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Author Index
AAarabi, P., 365Abadi, M., 22Abbasi, B., 295Abbasi, Z., 163Abbey Lambertz, M., 627Abbod, M.F., 301Abdollahian, M.A., 295–299Abdou, H.A., 742Abellán, J., 301, 741Abidoye, A.P., 185–190Abraham, J.M., 596Abrams, L., 93, 94Abramson, J., 129Abu-Falahah, I., 70Abut, H., 479Adams, B., 160Addepalli, S., 351Adell, J., 479Adesina, A.O., 186Affeldt, F.S., 483Afgan, E., 351Afonin, O., 82, 83Agada, R., 43Agarwal, A., 22Agarwal, B., 399Agarwal, R., 725Agarwal, Y., 701Agbele, K.K., 186Agirre, E., 407Agosto-Padilla, W., 12Agrawal, A., 502Agrawal, G., 492Agrawal, R., 288, 545Ahlan, A.R., 483Ahmad, A., 569, 725Ahmad, S.J., 318Ahmed, D.T., 208Ahmed, M., 114Ahmed, S., 295Ahmetovic, D., 370Ahmetyanova, A.I., 34Ahn, B.T., 370Ahn, S., 203Ahn, S.H., 288Aichholzer, O., 684Ainsworth, S., 326Ajasa, A.A., 478Ajayi, B.A., 483Akers, M.D., 326, 327Akinyemi, L.A., 478
Akour, M., 667–673Al Asmar, A.R., 667–673Al Qassimi, N., 484Al Rahem Jarrah, A., 667–673Al Saad, Z., 667–673Al Saeed, I., 129Alamillos, A.M., 301Alanen, O., 12Ala’raj, M., 301Alashkar, T., 365Albanese, M., 49Albers, S., 701Albert, P., 499, 500Albin, E., 115, 116Alencar, F.A.R., 370Alfonseca, E., 407Ali, M.I., 628Ali, Z., 530Alim, S., 622Aljawarneh, S.A., 318Allen, J., 21, 62Ally, M., 103Almagambetov, A., 370Almeida, L., 712Almeida, M.O., 635Almeida, T., 369–373Al-Rubeaan, K., 651Alsaleh, M.N., 163Alshara, Z., 163Altayev, S., 37, 730, 758, 760Althoff, F., 477Altman, E.I., 326Alvarado, A., 203Álvarez, C., 162Alwagait, E., 622Alzubi, K.A., 70Amantini, A., 65Amardeilh, F., 629Ambler, S.W., 227Amdahl, G.M., 453Amenyo, J.T., 569Amgoth, T., 185Aminian, K., 736Amiri, A., 295Amit, S., 239Amoroso, E.G., 67Anagnostakis, K.G., 89Anagnostopoulos, G., 653Anand, S., 459Anderson, D.J., 210Anderson, D.R., 260, 261
Dong, M., 26Donkin, A., 532Donoghue, O.A., 736Dorigo, M., 694Doroz, R., 745, 746Dörr, A., 632, 633dos Reis, J.C., 312dos Santos, A.G.L., 312dos Santos, A.M., 483–489dos Santos, C.N., 312dos Santos Forghieri Pereira, S.M., 267–273dos Santos, P.H., 413dos Santos, S.C., 233–243dos Santos Soares, M., 483–489Doukas, C., 722Doulkeridis, C., 545Downing, C., 725Doynikova, E., 77Dredze, M., 20Dröge, J., 391Drouby, F., 692Druzik, J., 668D’Souza, M., 561Du, S., 295Du, Y., 365Duarte, Y.A.O., 738Dubois, D., 513Duc, V.H., 226, 227Duchi, J., 407Duda, K., 141Dueck, D., 461Duffie, D., 326Dugan, M.T., 326Duh, K., 406Dulic, A., 414, 417, 418Duma, C., 76, 77Duong, T.Q., 186Duraisamy, G., 227Durelli, V.H.S., 207Dustdar, S., 164Dutkiewicz, A., 318Dutta, A., 10Dutta, M.K.K., 399Dworaczyk, B., 27Dybkjær, L., 25Dyer, C., 422, 423
EEbrahim, M., 312Echterhoff, J., 721Ecker, R., 411Eckert, C., 52Eckman, E., 540Edelsbrunner, H., 683Edler, F., 662Edmister, R.O., 326Edoho, M., 433–441Eggermont, M., 208Egozcue, E., 65Ehrmann, M., 312Eilu, E., 113Eisenbeis, R.A., 326Eisenberg, D.A., 62Eisenstein, J., 421Ekelhart, A., 76, 77
772 Author Index
