The CRAN Package repository features 6778 active packages. Which of these should you know? Here is an analysis of the daily download logs of the CRAN mirror from Jan-May 2015. See a link to full data at the bottom of the post. Most of these R packages are favorites of Kagglers, endorsed by many authors, rated based on one package's dependency on other packages, some of them gained mentions on Quora and on various R blogs. They are also rated reviewed by users as a crowdsourced solution by Crantastic.org . We also present the CRANtastic rating of few packages here only to represent that it is gaining popularity. However, some of these packages have user ratings that are too few to be based on for analysis and hence, for these we omitted the ratings. Let us explore the list based on the number of downloads! Rcpp Seamless R and C++ Integration (693288 downloads, 3.2/5 by 10 users) ggplot2 An Implementation of the Grammar of Graphics (598484 downloads, 4.0/5 by 82 users) stringr Simple, Consistent Wrappers for Common String Operations. (543434 downloads, 4.1/5 by 18 users) plyr Tools for Splitting, Applying and Combining Data (523220 downloads, 3.8/5 by 65 users) digest Create Cryptographic Hash Digests of R Objects. (521344 downloads) reshape2 Flexibly Reshape Data: A Reboot of the Reshape Package (483065 downloads, 4.1/5 by 18 users) colorspace Color Space Manipulation (476304 downloads, 4.0/5 by 2 users) RColorBrewer ColorBrewer Palettes (453858 downloads, 4.0/5 by 17 users) manipulate Interactive Plots for RStudio. (395232 downloads) scales Scale Functions for Visualization (394389 downloads) labeling Axis Labeling (373374 downloads ) proto Prototype object-based programming. (369096 downloads) munsell Munsell colour system. (368949 downloads) gtable Arrange grobs in tables (364015 downloads) dichromat Color Schemes for Dichromats (362562 downloads) mime Map Filenames to MIME Types. (352780 downloads) RCurl General network (HTTP/FTP/...) client interface for R. (340530 downloads, 4.2/5 by 11 users) bitops Bitwise Operations (322743 downloads) zoo S3 Infrastructure for Regular and Irregular Time Series (Z's Ordered Observations) (302052 downloads, 3.8/5 by 11 users) knitr A General-Purpose Package for Dynamic Report Generation in R. (295528 downloads)
Umbrella of American palaeobotany-1: 美国古植物学之伞 An unfinished list of American palaeobotanists 《古植物学的故事》 Story of Paeobotany Series (228) 《美国古植物学之伞》 Umbrella of American Palaeobotany(1) Since mid-19 th century American palaeobotany has gone through rapid development, and played more and more important role in the promotion of world palaeobotany. It is fact that many museums of natural history in the States have been constructed to serve as solid platforms for American palaeobotany, which provide labs for palaeobotanists, post-docs and students, and are open to so many visitors from all over the world. A long but unfished list of American palaeobotanists is made so as to reconstruct an umbrella of American palaeobotany pertaining to the different lineages with emphasis on the world connections , which are in fact made up of an intricately and vividly web-like scheme. If you have found your name and other American palaeobotanists' names missing here, please let me know, thanks. Qigao Sun E-mail: palaeosun@gmail.com ================================================================== Catalogue of Umbrella of American Palaeobotany http://blog.sciencenet.cn/blog-225931-843288.html Catalogue of Amhercian palaeobotany umbrella ZA (171 to 1)--27 Feb -16.pdf Catalogue of Amhercian palaeobotany umbrella ZA (157 to 100)--Sep -12-15.pdf Catalogue of Amhercian palaeobotany umbrella ZA (100 to 1)-rev12-9-15.pdf 古植物学的故事 430 期 Story of Paleobotany Series (No.4 30 ) Umbrella of American Paleobotany-171 University of Kansas and paleobotany 我所知道的的堪萨斯大学（ University of Kansas-KU, Lawrence ） 《美国研究型大学与古植物学》专题系列 (13) http://blog.sciencenet.cn/blog-225931-958913.html 2016-2-27 05:17 古植物学的故事 370 期 Story of Paleobotany Series (No.370) Umbrella of American paleobotany-129- Open the Umbrella of American paleobotany -- 撑开美国古植物学之伞 http://blog.sciencenet.cn/blog-225931-901814.html 2015-7-1 00:02 古植物学的故事 354 期 Story of Pal eobotany Series (No. 354 ) Umbre lla of American paleobotany-112 American Research-focusedUniversities and P aleobotany 美国研究型大学 与古植物学 Umbrella of American Paleobotany “美国古植物学之伞” ---- American Research-focused Universities and Paleobotany “美国研究型大学 古植物学 ” http://blog.s ciencenet.cn/blog-225931-890721.html 2015-5-16 23:53 古植物学的故事 352 期 Story of Pal eobotany Series (No. 352 ) Umbre lla of American paleobotany-110 Catalogue of American W omen and P aleobotany 美国女性与古植物学（目 录） Umbrella of American Paleobotany “美国古植物学之伞” ---- American Women and Paleobotany “ 美国女性与古植物学 ” http://blog.sciencenet.cn/blog-225931-889227.html 2015-5-11 04:00 古植物学的故事 34 9 期 Story of Palaeobotany Series (No. 34 9 ) Umbre lla of American palaeobotany—10 7 - Who is “ C.A. Brown ”？ http://blog.sciencenet.cn/blog-225931-887896.html 2015-5-6 21:52 古植物学的故事 348 期 Story of Palaeobotany Series (No. 348 ) Umbre lla of American palaeobotany—106 - Who is “ T. Just ”？ http://blog.sciencenet.cn/blog-225 931-887617.html 2015-5-5 22:06 (The above catalogues were updated on 27 Feb. 2016.) ------------------------------ Bilingual Catalogue of the Story of Paeobotany Series http://blog.sciencenet.cn/blog-225931-708772.html 孙启高 Qigao Sun 更新日期： 2016 年2 月27 日 The following catalugues were updated on: 27 Feb. 2016 Bilingual Catalogue of Story of Palaeotoany Series (Issues 400 to 430) by SUNQG .pdf Bilingual Catalogue of Story of Palaeotoany Series (Issues 0 to 400) by SUNQG-r.pdf ------------------------------ Bilingual Catalogue of Story of Palaeotoany Series (Issues 300 to 400) by SUNQG .pdf Bilingual Catalogue of Story of Palaeotoany Series (Issues 201 to 300) by SUNQG .pdf Bilingual Catalogue of Story of Palaeotoany Series (Issues 101 to 200) by SUNQG-.pdf Bilingual Catalogue of Story of Palaeotoany Series (Issues 0 to 100) by SUNQG-r.pdf ====================================================================================== Abbott, Maxine L. Abbott, William H. (Waxahachie, Texas) Adams, Jonathan(Oak Ridge, TN) Anderson R. Scott (Northern Arizona University, Flagstaff) Andrews Jr., Henry N.( 1910—2002) （ 1975 年当选美国科学院院士） Arens, Nan Crystal(Geneva, NY) Arnold, Chester Arthur(1901--1977) Ash, Sidney R. (Albuquerque, New Mexico) Atsatt, Peter R.( Irvine, CA) Axsmith, Brian (Mobile, Alabama) Ayala, Francisco J.(Irvine, CA) Axelrod, Daniel Isaac (1910--1998) Bachhuber, Frederick W. (Las Vegas, Nevada) Beck, Charles B. Beck, John H. (Boston University Weston Observatory) Becker, Hermann F. (1907-1985) Bailey,Irving Widmer Bailey (1884--1967) Ballard, Harvey E.(Athens, Ohio) Banks, Harlan P.(1913-1998) （ 1980 年当选美国科学院院士） Barclay, Richard (USNM) Barghoorn Jr. Elso Sterrenberg (1915--1984) （ 1967 年当选美国科学院院士） Baxter, Robert W. (1914--1995) Benson Jr., Don G. (Fayetteville, TX) Berry, Edward W. （ 1875—1945 ）（ 1922 年当选美国科学院院士） Baxendale, William (Metropolitan State College of Denver) Bock, Wilhelm (1897?-1972) Bonamo, Patricia M. (Binghamton University, State University of New York) Boucher, Lisa D. (University of Nebraska, Omaha) Boyce, C. Kevin (University of Chicago) Boyd, Austin (St. Petersburg College, St. Petersburg,FL) Bralower, Timothy J. (University of North Carolina, Chapel Hill) Brown, Roland W. (1893--1961). Buchholz, John Theodore (1888--1951) Bunbury, Charles J.F. (1809--1886) Burnham, Robyn J. (Museum of Paleontology, University of Michigan Ann Arbor) Byrne, Roger (University of California, Berkeley) Cain, Stanley Adair (1902--1995), American ecologist and palynologist （ 1970 年当选美国科学院院士, NAS） Canright, James E. (1920--2008), American palynologist Carroll, George C. (University of Oregon, Eugene) Chamberlain, Charles Joseph(1863--1943) Chaney, Dan C. (USNM) Chaney, Ralph Works （ 1890—1971 ）（ 1947 年当选美国科学院院士） Fig.2.Ralph W. Chaney (1890--1971) made a specific and difficult field trip to Lichuan,western Hubei, P.R. China in the early spring of 1948, where this living fossil,a tall Metasequoia tree was found by taxonomists in the early 1940s. This photo was taken by Qigao Sun in 2004. Fig.3.Living fossils, two trees of Metasequoia grown in the Brooklyn Botanical Garden in New York in 1947. This photo was taken by Qigao Sun in 2006. Chitaley, Shya （ 1918--2013 ） Cichan, Michael Anthony (1954--1987). Cist, Zachariah Ciurca, SamuelJ. Jr.(Rochester, New York) Cloud, Preston （ 1912—1991 ）（ 1961 年当选美国科学院院士） Cohen, ArthurD. (University of South Carolina, Columbia) Colbath, G. Kent (Department Earth Science, CerritosCommunity College, Norwalk) Cook, Martha(Illinois State University, Normal, Illinois) Cordi, Jennifer (Binghamton University, State University of New York) Cornell, William C. (University of Texas, El Paso Bruce) Coulter, John Merle (1851--1928) Crane, Peter R. Crepet, William L. (Cornell University, Ithaca, NY) Christophel, David (University ofDenver) Crane, Peter (Yale University, NewHaven, CT) Cross, Aureal Theophilus (1916--2013 Csank, Adam Zoltan (Laboratory of Tree-Ring Researchand Department of Geosciences University of Arizona, Tucson) Cushman Jr., Robert A. (Loma Linda University, Loma Linda) Daghlian, Charles P. Darrah, William Culp (1909--1989) Daugherty, Lyman Harry (1894--??) Davis, Margaret Bryan(1931--) （ 1982 年当选美国科学院院士,NAS） Davis, Owen K.(University of Arizona, Tucson) Decombeix, Anne-Laure (University ofKansas, Lawrence) Decombeix, Anne-Laure (University of Kansas, Lawrence) Delevoryas, Theodore (1929-- ） Demko, Timothy Michael (Colorado State University,Fort Collins, Colorado) DeVore, Melanie (Georgia College State University) Diggle, Pamela K. (University of Colorado, Boulder) Dilcher, David L. （ 1989 年当选美国科学院院士） DiMichele, William A. (USNM) Dolph, G. E. Dorf, Erling (1905--184) Doyle, James A. (Section of Evolution Ecology University of California atDavis) Dunn, Michael(Cameron University Lawton) Eames， Arthur Johnson（1881--1969） Edwards, Stephen W. (Regional Parks Botanic Garden, Berkeley, California) Eggert, Donald Elias, Maxim Konrad (1889--1982) Erwin, DianeM. (Museum of Paleontology, University of California, Berkeley) Esau, Katherine (1898--1997). Ewers, FrankW. (Michigan State University, East Lansing) Firth, John V.