Synthèse par année 

Année #Papiers#Signatures#Signatures/papier#Papiers écrits seuls #Nouveaux auteurs#Auteurs#Nouveaux auteurs/#auteurs#Complètement nouveaux auteurs#Complètement nouveaux auteurs/#auteurs #Hommes% extrapolé d'hommes#Femmes% extrapolé de femmes#Epicènes#Genre inconnu#Signatures Hommes% extrapolé de signatures hommes#Signatures Femmes% extrapolé de signatures femmes#Signatures Epicènes#Signatures Genre inconnu
1975 1101821.65559 1461461.0001461.000 550.93240.068384770.91770.083494
1976 1101961.78246 1191520.7831190.783 410.91140.0893104650.91560.0855120
1977 1131941.71753 1301740.7471200.690 440.89850.1024121570.90560.0954127
1978 1232021.64262 1261700.7411040.612 480.98010.0202119580.98310.0174139
1979 1372551.86157 1832220.8241500.676 500.89360.1074162630.90070.1005180
1980 1392411.73467 1452010.7211040.517 380.86460.1362155510.85090.1504177
1981 2063681.78691 2413010.8011890.628 510.92740.0734242630.91360.0875294
1982 1452561.76658 1632190.7441140.521 440.89850.1028162550.88770.1139185
1983 2304491.95286 3183800.8372340.616 810.890100.11082811100.909110.09111317
1984 1943471.78974 2273050.7441620.531 680.93250.0685227870.94650.0546249
1985 2574551.770108 2873750.7652080.555 750.872110.12892801020.895120.10510331
1986 2194291.95960 2813660.7681950.533 870.93560.06582651060.94660.0549308
1987 2514961.97672 3234120.7842240.544 860.93560.06593111050.94660.05410375
1988 2434801.97571 3164070.7762270.558 700.95930.0416328950.96930.0316376
1989 2715381.98572 3744640.8062680.578 950.96930.031103561170.97530.02510408
1990 2645201.97070 3454410.7822350.533 660.97120.0295368850.97720.0236427
1991 3827511.966110 4926150.8003190.519 1090.94070.06074921540.95770.0437583
1992 3697532.04185 5006460.7743500.542 1080.93180.06975231310.929100.0717605
1993 481342.7927 941140.825640.561 360.90040.100965440.91740.0831571
1994 731742.38412 1281560.821880.564 860.93560.0653611000.93570.065463
1995 531452.7366 1101380.797740.536 580.829120.171266640.842120.158267
1996 511222.3927 1011140.886760.667 520.94530.055653560.94930.051855
1997 601422.3678 1151240.927780.629 430.86070.140965470.85580.1451374
1998 571582.7725 1201410.851770.546 800.95240.048849940.95940.041951
1999 741842.48612 1471670.880940.563 780.886100.114772890.881120.119875
2000 801902.37512 1451700.8531070.629 810.90090.100971900.900100.1001179
2001 902202.44414 1742000.8701220.610 1000.93570.06514791130.94270.0581981
2002 611782.9189 1431720.8311070.622 770.828160.1721366800.833160.1671468
2003 761782.34212 1441630.883900.552 710.91070.090877810.92070.0801080
2004 551622.9453 1301480.878920.622 870.90690.094151980.91690.084154
2005 1123182.83915 2462820.8721690.599 1340.899150.101171161600.904170.09618123
2006 2056393.11717 4775430.8783360.619 2760.920240.080322113450.927270.07335232
2007 2246422.86610 4205260.7983180.605 2840.934200.066291933630.943220.05736221
2008 1454302.9669 2923730.7832200.590 1810.905190.095241492240.914210.08626159
2009 1374052.9568 3043570.8522000.560 1810.910180.090231352150.900240.10025141
2010 1865763.0977 4174840.8622760.570 2910.927230.073211493640.936250.06422165
2011 2226683.00910 4555740.7932770.483 3210.920280.080331923920.927310.07336209
2012 2307493.25712 4816200.7763180.513 3130.892380.108382314060.904430.09643257
2013 2226963.1357 4665910.7882860.484 3530.944210.056341834210.944250.05641209
2014 1825743.1545 3444820.7142220.461 3080.914290.086431023750.921320.07949118
2015 1986583.3237 4505550.8113120.562 3520.910350.090541144150.902450.09868130
Total 6604154542.3401515   

 Caractéristiques des auteurs 

nb d'auteurs différents= 7471

pour un auteur, nb de collaborateurs différents en moyenne= 3.445

pour un auteur, nb de signatures en moyenne= 2.069

maxDegré= nb de collaborateurs différents maximum= 73

degré moyen= 3.445 avec un écart-type de 4.434

Scores de collaboration: top-50 des auteurs ordonné par centralité harmonique:

  indice de centralité de proximité
(closeness centrality)
 indice de centralité
de degré
(degree centrality)
 indice de centralité
d'intermédiarité
(betweenness centrality)
 indice hybride composite distance
moyenne
 données brutes
nom de l'auteur centralité
harmonique
norme
sur le premier
rang centralité
harmonique
pondérée par les
collaborations
norme
sur le premier
rang centralité
harmonique
pondérée par
les articles
norme
sur le premier
rang indicenorme
sur le premier
rang indicenorme
sur le premier
rang indicenorme
sur le premier
rang distance
moyenne dans
la composante
rang dans
la composante
 nb de
collaborations
rang nb de
collaborateurs
différents
rang nb d'articles
écrits seul
rang nb total d'articles
(= nb de
signatures)
rang score d'inventionrang nb de référencesrang
Mari Ostendorf 1051.8541.0001 88355.7360.8403 26296.3500.54210 1.0001.0001 0.0000.0000 0.5020.5218 4.8881 843 731 2122 2518 31.9727 11137
Li Deng 1023.0070.9732 104346.7070.9922 42966.2910.8864 0.7810.7812 0.0000.0000 0.6110.6335 5.0807 1022 572 361 424 15.27237 23210
Nelson Morgan 1016.8670.9673 49826.4980.47413 6101.2040.126186 0.6300.6307 0.0000.0000 0.3830.39730 4.9532 4921 467 1275 6341 21.00620 11533
Chin Hui P Lee 1011.5890.9624 73845.9760.7026 39451.9600.8145 0.7260.7264 0.0000.0000 0.6300.6542 4.9844 737 534 0978 395 10.19486 3132
Mary E Beckman 1005.0270.9555 33165.8970.31544 3015.0820.062534 0.4520.45227 0.0000.0000 0.2740.285121 4.9773 3358 3327 0978 3877 9.070106 32045
Haizhou Li 980.2990.9326 79404.2510.7554 26468.0840.5469 0.6300.6307 0.0000.0000 0.3880.40327 5.17513 814 467 1275 2716 0.6461506 45159
Satoshi Nakamura 979.3020.9317 41130.7000.39121 11751.6280.24253 0.5340.53414 0.0000.0000 0.3190.33168 5.0656 4235 3914 1275 12104 8.433132 19457
Mark A Clements 976.8070.9298 32234.6350.30647 9768.0710.20188 0.4250.42533 0.0000.0000 0.3290.34258 5.0625 3358 3133 0978 10149 10.40482 47149
Stephen Renals 974.2890.9269 29228.6610.27859 12665.7530.26146 0.3700.37044 0.0000.0000 0.3290.34259 5.21417 3076 2744 0978 1387 4.912709 44165
Stephen E Levinson 972.8650.92510 37941.7400.36132 10701.5160.22171 0.4380.43831 0.0000.0000 0.3870.40129 5.0838 3941 3231 2122 11126 32.0956 58115
Dong Yu 972.8420.92511 46696.3950.44415 13619.7820.28140 0.4110.41137 0.0000.0000 0.3540.36741 5.17914 4822 3037 0978 1475 6.326240 7379
Biing-Hwang Fred Juang 969.3270.92212 56220.9630.5349 31987.7890.6606 0.5340.53414 0.0000.0000 0.6150.6384 5.13710 5812 3914 2122 338 22.30318 3084
Tatsuya Kawahara 964.4450.91713 20253.3420.193126 8680.0040.179110 0.2600.260121 0.0000.0000 0.2810.292109 5.1359 21174 19121 0978 9178 1.708970 10837
Shrikanth S Narayanan 964.0580.91714 60735.6430.5778 31813.9080.6567 0.6580.6586 0.0000.0000 0.4330.45016 5.19916 6310 486 0978 338 7.764153 54126
Alex Waibel 960.6530.91315 30740.9000.29252 4803.2660.099266 0.4250.42533 0.0000.0000 0.2900.30197 5.16912 3267 3133 0978 5454 11.49573 23362
Marcello Federico 960.5040.91316 21131.0800.201116 3842.0150.079380 0.2880.28896 0.0000.0000 0.2510.260192 5.24424 22162 2196 0978 4638 0.2582220 51467
Lawrence R Rabiner 959.2550.91217 73862.6110.7025 47962.7340.9892 0.4520.45227 0.0000.0000 0.9641.0001 5.13911 775 3327 612 502 115.3441 4261
Victor W Zue 959.1270.91218 34528.5840.32838 3836.5090.079381 0.4790.47921 0.0000.0000 0.2740.284123 5.18015 3649 3521 0978 4638 9.238102 12733
Hynek Hermansky 951.8230.90519 34265.6270.32639 7614.5840.157135 0.4660.46623 0.0000.0000 0.3560.36940 5.21820 3649 3423 0978 8220 13.66650 10643
Harvey F Silverman 948.7340.90220 45539.2550.43316 22769.6280.47016 0.5620.56211 0.0000.0000 0.4390.45614 5.21719 4822 4111 78 2421 28.8299 6597
Sharon L Oviatt 947.8560.90121 24644.2580.23477 1895.7120.039900 0.3560.35646 0.0000.0000 0.2550.265175 5.21518 26102 2646 0978 21376 8.696118 32045
Clifford J Weinstein 946.2500.90022 33118.7620.31545 4731.2520.098277 0.4660.46623 0.0000.0000 0.3010.31388 5.23222 3552 3423 1275 5454 20.83221 13675
Les Atlas 943.0730.89723 30178.3440.28754 5658.4400.117207 0.4250.42533 0.0000.0000 0.2780.288115 5.23121 3267 3133 0978 6341 9.184103 9918
Frank K Soong 940.3630.89424 35733.8070.34037 16926.5400.34927 0.4790.47921 0.0000.0000 0.3770.39134 5.25426 3844 3521 0978 1840 6.609210 9254
Marcia A Bush 935.5840.88925 23389.6090.22287 2806.7530.058574 0.3290.32960 0.0000.0000 0.2730.283127 5.25125 25123 2460 0978 3877 11.78967 18484
Walter Kellermann 934.2640.88826 29896.4470.28456 10276.9040.21279 0.3970.39741 0.0000.0000 0.3010.31387 5.23623 3267 2941 0978 11126 5.942298 25329
Hui Jiang 934.0540.88827 39230.2870.37327 16812.9800.34730 0.4110.41137 0.0000.0000 0.3500.36344 5.31639 4235 3037 0978 1840 6.555216 49144
Ronald A Cole 933.9440.88828 24282.5540.23180 1867.8890.039907 0.3560.35646 0.0000.0000 0.2530.263185 5.26728 26102 2646 0978 21376 8.891113 41706
Stephen A Zahorian 933.7780.88829 24278.2210.23181 3735.1110.077393 0.3560.35646 0.0000.0000 0.2630.273151 5.26729 26102 2646 0978 4638 9.58295 32045
Brian A Hanson 933.5280.88830 22404.6660.21397 1867.0550.039909 0.3290.32960 0.0000.0000 0.2580.268162 5.26627 24132 2460 0978 21376 9.63793 10837
Sadaoki Furui 932.4970.88731 13054.9600.124258 10257.4680.21280 0.1920.192205 0.0000.0000 0.3450.35849 5.27238 14356 14205 612 11126 7.975147 9254
Oscar N Garcia 932.2780.88632 21442.3880.204107 932.2780.0191765 0.3150.31568 0.0000.0000 0.2470.256207 5.26830 23146 2368 0978 12556 8.665120 32045
Patti J Price 932.2780.88633 21442.3880.204107 932.2780.0191765 0.3150.31568 0.0000.0000 0.2470.256207 5.26830 23146 2368 0978 12556 8.665120 32045
Alan W Biermann 932.2780.88634 21442.3880.204113 932.2780.0191767 0.3150.31568 0.0000.0000 0.2470.256207 5.26830 23146 2368 0978 12556 8.665120 32045
David G Novick 932.2780.88635 21442.3880.204113 932.2780.0191767 0.3150.31568 0.0000.0000 0.2470.256207 5.26830 23146 2368 0978 12556 8.665120 32045
Jordan R Cohen 932.2780.88636 21442.3880.204107 932.2780.0191767 0.3150.31568 0.0000.0000 0.2470.256207 5.26830 23146 2368 0978 12556 8.665120 32045
Judy Spitz 932.2780.88637 21442.3880.204107 932.2780.0191767 0.3150.31568 0.0000.0000 0.2470.256207 5.26830 23146 2368 0978 12556 8.665120 32045
Kathleen R Mckeown 932.2780.88638 21442.3880.204107 932.2780.0191767 0.3150.31568 0.0000.0000 0.2470.256207 5.26830 23146 2368 0978 12556 8.665120 32045
Lynette Hirschman 932.2780.88639 21442.3880.204107 932.2780.0191767 0.3150.31568 0.0000.0000 0.2470.256207 5.26830 23146 2368 0978 12556 8.665120 32045
Shigeki Sagayama 920.1800.87540 26685.2150.25467 9201.7980.19094 0.2600.260121 0.0000.0000 0.2860.297103 5.32740 2981 19121 0978 10149 0.3062101 34239
Jay G Wilpon 916.0480.87141 25649.3310.24469 10992.5710.22765 0.1780.178241 0.0000.0000 0.3810.39631 5.32841 2888 13241 0978 12104 18.54425 11434
Jacob Benesty 914.6710.87042 105187.1141.0001 48477.5391.0001 0.5890.5899 0.0000.0000 0.6260.6503 5.38744 1151 439 0978 531 6.908192 2458
Jinyu Li 912.4540.86743 11861.8990.113291 4562.2690.094293 0.1370.137382 0.0000.0000 0.2480.257203 5.38342 13403 10382 0978 5454 0.2612209 12733
Gökhan Tür 910.6920.86644 40981.1440.39022 5464.1520.113222 0.5340.53414 0.0000.0000 0.2630.273155 5.51057 4528 3914 0978 6341 5.708362 10837
Xiaodong He 910.3280.86545 21847.8690.208103 4551.6390.094294 0.2470.247130 0.0000.0000 0.2430.252228 5.49655 24132 18130 0978 5454 0.1722596 51467
Zhen Hua Ling 907.4030.86346 19962.8670.190128 6351.8210.131174 0.2190.219171 0.0000.0000 0.2640.273150 5.46752 22162 16171 0978 7275 0.3552007 24347
Horacio E Franco 905.3610.86147 20823.3040.198121 2716.0830.056594 0.3010.30183 0.0000.0000 0.2540.264182 5.42747 23146 2283 0978 3877 7.686155 14634
Jen Tzung Chien 905.3190.86148 17201.0690.164155 19917.0270.41119 0.2050.205192 0.0000.0000 0.3710.38535 5.40645 19214 15192 78 2225 6.968188 63101
John H L Hansen 904.4020.86049 55168.5080.52411 44315.6870.9143 0.5480.54813 0.0000.0000 0.5720.5936 5.38443 6111 4013 1275 493 13.77549 16316
Kiyohiro Shikano 899.7280.85550 36888.8540.35136 10796.7380.22370 0.3560.35646 0.0000.0000 0.3080.32078 5.41146 4137 2646 0978 12104 7.030186 38202

Tableau plus synthétique avec indices normées et ordonné par indice HC

nom de l'auteurhybride compositecollaborationproductionimpactinnovation
 rangindice normérangindice normérangindice normérangindice normérangindice normé
Lawrence R Rabiner11.000170.91220.94311.00011.000
Chin Hui P Lee20.65440.96250.73620.735860.088
Jacob Benesty30.650420.87011.00080.5751920.060
Biing-Hwang Fred Juang40.638120.92280.62340.723180.193
Li Deng50.63320.97340.792100.545370.132
John H L Hansen60.593490.86030.925160.383490.119
Augustine H Gray70.5273310.758490.32190.55240.402
Mari Ostendorf80.52111.000180.472370.26170.277
Thomas Kailath90.49724800.55860.64260.6551780.062
John Makhoul100.4831040.820210.453160.383110.208
Deliang Wang110.4808890.69180.623120.4651420.071
David Malah120.4783580.753650.28350.669360.138
John D Markel130.47510440.675540.302150.39230.464
Harvey F Silverman140.456200.902210.453970.15390.250
Yariv Ephraim150.4504390.7411490.18920.7351450.071
Shrikanth S Narayanan160.450140.91780.6231260.1271530.067
Lin Shan Lee170.4421570.79760.6421010.148540.115
Jae S Lim180.4419530.686270.396110.516700.101
Bayya Yegnanarayana190.4212240.776150.528320.2757070.043
Marvin R Sambur200.4174300.7421490.189610.19720.478