Ekpenyong, M., 433–441Elbaum, S., 459Eler, D.M., 195–200Elia, F., 43Elish, K.O., 528, 530, 531Elish, M.O., 528, 530, 531Elisseeff, A., 352, 355Eljil, K.S., 652Elliott, R.A., 167, 168Elliott-Cirigottis, G., 621Ellis, S., 66Elovici, Y., 52El-Yaniv, R., 701, 702Emeakaroha, V.C., 141Emenecker, J., 459Emerson, T., 425Endres, C., 477Engebretson, P., 64Engle, S., 64Engström, E., 160, 226Ennesser, F., 721Enser, P.G., 25Ephremides, A., 151, 152Epps, J., 461, 462Eppstein, D., 683Erdélyi, R., 701, 702Erjavec, A., 305Ermelstein, P., 433Eschweiler, S., 95, 96Esmoris, A., 195Esparza, O., 722Espinoza, A., 226, 227Esteve, E., 652Etzioni, O., 21Evans, C., 19, 405, 406Evans, P., 540Everding, T., 721Evesti, A., 76Evgeniou, T., 633
FFabro, M., 752Facciolo, G., 606Fagundes, F., 287–293Fahringer, T., 163Faiola, A., 725Falco, J., 63Falkner, J., 452, 453Falzone, M., 569Fan, B., 370Fan, T., 692Fang, R., 628Fang, Y., 722Fapojuwo, A.O., 149Fardo, M.L., 213Farias, M.A.D.F., 413Faruquie, T.A., 623Fasel, B., 478Fatema, K., 141Faulks, I.J., 476Favre, T., 391Faye, R.M., 675Fayi, S.Y.A., 93–99Fayyad, U.M., 287Feddern, C., 603
Fried, D., 406Fried, L.P., 735Frieder, O., 399Friedman, A., 750, 751Friedman, D.A., 414, 415, 417Friedman, J., 416Frosolini, M., 203Fu, Y., 365Fujii, S., 590Fuks, H., 411, 412Fuller, R.M., 411, 412Furfaro, A., 49
GGabrielsson, S., 439Gaffney, J.E. Jr., 530Gaillard, R.C., 652Gain, J., 208Gal, V., 509, 511Galhardo, V.A.C., 735–739Galitskiy, A.V., 35Galli, M., 500Galloway, M., 333–340, 559–565Gålnander, M., 709–717GançArski, P., 321Gandarilla, H., 3–6Ganga, I., 141Gangemi, A., 273Ganitkevitch, J., 405, 406Gao, B., 20Gao, C., 124Gao, J.T., 73Gao, Q., 405Gao, W., 73Gao, Z., 421–426Garbajosa, J., 226, 227Garcés, K., 162Garcia, C., 121García, J., 203Garcia, R.E., 195–200García, V., 741Garcia-Duran, A., 20, 406García-Gabin, W., 652García-Galán, J., 162García-Osorio, C., 195García-Pedrajas, N., 195Garcke, J., 634Gardner, M., 20, 21Garey, M.R., 684, 691Garg, N., 186Garg, S.K., 162, 652Garland, M., 561Garland, S.M., 561Garrison, D.R., 411Gatti, M., 312Gau, C., 476Gaved, M., 621Gazzard, P., 501Ge, Q., 407Ge, T., 422, 425Geddes, L.A., 663Gehlot, V., 468Gehrke, J., 750Geng, L., 545, 546Gentry, C., 71
Georgakopoulos, S.V., 177Gerds, T., 447Gergle, D., 411Gerino, A., 370Gerlitz, H., 169Germanus, D., 65Gertrudes, J.C., 635Gewali, L.P., 683–688Ghafoorain, M., 595Ghanbari, H., 163Ghani, N., 164Ghazali, O., 141–147Ghazi, B.M., 301Ghemawat, S., 22, 119, 545Gheorghe, A., 63Ghildiyal, S., 186Ghimire, D., 399Ghobadi, S., 203Ghodekar, P., 545Gholami, M.F., 159, 160, 162, 164Ghosh, A.K., 675Ghosh, S.K., 685Ghosn, S.B., 692Giacomino, D.E., 326, 327Giaxa, R.R.B., 412, 413Gibbs, M., 39–42Gibiec, M., 459Gilbert, K.J., 390Gilbert, R.R., 163Gioppo, L., 722Giorgini, P., 517, 521Girma, A., 101–104Girotto, M., 318Girschick, T., 632Gitlow, H., 530, 531Gitlow, S., 530, 531Gitman, L.J., 326Gkritsi, A., 214Glass, E., 561Gloger, B., 214Gnabode, S., 569Goats, C.C., 660Godi, M., 105–111Goff, D.A., 746Gofman, M., 119–125, 475–480Goh, D.H., 214Golbeck, J., 27Goldberg, Y., 19Golden, L., 326Goleman, D., 413Golgowski, N., 750Gollmann, D., 67Gomes, C., 201Gomes, P.H.A., 195–200Gomez, A., 569Gomez, A.E., 370Gómez-Palacios, C., 195Gomez-Perez, A., 79Goncalves, G.S., 233–243, 245–253Gonçalves, P., 312Gonen, M., 447Gong, J., 370Gonzales, R.C., 569González, M.P., 195Gonzalez, T., 691Goodfellow, I.J., 22
774 Author Index
