則所得的協(xié)方差矩陣越可靠。

4、如同協(xié)方差和相關(guān)系數(shù)的關(guān)系一樣，我們有時(shí)為了能夠更直觀地知道隨機(jī)向量的不同分量之間的相關(guān)性究竟有多大，還會(huì)引入相關(guān)系數(shù)矩陣。

 

本文來自CSDN博客，轉(zhuǎn)載請(qǐng)標(biāo)明出處：http://blog.csdn.net/faceRec/archive/2007/07/18/1697362.aspx

有關(guān)聚類的matlab函數(shù)：kmeans
以下論文均使用兩個(gè)相同的指標(biāo)(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)

(1)windows 7的問題:如果不小心點(diǎn)到  安全刪除硬件并彈出媒體 選擇 彈出Broadcom Netlink(TM) Gigabit Ethernet，網(wǎng)絡(luò)就會(huì)斷開，此時(shí)如果重啟電腦，網(wǎng)絡(luò)就會(huì)自然重新連上，有沒有不需要重啟的辦法？
(2)windows 7的優(yōu)點(diǎn)：不用重裝系統(tǒng)，即可改變分區(qū)大小。在管理->計(jì)算機(jī)管理->磁盤管理 里面 就可以直接進(jìn)行。剛來的電腦，只有兩個(gè)分區(qū)，如何使C盤的空間增加？在設(shè)備管理器，將另外一個(gè)盤刪除，再c盤擴(kuò)展卷即可。qianshen wu和xiaoju zheng都講要是連續(xù)的盤才行，比如C盤和D盤，C盤和E盤就不行
(3) 如何讓windows7不安裝某個(gè)更新? 更新里面，選擇查看可用更新，然后右鍵點(diǎn)擊更新就可以選擇隱藏更新(http://zhidao.baidu.com/link?url=FsUmycuF1X8M5J5NWoseB_wpYu2iMYyCihlbabIKYuvOxA_MbeCVY3wf_wyY5Y2BAp4hvrCaARsocMwAQWUlsa)
(4) WIN7系統(tǒng)要怎么修復(fù)? 連續(xù)幾天早上起來啟動(dòng)電腦，都發(fā)現(xiàn)桌面背景有問題，主題沒法更改。20150611上午經(jīng)過如下修復(fù)，20150612沒有問題了

http://mill.ucsd.edu/index.php?page=Main

點(diǎn)QQ上的消息管理器   選好要導(dǎo)出的聊天記錄  有導(dǎo)入和導(dǎo)出這個(gè)選項(xiàng) 選導(dǎo)出 保存的時(shí)候選擇不同的文件類型  加密格式，tml格式，txt格式。可以選擇“導(dǎo)出全部消息記錄”。https://zhidao.baidu.com/question/1175560966805452619.html，“導(dǎo)出全部消息記錄”，這個(gè)介紹得很清楚。
Reference:
https://kf.qq.com/faq/161230MfMfqy161230q2ENVr.html
https://jingyan.baidu.com/article/4d58d541fad87addd5e9c066.html

Google search: 怎么導(dǎo)出微信電腦聊天記錄，就有
20191214通過這種方式，還沒備份全，文件就有4個(gè)多G，我感覺這是將手機(jī)上的所有wechat聊天記錄都進(jìn)行備份。我感覺重裝電腦的系統(tǒng)，不進(jìn)行如上操作無所謂，以上備份手機(jī)的聊天記錄，電腦上應(yīng)該沒有手機(jī)上那么多聊天記錄

                                              [zz]如何導(dǎo)出msn聊天記錄!

百度  國(guó)家知識(shí)產(chǎn)權(quán)局專利檢索 ，  就可以搜索   發(fā)明( 設(shè)計(jì) )人  之類，但保存時(shí)都是圖片格式，怎么才能獲得單個(gè)的pdf文件？ 到中國(guó)知網(wǎng)可以搜索到CAJ文件，但合肥分院沒有購買。
百度  國(guó)家知識(shí)產(chǎn)權(quán)局專利檢索 能檢索的未必代表授權(quán)  要看有沒有 審定授權(quán)說明書，有的只有公開說明書，沒有審定授權(quán)說明書，那說明沒被授權(quán)

在百度上搜索  關(guān)鍵字  專利 發(fā)表論文  就能搜索到下面的文章(來源于國(guó)家知識(shí)產(chǎn)權(quán)局網(wǎng)站)


                                                             同一主題論文發(fā)表對(duì)專利授權(quán)的影響
閱讀提示
　　
　　科技人員作出研究以后，都希望成果盡早以論文形式發(fā)表，而現(xiàn)在許多人還會(huì)選擇將科研成果申請(qǐng)專利，以知識(shí)產(chǎn)權(quán)的法律形式將成果保護(hù)起來。大量事實(shí)證明，論文發(fā)表的時(shí)機(jī)如果不當(dāng)，極有可能造成科研成果喪失新穎性，對(duì)專利授權(quán)帶來負(fù)面影響。本文通過分析，提醒廣大科技工作者當(dāng)科研成果作出以后的后續(xù)保護(hù)行為及應(yīng)注意的問題。