(Ocean Drilling Program, Texas AM University, College Station, Texas) Fisher, Jack B. (Fairchild Tropical Garden, Miami) Fowell, Sarah J. (Columbia University,Palisades, NY) Frederiksen, Norman O. (U.S. Geological Survey, Reston) Fontaine, William Morris (1835--1913). Friedman, William E. (University of Colorado, Boulder) Fry , Wayne Lyle （ 1922—2013 ） Furniss, Blaine (Brigham Young University, Provo) Gandolfo Nixon, Maria Alejandra ( Cornell University, Ithaca, NY) Gastaldo, Robert A. (Colby College, Waterville, Maine) Gennett, Judith ( Texas AM inGeology and Geophysics) Gensel, Patricia G. (University of North Carolina, Chapel Hill) Glasspool, Ian( The Field Museum, Chicago) Goldring, Winifred (1888--1971) Golenberg, Edward M. (Wayne State University, Detroit, Michigan) Graham, Alan(Kent State University, Kent, OH) Graham, Linda E. (University of Wisconsin, Madison) Green, Walton Gray, Asa (1810--1888) （ 1863 年当选美国科学院院士） Graham, Roy Granger, Ebenezer Gray, Jane (1929 -- 2000), palynologist Gregory-Wodzicki, Kathryn M. (Lamont-Doherty Earth Observatory of Columbia University,Palisades, NY) Gandolfo, M. Alejandra Grimaldi, David(American Museum of Natural History, New York) Grissino-Mayer, Henri D. (University of Tennessee,Knoxville) Hall, John Hart, George (Louisiana State University, BatonRouge) Herendeen, Patrick S. (Chicago Botanic Garden) Hildreth, Samuel Prescott (1783--1863) Hilu, Khidir W. (Virginia PolytechnicInstitute State University, Blacksburg) Hayes, John M. （ 1998 年当选美国科学院院士） Hickey, Leo (1940--2013) Fig.4. A living fossil, a tall tree of Metasequoia grown in 1947 in the front of the main entrance of the Yale Peabody Museum. This photo was taken by Qigao Sun in 2009. LoDuca, StevenT. (Eastern Michigan University, Ypsilanti) Looy, Cindy V. (USNM) Lupia, Richard(University of Oklahoma, Norman) Lyon, MandelaA. (University of Pennsylvania, Philadelphia) MacDonald, Glen (UCLA Institute of the Environment, Los Angeles) MacGinitie, Harry Dunlap (1896--1987) Mahaffy, James (Dordt College, Sioux Center) Mamay, Sergius H. (1920--2008) Manchester, Steven R. (University ofFlorida, Gainesville) Manos, Paul S. (Duke University, Durham,North Carolina) Mapes, Gene(Ohio University, Athens) Markgraf, Vera (University of Colorado, Boulder) Mason, Herbert Louis (1896--1994) Matten, L.C. McCartney , Kevin (University of Maine, Presque Isle, ME) Mickle, James E. ( North Carolina State University, Raleigh) Millay, Mike Miller, Ian (Denver Museum of Nature and Science) Miller, John M. (University of California, Berkeley) Moore , Raymond C. (1892--1974) Morton, SamuelGeogre (1799--??) Nickrent, Daniel L. (Southern Illinois University, Carbondale) Niklas, Karl J.(Cornell University, Ithaca, NY) Newberry, John Stong （ 1822—1892 ）（ 1863 年当选美国科学院院士） Nixon, KevinC.(Cornell University, Ithaca, NY) Noé, Adolph Carl (1873--1939) Oboh-Ikuenobe, Francisca E.(University ofMissouri-Rolla, Rolla) Olsen, Paul E.(Lamont-Doherty Earth Observatory of Columbia University,Palisades, NY). Osborn, Jeffrey M. (Truman State University, Kirksville) Pan , Aaron D. ( The Botanical Research Institute of Texas) Parker, Lee R.(California Polytechnic State University -Cal Poly, San LuisObispo) Parrish, Judith Totman(University of Idaho, Moscow) Penhallow, David Peace (1854--1910) Peppe, Daniel (Paleobotany Division, Department of Geology and Geophysics, Yale University, New Haven) Petry, Loren C. (1887--1970) Pfefferkorn, Hermann W. (University of Pennsylvania, Philadelphia) Pheifer, Ray(Eastern Illinois University, Charleston, IL) Phillips, Tom L. (University of Illinois) （ 1999 年当选美国科学院院士） Phipps, Carlie J.( State University of New York,Utica NY) Pigg, Kathleen B. ( Arizona State University, Tempe) Pigliucci, Massimo(University of Tennessee, Knoxville) Pryer, Kathleen M.(Duke University, Durham) Punyasena, Surangi W.(University of Illinois, Urbana) Read, Charles Brian (1907--1979) Reed, FreddaDoris (1894--1988) Rees, Allister(University of Arizona, Tucson) Renzaglia, Karen( Southern Illinois University at Carbondale) Retallack, Greg (University of Oregon, Eugene) Rich, Fredrick J.( Georgia Southern University, Statesboro, Georgia) Robertson, Traesha R.(Angelo State University San Angelo, Texas) Romans, Robert Charles(1937--2007) Rothwell, Gar W Royer, Dana ( Wesleyan University, Middletown, CT). Sanborn, Ethel Scheckler, Stephen E. (Virginia Polytechnic Institute and State University,Blacksburg, VA) Schmid, Rudolf (University of California, Berkeley) Schopf, William(University of California, Los Angeles) Schwendemann, Andrew (Lawrence, Kansas ) Serbet, Rudolph ( University of Kansas, Lawrence) Skvarla, John J. (University of Oklahoma, Norman) Skog, Judith E. (George Mason University, Fairfax, Virginia) Smith, Francesca ( Stable Isotope Laboratory, Boulder) Smith, Una (Los Alamos National Laboratory, Los Alamos) Stein, William (Binghamton University, State University of New York) Sternberg, CharlesH. (1850--1943) Stevenson, Dennis W. (The New York Botanical Garden, New York) Stockey, Ruth A. (Oregon State Univ.) Rothwell, Gar W. Schabilion, Jeffry Tod Schmidt, Charlotte H. Schopf, J. William （ 1998 年当选美国科学院院士） Schopf, James Morton (1911--1978) Schopf, Thoma James Morton (1939--1984) Sellards, Elias Howard (1875--1961) Serbet, Rudolph Smiley, Charles Jack (1924--1996). Smith, Selena Y. Spackman, William (1919--2014) Steinhauer, Henry (1782--1818) Stewart, Wilson Nichols （ 1917--2004 ） Stidd, Benton Stowe, Wilmer C.(The Cleveland Museum of NaturalHistory, Cleveland, OH) Strother, Paul K.( Boston College) Taggart, Ralph E.(Michigan State University EastLansing) Takhtajan, Armen （ 1910—2009 ） Taylor, DavidWinship (University Southeast New Albany, IN) Taylor, Edith L.(University of Kansas, Lawrence) Taylor, Thomas N. (University of Kansas, Lawrence) （ 1994 年当选美国科学院院士） Taylor,Wilson(University of Wisconsin, Eau Claire) Thiessen, Reinhardt(1867--1938) Thompson, Frederick Oliver (1883--1953) Tidwell, William D. Tiffney, BruceH.(University of California, Santa Barbara) Tomescu, Alexandru MF Torres, Andrew M. (University of Kansas, Lawrence) Torrey, Ray Ethan (1887--1956) Traverse, Alfred ( Penn State University, Penn State University Park) Upchurch, Garland( Southwest Texas State University, San Marcos, Texas) Vann, David (University of Pennsylvania, Philadelphia) Van Slyters, Amy M.(Michigan State University; East Lansing) Walcott, Charles Doolittle (1850--1927) Walker, James W. B.A., University of Texas, Austin, 1964 Ph.D., Harvard University, 1970, Emeritus Professor of UMASS Amherst Wang, Hongshan (UF,Gaineseville) Ward, Lester Frank (1841--1913) Watt, Arthur D. (USGS) Wehr, Wesley Conrad (1929--2004) Weimer, Lisa M.( U.S. Geological Survey, Reston) Wheeler, Elisabeth A. (North Carolina State University, Raleigh) White, Charles David (1862--1935) （ 1912 年当选美国科学院院士 ） White, Israel C. (1848--1927) Wicander, Reed (Central Michigan University, Mount Pleasant) Wieland, George Reber(1865--1953) Wight, David C.(Ohio University, Athens, OH) Wilf, Peter ( Pennsylvania State University) Willard, Debra A.( U.S. Geological Survey, Reston) Wilson, Leonard Richard(1906--1998) Wing, Scott L.(USNM) Winslow, Marcia Ring(1931--2007) Wolfe, Jack Albert (1936--2005) Wright Jr., Herbert E. (1917--) （ 1977 年当选美国科学院院士, NAS ） Wyatt, Sarah E. (OhioUniversity, Athens) Yang, Hong (Bryant Univ.) Zavada, Michael S.( East Tennessee State University) Ziegler, Alfred M.( University of Chicago) Zippi, Pierre A.( Garland, Texas) (Updated on: 16 Feb. 2016) N.B. Partial resources cited from: (1) http://www.equisetites.de/search2b.html#meri (2) Henry N. Andrews,1980. The Fossil Hunters In Search of Ancient Plants. Cornell University Press, Ithaca and London, pp. 1 to 421 (3) Lyons P. C., Morey E. D. Wagner R. H. (eds.), 1995.Historical Perspective of Early Twentieth Century Carboniferous Paleobotany in North America (W. C. Darrah volume), 1-404, Geological Society of AmericaMemoir 185, Boulder, Colorado. (3) Sun, Qigao, 2011. A Brief History of Palaeobotany ： From the West to the East http://blog.sciencenet.cn/blog-225931-560714.html =================================== 附件 1 美国科学院古植物学院士与外籍院士清单 Appendix 1. A list of members and foreignassociates of National Academy of Sciences regarding palaeobotany (1863---2010) http://www.nasonline.org/s ite/Dir/750563972?pg=rslts 1. Newberry, J.S. （ 1822—1892 ） Date of Birth: Dec 22, 1822 Elected to NAS: 1863 (member) Date of Death: Dec 7, 1892 BiographicalMemoir ------------------ 2. Lesquereux, Leo （ 1806---1889 ） http://www.nasonline.org/site/Dir/1392598571?pg=rsltsv=blcmd=prevlcmd_cf = Date of Birth: Nov 18, 1806 Elected to NAS: 1864 (member) Date of Death: Oct 25, 1889 BiographicalMemoir ----------- White, Charles David(1862--1935) （ 1912 年当选 美国科学院院士 ） ================= 3. Berry, EdwardW. （ 1875—1945 ） Date of Birth: Feb 10, 1875 Elected to NAS: 1922 (member) Date of Death: Sep 20, 1945 BiographicalMemoir ----------- 4. Chaney, Ralph W. （ 1890—1971 ） Date of Birth: Aug 24, 1890 Elected to NAS: 1947 (member) Date of Death: Mar 3, 1971 BiographicalMemoir ----------------- 5. Cloud, Preston （ 1912—1991 ） Date of Birth: Sep 26, 1912 Elected to NAS: 1961 (member) Dateof Death: Jan 16, 1991 BiographicalMemoir ----------------- 6. Barghoorn, Elso S. （ 1915---1984 ） Date of Birth: Jun 30, 1915 Elected to NAS: 1967 (member) Dateof Death: Jan 27, 1984 BiographicalMemoir ----------- 7. Takhtajan,Armen （ 1910—2009 ） Date of Birth: Jun 10, 1910 Elected to NAS: 1971 (foreign associate) Date of Death: Nov 13, 2009 --------------- 8. Leopold, Estella B. http://www.nasonline.org/site/Dir/273187508?pg=rslts University of Washington Election Year: 1974 NAS Section: Environmental Sciences and Ecology Status: Member Research/Expertise: paleobotany/pollen and biogeography of the Cenozoic, NorthAmerica and E. Asia, conservation and historical paleoecology ------------------ 9. Andrews, Henry N.(1910—2002) Date of Birth: Jun 15, 1910 Elected to NAS: 1975 (emeritus) Date of Death: Mar 3, 2002 BiographicalMemoir ------------ 10. Banks, Harlan P.