Goodrich, M., 749, 751Gopinath, K., 746Gopinath, S., 69Goraczko, M., 701Goranin, N., 36, 77Gorantla, A., 208Gordon, D., 318Gordon, M., 399Gordon, M.D., 399Gorschek, T., 226Gorup, C ., 305Gotel, O.C.Z., 225Gotrtrand, F., 737Goulet, C., 340Graeber, R., 27Graf, N., 27Graham, D., 530Graham, T.D., 64Grance, T., 749Granholm, A., 451–458Grantham Lough, K., 729Graton, F., 255–265Grausberg, P., 475Grave, E., 421, 422, 425Graves, A., 424Gray, D., 530, 531Grbac, T.G., 528, 530Green, A., 49Greenberg, A., 141Greene, B.R., 736Greenleaf, G., 123Greenwald, B.D., 596Greenwald, J., 528, 530, 531, 533Greenwood, D., 162Gregory, J., 248Grieco, L.A., 102Grieskamp, W., 459Griffiths, R., 168Grimm, C., 722Grinder, J., 411–413Grinder, M.T., 195Gringeri, S., 141Gritzalis, S., 162Grobler, M., 77Groen, A., 43Gross, J., 141Gross, T.R., 12Grossberg, S., 653Groth, S., 251Grove, M., 27Grünvogel, S., 467, 470Gu, M., 370, 528, 530Guadagno, L., 226Guan, C., 370Guariguata, L., 651Guarino, N., 75, 267, 268Gueret, C., 691, 692Gueron, S., 133–137Guibas, L.J., 685, 686Guillet, H., 443Guillod, L., 652Guimarães, G., 207–212Guizani, M., 113, 186Gunapati, V.Y., 318Gunaratne, N.G.T., 295–299Gunka, A., 159, 160
Gunn, S.R., 295Guo, D., 365, 578Gupta, A., 21, 186Gupta, N., 659–664Gupta, P.K., 613–617Gupta, R., 701Gupta, S.K., 163Gurule, K., 604Gurung, B., 683–688Gusev, M., 351Gustafson, J.L., 453Guthrie, R., 421Gutmann, M., 22, 406, 475Guyon, I., 352, 355Gyawali, R., 684Gyrard, A., 77
HHaas, C., 203Haas, R., 203, 578Hackl, T., 684Haddad, H.M., 214, 467, 528Hadziosmanovic, D., 753Haight, J., 103Halaschek-Wiener, C., 27Hall, C., 133Hall, J., 67Hall, K., 407Hall, M., 362, 530, 532Hall, R., 702Hall, T., 203, 530Hallaq, B., 49Halstead, M.H., 530Hamari, J., 207Hamdan, A., 318Hamid, A., 142Hamilton, H.J., 545, 546Hamilton, J., 443Hammond, J.L., 151Hammoudeh, M., 102Han, D.S., 370Han, G., 186Han, H., 343Han, J., 305, 545Han, L., 235Hanbury, A., 25Hanna, E., 701, 702Hänninen, K., 710Hansen, A., 761–762Hansmann, U., 247Hao, D., 459Hara, T., 186Harchaoui, Z., 604Hardisty, E.A., 195Hare, C., 750Harman, L.B., 747Harman, M., 459, 460, 462Harmanani, H.M., 691–698Harp, A., 22Harper, R., 468Harrell, F.E., 443Harrington, K., 675Harris, S.M. Jr., 491–498Harrold, M.J., 459, 462Hart, W., 659
Author Index 775
Hartel, P.H., 753Hashemi, R., 604Hasib, M., 7–10Hasim, R., 201Hasler, B.S., 414, 415, 417Hassan, M., 692Hassan, O., 693Hassane, A., 468Hasselbring, W., 162, 164Hastie, T., 416, 443Hastings, J.T., 211Hat, R., 559, 560Hatebur, D., 517Hatta, N., 701Hattori, M., 421, 422Haxel, F., 370Hayashi, T., 589Hayes, J.H., 226Hayes, M.H., 478Haykin, S., 262, 275, 398Hazan, E., 407He, D., 113He, G., 478He, H., 421–426He, J., 158He, P., 528He, Q., 545Head, M., 212Healy, P.D., 141Hebert, M.H., 569Heckman, R., 411Heer, J., 380Heer, T., 101Heinz, C., 722Heinzelman, W., 352Heinzelman, W.R., 187Heisel, M., 517Held, M., 683Hempelmann, C.F., 77Hendler, J., 27Hendriks, E.A., 477Henig, D., 333, 334Henrique, P., 413Henze, N., 628Herga, Z., 731Hermans, J., 70Hern, A., 93–96Hernandez-Cons, N., 701Hernandez-Serrano, J., 722Hertel, S., 685, 686Herzog, A., 76, 77Hespanha, J.P., 478Hesse, K., 162Heuer, M.L., 390Hevner, A.R., 222Hicinbothom, J., 343, 675Higaki, H., 175–182Highsmith, J., 222, 225Hijazi, S., 352Hilbert, M., 427Hill, F., 407Hill, R., 27Hinton, G.E., 52, 54Hipp, J., 288Hira, A., 622Hirsch, M., 352