Tableau des auteurs les plus collaboratifs selon la centralité harmonique:

nom de l'auteurrang
Mari Ostendorf1
Li Deng2
Nelson Morgan3
Chin Hui P Lee4
Mary E Beckman5
Haizhou Li6
Satoshi Nakamura7
Mark A Clements8
Stephen Renals9
Stephen E Levinson10
Dong Yu11
Biing-Hwang Fred Juang12
Tatsuya Kawahara13
Shrikanth S Narayanan14
Alex Waibel15
Marcello Federico16
Lawrence R Rabiner17
Victor W Zue18
Hynek Hermansky19
Harvey F Silverman20

Tableau des auteurs ayant le plus de collaborateurs différents:

rangnb de collaborateursauteursindice de centralitécentralité de degré
normée sur le premier
173Mari Ostendorf1.0001.000
257Li Deng0.7810.781
354Lin Shan Lee0.7400.740
453Chin Hui P Lee0.7260.726
549Hermann Ney0.6710.671
648Shrikanth S Narayanan0.6580.658
746Haizhou Li0.6300.630
746Nelson Morgan0.6300.630
843Jacob Benesty0.5890.589
942Andreas Stolcke0.5750.575
1041Chung Hsien Wu0.5620.562
1041Harvey F Silverman0.5620.562
1140John H L Hansen0.5480.548
1239Biing-Hwang Fred Juang0.5340.534
1239Gökhan Tür0.5340.534
1239Satoshi Nakamura0.5340.534
1337Willem Bastiaan Kleijn0.5070.507
1436Dimitra Vergyri0.4930.493
1436Junichi Yamagishi0.4930.493
1436Martin Graciarena0.4930.493
1535Frank K Soong0.4790.479

Tableau des auteurs par nb de collaborateurs dans le graphe de collaboration:

 nb de collaborateurseffectifexemple
 0463A Andrew
 11927A Abu El Haija
 21770A Aliphas
 31143A Alvarez
 4713A Ahlen
 5400A Adler
 6234A Cohen
 7166A A Beex
 8102A J Eronen
 987A E Hannani
 1085A T Cemgil
 1156A R Figueiras Vidal
 1250Athanasios Mouchtaris
 1335Alexandros Potamianos
 1436A N Venetsanopoulos
 1513A V Oppenheim
 1621Bin Ma
 1724Allen Gersho
 1817Boaz Rafaely
 199Giuseppe Riccardi
 208Alejandro Acero
 2117Bhuvana Ramabhadran
 2213Hiroshi G Okuno
 2315Alan W Biermann
 248Anssi P Klapuri
 255Deliang Wang
 269Atsushi Nakamura
 272Stephen Renals
 281Shoko Araki
 292John Dines
 304Dong Yu
 314Alex Waibel
 322Bayya Yegnanarayana
 334Dilek Z Hakkani-Tür
 344Clifford J Weinstein
 352Frank K Soong
 363Dimitra Vergyri
 371Willem Bastiaan Kleijn
 393Biing-Hwang Fred Juang
 401John H L Hansen
 412Chung Hsien Wu
 421Andreas Stolcke
 431Jacob Benesty
 462Haizhou Li
 481Shrikanth S Narayanan
 491Hermann Ney
 531Chin Hui P Lee
 541Lin Shan Lee
 571Li Deng
 731Mari Ostendorf
total 7471 

Tableau des auteurs ayant publié seuls:

nb d'articlesnb d'auteursnom d'auteur
1703A Abu El Haija, A Andrew, A Benade, A Bingol, A Biswas, A Callahan, A Choi, A Di Cenzo, A Gupta, A House, A Jones, A Levy, A Luthra, A Mahalanobis, A Nguyen Quang, A Piersol, A Quazi, A Robel, A A Yong, A E Cetin, A H Tewfik, A J Macleod, A L Swindlehurst, A M Peterson, A N Willson, A O Hero, A S Abutaleb, Aki Härmä, Akio Ando, Akira Watanabe, Alexander Raake, Ali H Sayed, Allen Gersho, Andrew G Deczky, Angzhao Di, Arthur Boothroyd, Arye Nehorai, Ashok K Krishnamurthy, Astrid Schmidt Nielsen, B Anderson, B Arazi, B Cernuschi Frias, B Girod, B Goldberg, B Harms, B Jansen, B Leon, B Locanthi, B Marangelli, B Nash Webber, B Pinkowski, B Rice, B Unter, B Vijayakumar, B D Steinberg, B J Sullivan, B K Lien, B N Babu, B R Musicus, B S Fagin, B W Bomar, B W Suter, Ben Reaves, Ben Shahshahani, Bennett Borden, Bernard Merialdo, Bo Wahlberg, Boaz Porat, Boualem Boashash, Bu Chin Wang, Byoungseon Choi, C Breining, C Charalambous, C Esmersoy, C Holt, C Ma, C Thoeny, C Thomas, C Yuen, C A Greenhall, C D Creusere, C E Davila, C G Boncelet, C H Chou, C H Knap, C H Lee, C L Byrne, C M Melas, C P Rao, C P J Tzeng, C P S Kumar, C R Johnson, C S Kumar, C W Therrien, C Y Chi, Carolin Schmid, Chafic Mokbel, Chang Fuu Chen, Charles C Tappert, Chi Chang Yung, Chien Chung Yeh, Christof Faller, Christophe Roche, Clifford J Weinstein, Climent Nadeu, D Agnew, D Buchanan, D Casasent, D Davis, D Dzung, D Elliott, D Freeman, D Hutchins, D Izraelevitz, D Kodek, D Lin, D Mitra, D Mook, D Preis, D Robinson, D Rocchesso, D Roddy, D Smallwood, D Terzopoulos, D Walker, D A H Johnson, D C Farden, D C B Chan, D F Gingras, D J Burr, D J Wingham, D R Farrier, D R Fuhrmann, D S Fraser, D S Richards, D S Zrnic, D T Barry, D T Gavel, D T Pham, D T Yeh, D V Chandra, D W Ricker, D Y Huang, Dan Tufiş, David Burshtein, David James, David Malah, Deborah Cohen, Dennis H Klatt, Dolores M Burton, Douglas A Reynolds, Douglas B Paul, E Angelidis, E Bjarnason, E Dufort, E Hogenauer, E Masry, E Paulus, E Sontag, E Trachtenberg, E Walach, E Wegman, E D Scheirer, E G Baxa, E H Feria, E I Jury, E I Plotkin, E M Hung, E S Chornoboy, Edward J Coyle, Emmanuel Vincent, Engin Erzin, Eric Gilbert, F Baumgarte, F Bonzanigo, F Braun, F Brophy, F Giannella, F Palmieri, F Powell, F Reed, F Yarman Vural, F Yassa, F S Cohen, Federico Fontana, Fotios Talantzis, Francis Grenez, Frank Rudzicz, Frank Torsten Bernd Seide, Fumitada Itakura, Fuyun Ling, G Anderson, G Beylkin, G Bruun, G Cortelazzo, G Curtis, G Cybenko, G Demoment, G Einarsson, G Garibotto, G Giunta, G Hexner, G Oetken, G Rivard, G Scarano, G Szentirmai, G Thomas, G Vezzosi, G Vysotsky, G Wersenyi, G A Merchant, G D Zivanovic, G F Schils, G H Wakefield, G L Demuth, G L Mohnkern, G R Redinbo, G W Elko, G W Greenwood, G W Stewart, Geoffroy Peeters, George M White, George V Carayannis, Gerhard Rigoll, Goran S Jovanovic, H Henkel, H Kaeslin, H Krishna, H Lev Ari, H Messer, H Miller, H Morikawa, H Mostafavi, H Ouibrahim, H Samueli, H Teager, H Van De Vaart, H C Schau, H C Wang, H G Feichtinger, H G Yeh, H S Hung, Haizhou Li, Han Gil Moon, Harry Levitt, Harry C Andrews, Hee Joon Kim, Hidefumi Kobatake, Hinrich Schutze, Hiroaki Sakoe, Hiroko Murakami, Hsieh Hou, Huseyin Hacihabiboglu, I Ayala, I Busch Vishniac, I Kameny, I Konvalinka, I Sanches, I C Gertner, I W Sanderg, Ian Vince Mcloughlin, Ilker Bayram, J Ackenhusen, J Baker, J Barger, J Bombardieri, J Fienup, J Gilchrist, J Gonnella, J Grindon, J Heath, J Hekrdla, J Hellgren, J Holtzman, J Hudson, J Jain, J Knab, J Li, J Marques De Sa, J Moorer, J O'Neal, J Pearl, J Resnick, J Rickard, J Stanley Kriz, J Tierney, J Verly, J Wolf, J A Fawcett, J A Ritcey, J B Burl, J D Johnston, J D Wang, J E Greenberg, J G Daugman, J H Mcclellan, J J Nielsen, J J Rodriguez, J J Vidal, J J Zhang, J K Choi, J L Hall, J M Lowerre, J M Mendel, J M F Moura, J P Allebach, J P Le Cadre, J P Robinson, J P Woodard, J R Cruz, J S Byrnes, J S Walker, J W Adams, J W Woods, J W M Bergmans, Ja Ling Wu, Jack M Scott, Jae Hee Lee, Jake Gunther, Jan Linden, Jan Willems, Jan P Van Hemert, Jean Laroche, Jean-Claude Junqua, Jean-Luc Rouas, Jean-Marc Valin, Jeroen Breebaart, Ji Ming, Jiahua Wang, Jianing Dai, Jiri Navratil, Jitendra K Tugnait, Joerg P Ueberla, Johanna Fay, John Grothendieck, John Shore, John D Markel, John H L Hansen, John R Deller Jr, John R Glover, John Walter Hill, Jonas Lindblom, Jonathan Le Roux, Joseph Picone, Joseph P Campbell, Joshua D Reiss, Joyce Friedman, Juan M Huerta, Juan P Bello, K Flowers, K Gabriel, K Konstantinides, K Mayyas, K Preston, K Preuss, K Swaminathan, K Zeger, K B Yu, K C Gill, K J Gartz, K N Ngan, K S Arun, K S Lii, Kai Fu Lee, Kemal Oflazer, Kenneth R Perry, Kou Hu Tzou, L Andrews, L Deivasigamani, L Gazsi, L Haken, L Jaroslavski, L Kazovsky, L Kostic, L Leibowitz, L Lines, L Marple, L Pfeifer, L Taxen, L Vergara Dominguez, L Ziomek, L C Godara, L E Pellon, L M Fourdan, L N Wu, L P Mulcahy, L S Chen, L S H Ngia, Ladan Baghai Ravary, Laurent Daudet, Laurent Girin, Leah J Siegel, M Ackroyd, M Bastiaans, M Bertran Salvans, M Bouvet, M Burkhard, M Dolan, M Hatamian, M Knudsen, M Kuster, M Marolt, M Moffett, M Morhac, M Ohsmann, M Schoenberger, M Unser, M Vulis, M A Haque, M A Poletti, M C Sullivan, M H Er, M H Hayes, M J Grimble, M J Irwin, M J Sabin, M J Werter, M R Azimi Sadjadi, M R Every, M R Soleymani, M S Ahmed, M S Andrews, M T Abuelma'Atti, M T Hanna, M T Heideman, M T Orchard, Madeleine Bates, Madihally J Narasimha, Mads Graesboll Christensen, Majid Rabbani, Manuel Bertran, Marc Schröder, Marc A Zissman, Martin Bouchard, Masataka Goto, Mats Viberg, Matt Jones, Matthew Gibson, Matthias Wölfel, Matti Karjalainen, Michael Cannon, Michael Wagner, Michael D Zoltowski, Michael G Strintzis, Michael K Brown, Michael L Honig, Michèle Basseville, Miguel A Lagunas Hernandez, Miroslav Zivanovic, Mohamed Afify, N Ahmed, N Benvenuto, N Canterakis, N Delprat, N Griswold, N Levanon, N Miller, N Pendergrass, N Smith, N Tepedelenlioglu, N Vasanthavada, N R Shanbhag, Naftali Z Tishby, Nai Long Wu, Nathalie Virag, Nelson Morgan, Nikolaos Mitianoudis, Nuggehally S Jayant, O Buneman, O Faugeras, O Jefimenko, O Paiss, Olivier Cappé, Osamu Fujimura, P Agathoklis, P Ahgren, P Butler, P Chevillat, P Eneroth, P Flandrin, P Gough, P Kamat, P Lee, P Naidu, P Papamichalis, P Ramamoorthy, P Regel, P Schultz, P Skritek, P Taraba, P Thrift, P Yansouni, P A Laurent, P C Millar, P D Gader, P D Teal, P D Wendt, P H Bauer, P J Edwards, P J Radonja, P J S G Ferreira, P K Das, P M Baggenstoss, P S Yeh, P T Yu, Patrick C Yip, Peter Jancovic, Peter Kabal, Petre Stoica, Philipos C Loizou, Q T Zhang, Qi Hu Li, Qiguang Lin, R Andre Obrecht, R Bastian, R Bernstein, R Bogner, R Burr, R Cabot, R Compton, R Cristi, R Cusani, R Czarnach, R Engelbrecht, R Gabel, R Gnanasekaran, R Herring, R Hulthen, R Isenberg, R Keeler, R Kuc, R Kumar, R Kutil, R Manner, R Moddemeijer, R Moose, R Nevin, R Pintelon, R Radzyner, R Schaefer, R Seegal, R Shively, R Spindel, R Strickland, R Thun, R Veenkant, R C Nongpiur, R D Degroat, R D Fellman, R D Zilca, R H Lyon, R J Di Francesco, R J Niederjohn, R J Valenza, R K Otnes, R L Bottemiller, R L Kashyap, R M Goodall, R M Haralick, R M Mersereau, R N Bracewell, R N J Veldhuis, R O Schmidt, R P Lippmann, R R Bitmead, R W Gerchberg, Rachel Wood, Rainer Preuss, Rainer Zelinski, Raymond K Wong, Reinhold Haeb Umbach, Richard V Cox, Roar Hagen, Robert C Trider, Robert J Mcaulay, Roger K Moore, Rolf Unbehauen, Ronald A Mucci, Ronald E Crochiere, Ronald J Wyber, Ruth Schreiber, Ryouichi Nishimura, S Alliney, S Barnett, S Candel, S Cohn Sfetcu, S Degerine, S Dikshit, S Dimolitsas, S Gaiotto, S Gunnarsson, S Hazra, S Hwang, S Mehrgardt, S Pohlig, S Qiao, S Shiva, S Shlien, S Stein, S Tassart, S Tominaga, S Tsujii, S Van Lerberghe, S Vesa, S Werness, S A Mahmoud, S C Douglas, S C Kwatra, S D Silverstein, S G Mallat, S H Abdul Jauwad, S H Ardalan, S I Sayegh, S L Elgar, S L Hahn, S R Broom, S S Yedlapalli, S Z Li, Sadao Hiroya, Samer Abdallah, Sandro Cumani, Satoshi Imai, Satoshi Nakamura, Sergios Theodoridis, Shaoann Shon, Shean Tsong Chiu, Shlomo Dubnov, Slava M Katz, Steven F Boll, Sverre Holm, T Bordley, T Henderson, T Hopkins, T Kronander, T Pogany, T Ramstad, T Strom, T Trick, T A Claasen, T E Posch, T J Lee, T J Ulrych, T N Pappas, T S Brandes, T T Georgiou, T V Ananthapadmanabha, Thomas Baer, Thomas D Parsons, Thomas H Crystal, Thomas W Parks, Tien Lin Chang, Timothy Jones, Tomoko Izumi, Tung Ng, Tuomas Virtanen, Ulrich Heute, V Ramamoorthy, V E Neagoe, V K Ananthashayana, V P Dimri, V R Ramachandran, Vassilios V Digalakis, Vladimir Britanak, W Collins, W Hodgkiss, W Leach, W Li, W Paxton, W Perera, W A Sethares, W A Woods, W E Higgins, W G Knecht, W H Equitz, W K Jenkins, W Nick Campbell, Weiping Li, William Turin, Wolfgang J Hess, X D Huang, X G Xia, Xin Wang, Y Baram, Y A Huang, Y C Wu, Y H Hu, Y M Chen, Y T Lee, Yegui Xiao, Yhean Lai, Yi Teh Lee, Yoh'Ichi Tohkura, Yonghong Yan, Yongwon Jeong, Yousif A El Imam, Yves Grenier, Yves Kamp, Z Orbach, Z Uzdy, Z Jane Wang, Zhe Wu, Zhong De Wang, Zhongqi Jing
2153A Bruckstein, A Dembo, A Horner, A Houacine, A Peled, A Van Den Bos, A J E M Janssen, A K Jain, A R Figueiras Vidal, Adly T Fam, Anibal J S Ferreira, Anssi P Klapuri, B Picinbono, B S Choi, Bayya Yegnanarayana, Biing-Hwang Fred Juang, Byeong G Lee, C F Barnes, C J Demeure, C L Nikias, C P Kwong, Chong Yung Chi, Christopher J Zarowski, D Skinner, D B Rao, D B Ward, D G Long, D G Messerschmitt, D J Goodman, D M Wilkes, D M W Evans, E Cherry, E Del Re, E Zeheb, E G Hansen, F Hlawatsch, F Symons, F A Marvasti, G Hostetter, G R Arce, Giuseppe Martinelli, H Al Nashi, H Helms, H Larsen, H B Lee, H W Schussler, Helen M Meng, Holger Broman, Hon Keung Kwan, Hugo Van Hamme, I Karasalo, Ian V Mcloughlin, Imed Zitouni, J Bednar, J Brule, J Hassab, J Justice, J Kroenert, J Murray, J Rothweiler, J A Fessler, J A Stuller, J C Brown, J C Burgess, J F Kaiser, J G Proakis, J J Shynk, J M Pimbley, Jonathan Betz, Jont B Allen, Jose M Tribolet, K Nagai, K Peacock, K I Kim, K M Buckley, K W Martin, Kazuyo Tanaka, Keshab K Parhi, Kuldip K Paliwal, L Knockaert, L Pelkowitz, L Pusey, L Vanhove, Lloyd J Griffiths, M Kaveh, M Schroeder, M Simaan, M Sondhi, M Tummala, M Vanwormhoudt, M A Sid Ahmed, M J Shensa, Maciej Niedzwiecki, Mari Ostendorf, Martin Vetterli, Melvin J Hinich, N Mitrou, N K Jablon, Nailong Wu, Oded Ghitza, P Bernhardt, P Keating, P Lohnberg, P A Regalia, P D Tuan, P J Sherman, P M T Broersen, P S Lewis, Paris Smaragdis, Paul Mermelstein, Peter V De Souza, R Cupo, R Keys, R Sorace, R Stasinski, R A Altes, R L Streit, Rainer Martin, Ramdas Kumaresan, Ramesh C Agarwal, Rao Yarlagadda, S Haltsonen, S Knorr, S White, S D Morgera, S D Voran, Sean A Ramprashad, Sheau Dong Lang, Stephen E Levinson, Subrata K Das, T Barnard, T Nakamura, T Quatieri, T Van Eck, T C Chang, T J Abatzoglou, T P Bronez, Tapio Saramaki, Thomas Helie, Timothy J Hazen, Tran Thong, V John Mathews, Venkatesh Nagesha, W Lawton, W A Porter, Wai C Chu, Willem Bastiaan Kleijn, X S Wang, Y C Jenq, Yannis Stylianou, Yariv Ephraim, Yingbo Hua, Zhongde Wang
361A Moghaddamjoo, A Papoulis, A E Yagle, B W Dickinson, Bhasha Agrawal, Boaz Rafaely, D Hertz, D C Munson, D L Duttweiler, D R Brillinger, D S Williamson, Doh Suk Kim, E Eweda, E Ferrara, Eugene Weinstein, F Mintzer, G Wackersreuther, Gary E Kopec, Henrique Malvar, Hermann Ney, J Deller, J Treichler, J J Fuchs, J M Cioffi, Jae S Lim, Ki Seung Lee, L B Jackson, Leon Cohen, Li Deng, M Larimore, M A Richards, M G Bellanger, Mark J F Gales, Marvin R Sambur, Michael P Ekstrom, Mochamad Ibrahim, N K Bose, N M Blachman, P Steffen, P H Milenkovic, P L Chu, P P Vaidyanathan, P W Wong, Pierre Duhamel, R J Kenefic, R J Marks, Rashid Ansari, S Reddi, S Stearns, S T Alexander, Stefan Bilbao, Stephanie Seneff, T Barnwell, T L Marzetta, Takashi Yahagi, V Kroupa, Victor Solo, W Struzinski, W A Gardner, Yifan Gong, Yong Lim
426Alan Conrad Bovik, B D Rao, C Rader, C S Burrus, D Dudgeon, D H Friedman, D N Swingler, G L Sicuranza, H J Trussell, Hisashi Wakita, Isabel M Trancoso, Israel Cohen, J P Ianniello, James Gibson, Kazuo Nakayama, L Morris, L B White, M Maqusi, M Portnoff, O K Ersoy, P Strobach, R L Kirlin, R W Schafer, S L Marple, Y Inouye, Yunxin Zhao
514A Gerlach, A Nuttall, B D Van Veen, Clifford Carter, D R Morgan, Hiroyuki Sakai, J K Tugnait, James M Kates, Kenneth Steiglitz, M Soumekh, M G Amin, Mati Wax, S Zohar, Sheng Hwang
69A R Butz, Allan O Steinhardt, Arthur Nádas, Dennis R Morgan, H Nussbaumer, Lawrence R Rabiner, M H El Ayadi, R J Webster, Sadaoki Furui
74Hans Werner Strube, Harvey F Silverman, Jen Tzung Chien, Jerome R Bellegarda
83Benjamin Friedlander, J A Cadzow, N J Bershad
93F J Taylor, J B Martens, John Makhoul
161Steven M Kay