　　科技成果一般采用驗(yàn)收、報(bào)獎(jiǎng)、登記制度及學(xué)術(shù)論文為評(píng)價(jià)方式，其中科技論文是由科技工作者對(duì)其創(chuàng)造研究進(jìn)行理論分析和科學(xué)總結(jié)的智力成果，科技論文的數(shù)量以及出版社等級(jí)可以用來評(píng)定科技人員的職稱，且作為考核科研機(jī)構(gòu)的標(biāo)準(zhǔn)。科學(xué)技術(shù)人員作出其研究以后，都希望成果盡早以論文形式發(fā)表；而將科研成果申請(qǐng)專利是將成果以知識(shí)產(chǎn)權(quán)的法律形式保護(hù)起來。

　　論文發(fā)表的時(shí)機(jī)不當(dāng)對(duì)專利授權(quán)帶來負(fù)面影響

　　廣大科技人員有發(fā)表論文的積極性的同時(shí)，卻往往忽略了一個(gè)問題：即將科研成果以知識(shí)產(chǎn)權(quán)的法律形式保護(hù)起來的時(shí)間。一般情況下論文發(fā)表在專利申請(qǐng)之前，該論文的發(fā)表對(duì)專利申請(qǐng)的審查會(huì)帶來負(fù)面影響，即與專利申請(qǐng)同一主題的論文，在申請(qǐng)日前一旦發(fā)表公開就會(huì)破壞之后的專利申請(qǐng)的新穎性，導(dǎo)致因該專利技術(shù)失去了新穎性而不能取得專利權(quán)，即申請(qǐng)專利的公開使其成為公有技術(shù)，影響了以后的專利授權(quán)，從而丟失了本來能得到、應(yīng)得到且想得到的權(quán)利。常忽略的另一個(gè)問題是：也有些科技人員不大清楚自己的研究成果就是發(fā)明創(chuàng)造，只知道搶先一步發(fā)表論文，盡量做到及時(shí)、準(zhǔn)確和完整，不知道申請(qǐng)專利，從而因“拱手奉獻(xiàn)”、與他人“共享”而丟失了可以法律形式明確的、本來屬于自己的權(quán)利。

　　提請(qǐng)科技人員注意的是：雖然專利申請(qǐng)前發(fā)表論文對(duì)專利申請(qǐng)有負(fù)面影響，但申請(qǐng)專利并不影響申請(qǐng)后論文的在后發(fā)表，從專利新穎性的角度考慮，慎重選擇論文發(fā)表的時(shí)間，確保論文發(fā)表的時(shí)間要在專利申請(qǐng)之后，即申請(qǐng)專利在先，論文發(fā)表在后才是權(quán)宜之計(jì)，因?yàn)檫@樣做專利的新穎性和創(chuàng)造性不受影響，也避免了實(shí)用新型（不實(shí)審）專利事后被別人提出無效請(qǐng)求的可能，使科研論文成果得到著作權(quán)和專利權(quán)的雙重保護(hù)。

　　論文發(fā)表和專利申請(qǐng)應(yīng)注意的問題

　　第一，做好技術(shù)保密

　　商業(yè)秘密、科技論文作品著作權(quán)和專利均屬于人類智力活動(dòng)的成果，屬知識(shí)產(chǎn)權(quán)保護(hù)內(nèi)容。根據(jù)《中華人民共和國(guó)反不正當(dāng)競(jìng)爭(zhēng)法》第十條和《國(guó)家工商行政管理局關(guān)于禁止侵犯商業(yè)秘密行為的若干規(guī)定（98）修訂》第二條的定義：商業(yè)秘密，是指不為公眾所知悉、能為權(quán)利人帶來經(jīng)濟(jì)利益、具有實(shí)用性并經(jīng)權(quán)利人采取保密措施的技術(shù)信息和經(jīng)營(yíng)信息。其中的技術(shù)信息是指秘訣、工藝流程、設(shè)計(jì)圖紙、技術(shù)情報(bào)科學(xué)方面的專有知識(shí)。

　　不管是論文發(fā)表還是專利申請(qǐng)都涉及保留商業(yè)秘密的問題。兩者均要公開進(jìn)入公共領(lǐng)域，會(huì)被公眾所利用，因此，基于知識(shí)產(chǎn)權(quán)戰(zhàn)略和商業(yè)秘密兩方面的考慮，可在適當(dāng)保留技術(shù)秘密的前提下對(duì)其成果進(jìn)行公開。當(dāng)然要在使發(fā)表的論文具有獨(dú)創(chuàng)性或申請(qǐng)的專利能授權(quán)的基礎(chǔ)上再進(jìn)行戰(zhàn)略性的取舍，這是廣大科技工作者應(yīng)該重視的問題。

　　另外，還需要考慮的是，不是任何研究的成果都必須發(fā)表論文或申請(qǐng)專利，比如美國(guó)“可口可樂”配方作為商業(yè)秘密，至今已保密了100多年，如果申請(qǐng)專利或是發(fā)表論文，這一技術(shù)早已公之于眾了。