Hirschberg, J., 461, 462Hirschberger, G., 414, 415, 417Hirst, G., 405Hládek, D., 390Hmurcik, L.V., 659–664Hocevar, T., 305Hoch, S., 477Hochreiter, S., 357, 424Hodges, S., 701Hoed, R.M., 288Höffler, T., 412Hoffstein, J., 70Hogan, D.B., 168Hojat, M., 412, 413, 415Holmes, G., 362, 532Homann, F., 684Homann, M., 684Homow, S., 102Hong, J.W.-K., 356, 357Hong-Chung, C., 762Honório, K.M., 631–637Hook, R., 251Hooman, A., 742Hopfield, J.J., 398Hopkins, J., 746Horgan, F., 736Hörkkö, M., 302Horn, B.K.P., 603Horn, D., 736Horridge, M., 269, 273Horrocks, I., 629Hosmer, D.W. Jr., 328, 329, 443Hosny, A., 391Hossain, A., 569Hossain, M., 495, 627Hossain, M.A., 318Hossain, M.M., 498Hossain, S.A., 365Höst, M., 413, 416Hou, J., 26Houben, G., 207Houde, J.-F., 159Houle, J.-L., 333–340Houmansadr, A., 114Hovig, E., 389Hovmarken, L., 246Howard, M., 64Howard, Z., 623Hruschka, E.R. Jr., 20, 21, 406Hsieh, J.W., 370Hsu, C., 295–297Hsu, C.-Y., 692Hu, J., 114Hu, T., 589, 614Hu, X.B., 613–617Hu, Y., 318, 459, 742Hu, Y.P., 69, 73Huang, C., 422, 459Huang, C.N., 422Huang, D., 115Huang, F., 422, 425Huang, H., 295–297Huang, J., 44, 614Huang, X., 370, 422, 425Huang, Y., 651Huang, Z., 51, 460
776 Author Index
Hubballi, N., 114Hubert, L., 461, 462Huda, S., 295–299Hudson, J.C., 64Hugo, R., 208Hui, M.C., 623Hui, R.T.Y., 411Huljeni, D., 528Hull, J., 552Hummen, R., 101Hummer, W., 164Hung, L.-H., 390Hunter, D., 213Huo, Q., 76Huotari, K., 207Huovinen, T.T., 12Hur, S., 569Huring, J., 692Hurley, U., 623Hurriyetoglu, A., 312Hurtado, F., 686, 687Hussain, A., 478Hussain, Z., 569Hutcheson, M.L., 530Hutter, R., 65Hutton, D.V., 687Huwang, L., 295, 296Hwang, J.Y., 106Hynes, M.M., 622Hyun, S., 370Hyvärinen, A., 406, 461
IIbarra, B., 660Ibrahim, M., 351Ibrahim, O., 288Igarashi, K., 479Iliinsky, N., 377Illés, J., 545Imai, M., 530, 531Imielinski, T., 288Inamdar, P., 12Inayat, I., 226Ingram, R.C., 380Innes, E., 737Inselberg, A., 580Inthurn, C., 528Inyang, U., 433–441Ioannidis, J.P., 390Irani, S., 701Irving, G., 22Irwin, J.D., 476Isaacs, B., 736, 738Isard, M., 22Ishak, K.A., 478Ishak, Z., 725Islam, S., 162Islam, S.R., 627Islam, Z., 530Isotani, S., 207Isselhardt, B.J., 277, 279Itakura, F., 479Ito, H., 701Itou, K., 479Ivanova, M., 318
Macherey, W., 405Maciel, I., 413Mackowiak, K., 370Maconachy, W.V., 9Madan, B.B., 701Madaus, G.F., 211Madhusudhanan, B., 312Madraky, A., 318Mafaler, R., 318Maglaras, L., 49Mahalik, H., 82Mahalingam, M., 141Mahmood, A.N., 114Mahoney, F.I., 738Maia, F., 652Maimuna, M., 239Mäki-Turja, J., 709, 710, 712, 714Maldonado, A., 203Maleerutmongkol, N., 359–366Maleki, M.R., 295Malge, A., 527Malhotra, R., 295Malik, A.W., 164Malik, J., 603Malishevsky, A.G., 459Mallat, S., 590–592, 596Malone, A., 360Maloof, M.A., 52Maltarollo, V.G., 635Maltzahn, C., 390Mamaghani, F., 753Mambo, M., 69Mammadav, M., 295Mamta Madan, M.M., 141Man, K.L., 554Manata, B., 203Manavella, A., 370Mancini, L., 102Mané, D., 22Manegold, S., 318Mani, B.S., 176Maniezzo, V., 627Manjunath, B., 52, 53Manning, C.D., 19, 21, 22, 405, 406, 422, 425Manola, F., 629Manson, D.P., 49Mäntylä, M.V., 160Marais, P., 208Marasco, E., 208Marcal, I., 195Marciniak, T., 370Marclay, S., 736Marco, G., 326Marcus, G., 390Marcus, N., 411Mardeni, R., 12Marechal, S., 751Margulis, S.A., 318Maria, A., 579Marias, K., 27Marin, C.H.V., 195Marinos, A., 501Markatos, E.P., 89Markeloff, R., 77Markstrom, S.L., 491Markwood, I.D., 479