Explications

Formules:
avec N étant le nombre d'auteurs,
avec X, étant un auteur différent de l'auteur Y,
avec distance(X,Y) étant le nombre d'arcs du plus court chemin de X à Y,
avec maxDegré= le nombre de collaborations maximum dans le graphe,
avec la convention que l'adjectif géodésique désigne le plus court chemin,

On définit:

Usages:
- la centralité de proximité caractérise l'efficacité d'un réseau
- la centralité de degré caractérise la communication
- la centralité entre noeuds caractérise le contrôle: qu'est-ce qui change si on enlève un noeud ?
note: non traités, PageRank et Katz

 Caractéristiques du graphe de collaboration dans son ensemble 

nb de tenues de conférences= 41

nb de signatures= 15454

diamètre= distance géodésique maximum entre deux auteurs= 24

paire(s) qui ont cette distance: 45 paires

    Azarakhsh Jalalvand / A_B Puvvala
    D Halverson / Azarakhsh Jalalvand
    D Vijayan / Azarakhsh Jalalvand
    E_B Hall / Azarakhsh Jalalvand
    E_M Johansson / Azarakhsh Jalalvand
    Fabian Triefenbach / A_B Puvvala
    Fabian Triefenbach / D Halverson
    Fabian Triefenbach / D Vijayan
    Fabian Triefenbach / E_B Hall
    Fabian Triefenbach / E_M Johansson
    Jean-Pierre Martens / A_B Puvvala
    Jean-Pierre Martens / D Halverson
    Jean-Pierre Martens / D Vijayan
    Jean-Pierre Martens / E_B Hall
    Jean-Pierre Martens / E_M Johansson
    Li Ji / Azarakhsh Jalalvand
    Li Ji / Fabian Triefenbach
    Li Ji / Jean-Pierre Martens
    M Tahernezhadi / Azarakhsh Jalalvand
    M Tahernezhadi / Fabian Triefenbach
    M Tahernezhadi / Jean-Pierre Martens
    M_J Ji / Azarakhsh Jalalvand
    M_J Ji / Fabian Triefenbach
    M_J Ji / Jean-Pierre Martens
    Mikel Gainza / Azarakhsh Jalalvand
    Mikel Gainza / Fabian Triefenbach
    Mikel Gainza / Jean-Pierre Martens
    N Griswold / Azarakhsh Jalalvand
    N Griswold / Fabian Triefenbach
    N Griswold / Jean-Pierre Martens
    X Kong / Azarakhsh Jalalvand
    X Kong / Fabian Triefenbach
    X Kong / Jean-Pierre Martens
    Xu Sun / Azarakhsh Jalalvand
    Xu Sun / Fabian Triefenbach
    Xu Sun / Jean-Pierre Martens
    Yih_Chiao Liu / Azarakhsh Jalalvand
    Yih_Chiao Liu / Fabian Triefenbach
    Yih_Chiao Liu / Jean-Pierre Martens
    Ying Song / Azarakhsh Jalalvand
    Ying Song / Fabian Triefenbach
    Ying Song / Jean-Pierre Martens
    Yu Gong / Azarakhsh Jalalvand
    Yu Gong / Fabian Triefenbach
    Yu Gong / Jean-Pierre Martens

densité du graphe= 2*nbDArcsNonOrientés / nbDeNoeuds*(nbDeNoeuds-1)= 0.0005

nb total d'arcs non-orientés= 12867 donc deux fois plus d'arcs en comptant la symétrie (25734)

coefficient de regroupement moyen= average clustering coefficient= 0.534
défini comme étant la moyenne pour chaque noeud i de: 2e/k(k-1),
où k=nb de voisins et e=nb de connections entre ces voisins (sans le noeud original)