　　發(fā)明人對(duì)自己的新技術(shù)是選擇技術(shù)秘密或?qū)＠Ｗo(hù)取決于各種因素，發(fā)明人可以綜合考慮以上的各點(diǎn)，作出自己的選擇。如果某種技術(shù)他人很難發(fā)現(xiàn)，作為商業(yè)秘密保護(hù)也會(huì)帶來很多的利益。

　　第二，選好論文及專利申請(qǐng)的立題角度

　　如果論文急需發(fā)表，來不及申請(qǐng)專利，為避免問題的發(fā)生，要保證論文內(nèi)容不要和專利保護(hù)方案重疊。論文可重點(diǎn)對(duì)成果進(jìn)行理論分析和取得的應(yīng)用效果上進(jìn)行科學(xué)的總結(jié)，回避專利將要保護(hù)的結(jié)構(gòu)和方法內(nèi)容。只要論文立題的角度和專利方案不發(fā)生重疊，也可先發(fā)表論文，因其內(nèi)容不影響在后專利申請(qǐng)的新穎性，專利申請(qǐng)也會(huì)因符合專利法而授權(quán)。（知識(shí)產(chǎn)權(quán)報(bào)　韓 萍  周秀梅）

DISCLAIMER:

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.

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.

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.

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".

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，例如輸入Zoubin

Coursera
Machine learning
https://www.coursera.org/learn/machine-learning/
 I. Introduction (Week 1): watch more than twice (能閉目聽懂，絕不再看)
II. Linear Regression with One Variable (Week 1):已看一次，內(nèi)容很容易，都已理解
III. Linear Algebra Review (Week 1, Optional):絕不看，都是基本內(nèi)容。20160711看兩次Lecture14 Dimensionality Reduction (Week 8)的ppt, understand completely,故視頻暫不看。
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)已看兩次，內(nèi)容很容易，都已理解，絕不再看。Lecture12在20160711看完
Lecture5 Octave Tutorial暫不看(百度百科：Octave是一種高級(jí)語言，主要設(shè)計(jì)用來進(jìn)行數(shù)值計(jì)算，它是MathWorks出品的Matlab商業(yè)軟件的一個(gè)強(qiáng)有力的競(jìng)爭(zhēng)產(chǎn)品。)
20150814將Lecture7 Regularization (Week 3)之前都已經(jīng)復(fù)習(xí)兩次，并且整理出復(fù)習(xí)提綱。20150830和20150904將Lecture 10分別復(fù)習(xí)一次，絕不再看。20150904和20150912將Lecture 11和Lecture 17分別復(fù)習(xí)一次，絕不再看。
下面看
Lecture13 Clustering (Week 8)，如果課件全懂，絕不看;一定得先看以前的模式筆記,Zhihua教材, Ming Zhu教材和筆記, Jian Pei筆記。
Lecture15 Anomaly Detection，Lecture16 Recommender Systems和Lecture18即是擴(kuò)充知識(shí)面，又是練英語
 學(xué)法：先看無字幕版，再看有字幕版，每個(gè)最少最少看兩篇，直至閉目聽懂。 一定認(rèn)真聽記筆記，很多課程都僅聽一次


韓家煒教授數(shù)據(jù)挖掘龍星課程視頻
http://www.youku.com/playlist_show/id_1903290.html
韓家煒教授Pattern Discovery in Data Mining
https://www.coursera.org/course/patterndiscovery
Si Liu老師在VALSE20150813-Panel推薦的Boyd的Convex Optimization課程http://www.youtube.com/watch?v=McLq1hEq3UY; http://stanford.edu/~boyd/cvxbook/。一個(gè)是視頻，一個(gè)是video
Mingming Chen(Nankai) recommend a course in Valse QQ群：牛津大學(xué)機(jī)器學(xué)習(xí)課程（PPT，講課視頻，作業(yè)，代碼等）：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#
[轉(zhuǎn)自靜.沙龍]斯坦福人工智能實(shí)驗(yàn)室主任、計(jì)算機(jī)視覺實(shí)驗(yàn)室主任Fei-Fei Li教授本月的計(jì)算機(jī)視覺TED Talk: http://t.cn/RAwE22v 不錯(cuò)的科普教材。
美國(guó)大學(xué)線上課件大全: http://mp.weixin.qq.com/s?__biz=MzA5NzcxMzc4OQ==&mid=214275160&idx=2&sn=6e1377d47db154eb7507c6eac6f4ad26&scene=1&from=groupmessage&isappinstalled=0#rd

機(jī)器學(xué)習(xí)導(dǎo)論 http://ocw.sjtu.edu.cn/G2S/OCW/cn/CourseDetails.htm?Id=397
統(tǒng)計(jì)機(jī)器學(xué)習(xí)http://ocw.sjtu.edu.cn/G2S/OCW/cn/CourseDetails.htm?Id=398

2017年02月17日郵件: https://www.ini.rub.de/PEOPLE/wiskott/Teaching/Material/index.html

CMU2018年春季課程： 深度學(xué)習(xí)——Bhiksha Raj主講（附PPT和video）:https://mp.weixin.qq.com/s/v-j3sod5F5frhT_RLxAMXA