Author Index 781
Marqués, A.I., 741Marrouche, W., 691–698Martens, B., 159Marthandan, G., 742Martin, E., 150Martin, V., 90Martinelli, F., 113Martínez, A.M., 301Martinez, M., 411Martins Costa, E.S., 159–164Martins, J., 248Martins, M.A., 415Martins, W.M., 569–574Mascetti, S., 370Mashhadi, S., 69, 70Masiteng, K., 221Masluk, A., 119–125Mastrocola, V.M., 213Masuko, T., 433Matei, S.A., 725Mateos, C., 351–357Mathias, S., 736, 738Mathiassem, L., 203Matos, L., 369–373Matsunaga, H., 589Matsushita, Y., 603Matsuzaki, T., 425Matthews, J.N., 114–116Matthews, L.D., 660Mattord, H.J., 49Matuck, G.R., 255–265, 275–283Mauricio, S., 239Maurizio, D.T., 501Mauša, G., 528, 530Maxwell, C.J., 168May, L., 241Mayer, W., 500, 503Mayfield, K., 40Mayhew, S., 479Mays, G.P., 380Mazhitov, M., 759–760Mazo, R., 76, 77McBride, B., 629McCabe, T.J., 530McCaffery, F., 226McCallister, E., 749Mccallum, A., 422, 424McCosker, A., 622McCrohan, K., 10McDaid, K., 226McDermid, R.C., 735McGraw, G., 63McGregor, J., 495McGuinness, D.L., 629McHardy, A.C., 391McHugh, P.R., 738McKenzie, D.R., 662Mclean, T.J., 661McMinn, P., 459Medina, B., 213Meer, P., 461Mehlhorn, K., 685, 686Mehmood, A., 124Mehrabi, S., 585Mehta, G., 208Mei, H., 459
Meingast, M., 746Meinhardt-Llopis, E., 606Meireles, M.A.C., 214Meisters, G.H., 688Melanson, S.E., 746Melis, R., 735, 736Mello, J.L.C., 735–739Melo, F., 162Melo, J.S., 343, 675Meltzer, S.J., 596Memon, A.M., 459, 462Méndez, M., 452Mendonça, M., 413Mendoza, J.A., 627Meng, M.Q.-H., 596Meng, T., 614Mens, T., 451Menzel, M., 162Menzies, T., 528, 530–533Merdith, A., 318Merkel, D., 560Meschtscherjakov, A., 477Mesos, A., 493Messai, M.-L., 186Meunier, P., 63Meyer, F., 561Mialaret, L.F.S., 301–309, 731–733, 741–743Mian, M.A., 530Mian, P.G., 76Miani, R.S., 483Miao, J., 480Micali, S., 108Miccoli, I., 662Michael, M., 370Michaels, L.A., 151, 152Michalski, L., 668Michalski, S., 668Michele, M., 239Michie, D., 333Miguel, M.A., 328, 654Mihalcea, R., 312Mihal’ov, J., 451Mihaylov, V., 459Miikkulainen, R., 675Mikkelsen, L., 722Miklos, M., 176Mikolov, T., 20, 405–407, 421–423, 425Milito, R., 351Miller, E., 629Miller, G.A., 19, 405, 406Miller, J., 668Miller, V., 203Milner, R., 468Miluti-novic, M., 305Minamoto, T., 589–592, 595–601Minelli, M., 119Miner, S.K., 106Mirandola, R., 163Miryala, S., 692Mishra, A.K., 186Mishra, B.D., 20, 21Misra, S., 530Mistrot, J.M., 27Mita, S., 370Mitchell, B., 40Mitchell, J.S.B., 683
782 Author Index
Mitchell, S., 683Mitchell, T.M., 20, 21, 406Mitic, J., 721–723Mitra, S., 475–480Miyajima, C., 479Mizioka, L.S., 245–253Mobasher, G., 288Mobius, B., 433Mock, S.A., 377Moeslund, T.B., 370Mogadala, A., 312Møgelmose, A., 370Moghaddam, B., 478Mohamed, L., 301Mohania, M.K., 623Mohror, K., 390Možina, M., 305Molero, E.C., 12Molina, M., 144, 145Molinari, A., 628Molinos, E.J., 569Molitorisz, K., 451Mollaoglu, S., 203Moloja, M.D., 113–117Monbaron, D., 652Monette, G., 445, 446Monga, R., 22Monteiro, M., 159–164, 377–388Montini, A.A., 255–265, 275–283Montini, D.A., 255–265, 275–283Moody, A., 390Moore, J.