(1913---1998) Date of Birth: Sep 1, 1913 Elected to NAS: 1980 (member) Date of Death: Nov 22, 1998 ----------------- 11. Dilcher, David L. http://www.nasonline.org/site/Dir/1179686500?pg=rslts University of Florida Election Year: 1989 NAS Section: Plant Biology Status: Member Citation Dilcherhas an uncanny ability to find hitherto missing reproductive organs offlowering plant fossils. Coupled with his pioneering of a multifacetedapproach, his laboratory has demonstrated the morphology of the oldestangiosperms, provided invaluable clues to their early radiation, and stimulatedhope in the search for their gymnospermous ancestors. ---------------------------- 12. Knoll, Andrew H. http://www.nasonline.org/s ite/Dir/1179686500?pg=rslts Harvard University Election Year: 1991 NAS Section: Geology Status: Member Research/Expertise: paleontology, geobiology, astrobiology, evolutionarybiology Citation Knolldemonstrated that many of the differences between Precambrian fossilassemblages were responses to environmental changes rather than to evolution.He laid the foundation for understanding the complex environmental changesaccompanying the evolution of plants and animals during the 300 million yearspreceding the explosive biological changes that characterized the Paleozoicera. -------------------- 13. Taylor, Thomas N. http://www.nasonline.org/site/Dir/1179686500?pg=rslts University of Kansas Election Year: 1994 NAS Section: Plant Biology Status: Member Research/Expertise: paleobiology, fossil plants and fungi, Antarctica,symbiosis Citation Taylorled paleobiology into the use of spore and pollen ultrastructure in extant andextinct plants to understand the evolution of major groups of plants. Hisresearch has elucidated the history of plant/animal interactions andplant/fungal relationships. He has made and is making valuable contributions toAntarctic paleobiology. ----------------------- 14. Schopf, J. William http://www.nasonline.org/site/Dir/1344998793?pg=rslts University of California, Los Angeles Election Year: 1998 NAS Section: Evolutionary Biology Status: Member Research/Expertise: Precambrian paleobiology and microfossils, organicgeochemistry, paleobotany, biochemical and atmospheric evolution Citation Schopfis one of the world's leading expert in of Precambrian paleobiology. He hasdescribed much of the early microbial life that represents two-thirds of theEarth's history, and he has led efforts to elucidate the evolution of chemicalsystems and their organization into living organisms. Through his collaborativeefforts, he has largely defined the entire science. -------------------- 15. Hayes, John M. Woods Hole Oceanographic Institution Election Year: 1998 NAS Section: Geology Status: Member Research/Expertise: biogeochemistry, isotopes, geomicrobiology, carbon cycle,evolution Citation Hayesis a geologist who has made important contributions to our understanding of theEarth's carbon cycle. He has demonstrated the importance of methanogenicbacteria in ancient ecosystems, discovered the large fluctuations in theisotopic composition of carbon in seawater just before the Cambrianevolutionary explosion, and pioneered exploitation of the isotopic compositionof biomarkers in such studies. --------------------- 16. Phillips, Tom L. University of Illinois at Urbana-Champaign Election Year: 1999 NAS Section: Plant Biology Status: Member Research/Expertise: paleobotany, paleoecology, evolution, tropical coal swamps,vascular plants, Pennsylvanian/Carboniferous coal age Citation Phillipschanged the way we study complex biodiversity patterns in Pennsylvanian-agewetland plant communities. He found gradients of species persisting throughtime, averaging 10 percent turnovers, until they are removed by majorextinction events related to global climate change. His research elucidated thehistory of early plant/animal interactions. --------------------- 17. Crane, Peter R. http://www.nasonline.org/site/Dir/750563972?pg=rslts Yale School of Forestry and Environmental Studies Election Year: 2001 NAS Section: Evolutionary Biology Status: Foreign Associate Research/Expertise: plants, diversity, paleontology, phylogeny, conservation Citation Fromthe United Kingdom, Crane's careful comparisons of fossil flowers with those oftheir living relatives provided insight into how different groups of floweringplants are interrelated and have changed through time. His analyses of theorigin and early evolution of flowering plants opened up whole new areas ofresearch on this dominant group of organisms. ============================= 附件 2 美国古植物学概况 古植物学的故事 161 期 Story of Palaeobotany Series (No.161): Historical perspective of Sino-American palaeobotanical communications http://bbs.scien cenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=571389 2012-5-15 22:53 古植物学的故事 (133 期 ) 【博物馆与古植物学 (Museum and Palaeobotany) 2 】 美国古植物学是如何崛起的？ ( 之十六 ) 美国的自然历史博物馆与古植物学崛起 Story of Palaeobotany Series (133): How did American palaeobotany rise? (Part XVI) American museums of natural history and the rapid rise of American palaeobotany http://blog.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=485370 2011-9-1123:17 古植物学的故事 (131 期 ) 美国古植物学是如何崛起的？ ( 之十五 ) 美国联邦和各州地质调查局（勘探局）与古植物学研究 Story of Palaeobotany Series (131): How did American palaeobotany rise? (Part XV) The Geological Surveys of the US and its States regarding palaeobotanical studies http://blog.sc iencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=478509 2011-8-2308:18 古植物学的故事（ 93 ） 美国古植物学研究力量的分布格局 Story of Palaeobotany Series (93): Brief introduction to the distribution pattern of research institutions of American palaeobotany htt p://www.sciencetimes.com.cn/blog/user_content.aspx?id=400122 发表于 2011-1-23:10:34 《古植物学的故事》资料补充与更正（第 5 次） 关于美国植物学会古植物学分会的几个奖励项目 The 5 th Addendum and erratum for the Story of Palaeobotany Series—Information about the awards of the Palaeobotanical Section of the Botanical Society of America http://www.sciencenet.cn/blog/user_content.aspx?id=395597 发表于 2010-12-21 0:55:12 古植物学的故事（编外故事） 美国科学院古植物学院士与外籍院士是如何遴选的？ Story of Palaeobotany Series (Supplemental issue): How is the palaeobotany Member or Foreign Associate of National Academy of Sciences of the United States selected? http://www.sciencenet.cn/blog/user_content.aspx?id=389796 发表于 2010-12-31:54:14 古植物学的故事 (75) ： 中国与美国古植物学交流与合作的大门是如何被打开的？ Story of Palaeobotany of Series(75): How was the door to the academic communication and cooperation between Chinese and American palaeobotanists re-opened in the 1970s? (in Chinese) http://www.sciencenet.cn/blog/user_content.aspx?id=378602 发表于 2010-10-30 11:36:36 古植物学的故事（ 42 ）： 耶鲁大学 --- 美国古植物学的一个摇篮 ---- 兼谈现代植物形态解剖学与化石植物生物学研究的联系 Story of Palaeobotany Series (No.42): Yale University---A cradle of American palaeobotany http://www.sciencenet.cn/blog/user_content.aspx?id=331226 发表于 2010-6-29:50:00 古植物学的故事（ 38 ）：美国科学院的古植物学院士与外籍院士 Story of Palaeobotany Series (No.38): Members and foreign associates of National Academy of Sciences (USA) regarding palaeobotany http://www.sciencenet.cn/blog/user_content.aspx?id=327253 发表于 2010-5-2123:10:47 古植物学的故事（ 17 ）：介绍美国植物学会古植物学分会 美国植物学会及其古植物学分会 ( 附一则科学通信 ) （第 2 部分 --- 介绍美国植物学会古植物学分会） Story of Palaeobotany Series (No.17) ： Brief introduction to Palaeobotanical Section of the Botanical Society of America http://www.sciencenet.cn/blog/user_content.aspx?id=277482 2009-12-10 5:26:02 古植物学的故事（ 7 ）：中国与美国古植物学的交流与合作历史（简述与问题） Story of Palaeobotany Series (No.7): Brief introduction to the history of palaeobotanical communication and co-operation between China and USA http://www.sciencenet.cn/blog/user_content.aspx?id=252855 2009-9-2 10:59:53 古植物学的故事（ 6 ）： 残酷的现实与严峻的挑战：看看中国与美国古植物学综合实力的巨大差距 Story of Palaeobotany Series(No.6): Chinese palaeobotany lags behind far from American counterpart http://www.sciencenet.cn/blog/user_content .aspx?id=252455 http://blog.sciencenet.cn/blog-225931-252455.html 2009-8-31 13:14:47 古植物学的故事 161 期 Story of Palaeobotany Series (No.161): Historical perspective of Sino-American palaeobotanical communications http://bbs.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=571389 2012-5-15 22:53 古植物学的故事 157 期 Story of Palaeobotany Series (No.157): 耶鲁大学 Peabody 自然历史博物馆与古植物学 ------ 古植物学研究的“美国模式” How to promote the rapid rise of Chinese palaeobotany in the round? (Part XII) An American model: Palaeobotanical studies of the Yale Peabody Museum of Natural History http://bbs.sciencenet.cn/home.php?mod=spaceuid=22593 1do=blogquickforward=1id=567922 2012-5-622:57 ------------------- 附件 3 美国古植物学家 古植物学的故事 201 期 Story of Palaeobotany Series (No.201) 美籍印度裔古植物学家 Shya Chitaley （ 1918--2013 ）活了两辈子 American-Indian palaeobotanist Shya Chitaley (1918--2013) built her palaeobotanical careers twice: one in Indian and the other in the USA http://blog.sciencenet.cn/blog-225931-735861.html 2013-10-25 02:37 古植物学的故事 (170 期 ) 美国当代古植物学家（之十） 美国地 质 学家和古植物学家 Aureal Theophilus Cross (1916--2013) Story of Palaeobotany Series (169) Modern American palaeobotanist (Part X) American geologist and palaeobotanist—Aureal Theophilus Cross (1916--2013) http://bbs.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=592125 2012-7-1419:11 http://blog.scienc enet.cn/blog-225931-592125.html 古植物学的故事 (169 期 ) 美国古植物学是如何崛起的？ ( 之十八 ) 美国古植物学家 John Hobart Hoskins （ 1896---1957 ） Story of Palaeobotany Series (169): How did American palaeobotany rise? (Part XVIII) Distinguished palaeobotanist John Hobart Hoskins （ 1896---1957 http://bbs.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=591902 2012-7-1322:27 http://blog.sciencenet.cn/blog-225931-591902.html 古植物学的故事 (167 期 ) 美国古植物学是如何崛起的 ？ ( 之十七 ) 北美古植物学名 师 Wilson Nichols Stewart （ 1917--2004 ） Story of Palaeobotany Series (167): How did American palaeobotany rise? (Part XVII) Distinguished palaeobotanist Wilson Nichols Stewart （ 1917--2004 ） http://blog.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=589618 2012-7-6 23:38 http://blog.sciencenet.cn/blog-225931-589618.html 《古植物学的故事》 资 料 补 充与更正 （ 第 12 次 ） American geologist and palaeobotanist, Charles David White , NAS (1862---1935) http://blog.