 Caractéristiques des différentes composantes du graphe de collaboration 

nb de composantes= nb de graphes disjoints= 1307

auteur le plus central dans la plus grande composante= Mari Ostendorf (défini par l'auteur ayant la distance moyenne la plus faible = le Kevin Bacon)

distance moyenne de l'auteur le plus central= 4.888

distance moyenne= 4.862

Tableau de toutes les catégories de composantes par taille décroissante:

 nb de noeuds
de la composante
nb de composantes
ayant ce nb de noeuds
pourcentage
de cette catégorie
vis-à-vis du nb
total de noeuds
exemple d'auteur
 4223156.525A Abu El Haija
 3710.495A Davis
 2110.281A Alvarez
 1910.254Andrzej Cichocki
 1720.455B Koo
 1440.750A B Chan
 1310.174C Rushforth
 1240.642A Venturini
 1110.147Dae Hee Youn
 1070.937A Baraniecka
 910.120C Walker
 8111.178A O Osinubi
 7171.593A Nanopoulos
 6302.409A Ahlen
 5483.212A Fettweis
 41025.461A Aridgides
 32088.352A Engebretson
 240410.815A Askenfelt
 14636.197A Andrew
total 1307100,000

Tableau détaillé des seules composantes ayant au moins 10 noeuds:

nomnb de noeuds
de la composante
pourcentage
vis-à-vis du nb
total de noeuds
nb d'arcsdensiténb de papiers
publiés par la composante
distance moyenne
de la composante
composante-1422356.52598580.00142487.770
composante-2370.495640.096262.441
composante-3210.281350.167152.519
composante-4190.254430.25152.187
composante-5170.228200.147212.074
composante-6170.228230.169122.654
composante-7140.187230.253112.231
composante-8140.187330.36351.901
composante-9140.187180.198272.352
composante-10140.187360.39661.703
composante-11130.174210.269102.103
composante-12120.161150.22782.197
composante-13120.161230.34861.652
composante-14120.161130.197132.045
composante-15120.161120.182142.136
composante-16110.147220.40031.818
composante-17100.134120.26782.089
composante-18100.134200.44451.556
composante-19100.134100.222231.933
composante-20100.134170.37841.933
composante-21100.134150.333111.822
composante-22100.134200.44441.822
composante-23100.13490.200162.222

Tableau des composantes monoauteurs:

A Andrew, A Benade, A Bingol, A Biswas, A Callahan, A Choi, A Di Cenzo, A Gerlach, A Horner, A Houacine, A House, A Jones, A Luthra, A Mahalanobis, A Nguyen Quang, A Piersol, A Quazi, A Van Den Bos, A A Yong, A J Macleod, A R Butz, A S Abutaleb, Akio Ando, Angzhao Di, Anibal J S Ferreira, Arthur Boothroyd, B Arazi, B Girod, B Goldberg, B Jansen, B Leon, B Locanthi, B Marangelli, B Pinkowski, B Rice, B Unter, B Vijayakumar, B S Choi, B W Suter, Ben Shahshahani, Bennett Borden, Bo Wahlberg, Bu Chin Wang, Byeong G Lee, Byoungseon Choi, C Breining, C Esmersoy, C Holt, C Thoeny, C Yuen, C A Greenhall, C H Chou, C H Knap, C M Melas, C P Rao, C P J Tzeng, C P S Kumar, C S Kumar, Carolin Schmid, Chafic Mokbel, Chi Chang Yung, Christophe Roche, D Agnew, D Buchanan, D Casasent, D Davis, D Dzung, D Elliott, D Freeman, D Hutchins, D Lin, D Mitra, D Mook, D Preis, D Robinson, D Roddy, D Smallwood, D Terzopoulos, D Walker, D C B Chan, D H Friedman, D J Wingham, D L Duttweiler, D M W Evans, D R Brillinger, D S Fraser, D S Richards, D T Barry, D T Gavel, D T Yeh, D V Chandra, D W Ricker, D Y Huang, David James, Dennis H Klatt, Douglas B Paul, E Angelidis, E Bjarnason, E Cherry, E Del Re, E Dufort, E Hogenauer, E Paulus, E Sontag, E Trachtenberg, E Wegman, E D Scheirer, E G Baxa, E H Feria, E S Chornoboy, Eric Gilbert, F Bonzanigo, F Braun, F Brophy, F Giannella, F Powell, F Yassa, F S Cohen, Francis Grenez, Frank Rudzicz, G Anderson, G Beylkin, G Bruun, G Curtis, G Cybenko, G Einarsson, G Hexner, G Hostetter, G Rivard, G Szentirmai, G Thomas, G Vezzosi, G Vysotsky, G Wackersreuther, G Wersenyi, G D Zivanovic, G F Schils, G L Demuth, G L Mohnkern, G W Elko, G W Greenwood, G W Stewart, Goran S Jovanovic, H Al Nashi, H Helms, H Henkel, H Kaeslin, H Larsen, H Miller, H Mostafavi, H Samueli, H Teager, H Van De Vaart, H G Feichtinger, H G Yeh, Han Gil Moon, Harry Levitt, Hee Joon Kim, Hidefumi Kobatake, Hinrich Schutze, Holger Broman, I Ayala, I Busch Vishniac, I Kameny, I Karasalo, I Sanches, I W Sanderg, Ian Vince Mcloughlin, J Ackenhusen, J Barger, J Bombardieri, J Deller, J Fienup, J Gilchrist, J Gonnella, J Grindon, J Hekrdla, J Holtzman, J Hudson, J Jain, J Justice, J Knab, J Kroenert, J Marques De Sa, J Moorer, J Murray, J Resnick, J Rothweiler, J Stanley Kriz, J Wolf, J A Fessler, J B Burl, J C Burgess, J D Wang, J G Daugman, J J Fuchs, J J Nielsen, J J Vidal, J K Choi, J M Lowerre, J M Pimbley, J P Ianniello, J P Le Cadre, J P Woodard, J S Byrnes, J S Walker, J W M Bergmans, Jack M Scott, Jake Gunther, Jan Willems, Jan P Van Hemert, Jean-Claude Junqua, Jean-Luc Rouas, Jiahua Wang, Jianing Dai, Jitendra K Tugnait, Joerg P Ueberla, Johanna Fay, Jonathan Betz, Joyce Friedman, Juan M Huerta, K Flowers, K Gabriel, K Mayyas, K Peacock, K Preston, K Preuss, K B Yu, K C Gill, K J Gartz, K S Lii, Kazuo Nakayama, Kazuyo Tanaka, Kenneth R Perry, Kou Hu Tzou, L Deivasigamani, L Gazsi, L Haken, L Jaroslavski, L Kazovsky, L Knockaert, L Kostic, L Lines, L Marple, L Pelkowitz, L Pfeifer, L Pusey, L Taxen, L Vanhove, L Vergara Dominguez, L B White, L C Godara, L E Pellon, L M Fourdan, L N Wu, L P Mulcahy, L S Chen, L S H Ngia, M Ackroyd, M Bastiaans, M Bertran Salvans, M Burkhard, M Hatamian, M Knudsen, M Kuster, M Maqusi, M Marolt, M Moffett, M Morhac, M Ohsmann, M Portnoff, M Schoenberger, M Soumekh, M Tummala, M A Poletti, M C Sullivan, M G Amin, M J Irwin, M J Werter, M S Ahmed, M S Andrews, M T Abuelma'Atti, Madeleine Bates, Manuel Bertran, Marc A Zissman, Matt Jones, Michael Cannon, Michael Wagner, Mochamad Ibrahim, N Canterakis, N Delprat, N Levanon, N Miller, N Mitrou, N Pendergrass, N Smith, N Vasanthavada, N K Jablon, N M Blachman, N R Shanbhag, Naftali Z Tishby, Nai Long Wu, Nailong Wu, Nathalie Virag, Nuggehally S Jayant, O Buneman, O Jefimenko, O Paiss, Osamu Fujimura, P Ahgren, P Bernhardt, P Butler, P Chevillat, P Gough, P Kamat, P Keating, P Lee, P Lohnberg, P Ramamoorthy, P Regel, P Schultz, P Skritek, P Steffen, P Strobach, P Taraba, P Thrift, P A Laurent, P C Millar, P D Gader, P D Teal, P D Tuan, P J Edwards, P J Radonja, P J S G Ferreira, P K Das, P S Lewis, P S Yeh, R Bastian, R Bernstein, R Cabot, R Compton, R Cristi, R Cupo, R Czarnach, R Engelbrecht, R Gnanasekaran, R Hulthen, R Isenberg, R Keeler, R Keys, R Kutil, R Manner, R Moddemeijer, R Nevin, R Pintelon, R Radzyner, R Schaefer, R Seegal, R Shively, R Sorace, R Spindel, R Stasinski, R Strickland, R Thun, R Veenkant, R A Altes, R C Nongpiur, R H Lyon, R J Di Francesco, R J Kenefic, R J Valenza, R K Otnes, R L Bottemiller, R M Goodall, R N Bracewell, R O Schmidt, R W Gerchberg, Rachel Wood, Raymond K Wong, Robert C Trider, Ronald J Wyber, Ruth Schreiber, S Alliney, S Candel, S Cohn Sfetcu, S Dikshit, S Gaiotto, S Haltsonen, S Hwang, S Mehrgardt, S Pohlig, S Reddi, S Shlien, S Stein, S Tassart, S Tominaga, S Van Lerberghe, S Vesa, S Werness, S White, S Zohar, S D Silverstein, S D Voran, S G Mallat, S H Abdul Jauwad, S L Hahn, S R Broom, S S Yedlapalli, Sean A Ramprashad, Shaoann Shon, Shean Tsong Chiu, Sheng Hwang, Slava M Katz, T Barnard, T Bordley, T Henderson, T Hopkins, T Nakamura, T Pogany, T Strom, T Trick, T Van Eck, T P Bronez, T S Brandes, Takashi Yahagi, Thomas Baer, Thomas D Parsons, Thomas H Crystal, Tien Lin Chang, Timothy Jones, Tomoko Izumi, Tung Ng, Ulrich Heute, V Kroupa, V Ramamoorthy, V E Neagoe, V K Ananthashayana, V P Dimri, Venkatesh Nagesha, Victor Solo, Vladimir Britanak, W Collins, W Lawton, W Paxton, W Perera, W Struzinski, W H Equitz, Wai C Chu, Weiping Li, William Turin, Wolfgang J Hess, Xin Wang, Y Baram, Y C Jenq, Y C Wu, Yhean Lai, Yi Teh Lee, Yongwon Jeong, Yousif A El Imam, Z Orbach, Z Uzdy, Zhe Wu, Zhong De Wang