-S., 390Moore, S., 22Moorefield-Lang, H., 623Mora-Camino, F., 569–574, 614, 675Moraes, L., 226Moraila, G., 389, 390Morais, H., 201Morand, D.A., 411Morandi, D., 102Moreira Filho, T.R., 527Moreira, V., 312Morency, L.P., 364Moreno, M.A., 627Mori, Y., 596Morimoto, Y., 589, 595Morris, A.A., 652Morrison, J.P., 141Moser, E.G., 652Moshirpour, M., 208Moskovitch, R., 52Mota, R.L.M., 569, 614Motik, B., 629Motta, R., 651–658Motz, C., 333, 334Mount, D.M., 685Mour Barrett, G., 360Mouratidis, H., 162Mousavi, S.M., 295Moussa, R., 530Moyer, R.C., 326Moyers, B.T., 390Mozzaquatro, P.M., 288Mpekoa, N., 113Mubeen, S., 709–717Mues, C., 731, 742
Mukerjee, D., 103Mukherjee, T., 163Müller, C.A., 477Muller, D.E., 688Mulzer, W., 684Muniz, D.L.B., 736Munoz, J.L., 722Mura, W., 201Murata, T., 468Murchony, O., 101Murray, D.G., 22Murthy, K., 362Myers, A., 753Myers, E.W., 27Myers, G.J., 529
NNachtsheim, C.J., 443Naenudorn, E., 239Najafi, B., 736Najjaran, H., 414, 417, 418Nakano, R., 692Nam, G., 162Napoli, R., 67Naranjo, A., 159Narra, J.M., 427–432Nartker, T., 390Nascimento, A.M., 527–534Nashashibi, F., 370Natali, A., 501Natali, C., 76Nataraj, L., 52, 53Natkin, S., 467, 470, 509, 511Navas, J., 233–243Navas, T.I., 149–158Nayak, U.S.L., 736, 738Nealand, A., 746, 748Nedevschi, S., 370, 702Nee, R.V., 11Neil, M., 530Nejdl, W., 628Nekrutenko, A., 389Nelson, B., 81Nemuraite, L., 501Nerurkar, A., 72Neter, J., 443Neto, P.S., 326Neves, M.T., 614Ng, A., 406Ng, A.Y., 19, 21, 22Nguyen, P.Q., 71, 73Niaki, S.T.A., 295Nicholson, A., 49Nickel, C., 113Nickolls, J., 561Nienhüser, D., 370Nigro, C., 468Nihtila, T., 12Ning, X., 631Nirenburg, S., 77Niswonger, R.G., 491Niwattanakul, S., 239Noel, S., 49Nolin, M., 710Nolte, T., 712
Author Index 783
Nonaka, I., 222Noonan, C., 622Noore, A., 530Nordlander, J., 709Nordman, B., 701, 702Norouzi, M., 405North, D., 267, 272Norton, R., 475Nørvåg, K., 545Norvig, P., 276, 277, 279, 311Nosowitz, D., 479Notenboom, E., 527–529Notoatmodjo, G., 65, 751Notredame, C., 390Noy, M., 686, 687Noy, N.F., 629Nunes, D.P., 738Nunes, I.D., 483–489Nunes, M.A.S.N., 411Núñez, A., 163Nunna, S., 351Nurbekov, A., 37, 730, 758, 760Nuriddin, A., 621Nurkas, A., 757–758Nurmuradov, D., 459–465Nurusheva, A., 33–37, 729–730Nussbaum, M., 509, 511Nyknahad, D., 701
OOakland, J.S., 261O’brien, L.A., 635Obrst, L., 77Obuchowski, N., 447Ochola, E.O., 185–190Ochsenreiter, W., 175Ocker, R.J., 411O’Donovan, S., 208Odubiyi, J., 43, 44Ogaard, K., 527Ogata, T., 589Ogievetsky, V., 380Ogurtsova, K., 651O’Halloran, A., 736Ohida, S.O., 81Ohlsson, M.C., 413, 416Ohura, R., 589, 590, 596Oja, E., 461Okamoto, E., 69Okpala, H.N., 621Okuyucu, C., 399Oladipo, O., 569Oladipupo, K., 478Olah, C., 22Olaru, A., 596Olbertz-Siitonen, M., 411Olde, R.M., 735, 736O’Leary, M., 43Olifer, D., 77Olivares, E., 722Oliveira, J.G.B., 579Oliveira, L.B., 207–212Oliveira, P.R., 631–637Olivete, C., 195–200Olsen, P., 64, 749–755
Olson, R., 561Olstedt, K., 722Omachi, M., 370Omachi, S., 370Omar, M., 129Omeni, O., 476Omid, M., 742Omura, H., 589, 590, 595–601Ondáš, S., 390Ong, H., 12Oniga, F., 370Onyegbula, F., 129Oravec, M., 478Orazem, M.E., 660Ordonez, M.J., 528O’Regan, C., 736O’Reilly, P.J.P., 151O’Rourke, J., 683Orrego, A., 530Orsillo, S.M., 413Osborne, J., 226Osherovich, E., 688Osho, O., 81Osman, A.S., 141, 142Osório, F.S., 370Ostermann, S., 163Othman, Z., 318Ou, X., 366Ougiaroglou, S., 288Ovaska, E., 76Overmars, M., 683Oxley, J., 412Ozer, O., 203