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=583520 2012-6-1822:27 http://blog.sciencenet.cn/blog-225931-583520.h tml 古植物学的故事 134 期 美国当代古植物学家（之九） 专业精神的榜样 ---- 耶鲁大学古植物学家 Leo J. Hickey 教授 Story of Palaeobotany Series(134): Modern American palaeobotanist(Part IX) Yale palaeobotanist—Professor Leo Hickey http://bbs.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=486065 2011-9-1322:22 古植物学的故事（ 130 期） 美国当代古植物学家（之八） 美国华裔古植物学家刘裕生 Story of Palaeobotany Series(130): Modern American palaeobotanist(Part VIII) Chinese American palaeobotanist --Yusheng (Christopher) Liu http://blog.sciencenet.cn/home.php?mod=s paceuid=225931do=blogquickforward=1id=477911 2011-8-2112:37 古植物学的故事（ 129 期） 美国当代古植物学家（之七） 认识自然理解自然 ---Fancis M. Hueber 与巨型蘑菇化石 Prototaxites Story of Palaeobotany Series(129): Modern American palaeobotanist(Part VII) American palaeobotanist Fancis M. Hueber and huge “mushroom” Prototaxites http://blog.sciencenet.cn/home.php?mod=spaceuid=225931do=blogid=476887 2011-8-1820:55 古植物学的故事（ 128 期） 美国当代古植物学家（之六） “喜欢做” + “适合做”：堪称劳模的美国古植物学家 Steven R. Manchester Story of Palaeobotany Series(128): Modern American palaeobotanist(Part VI) Diligent American palaeobotanist Steven R. Manchester http://blog.sciencenet.cn /home.php?mod=spaceuid=225931do=blogquickforward=1id=475473 2011-8-1517:54 古植物学的故事（ 127 期） 美国古植物学是如何崛起的？ ( 之十四 ) 没有博士学位的哈佛古植物学家 W illiam Culp Darrah （ 1909--1989 ） Story of Palaeobotany Series (127): How did American palaeobotany rise? (Part XIV) Harvard palaeobotanist W illiam Culp Darrah （ 1909--1989 ） http://blog.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=468850 2011-7-2707:45 古植物学的故事（ 126 期） 美国当代古植物学家（之五） 高产专著的古植物学家 Daniel Isaac Axelrod （ 1910--1998 ） Story of Palaeobotany Series(126): Modern American palaeobotanist(Part V) Prolific American palaeobotanist---- Daniel Isaac Axelrod （ 1910--1998 ） http://blog.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=468477 2011-7-2607:06 古植物学的故事（ 125 期） 美国当代古植物学家（之四） 美国科学院院士、哈佛大学古植物学家 Elso Sterrenberg Barghoorn Jr.(1915--1984) Story of Palaeobotany Series(125): Modern American palaeobotanist(Part IV) Harvard palaeobotanist Elso Sterrenberg Barghoorn Jr.(NAS, 1915--1984) http://blog.sciencenet.cn/home.php?mod=space uid=225931do=blogquickforward=1id=467085 2011-7-2122:37 古植物学的故事（ 124 ）期 美国当代古植物学家（之三） 美国科学院院士、古植物学家 Thomas Norwood Taylor Story of Palaeobotany Series(124): Modern American palaeobotanist(Part III) Famous American palaeobotanist-- Famous American palaeobotanist (NAS) http://blog.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=466381 2011-7-1922:09 古植物学的故事（ 123 ）期 美国当代古植物学家（之二） 古植物学名师 Theodore Delevoryas （ 1929-- ） Story of Palaeobotany Series(123): Modern American palaeobotanist(Part II) Famous American palaeobotanist Theodore Delevoryas （ 1929-- ） http://blog.sciencenet.cn/home.p hp?mod=spaceuid=225931do=blogid=465670 2011-7-1717:50 古植物学的故事（ 122 期） 美国古植物学是如何崛起的？ ( 之十三 ) 美国科学院院士、木材解剖学家 Irving Widmer Bailey (1884-1967) Story of Palaeobotany Series (122): How did American palaeobotany rise? (Part XIII) Wood anatomist Irving Widmer Bailey (NAS, 1884-1967) http://blog.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=463431 2011-7-1008:04 古植物学的故事（ 121 ）期 美国当代古植物学家（之一） 2009 年度中国政府 “ 友谊奖 ” 获得者 ---- 当过“报童”的美国科学院院士 David L.Dilcher 教授 Story of Palaeobotany Series(121): Modern American palaeobotanist(Part I) The Year-2009 Chinese Government Friendship Prize winner-- David L. Dilcher(NAS) http://blog.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=460601 2011-6-2921:55 古植物学的故事（ 118 期） 美国古植物学是如何崛起的？ ( 之十二 ) 植物形态学与胚胎学的状元老师 John Theodore Buchholz (1888--1951) 和他的状元学生 Story of Palaeobotany Series (118): How did American palaeobotany rise? (Part XII) Plant morphologist and embryologist John Theodore Buchholz (1888--1951) and his talent students http://blog.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=449332 2011-5-2921:57 古植物学的故事（ 117 期） 美国古植物学是如何崛起的？ ( 之十一 ) 植物形态学与胚胎学名师 -- Charles Joseph Chamberlain(1863--1943) Story of Palaeobotany Series (117): How did American palaeobotany rise? (Part XI) Great teacher of plantmorphology and embryology Charles Joseph Chamberlain(1863--1943) http://blog.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=444491 2011-5-1521:11 古植物学的故事（ 116 ） 美国古植物学是如何崛起的？ ( 之十 ) 美国科学院院士、植物形态学家 John Merle Coulter(1851--1928) Story of Palaeobotany Series (116): How did American palaeobotany rise? (Part X) Plant morphologist John Merle Coulter(NAS,1851--1928) http://blog.sciencenet.cn/home.php?mod=spaceuid=225931do=blogquickforward=1id=442029 2011-5-822:36 一篇未写完的《古植物学的故事》 http://www.sciencenet.cn/blog/user_content.aspx?id=403166 发表于 2011-1-111:50:08 古植物学的故事（ 102 ） 美国古植物学是如何崛起的？ ( 之九 ) Ralph Works Chaney(1890--1971)—20 世纪国际古植物学的著名学术领袖 Story of Palaeobotany Series (102): How did American palaeobotany rise? (Part IX) Ralph Works Chaney (1890--1971), a leader of world palaeobotany in the 20 th century 古植物学的故事（ 101 ） 美国古植物学是如何崛起的？ ( 之八 ) George Reber Wieland 与《美国化石苏铁》 Story of Palaeobotany Series (101): How did American palaeobotany rise? (Part VIII) George Reber Wieland (1865--1953) and American Fossil Cycads http://www.sciencenet.cn/blog/user_content.aspx?id=403165 发表于 2011-1-111:45:15 古植物学的故事（ 100 ） 美国古植物学是如何崛起的？ ( 之七 ) “古植物学家的古植物学家” (palaeobotanist's palaeobotanist)-- Harry Dunlap MacGinitie (1896--1987) Story of Palaeobotany Series (100): How did American palaeobotany rise? (Part VII) Palaeobotanist's palaeobotanist-- Harry Dunlap MacGinitie ( 1896--1987), http://www.sciencenet.cn/blog/user_content.aspx?id=401448 发表于 2011-1-60:13:24 古植物学的故事（ 99 ） 美国古植物学是如何崛起的？ ( 之六 ) 传奇古植物学家 Adolph Carl Noé （ 1873--1939 ）与煤核在美国的重大发现 Story of Palaeobotany Series (99): How did American palaeobotany rise? (Part VI) Adolph Carl Noé ( 1873--1939),a famous American palaeobotanist from the late 19 th century to the1930s http://www.sciencenet.cn/blog/user_content.aspx?id=401443 发表于 2011-1-523:55:05 古植物学的故事（ 98 ） 美国古植物学是如何崛起的？ ( 之五 ) 19 世纪后期至 20 世纪初期美国古植物学家 Frank Hall Knowlton Story of Palaeobotany Series (98): How did American palaeobotany rise? (Part V) Frank Hall Knowlton ( 1860--1926), a famous American palaeobotanist from the late 19 th century to the mid-1920s http://www.sciencenet.cn/blog/user_content.aspx?id=401082 发表于 2011-1-50:26:09 古植物学的故事（ 97 ） 美国古植物学是如何崛起的？ ( 之四 ) 19 世纪后期至 20 世纪上半叶美国古植物学家 --- Charles Arthur Hollick Story of Palaeobotany Series (97): How did American palaeobotany rise? (Part IV) Charles Arthur Hollick ( 1857--1933),a famous American palaeobotanist from the late 19 th century to the early 1930s http://www.sciencenet.cn/blog/user_content.aspx?id=401081 发表于 2011-1-50:21:26 古植物学的故事（ 96 ） 美国古植物学是如何崛起的？ ( 之三 ) 19 世纪下半叶至 20 世纪初美国古植物学的一位代表人物 --- William Morris Fontaine Story of Palaeobotany Series (96): How did American palaeobotany rise? (Part III) William Morris Fontaine ( 1835--1913),a famous American palaeobotanist from the second half of the 19 th century to the early beginning of the 20 th century http://www.sciencenet.cn/blog/user_content.aspx?id=401078 发表于 2011-1-50:12:51 古植物学的故事（ 95 ） 美国古植物学是如何崛起的？（之二） 19 世纪美国古植物学的一位代表人物 --John Strong Newberry Story of Palaeobotany Series (95): How did American palaeobotany rise? (Part II) John Strong Newberry ( 1822—1892),a famous American palaeobotanist in the 19 th century http://www.sciencetimes.com.cn/blog/user_content.aspx?id=400748 发表于 2011-1-44:49:15 古植物学的故事（ 94 ） 美国古植物学是如何崛起的？ ( 之一 ) 美国古植物学先驱 Charles L é o Lesquereux Story of Palaeobotany Series (94): How did American palaeobotany rise? (Part I) Charles L é o Lesquereux ( 1806—1889), a founder of Americapalaeobotany http://www.sciencetimes.com.cn/blog/user_content.aspx?id=400747 发表于 2011-1-44:46:10 古植物学的故事（ 35 ）： 为古植物学而生、为古植物学而死 --- 纪念杰出的古植物学家 Jack Albert Wolfe (1936—2005) Story of Palaeobotany Series (No.35): To be born and dead for palaeobotany—in memory of Jack Albert Wolfe (1936—2005) http://www.sciencenet.cn/blog/user_content.aspx?id=297417 发表于 2010-2-254:47:44 ------------------ 古植物学的故事 228 期 Stor y of Pal aeobotany Series (No.228 ) Umbrella of American palaeobotany: An unfinished list of American palaeobotanists http://blog.sciencenet.cn/blog-225931-826366.html 2014-9-10 05:45
参考http://docs.python.org/2/tutorial/datastructures.html#SECTION007110000000000000000 li = li.extend( ) li li 'f' li.append( ) li ] li.insert(i,x) 在标号为i的元素处添加list x li.remove(x)删除list x从li li.pop( ): 如果i缺省则删除list最后一个元素，如果不赋值，则删除标号为i的元素，这里' print a . count ( 333 ), a . count ( 66.25 ), a . count ( 'x' ) 2 1 0 a . insert ( 2 , - 1 ) a . append ( 333 ) a a . index ( 333 ) 1 a . remove ( 333 ) a a . reverse () a a . sort () a list用成栈----先进后出 li.append li.pop list用成队列 要用collections.deque---先进先出 from collections import deque queue = deque ( ) queue . append ( Terry ) # Terry arrives queue . append ( Graham ) # Graham arrives queue . popleft () # The first to arrive now leaves 'Eric' queue . popleft () # The second to arrive now leaves 'John' queue # Remaining queue in order of arrival deque( ) 当使用list时，有最重要的三个函数:filter(), map() 以及 reduce() filter(function, sequence) e.g. def f ( x ): return x % 2 != 0 and x % 3 != 0 ... filter ( f , range ( 2 , 25 )) filter函数适用于逻辑函数，返回的是在range范围内，即2-24(包含)中使得f函数为真的值 map(function,sequence) e.g. def cube ( x ): return x * x * x ... map ( cube , range ( 1 , 11 )) map函数适用于对list整个处理，如果输入参数是两个变量的话，可以用map(cube,range1,range2) reduce(function,sequence) e.g. def add ( x , y ): return x + y ... reduce ( add , range ( 1 , 11 )) 55 reduce函数返回的是一个值，通过函数add调用sequence的前两个值，计算得到的结果作为输入，再继续调用下一个值，适用于求累加或者累积 链表推导 e.g.1 squares = e.g.2 for y in if x != y ] e.g.3 vec = , , ] e.g.4 matrix = , ... , ... , ...] for row in matrix ] for i in range ( 4 )] , , , ] 与 zip ( * matrix ) 等同
发表的期刊论文的列表 Full list of journal papers 5. Predicting Subcellular Localization of Non-Coding RNAs Based Only on Their Sequences Information. (being prepared) 4. An Ensemble Classifier for Predicting the Subcellular Localization of Archaea Proteins. (being prepared) 3. A Novel Multi-Label Ensemble Classifier for Predicting Protein Subnuclear Localization by Incorporating Four Kinds of Features. (being prepared) 2. DNA sequence-dependent physical properties are predictive for identifying 5′/3′ splicing sites. (submitted) 1. PreDNA: accurate prediction of DNA-binding sites in proteins by integrating sequence and geometric structure information.