 Caractéristiques des papiers 

nb de papiers= 6604

Classement des papiers par nombre d'auteurs décroissant:

 nb d'auteurs par papiernb de papiers concernésexemple de papier
 241taslp1995-20
 221taslp2010-145
 181taslp2006-157
 151taslp2006-140
 133taslp2008-110
 121taslp2004-38
 113taslp1998-12
 104taslp1993-17
 93taslp1997-24
 812taslp2002-54
 724taslp1979-9
 672taslp1983-34
 5194taslp1975-11
 4548taslp1975-18
 31409taslp1975-100
 22812taslp1975-1
 11515taslp1975-10
total 6604 

Papier(s) ayant le plus de co-auteurs: 24 auteurs.

idtitreauteurs
taslp1995-20The challenge of spoken language systems: Research directions for the ninetiesRonald A Cole, Lynette Hirschman, Les Atlas, Mary E Beckman, Alan W Biermann, Marcia A Bush, Mark A Clements, Jordan R Cohen, Oscar N Garcia, Brian A Hanson, Hynek Hermansky, Stephen E Levinson, Kathleen R Mckeown, Nelson Morgan, David G Novick, Mari Ostendorf, Sharon L Oviatt, Patti J Price, Harvey F Silverman, Judy Spitz, Alex Waibel, Clifford J Weinstein, Stephen A Zahorian, Victor W Zue