PPaar, C., 133Paarmann, D., 561Pacheco-Paramo, D., 153, 154Padfield, G.D., 344, 676Padhye, J., 701Padhye, S., 69–73Padillo, F., 288Padmapriya, S., 478Paganini, P., 97Painumkal, J., 491–498Paja, E., 517, 521Pal, A., 150Palathingal, L., 498Palau, C.E., 722Palhoco, A.R.M.S., 413Paludo, L., 214Palumbo, E., 390Pan, J., 312Pan, J.-S., 26Pan, L., 235Pan, S.J., 632Panchwagh, M.M., 397, 398Pang, B., 333Papamarkos, N., 26Papatheocharous, E., 203Papert, S., 622Paradowski, M., 26Parde, N., 208Parise, A., 49Paritosh, P., 19, 405, 406
784 Author Index
Park, H., 103Park, K., 287, 288Park, K.S., 476Park, Y., 569Paro, H.B.M.S., 415Parsia, B., 27Pasca, M., 407Paschalis, G., 288Pascual, M.B., 301Pasquier, M., 652Passat, N., 321Passetti, E., 203Passos, L.M.S., 467Patah, L., 201Patel, A.G., 628Patel, K., 208Patel, R., 360Patel, S., 659–664Paterson, K.G., 106Pathak, G., 701Patil, S.N., 545Patry, M., 159Pattanaik, V., 614Paul, R.A., 530, 531Paul, U., 731Paulus, R., 405Pavlovicova, J., 478Pavlyukevich, I., 693Pearson, M., 141Pechenizkiy, M., 288Pedersen, B.S., 561Pedregosa, F., 461Pedreiras, P., 712Pei, J., 305, 545Pei, W., 422, 425Peikert, C., 71Pelaez, C., 684Pellegrini, R.M., 201–205Pelzl, J., 133Penatti, O.A., 26Pencina, M.J., 447Peng, F., 422Peng, H., 27Peng, R.D., 389, 390Pengfei, G., 370Pennebaker, J.W., 411, 412Pennington, J., 405, 406Pentland, A., 478Penya, Y.K., 702Peralta, L.M.R., 150Perea-Ortega, J.M., 312Pereira, A.C.M., 312Pereira, F.C.N., 424Peres, S.M., 287Pérez, C., 160Pérez, J.C., 160, 162, 163Pérez-Castillo, R., 162Perktold, J., 530, 531Perry, K., 596Peshek, T.J., 318Pesti, P., 150Petersen, K., 160Pe-than, E.P.P., 214Petitjean, F., 321Petrakis, E.G., 26Petrini, C., 579
Petrova, M., 11Petry, F.E., 399Pettersson, J.S., 113Pfahringer, B., 362, 532Pfeiffer, G., 133Pfleeger, S.L., 226Pfnür, H., 662Phelps, D., 569Philipsen, M.P., 370Phillips, A., 81Phillips, V., 208Phillips, W., 208Piaget, J., 622Piatetsky-Shapiro, G., 287Piattini, M., 162Piccinini, F., 627–630Piccolo, A., 49Pidcock, C., 46Pierpaolo, C., 501Pillai, K., 318Pilz, A., 684Pimentel, M., 411, 412Pineda, M., 691Pinheiro, C.A.M., 345, 677Piniarski, K., 370Pinson, E., 692Pinter, Y., 421Pinto, R.M.C., 415Piparia, S., 459–465Pipher, J., 70Piraghaj, S.F., 163Pires, L.F., 267–273Plankensteiner, K., 163Planning, S., 527Plourde, K., 62Plummer, E., 561Pock, T., 604, 606Pocock, A., 622Podgurski, A., 459Podnar Zarko, I., 722Podsiadlo, D., 736, 738Pointon, J., 742Polajnar, M., 305Pollack, J., 675Pollard, E., 370Pollock, L., 459Polubelova, O., 77Pontil, M., 633Pop, M., 561Popa, R.A., 91Popa, V., 427–432Porter, A., 476Porwik, P., 745, 746Pouyanfar, S., 628Powell, T., 39Powers, D.M.W., 444Prabakaran, S., 614Prabhakar, S., 433Prabhu, D., 399Prabhu, N.R., 397–402Prado, A.F., 175Prado, P.V., 370Prajeeshan, R., 478Praneetpolgrang, P., 483, 484Prasad, W., 241Prechtl, H., 412
Author Index 785