近想先做一下 DBLP 和 微博的比较试验，所以文章阅读主要集中于异构网络方面，博客将对讨论班上的讲解再次进行细化。 ***表示精读过 RankClus: *** 2009-EDBT-RankClus_ Intergrating Clustering with Ranking for Heterogeneous Information Network Analysis *** 2009-KDD-Ranking-based clustering of heterogeneous information networks with star network schema 辅助性文章： 2007-SIAM-Multi-way clustering on relation graphs 2005-ICML-Multi-way distributional clustering via pairwise inter actions 2006-ICML-Spectral clustering for multi-ype realtional data RankClass: *** 2010-PKDD-Graph Regularized Transductive Classification on Heterogeneous Information Networks *** 2011-KDD-Ranking-based classification of heterogeneous information networks 辅助性文章： *** 2003-NIPS-Learning with local and global consistency 2001-NIPS-On spectral clustering-analysis and an algorithm Meta Path: 2011-VLDB-PathSim Meta Path-Based Top-K Similarity Search in heterogeneous Information Networks Path Prediction: 2011-ASONAM-Co-Author Relationship Prediction in Heterogeneous Bibliographic Networks 2012-WSDM-When will it happen relationship prediction in heterogeneous information networks User-Guided Clustering via Meta-Path Selection 2011-CIKM-User guided entity similarity search using meta-path selection in heterogeneous information networks 2012-SIGKDD-Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks.pdf 新的文章： 2013-IEEE-Reinforced Similarity Integration in Image-Rich Information Networks. 2013-SBP- A Text Cube Approach to Human, Social and Cultural Behavior in the Twitter Stream. 2013-WSDM- Exploring structure and content on the web: extraction and integration of the semi-structured web 辅助性论文： Personal Pagerank 2003-WWW-Scaling personalized web search 2005-Internet Mathematics-Towards scaling fully personalized pagerank: Algorithms, lower bounds, and experiments 2008-WWW-Fast algorithms for topk personalized pagerank queries SimRank: 2002-InKDD-Simrank: a measure of structural-context similarity. 2008-PVLDB-Accuracy estimate and optimization techniques for simrank computation 2009-ICDE-Top-k set similarity joins
Uncovering Social Spammers Social Honeypots + Machine Learning , 2010 SIGIR Content-Driven Detection of Campaigns in Social Media , 2011 CIKM Seven Months with the Devils: A Long-Term Study of Content Polluters on Twitter , 2011 AAAI Detecting Collective Attention Spam , 2012 WebQuality Temptin Destructive Users in Social Media ，2010 AAAI Understanding and Combating Link Farming in the Twitter Social Network ，2012 WWW
【DUX-2003】How Do Users Evaluate the Credibility of Web Sites? A Study with Over 2,500 Participants 探索哪些因素影响人们对一个网站可信度的评估。实验方法是选取适当类别的网站，雇佣参与者对齐可信度打分，并附上评论。研究者从评论中提取关键字，分析哪些因素是主导的。最终的结论是：Design look，information structure，information focus排前三。文章最后通过实验结果给人际交互设计工程师提供了一些可行性建议。 【JS-2010】Improving Search and Information Credibility Analysis from Interaction between Web1.0 and Web2.0 Content 本文介绍如何让Web1.0与Web2.0 Content相互作用，给用户提供对比信息，帮助评估信息可信度。方法是综合运用各方面的类似信息，比如考虑用户对类似信息的评论的等。但正如本文所说，他们的目的是给用户提供附加信息以帮助他们判断一条信息的可信度，而非自动判定某些信息的可信度。 【WIKIS-2008】Assigning trust to Wikipedia content 本文是基于一个已开发的系统。改系统能够评价Wikipedia中文章里的每个word的信任值。它只需两个输入：1、文章的历史版本。2、贡献者的名望。而第2个输入是借助另一个系统得到的。 【AND-2010】Statement Map-Reducing Web Information Credibility Noise through Opinion Classification 本文讲了Statement Map系统是如何帮助用户评价信息的可信度的。SM系统将用户Quary与包含各种观点的相关文本匹配关系，得到四类语义关系 ，为用户提供指导性意见。 【WWW-2009】Blog Credibility Ranking by Exploiting Verified Content 对Blog可信度评估。有辅助语料库。方式：1、Blogs与语料库的数量结构进行对比。2、Blog与验证过的语料库的内容分析。用到的方法：NLP，cosine similarity 【ISUC-2008】Information Credibility Analysis of Web Contents 本文基于一个系统，它能整合相关信息（包括相关网页中正反意见的数量，消息发布者的可信度一级文档形式、表面特征等）一帮助用户分辨可信信息，而非自动判定信息可信度。过程中用到了自然语言处理的方法，而且用到的硬件设备也很豪华。 【SIGIR-2010】Evaluating and predicting answer quality in community QA 本文讲如何预测CQA中的高质量回答。用Yahoo!Answer做的实验，先用土耳其机器人得到高质量回答的训练集，选取11个回答的特征用训练集训练逻辑回归分类器，得到起主导作用的特征，从而发现哪些特征影响回答质量 【WISA-2011】Evaluation Method of Information Credibility Based on the Trust Features of Web Page 【WSDM-2008】Finding High-Quality Content in Social Media 【WWW-2009】Statement Map - Assisting Information Credibility Analysis by Visualizing Arguments 【WWW-2010】Trust in Wikipedia How Users Trust Information from an Unknown Source 【WWW-2010】What is twitter a social network or a news media 【WWW-2011】Information credibility on twitter 【WI-2009】Rigorous probabilistic trust-inference with applications to clustering 【1st Workshop on Social Media Analytics-2010】Twitter under cirsis 【CHI-2011】Augment Web Pages and Search Results to Support Credibility Assesment
上学期已读文章 1：Influence in social networks （1）：Signed networks in social media （2）：OOLAM: an opinion oriented link analysis model for influence persona discovery （3）：CASINO: towards conformity-aware social influence analysis in online social networks （4）：The slashdot zoo: mining a social network with negative edges （5）：Predicting positive and negative links in online social networks(key) （6）：Friend or frenemy?: predicting signed ties in social networks （7）：Propagation of trust and distrust （8）：The link-prediction problem for social networks （9）：Inferring social ties across heterogenous networks （10）：What is Twitter, a Social Network or a News Media?(key) （11）：Measuring user influence in Twitter: The million follower fallacy （12）：TwitterRank: finding topic-sensitive influential twitterers(key) （13）：Identifying topical authorities in microblogs （14）：Cognos: crowdsourcing search for topic experts in microblogs （15）：Social influence analysis in large-scale networks （16）：Influence and correlation in social networks 2：Information diffusion （1）：Maximizing the spread of influence through a social network (key) （2）：Extracting influential nodes on a social network for information diffusion （3）：Influential nodes in a diffusion model for social networks （4）：The dynamics of viral marketing （5）：Earthquake shakes Twitter users: real-time event detection by social sensors （6）：Influence Diffusion Dynamics and Influence Maximization in Social Networks with Friend and Foe Relationships （7）：Inferring networks of diffusion and influence （8）：Modeling information diffusion in implicit networks (key) （9）：Information diffusion and external influence in networks 3：Sociology related papers （1）：Structural balance: a generalization of Heider's theory （2）：The strength of weak ties （3）：The strength of strong ties: The importance of philos in organizations 本学期计划 这几篇都是关注Retweet，这学期打算先从这方面入手 （1）：Influence and Passivity in Social Media （2）：TURank: Twitter User Ranking Based on User-Tweet Graph Analysis （3）：Topical semantics of twitter links （4）：Want to be Retweeted? Large Scale Analytics onFactors Impacting Retweet in Twitter Network （5）：Authoritative sources in a hyperlinked environment 这几篇是关注用户action来分析influence的 （6）：Identifying influential users by their postings in social networks （7）：Influence and correlation in social networks （8）：Efficient identification of starters and followers in social media 下面是influence diffusion （9）：Inferring networks of diffusion and influence （10）：Information transfer in social media （11）：Social Influence Analysis in Microblogging Platforms （12）：Social influence analysis in large-scale networks （13）：Approximation Analysis of Influence Spread in Social Networks （14）：Determining influential users in internet social networks （15）:Measuring Message Propagation and Social Influence on Twitter.com （16）：Influence and correlation in social networks （17）：Learning influence probabilities in social networks