 Détails pour les 10 premiers auteurs de la centralité harmonique 

 Mari Ostendorf 
nom collaborateurnb de collaborations
Aaron Heidel1
Alan W Biermann1
Alex Marin1
Alex Waibel1
Anand Venkataraman1
Andreas Stolcke2
Arindam Mandal1
Arlo Faria1
Ashvin Kannan2
Barry Y Chen1
Bin Zhang1
Brian Hutchinson2
Brian A Hanson1
Clifford J Weinstein1
Colin W Wightman1
Constantinos Boulis1
David G Novick1
Dimitra Vergyri1
Dustin Hillard1
Elizabeth E Shriberg1
Eve A Riskin1
Gang Peng1
Hao Fang1
Harvey F Silverman1
Horacio E Franco1
Hynek Hermansky1
I Bechwati1
Ivan Bulyko1
Jan Robin Rohlicek3
Janet B Pierrehumbert1
Jing Zheng1
Jordan R Cohen1
Judy Spitz1
K Sonmez1
K N Ross1
Kathleen R Mckeown1
Katrin Kirchhoff1
Les Atlas1
Li Deng1
Lynette Hirschman1
Manhung Siu1
Marcello Federico1
Marcia A Bush1
Mark A Clements1
Martin Graciarena1
Mary E Beckman1
Mary P Harper1
Maryam Fazel1
Mei Yuh Hwang2
Nelson Morgan2
Oscar N Garcia1
Owen Kimball2
Patti J Price1
Peter Baumann1
Qifeng Zhu1
R A Bates1
R M Iyer1
Ronald A Cole1
S E Schwarm1
Salim Roukos1
Scott Otterson1
Sharon L Oviatt1
Stephen Renals1
Stephen A Zahorian1
Stephen E Levinson1
T D Ng1
Vassilios V Digalakis3
Venkata Ramana Rao Gadde1
Victor W Zue1
Wei Lin Wu1
Wen Ting Wang2
Xin Lei1
Yang Liu1
 Li Deng 
nom collaborateurnb de collaborations
Abdel Rahman Mohamed1
Alejandro Acero13
C F J Wu1
Ciprian Chelba1
Constantinos Boulis1
D Jacoby1
Dilek Z Hakkani-Tür1
Dimitri Kanevsky1
Dong Yu11
Frank Torsten Bernd Seide1
Franz Seitz1
G E Dahl1
Geoffrey Zweig1
Georg Heigold1
Gerald Penn1
Gregoire Mesnil1
Gökhan Tür1
H T Attias1
Haizhou Li1
Hamid Sheikhzadeh3
Hossein Sameti2
Hsiao Wuen Hon1
Hui Jiang3
Issam Bazzi1
J Z Ma2
Jasha Droppo6
Jian Cheng Wu1
Jinyu Li2
Kaisheng Yao1
Kuansan Wang1
L J Lee1
Larry P Heck1
M Aksmanovic2
Marcello Federico1
Mari Ostendorf1
Matthew Lennig2
Milind Mahajan1
Ossama Abdel Hamid1
Paul Kenny2
Paul Mermelstein2
Rathinavelu Chengalvarayan4
Reinhold Haeb Umbach1
Robert L Brennan1
Sibel Yaman1
Stephen Renals1
Stephen J Wright1
Vishwa N Gupta1
X D Huang1
Xiao Bing Li1
Xiaodong He2
Xiaodong Sun1
Xuemin Shen1
Yann Dauphin1
Ye Yi Wang2
Yifan Gong3
Yoshua Bengio1
Zhen Hua Ling1
 Nelson Morgan 
nom collaborateurnb de collaborations
Alan W Biermann1
Alex Waibel1
Anand Venkataraman1
Andreas Stolcke1
Arindam Mandal1
Barry Y Chen1
Brian A Hanson1
Clifford J Weinstein1
David G Novick1
Dimitra Vergyri1
Dong Yu1
G Hinton1
Harvey F Silverman1
Hervé Bourlard1
Horacio E Franco2
Hynek Hermansky2
Jen Tzung Chien1
Jing Zheng1
Jordan R Cohen1
Judy Spitz1
K Sonmez1
Kathleen R Mckeown1
Katrin Kirchhoff1
Les Atlas1
Lynette Hirschman1
Marcia A Bush1
Mari Ostendorf2
Mark A Clements1
Martin Graciarena1
Mary E Beckman1
Mei Yuh Hwang1
Michael M Cohen1
Oscar N Garcia1
Patti J Price1
Qifeng Zhu1
Ronald A Cole1
Sharon L Oviatt1
Shigeki Sagayama1
Stephen Renals1
Stephen A Zahorian1
Stephen E Levinson1
T D Ng1
Venkata Ramana Rao Gadde1
Victor W Zue1
Wen Ting Wang1
Xin Lei1
 Chin_Hui_P Lee 
nom collaborateurnb de collaborations
Ananth Sankar1
Arun C Surendran1
Biing-Hwang Fred Juang5
Bin Ma2
Chao Zhang1
Chao Shih Huang2
Chengyuan Ma1
Chiori Hori1
Chorkin Chan1
Cristina Chesta1
Dau Cheng Lyu1
Donglai Zhu1
E R Goldman1
Eng Siong Chng1
Frank K Soong1
Haizhou Li3
Hideki Kashioka1
Hong Kwang Jeff Kuo1
Hsiao Chuan Wang1
Hui Jiang2
Jay G Wilpon1
Jean-Luc Gauvain1
Jeremy Reed1
Ji Wu1
Jinyu Li3
Jun Du1
Keh Yih Su1
Lawrence R Rabiner1
Li Rong Dai1
Mazin G Rahim2
Miao Li1
Ming Yuan1
Mohamed Afify1
Myoung Wan Koo1
Neri Merhav1
Olivier Siohan2
Qi Hu Li1
Qiang Huo4
Rafid A Sukkar1
Sabato Marco Siniscalchi3
Shigeki Matsuda1
Shigeru Katagiri1
Sibel Yaman1
Tatsuya Kawahara1
Torbjørn Svendsen2
W Hsiao Chuan1
Wu Hou1
Xiong Xiao1
Xuan Wang1
Yi Fen Liu1
Yong Xu1
Yu Tsao2
Yunqing Xia1
 Mary_E Beckman 
nom collaborateurnb de collaborations
Alan W Biermann1
Alex Waibel1
Ashok K Krishnamurthy1
Brian A Hanson1
Clifford J Weinstein1
David G Novick1
Harvey F Silverman1
Hynek Hermansky1
Jordan R Cohen1
Judy Spitz1
Julia B Hirschberg1
Kathleen R Mckeown1
Les Atlas1
Lynette Hirschman1
Marcia A Bush1
Mari Ostendorf1
Mark A Clements1
Nelson Morgan1
Oscar N Garcia1
Patti J Price1
Ronald A Cole1
Sadaoki Furui1
Satoshi Nakamura1
Sharon L Oviatt1
Shrikanth S Narayanan1
Shuichi Itahashi1
Sook Hyang Lee1
Stanley C Ahalt1
Stephen A Zahorian1
Stephen E Levinson1
Tatsuya Kawahara1
Tzyy Ping Jung1
Victor W Zue1
 Haizhou Li 
nom collaborateurnb de collaborations
Bin Ma9
Chang Huai You2
Cheung Chi Leung2
Chin Hui P Lee3
Deyi Xiong1
Dimitri Kanevsky2
Donglai Zhu2
Eng Siong Chng5
F Sedlak2
Georg Heigold2
Haipeng Wang1
Hanwu Sun1
Helen M Meng1
Huy Dat Tran2
Isabel M Trancoso1
Jinyu Li1
Johan Sandberg1
Jonathan Dennis1
Jun'Ichi Kazama1
Kentaro Torisawa1
Khe Chai Sim2
Kong-Aik Lee4
Li Deng1
Luis F D'Haro1
Marcello Federico1
Maria Hansson Sandsten1
Min Zhang2
Rafael E Banchs2
Rahim Saeidi1
Raymond W M Ng1
Rong Tong2
Stephen J Wright2
T L Nwe1
Tan Lee2
Tin Lay Nwe1
Tomi Kinnunen3
Tuomas Virtanen1
Tze Yuang Chong1
Ville Hautamäki1
Wenliang Chen1
Xiaodong He3
Xiong Xiao2
Yiou Wang1
Yoshimasa Tsuruoka1
Yujie Zhang1
Zhizheng Wu1
 Satoshi Nakamura 
nom collaborateurnb de collaborations
Akira Sasou1
Daichi Kitamura1
Eiichiro Sumita1
Futoshi Asano1
Gen-Ichiro Kikui1
H Saito1
Herbert Buchner1
Hirofumi Yamamoto1
Hirokazu Kameoka1
Hiromi Nakaiwa1
Hiroshi Saruwatari1
Hisashi Kawai1
I Umoto1
Ian Richard Lane1
Jin Song Zhang1
Julia B Hirschberg1
Kazunobu Kondo1
Kiyohiro Shikano2
Konstantin P Markov1
Mary E Beckman1
S Matsuoka1
S K Mitra1
Sachi Yasuda1
Sadaoki Furui1
Satoru Hayamizu1
Seiichi Yamamoto1
Shrikanth S Narayanan1
Shuichi Itahashi1
T Kubota1
T Takiguchi1
T Yamada2
Takatoshi Jitsuhiro1
Tatsuya Kawahara2
Tomoko Matsui1
Walter Kellermann1
Wolfgang Herbordt1
Y Horio1
Y Kadowaki1
Yu Takahashi1
 Mark_A Clements 
nom collaborateurnb de collaborations
Alan W Biermann1
Alex Waibel1
Beth A Carlson1
Brian A Hanson1
Clifford J Weinstein1
D J Pepper2
David G Novick1
Harvey F Silverman1
Hynek Hermansky1
J W Pease1
John H L Hansen2
Jordan R Cohen1
Judy Spitz1
Kathleen R Mckeown1
Les Atlas1
Lynette Hirschman1
M H Hayes1
Marcia A Bush1
Mari Ostendorf1
Mary E Beckman1
Michael W Macon1
Nelson Morgan1
Oscar N Garcia1
Patti J Price1
Ronald A Cole1
S H Isabelle1
Sharon L Oviatt1
Stephen A Zahorian1
Stephen E Levinson1
Thomas P Barnwell Iii1
Victor W Zue1
 Stephen Renals 
nom collaborateurnb de collaborations
Alfred Dielmann1
Arnab Ghoshal2
Giulia Garau1
Guy J Brown1
Heidi Christensen1
Heiga Zen1
Hervé Bourlard1
Horacio E Franco1
Junichi Yamagishi1
K K Chin1
Keiichi Tokuda1
Li Deng1
Liang Lu2
Marcello Federico1
Mari Ostendorf1
Michael M Cohen1
Michael M Hochberg1
Nelson Morgan1
Simon King1
Songfang Huang1
Stuart N Wrigley1
Takashi Nose1
Tomoki Toda1
Vincent Wan2
Yasser Hifny1
Yoshihiko Gotoh1
Zhen Hua Ling1
 Stephen_E Levinson 
nom collaborateurnb de collaborations
Aaron E Rosenberg3
Alan W Biermann1
Alex Waibel1
Allen L Gorin1
Ananth Sankar1
Andrej Ljolje1
Brian A Hanson1
Cecil H Coker1
Clifford J Weinstein1
Cory S Myers1
David G Novick1
H Hohne1
Harvey F Silverman1
Hynek Hermansky1
Jay G Wilpon2
Jordan R Cohen1
Judy Spitz1
Kathleen R Mckeown1
Lawrence R Rabiner5
Les Atlas1
Lynette Hirschman1
Marcia A Bush1
Mari Ostendorf1
Mark A Clements1
Mary E Beckman1
Nelson Morgan1
Oscar N Garcia1
Patti J Price1
Ronald A Cole1
Sharon L Oviatt1
Stephen A Zahorian1
Victor W Zue1

 Tableau de répartition des productions par conférence (ou année) 

Permet de connaître que X auteurs ont publié dans une conférence, Y auteurs dans deux conférences etc.

nb de conférencesnb d'auteursexemple
15130A Adler
21168A Abu El Haija
3479A Carini
4239A Ahlen
5154A Dembo
687A Nuttall
759A Murat Tekalp
846A R Figueiras Vidal
928Boaz Porat
1019Aaron E Rosenberg
1124Bede Liu
1218A N Venetsanopoulos
135A V Oppenheim
141Shrikanth S Narayanan
152Lawrence R Rabiner
162Eugene Weinstein
172Harvey F Silverman
182Hermann Ney
192Jacob Benesty
212Biing-Hwang Fred Juang
221Li Deng
231Bayya Yegnanarayana

Auteurs qui ont publié dans le plus d'événementsNb
Bayya Yegnanarayana1

 Tableau de répartition des articles 

Permet de connaître que X auteurs ont publié A articles, Y auteurs B articles etc.

nb d'articlesnb d'auteursexemple
14916A Adler
21180A Barabell
3499A Abu El Haija
4239A Carini
5184A Ahlen
6113A Peled
766Athanasios Mouchtaris
855A Dembo
942A M Peterson
1029Alan Conrad Bovik
1123A Murat Tekalp
1222Aaron E Rosenberg
1317Abeer A Alwan
1412Dong Yu
1510A V Oppenheim
1611Alejandro Acero
175Augustine H Gray
189Boaz Porat
194B D Rao
203A N Venetsanopoulos
216Arye Nehorai
222Jen Tzung Chien
232C L Nikias
242Harvey F Silverman
253Israel Cohen
272Haizhou Li
281Bayya Yegnanarayana
303Benjamin Friedlander
311Steven M Kay
333Biing-Hwang Fred Juang
342Lin Shan Lee
391Chin Hui P Lee
421Li Deng
491John H L Hansen
501Lawrence R Rabiner
531Jacob Benesty

total elapsed time (read and display included)= 0.27195 minutes with 8 cores

computed on: Tue Sep 27 11:25:17 CEST 2016 from: METADONNEES_TASLP_HARMO.txt