Read List： 1994_Environmeteics_Positive matrix factorization A non-negative factor model with optimal utilization of error estimates of data values.pdf 1997_JM_A fast non-negativity-constrained least squares algorithm.pdf 1999_nature_Learning the parts of objects by non-negative matrix factorization.pdf 2000_IEEE_Normalized Cuts and Image Segmentation.pdf 2001_NIPS_Algorithms for non-negative matrix factorization.pdf 2001_CVPR_Learning Spatially Localized, Parts-B ased Representation.pdf 2001_PSUTR_Spectral Relaxation Models And Structure Analysis For K-Way Graph Clustering And Bi-Clustering .pdf 2001_WI_ICA.pdf 2002_IEEE_Algorithms for Non-Negative Independent Component Analysis .pdf 2002_NIPS_Spectral relaxation for K-means clustering.pdf 2002_NNSP_non-negative sparse coding.pdf 2003_ICASSP_NON-NEGATIVE MATRIX FACTORIZATION FOR VISUAL CODING.pdf 2004_NIPS_When Does Non-Negative Matrix Factorization give a correct Decomposition into parts.pdf 2004_Non-negative Matrix Factorization with Sparseness Constraints.pdf 2004_On reduced rank nonnegative matrix factorization for symmetric nonnegative matrices.pdf 2005-IEEE-Sparse image coding using a 3D non-negative tensor factorization.pdf 2005_ECML_Nonnegative Lagrangian Relaxation of K-Means and Spectral Clustering.pdf 2005_On the Equivalence of Nonnegative Matrix Factorization and Spectral Clustering.pdf 2005_ISSTECH_ Projected Gradient Methods for Non-negative Matrix Factorization.pdf 2005_SCIA_Projective Nonnegative Matrix Factorization for Image Compression and Feature Extraction.pdf 2006-IEEE-SOUND SOURCE SEPARATION USING SHIFTED NON-NEGATIVE TENSOR.pdf 2006_ACM_Orthogonal Nonnegative Matrix Tri-Factorizations for Clustering.pdf 2006_ICAISCP_Non-negative matrix factorization with quasi-Newton optimization.pdf 2006_ICDM_The Relationships Among Various Nonnegative Matrix Factorization Methods for Clustering.pdf 2006_IEEE_Convex and Semi-Nonnegative Matrix Factorizations.pdf 2006_IEEE_Nonsmooth nonnegative matrix factorization.pdf 2006_LAA_Nonnegative matrix factorization for spectraldata analysis.pdf 2006_Nonnegative matrix factorization for spectral data analysis.pdf 2007-ISSN-Regularized Alternating Least Squares Algorithms for Non-negative MatrixTensor Factorization.pdf 2007_CSDA_Algorithms and applications for approximate nonnegative matrix factorization.pdf 2007_ICDM_Solving Consensus and Semi-supervised Clustering Problems Using Nonnegative Matrix Factorization.pdf 2007_NC_Projected Gradient Methods for Nonnegative Matrix Factorization.pdf 2007_VLSI_Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy.pdf 2008_ICDM_Non-negative Matrix Factorization on Manifold.pdf 2008_ICDM_Nonnegative Matrix Factorization for Combinatorial Optimization Spectral Clustering Graph Matching and Clique Finding.pdf 2008_IJCNN_Algorithms for orthogonal nonnegative matrix factorization.pdf 2008_PR_SVD based initialization A head start for nonnegative matrix factorization.pdf 2008_SIAM_ Nonnegative Matrix FactorizationBased on Alternating Nonnegativity Constrained Least Squares and Active Set Method.pdf 2008_Non-negative matrix factorization for semi-supervised data clustering.pdf 2008_SIAM_ Fast Newton-type methods for the least squares nonneg-ative matrix approximation problem.pdf 2008_SIAM_Semi-Supervised Clustering via Matrix Factorization.pdf 2010_AAAI_Non-Negative Matrix Factorization with Constraints.pdf 2010_ECML_Improved MinMax Cut Graph Clustering with Nonnegative Relaxation.pdf 2010_Extended Semi-supervised Matrix Factorization for Clustering.pdf 2010_ICDM_Integrating Symmetric Nonnegative Matrix Factorization and Normalized Cut Spectral Clustering.pdf 2010_Semi-Supervised Nonnegative Matrix Factorization.pdf 2011-JCAM-A multilevel approach for nonnegative matrix factorization.pdf 2011-SADM-Non-Negative Residual Matrix Factorization.pdf 2011_AMC_An alternating projected gradient algorithm for nonnegative matrix factorization.pdf 2011_CIKM_Simultaneous Clustering of Multi-Type Relational Data via symmetric nonnegative matrix tri-factorization.pdf 2011_ICDM_Learning Spectral Embedding for Semi-supervised Clustering.pdf 2011_IEEE_Symmetric Nonnegative Matrix Factorization：Algorithms and Applications to Probabilistic.pdf 2012-ICAISC-Initialization of Nonnegative Matrix.pdf 2012-IEEE-Coupled Nonnegative Matrix Factorization Unmixing.pdf 2012-IWSSIP-AUTOMATIC CYMBAL CLASSIFICATION.pdf 2012-JMLR-MahNMF：Manhattan Non-negative Matrix Factorization.pdf 2012-LSJ-Image Denoising based on Sparse Representation and Non-Negative Matrix Factorization.pdf 2012_ICNIP_Adaptive Multiplicative Updates for Projective Nonnegative Matrix Factorization.pdf 2012_ICONIP_Adaptive Multiplicative Updates for Projective Nonnegative Matrix Factorization.pdf 2012-CORR-Two Algorithms for Orthogonal Nonnegative Matrix Factorization with Application to Clustering.pdf Nonnegative Matrix Factorization for Clustering（概述）.pdf
1、2009_TKDE_A survey of uncertain data algorithms and applications 2、2005_PAKDD_UK-means_Uncertain data mining An example in clustering location data 3、2006_ICDM_UK-means改进算法_Efficient Clustering Of Uncertain Data 4、2008_UK-means改进算法_Clustering uncertain data using voronoi diagrams 5、2008_K-Medoids_Clustering Uncertain Data Via K-Medoids 6、2007_CK-means_Reducing UK-means to K-means 7、2005_KDD_FDBSCAN_density based clustering of uncertain data 8、2005_FOPTICS_Hierarchical density based clustering of uncertain data 9、2005_SSDBM_Clustering_Moving_Objects_via_Medoid_Clusterings 10、2011_TKDE_Decision Trees for Uncertain Data 11、2011_SIAM_Subspace Clustering for Uncertain Data 12、2011_TKDE_Clustering Uncertain Data Based on Probability Distribution Similarity 13、2010_ICDE_U-DBSCAN :A Density-Based Clustering Algorithm for Uncertain Objects 14、2011_山大学报_一种基于相似度概率的不确定分类数据聚类算法 15、2011_不确定性数据聚类挖掘研究综述 16、2011_UIDK_means_多维不确定性测量数据聚类算法 17、2009_计算机学报_基于密度的不确定性数据概率聚类 18、基于近似骨架的不确定数据聚类算法 19、2012_KDD_DAGger:Clustering Correlated Uncertain Data. 20、2012_VLDB_Uncertain Centroid based Partitional CLustering of Uncertain Data. 21、2012_MIPRO_The Segmentation of Data Set Area method in the clustering of uncertain data 22、2012_FSKD_Dynamic density-based clustering algorithm over uncertain data streams
I decided that I needed a break from the "never-ending" project on OMZs (oxygen minimum zones). So, I went to China for a four-week tour of four different labs/departments. After I left for China, the PI sent out the latest version of the manuscript for all co-authors to read. I was busy, and didn't check the email carefully. Time went by, and I am back, to finish the paper. Somehow, I felt something was missing. So, I checked the PI's email, and discovered that one co-author was "dropped" from the mailing list. OMG! I used to laugh at such email: "Please let me know if you do not receive this email." Well, I will not laugh again, but I will say: "Please reply to confirm you have received this email."
Do you have a black list of names? I knew a journal black-listed some reviewers who never did their duty on time or worse, never returned their reviews. Well, I am putting one author on my black list of names that I will not deal with. I edited his manuscript once, which was a pain in the neck because he came from a country where English is one of the official languages. So, in that sense he is a native speaker, and I am NOT. When the manuscript was sent back to me for another round of editing by his adviser, I refused: What is the point to edit it again when many of my editing suggestions were rejected. Let's not waste your money and my precious time! Now, the paper is accepted, and the adviser asked me to edit it one more time. What a PAIN! So many careless mistakes and typos. Some sentences make no bloody sense! I wish I could say NO to this client (the adviser), but he is also a friend of mine. God, where are you? Please give me strength to finish this painful job!
07年有部美国电影叫做“一路玩到挂” The Bucket List. 不能免俗，早早规划，一年减去两三个，到如今也玩了一半啦。基本是名山史迹，或人文民俗的选择。爱在沙滩发呆的小妹曾说“你度假就和打仗似的，一个地方要歇下来慢慢玩”。可是人生有体力有票子有时间的机会真的不够赶着跑，用自己的眼睛看一下还没有被商业和战争完全改变的世界（阿富汗是永远的遗憾啊）。属于系统性的搜寻，需要精神气力的排前面完成，还在继续补充改进中，欢迎建议。 去新加坡已经迅速的解决了一批东南亚的，对千年以前印度文明在亚洲大陆的影响大长见识。 研究了下剩下的，踅摸着也许该考虑下Dubai的工作？这一阵据说埃及中东的游人很少，可以去溜达下？ 上次回国碰到一位六十多的大叔，因工作的缘故常在外面跑，快出百国游记啦。 努力！跑完这些，会去最喜欢的云贵川，秘鲁，葡萄牙慢慢走走。 - The Great Wall the Forbidden City. - Potala palace Tibet - Grand Canyon, Bryce, Zion, Arches - Denali Kenai, Alaska - The Alaska marine highway - Niagara Falls foliage of Maine New England - Yellowstone Teton - Canadian Rockies - Volcano Park, Hawaii - Sierra Nevada, California - The Great Smoky mountains - Swiss Alps - French Alps Southern France - Chinese antiquities in Xi'an - Tibetan regions of Sichuan - Ethnic regions in Yunan - Hayia Sofia, Ottoman relics in Istanbul - Machu Picchu Inca ruins, Lake Titicaca - Mayan ruins - The yellow mountain Ming residences of An Hui - Venice, Italy - Bavarian Germany - Sintra Lisboa, Portugal - Angkor, Cambodia - Jogia temples, Indonesia - Fall foliage, Kyoto Japanese Alps - Catalonia/Costa Brava, Spain TO DO - Patagonia fjords(Chile) - Argentina / Antarctica - Queen Charlotte Island, Canada - Spice Island, Tanzania - African safari, Kenya - Egypt - Petra, Jordan - Jerusalem - Iran - India - Sri Lanka - Bagan, Myanmar - Nordic countries, fjords aurora - Croatia/Italy - Aegean Isles - Algeria Morocco - Antiquities ruins in Syria Iraq - Easter island - South Island, New Zealand - Silk road and southern Xinjiang - Buddhist caves of Shanxi
No Free Lunch in Data Privacy Daniel Kifer*, Penn State; Ashwin Machanavajjhala, Yahoo A New Approach for Processing Ranked Subsequence Matching Based on Ranked Union Wook-Shin Han*, Kyungpook National University; Jinsoo Lee, Kyungpook National University; Yang-Sae Moon, ; Seung-won Hwang, ; Hwanjo Yu, POSTECH Automatic Discovery of Attributes in Relational Databases Meihui Zhang, National University of Singapore; Marios Hadjieleftheriou*, ATT Labs - Research; Beng Chin Ooi, National University of Singapore; Cecilia Procopiuc, ATT Labs - Research; Divesh Srivastava, ATT Labs - Research Exact Indexing for Support Vector Machines Hwanjo Yu*, POSTECH; Ilhwan Ko, POSTECH; Youngdae Kim, POSTECH; Seung-won Hwang, ; Wook-Shin Han, Kyungpook National University SkimpyStash: RAM Space Skimpy Key-Value Store on Flash-based Storage Biplob Debnath*, EMC Corporation; Sudipta Sengupta, Microsoft Research, Redmond, USA; Jin Li, Microsoft Research, Redmond, USA Local Graph Sparsification for Scalable Clustering Venu Satuluri*, The Ohio State Univeristy; Srinivasan Parthasarathy, The Ohio State University; Yiye Ruan, The Ohio State University BE-Tree: An Index Structure to Efficiently Match Boolean Expressions over High-dimensional Discrete Space Mohammad Sadoghi*, University of Toronto; Hans-Arno Jacobsen, University of Toronto Efficient Parallel Skyline Processing using Hyperplane Projections Henning Koehler*, University of Queensland; Jing Yang, ; Xiaofang Zhou, University of Queensland Latent OLAP: Data Cubes over Latent Variables Bee-Chung Chen*, Yahoo! Research; Deepak Agarwal, Yahoo! Research How Soccer Players Would Do Stream Joins Jens Teubner*, ETH Zurich; Rene Mueller, IBM Almaden Ranking with Uncertain Scoring Functions: Semantics and Sensitivity Measures Mohamed Soliman*, University of Waterloo; Ihab Ilyas, University of Waterloo ; Davide Martinenghi, Politecnico di Milano; Marco Tagliasacchi, Politecnico di Milano Querying Uncertain Data with Aggregate Constraints Mohan Yang*, www.fang.com; Haixun Wang, ; Haiquan Chen, Auburn University; Wei-Shinn Ku, Collaborative Tagging for Effective Storage and Retrieval of Web 2.0 Data Meiyu Lu, NUS; Bing Tian Dai*, National Univ of Singapore; Anthny Tung, ; Divyakant Agrawal, UC Santa Barbara TI: An Efficient Indexing Mechanism for Real-Time Search on Tweets Chun Chen, College of Computer Science, Zhejiang University; Feng Li, National University of Singapo; Beng Chin Ooi, National University of Singapore; Sai Wu*, National Univ. of Singapore E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing Mo Liu*, Worcester Polytechnic Institut; Elke Rundensteiner, Worcester Polytechnic Institute; Kara Greenfield, Worcester Polytechnic Institute; Chetan Gupta, HP; Song Wang, HP; Abhay Mehta, HP; Ismail Ari, Ozyegin University Fast Personalized PageRank on MapReduce Bahman Bahmani, Stanford University; Kaushik Chakrabarti, Microsoft Research; Dong Xin*, Google Efficient Diversity-Aware Search Albert Angel*, University of Toronto; Nick Koudas, University of Toronto Keyword Search over Relational Databases: a Metadata Approach sonia Bergamaschi, ; Elton Domnori, Universita di Modena e RE; Francesco Guerra, Universita di Modena e RE; Raquel Trillo Lado, University of Zaragoza; Yannis Velegrakis*, University of Trento MaSM: Efficient Online Updates in Data Warehouses Manos Athanassoulis*, EPFL; Shimin Chen, Intel Labs Pittsburgh; Phillip Gibbons, Intel; Anastasia Ailamaki, EPFL; Radu Stoica, EPFL Changing Flights in Mid-air: A Model for Safely Modifying Continuous Queries Kyumars Sheykh Esmaili, ETH Zurich; Tahmineh Sanamrad, ETH Zurich; Peter Fischer*, ETH Zurich; Nesime Tatbul, ETH Zurich Entangled queries: enabling declarative data-driven coordination Nitin Gupta, ; Lucja Kot*, Cornell University; Sudip Roy, ; Gabriel Bender, Cornell University; Johannes Gehrke, ; Christoph Koch, Labeling Recursive Workflow Executions On-the-Fly Zhuowei Bao*, University of Pennsylvania; Susan Davidson, University of Pennsylvania; Tova Milo, Tel Aviv University Processing Theta-Joins using MapReduce Alper Okcan, Northeastern University; Mirek Riedewald*, Northeastern University Efficient Query Answering in Probabilistic RDF Graphs Xiang Lian*, HKUST; Lei Chen, Hong Kong University of Science and Technology Querying contract databases based on temporal behavior Elio Damaggio*, UCSD; Alin Deutsch, UCSD; Dayou Zhou, UCSD Score-Consistent Algebraic Optimization of Full-Text Search Queries with GRAFT Nathan Bales*, UC San Diego; Alin Deutsch, UCSD; Vasilis Vassalos, AUEB Mining a Search Engine’s Corpus: Efficient Yet Unbiased Sampling and Aggregate Estimation Mingyang Zhang*, The George Washington University; Nan Zhang, The George Washington University; Gautam Das, University of Texas at Arlington Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms Aaron Elmore, UC Santa Barbara; Sudipto Das*, UC Santa Barbara; Divyakant Agrawal, UC Santa Barbara; Amr El Abbadi, UC Santa Barbara Schedule Optimization for Data Processing Flows on the Cloud Herald Kllapi*, University Of Athens; Eva Sitaridi, University of Athens; Manolis Tsangaris, University of Athens; Yannis Ioannidis, University of Athens Operation-Aware Buffer Management in Flash-based Systems Yanfei Lv*, Peking University; Bin Cui, Pku; Bingsheng He, Nanyang Technological Universi; Xuexuan Chen, Peking University LazyFTL: A Page-level Flash Translation Layer Optimized for NAND Flash Memory Dongzhe Ma*, Tsinghua University; Jianhua Feng, Tsinghua University; Guoliang Li, Tsinghua University Reverse Spatial and Textual k Nearest Neighbors Search Jiaheng Lu, DEKE, Renmin University of China; Ying Lu*, Renmin University of China; Gao Cong, Nanyang Technological University We Challenge You to Certify Your Updates Su Chen, NUS; Xin Luna Dong, ATT Labs - Research; Laks VS Lakshmanan, ; Divesh Srivastava*, ATT Labs - Research Neighborhood Based Fast Graph Search in Large Networks Arijit Khan*, UCSB; Xifeng Yan, UCSB; Ziyu Guan, UCSB; Nan Li, UCSB; Supriyo Chakraborty, UCLA; Shu Tao, IBM CrowdDB: Answering Queries with Crowdsourcing Michael Franklin, UC Berkeley; Donald Kossmann, ETH Zόrich; Tim Kraska*, UC Berkeley; Sukriti Ramesh, ETH Zurich; Reynold Xin, UC Berkeley Assessing and Ranking Structural Correlations in Graphs Ziyu Guan*, UCSB; Jian Wu, Zhejiang University; Zheng Yun, Taobao.com; Ambuj Singh, UC - Santa Barbara; Xifeng Yan, UCSB Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework Yuting Lin*, NUS; Divyakant Agrawal, UC Santa Barbara; Chun Chen, College of Computer Science, Zhejiang University; Beng Chin Ooi, National University of Singapore; Sai Wu, National Univ. of Singapore Efficient Auditing For Complex SQL Queries Raghav Kaushik, Microsoft Research; Ravishankar Ramamurthy*, Microsoft Research Faerie: Efficient Filtering Algorithms for Approximate Dictionary-based Entity Extraction Guoliang Li*, Tsinghua University; Dong Deng, Tsinghua University; Jianhua Feng, Tsinghua University Interaction between Record Matching and Data Repairing Wenfei Fan, University of Edinburgh; Jianzhong Li, Harbin Institute of Technology; Shuai Ma, Beihang University, China; Nan Tang, University of Edinburgh; Wenyuan Yu*, University of Edinburgh A memory efficient reachability data structure through bit vector compression Sebastiaan van Schaik*, University of Oxford; Oege de Moor, University of Oxford Computing Laboratory Incremental Graph Pattern Matching Wenfei Fan, University of Edinburgh; Jianzhong Li, Harbin Institute of Technology; Jizhou Luo, Harbin Institute of Technology; Zijing Tan, ; Xin Wang, University of Edinburgh; Yinghui Wu*, University of Edinburgh WHAM: A High-throughput Sequence Alignment Method Yinan Li*, University of Wisconsin; Allison Terrell, University of Wisconsin; Jignesh Patel, University of Wisconsin Hash joins for multi-core CPUs Spyros Blanas, University of Wisconsin; Yinan Li*, University of Wisconsin; Jignesh Patel, University of Wisconsin Performance prediction for concurrent database workloads Jennie Duggan*, Brown University; Ugur Cetintemel, Brown University; Olga Papaemmanouil, Brandeis University; Eli Upfal, Brown University Query Optimization Techniques for Partitioned Tables Herodotos Herodotou*, Duke University; Nedyalko Borisov, Duke University; Shivnath Babu, Duke University TrustedDB. A Trusted Hardware - based Outsourced Database Engine. Sumeet Bajaj*, Stony Brook; Radu Sion, SUNY Stony Brook On k-skip shortest paths Yufei Tao*, Chinese Univ. of Hong Kong; Cheng Sheng, The Chinese University of Hong Kong; JIan Pei, Simon Fraser Univ. Apples and Oranges: A Comparison of RDF Benchmarks and Real RDF Datasets Songyun Duan, IBM T. J. Watson; Anastasios Kementsietsidis*, IBM Research - Thomas J. Watson Research Ctr.; Kavitha Srinivas, IBM T. J. Watson; Octavian Udrea, IBM T.J. Watson Location-Aware Type Ahead Search on Spatial Databases: Semantics and Efficiency Senjuti Basu Roy*, UT Arlington; Kaushik Chakrabarti, Microsoft Research Data Generation using Declarative Constraints Arvind Arasu*, Microsoft Research; Raghav Kaushik, Microsoft Research; Jian Li, University of Maryland, College Park Jigsaw: Efficient optimization over uncertain enterprise data Oliver Kennedy*, Cornell University; Suman Nath, Microsoft Fast Checkpoint Recovery Algorithms for Frequently Consistent Applications Tuan Cao*, Cornell University; Marcos Vaz Salles, Cornell University; Benjamin Sowell, Cornell University; Yao Yue, Cornell University; Johannes Gehrke, ; Alan Demers , Cornell University; Walker White, Cornell University Tracing Data Errors with View-Conditioned Causality Alexandra Meliou*, University of Washington; Wolfgang Gatterbauer, University of Washington; Suman Nath, Microsoft; Dan Suciu, University of Washington Sharing work in Keyword Search over Databases Marie Jacob*, University Of Pennsylvania; Zack Ives, University of Pennsylvania Efficient Exact Edit Similarity Query Processing with Asymmetric Signature Schemes Jianbin Qin*, University of New South Wales; Wei Wang, UNSW; Yifei Lu, UNSW; Chuan Xiao, UNSW; Xuemin Lin, UNSW Effective Data Co-Reduction for Multimedia Similarity Search Zi Huang, University of Queensland; Heng Tao Shen*, University of Queensland; Jiajun Liu, University of Queensland; Xiaofang Zhou, University of Queensland Designing and Refining Schema Mappings via Data Examples Bogdan Alexe, UC Santa Cruz; Balder ten Cate, UC Santa Cruz; Phokion Kolaitis, UC Santa Cruz; Wang-Chiew Tan*, IBM Research - Almaden and UC Santa Cruz Warding off the Dangers of Data Corruption with Amulet Nedyalko Borisov*, Duke University; Shivnath Babu, Duke University; Nagapramod Mandagere, IBM Almaden Research Center; Sandeep Uttamchandani, Facet Discovery for Structured Web Search: A Query-log Mining Approach Jeffrey Pound*, University of Waterloo; Stelios Paparizos, Microsoft Research; Panayiotis Tsaparas, Hybrid In-Database Inference for Declarative Information Extraction Daisy Zhe Wang*, UC Berkeley; Michael Franklin, UC Berkeley; Joseph Hellerstein, ; Minos Garofalakis, ; Michael Wick, ATLAS: A Probabilistic Algorithm for High Dimensional Similarity Search Jiaqi Zhai*, Cornell University; Yin Lou, Cornell University; Johannes Gehrke, ArrayStore: A Storage Manager for Complex Parallel Array Processing Emad Soroush*, University of Washington; Magdalena Balazinska, University of Washington; Daniel Wang, SLAC Flexible Aggregate Similarity Search Yang Li, Shanghai Jiao Tong University; Feifei Li*, FSU; Ke Yi, HKUST; Bin Yao, Florida State University; Min Wang, HP Labs China A Latency and Fault-Tolerance Optimizer for Online Parallel Query Processing Prasang Upadhyaya*, University of Washington; YongChul Kwon, University of Washington; Magdalena Balazinska, University of Washington Neighborhood-Privacy Protected Shortest Distance Computing in Cloud Jun Gao*, Peking University; Jeffrey Xu Yu, The Chinese University of Hong Kong; Ruoming Jin, Kent State University; Jiashuai Zhou, ; Tengjiao Wang, ; dongqing Yang, Context-sensitive Ranking for Document Retrieval Liang Chen*, UCSD; Yannis Papakonstantinou, Efficient and Generic Evaluation of Ranked Queries Wen Jin*, ; Jignesh Patel, University of Wisconsin Graph Cube: On Warehousing and OLAP Multidimensional Networks Peixiang Zhao*, UIUC; Xiaolei Li, Microsoft Cooperation; Dong Xin, Google; Jiawei Han, UIUC Sampling Based Algorithms for Quantile Computation in Sensor Networks Zengfeng Huang, ; Lu Wang, ; Ke Yi*, HKUST; Yunhao Liu, Leveraging Query Logs for Schema Mapping Generation in U-MAP Hazem Elmeleegy*, Purdue University; Ahmed Elmagarmid, Qatar Computing Research Institute; Jaewoo Lee, Purdue University Differentially Private Data Cubes: Optimizing Noise Sources and Consistency Bolin Ding*, UIUC; Marianne Winslett, University of Illinois; Jiawei Han, UIUC; Zhenhui Li, UIUC Finding Shortest Path on Land Surface Lian Liu, HKUST; Raymond Chi-Wing Wong*, The Hong Kong University of Sc Skyline Query Processing over Joins Akrivi Vlachou*, NTNU; Christos Doulkeridis, NTNU; Neoklis Polyzotis, University of California, Santa Cruz iReduct: Differential Privacy with Reduced Relative Errors Xiaokui Xiao*, Nanyang Technological Univ; Gabriel Bender, Cornell University; Michael Hay, Cornell University; Johannes Gehrke, Workload-Aware Database Monitoring and Consolidation Carlo Curino*, Mit; Evan Jones, MIT; Sam Madden, MIT; Hari Balakrishnan, MIT Finding Semantics in Time Series Peng Wang*, Fudan University; Haixun Wang, ; Wei Wang, Fudan University Attribute Domain Discovery for Hidden Web Databases Xin Jin, The George Washington University; Nan Zhang*, The George Washington University; Gautam Das, University of Texas at Arlington Collective Spatial Keyword Querying Xin Cao*, Singapore NTU; Gao Cong, Nanyang Technological University; Christian Jensen, Aarhus University; Beng Chin Ooi, National University of Singapore Nearest Keyword Search in XML Documents Yufei Tao*, Chinese Univ. of Hong Kong; Stavros Papadopoulos, Chinese Univ. of Hong Kong; Cheng Sheng, The Chinese University of Hong Kong; Kostas Stefanidis, Chinese Univ. of Hong Kong Sensitivity Analysis and Explanations for Robust Query Evaluation in Probabilistic Databases Bhargav Kanagal*, University of Maryland; Jian Li, University of Maryland, College Park; Amol Deshpande, "University of Maryland, College Park" Joint Unsupervised Structure Discovery and Information Extraction Eli Custodio Vilarinho*, Federal University of Amazonas; Altigran da Silva, Federal University of Amazonas; Daniel Oliveira, Federal University of Amazonas; Edleno de Moura, Federal University of Amazonas; Alberto Laender, Federal University of Minas Gerais Advancing Data Clustering via Projective Clustering Ensembles Carlotta Domeniconi, George Mason University; Francesco Gullo*, DEIS, University of Calabria; Andrea Tagarelli, DEIS, University of Calabria A Platform for Scalable One-pass Analytics using MapReduce Boduo Li*, UMass Amherst; Edward Mazur, UMass Amherst; Yanlei Diao, "University of Massachusetts, Amherst"; Andrew McGregor, UMass Amherst; Prashant Shenoy, UMass Amherst Scalable Query Rewriting: A Graph-Based Approach George Konstantinidis*, ISI/USC; Josemini Luis Ambite, ISI/USC Predicting cost amortization for query services Verena Kantere*, Cyprus University of Technology; Debabrata Dash, ArcSight, an HP Company; Georgios Gratsias, ELCA Informatique SA; Anastasia Ailamaki, EPFL More efficient Datalog queries: Subsumptive tabling beats magic sets K. Tuncay Tekle*, SUNY Stony Brook; Yanhong A. Liu, SUNY Stony Brook
In the ribbon of a Word file (2007 Edition) , which starts from Home and ends with View, the last but one is Review. Click that, and you will see Thesaurus in the middle of the 2nd column. Use it often, NOT to search for a fancy word, but a more scientific word when you need to write: We got the data from Type in thesaurus (or get) in a Word file, and highlight it before clicking Thesaurus in the ribbon, you will see to the right of your Word file: lexicon vocabulary glossary phrase book word list
信息来源: Ubuntu_Wikipedia The Ubuntu project makes two releases per year, using the year and month of the release as the version number . The first Ubuntu release, for example, was Ubuntu 4.10 and was released on October 20, 2004. Consequently, version numbers for future versions are provisional; if the release is delayed until a different month to that planned, the version number changes accordingly. Ubuntu releases are also given code names , using an adjective and an animal with the same first letter e.g: Dapper Drake and Intrepid Ibex . With the exception of the first two releases, code names are in alphabetical order, allowing a quick determination of which release is newer. Commonly, Ubuntu releases are referred to using only the adjective portion of the code name. Releases are timed to be approximately one month after GNOME releases, which are in turn about one month after releases of X.org . Consequently, every Ubuntu release comes with a newer version of both GNOME and X. Release 6.06 ( Dapper Drake )and recently 8.04 ( Hardy Heron )have been labeled as a Long Term Support (LTS) , to indicate support with updates for three years on the desktop and five years on the server, with paid technical support available from Canonical Ltd. Ubuntu 9.04 Desktop was released on April, 23 2009. It includes the latest enhancements and is maintained until October 2010. Color Meaning Red No longer supported release Green Supported release Blue Future release # Version Code name Testing name Release date Supported until Desktops Servers 1 4.10 Warty Warthog Sounder 2004-10-20 2006 - 04-30 . 2 5.04 Hoary Hedgehog Array 2005-04-08 2006 - 10-31 3 5.10 Breezy Badger Colony 2005-10-13 2007 - 04-13 4 6.06 LTS Dapper Drake Flight 2006-06-01 June 2009 June 2011 5 6.10 Edgy Eft Knot 2006-10-26 2008 - 04-25 6 7.04 Feisty Fawn Herd 2007-04-19 2008 - 10-19 7 7.10 Gutsy Gibbon Tribe 2007-10-18 2009 - 04-18 8 8.04 LTS Hardy Heron Alpha 2008-04-24 April 2011 April 2013 9 8.10 Intrepid Ibex Alpha 2008-10-30 April 2010 10 9.04 Jaunty Jackalope Alpha 2009-04-23 October 2010 11 9.10 Karmic Koala Alpha 2009-10-29 April 2011
List of Selected Publications Hongfei Zhang , Junqing Li, Wei Zuo, Zhongyu Ma, Baoqiu Chen, and Soojae Im, Properties of the superheavy element 287 115 and its alpha-decay time Phys. Rev. C 71, 054312(2005) . Hongfei Zhang , Junqing Li, Wei Zuo, G. Royer, Alpha decay half-lives of new superheavy elements in a generalized liquid drop model, Phys. Rev. C 74, 017304 (2006). Hongfei Zhang, Soojae Im, Junqing Li, Wei Zuo, Zhongyu Ma, Baoqiu Chen, Improved BCS-type pairing correlation for relativistic mean field theory, Euro. Phys. Jour. A30, 519 (2006). H. F. Zhang, J. Q. Li, W. Zuo, X. H. Zhou, Z. G. Gan, N.Wang, Ground state properties of superheavy nuclei in relativistic mean field theory, Int. J. Mod. Phys. E, Vol.15, 1613 (2006). ZHANG Hong-Fei , ZUO Wei, LI Jun-Qing, Soojae Im, MA Zhong-Yu, and, CHEN Bao-Qiu, Anomaly in the Charge Radii and Nuclear Structure, CHIN. PHYS. LETT Vol.23, 1723 (2006). H.F. Zhang , Z.H. Li, U. Lombardo, P.Y. Luo, F. Sammarruca , W. Zuo, Nucleon-nucleon cross section in dense nuclear matter, Phys. Rev. C 76, 054001 （ 2007 ） H.F. Zhang , and G. Royer, Theoretical and experimental alpha decay half-lives of the heaviest odd-Z elements and general predictions, Phys. Rev. C. 76, 047304 (2007). ZHANG Hong-Fei, ZUO Wei, Soojae Im, ZHOU Xiao-Hong, and LI Jun-Qing, Systematic Study of Stability of Super Heavy Nuclei, Commun. Theor. Phys. Vol.42, 871 (2004). G. Royer and H.F. Zhang, Recent alpha decay half-lives and analytic expression predictions including the superheavy nuclei, Phys. Rev. C. 77, 037602 (2008). H.F. Zhang, and G. Royer, alpha particle preformation in heavy nuclei and penetration probability, Phys. Rev. C. 77, 054318 (2008).
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