Premaratne, P., 167–173Preneel, B., 70Pressman, R.S., 248Prettenhofer, P., 312Preusser, F., 668Prieto, P., 390Prikladnicki, R., 214Prins, C., 691, 692Prins, S., 692Priya, D.V., 370Procopiuc, M., 197Procopiuc, O., 197Prodan, R., 163Prodan, S., 370Proebsting, T., 389, 390Pryor, S., 621Psaila, G., 163Pugh, K., 233Pugliese, V.U., 233–243, 245–253Punnekkat, S., 459Pyatkovskiy, M., 91
QQadah, G., 652Qasha, R., 162Qi, B., 370Qi, Y., 422Qian, R., 366Qin, H., 196Qiu, X., 422, 425Qu, Y., 177Queiroz, F.S., 233–243Quinlan, J.R., 362Quint, P.-C., 162Quittek, J., 142Qusef, A., 225
RRaabe, A.L.A., 214Rabhi, F., 159, 160, 162, 164Radhakrishna, V., 318Radjenovi, D., 530Raghavan, V.V., 399Ragsdale, D., 9Rahayu, W., 351Rahbar, S., 651Rahman, A.S.M.M., 365Rahman, M.F.A., 569Raisinghani, S.C., 675Raja, T.S.R., 186Rajkumar, J., 710, 711Ram, K., 176, 389Ramakrishnan, R., 750Ramanauskaite, S., 36, 77Ramón Fonseca Cacho, J., 389–395Ramos, A.B., 614Ramos, A.C.B., 343–350, 569–574, 613–617, 675–680, 735–739Ramos, F., 51–58Ramos, K.H.C., 484Ramrez-Vigueras, A., 684Rana, O.F., 162Rangan, C.P., 69Ranjan, P., 530Ranjan, R., 162, 492
Rao, K.M., 12Rao, K.N., 226Rao, K.S., 433Rashid, T., 398Rashid, U., 25–31Raskjn, V., 77Raspall, F., 144, 145Rathore, R., 476Rathore, S.S., 530, 533Ratnasamy, S., 91, 701, 702Rätzmann, M., 530Rau, M., 162Ready, R., 411–413Reda, R., 627–630Reddy, C.K., 627Redwine, S.T. Jr., 64Reed, T., 49Regan, G., 226Regan, M., 476Regev, O., 71, 73Regnell, B., 226, 413, 416Reich, J., 701Reichart, R., 407Reinders, M.J.T., 477Reinertsen, D., 210Reis, H.M., 207Reis, J., 312Ren, K., 364Renaut, S., 390René, D., 468Rengaswamy, R., 295Rennison, D.J., 390Rettinger, A., 312Reutemann, P., 362, 532Revaud, J., 604Reyes-Muñoz, A., 477Reynares, E., 500Reyno, E.M., 467Reza, H., 527Rezende, E., 51–58Rezende, L.P.d., 512Rhem, J., 267Riasi, A., 742Ribeiro, J.M., 213–218Ribeiro, L.R., 675Ribeiro, M.X., 317–323, 577–587Ribeiro, N.N., 412, 413Ribeiro-Neto, B., 25Ricart, W., 652Riccucci, S., 627Rice, A., 352Richard, H., 239Richards, D., 43, 44Richardson, S., 736, 738Richter, K., 709Riedl, C., 160Rierson, L., 246Riihijarvi, J., 11Riley, M., 433Ringuette, M., 21Rios, E., 527Ripari, P., 255–265Ristaniemi, T., 12Rivard, S., 159Rivera, D., 203Rivera, R., 54
786 Author Index
Riverst, R., 551, 552Rizzardi, A., 102Rizzi, A., 370Robbins, A., 412, 413Robert, C., 239Robert, P., 736Robinson, A.J., 660Robinson, P., 364Robinson, T., 407Robson, E., 235Roccetti, M., 627Roccosalvo, J., 539–544Rocha, J., 579Rocha, J.E.M., 195–200Rochead, A., 621Rodger, S., 197Rodger, S.H., 196Rodgers, B., 208Rodgers, W., 621Rodrigues, G.A.P., 89Rodrigues, M.C., 412, 413Rodriguez, D., 530Rodríguez, J.M., 352Rogaway, P., 107Rogelj, P., 26Rom, R., 149Romani, L.A.S, 577–587Ronchetti, M., 628Roopteja, M., 239Roosta, T., 746Roque, D.P., 343–350, 614, 675–680Roque, L., 467, 509Rorres, C., 169Ros, M., 167–173Rosa, F.F., 75Rosas, R., 509, 511Rose, W.E., 746Rosehart, W., 208Rosen, D., 653Rosenbaum, L., 632, 633Rosenberg, A., 461, 462Rosenberg, M., 81–87Rosenberg, T., 49Rosenstiel, W., 370Rosenthal, J.S., 296Ross, A., 433Ross, K.S., 578Ross, S.A., 552Roszbach, K., 326Rote, G., 684Roth, R.E., 578Roth, S., 606Rothermel, G., 459, 462Rothwell, J., 540Rourke, L., 411Rouse, J.W. Jr., 578Rousseeuw, P.J., 461Rowe, N.C., 115, 116Rowley, H.A., 478Rubin, K.S., 246, 247Rubinstein, M., 552Rückert, U., 632Rudebusch, G.D., 354Rüger, S.M., 26Rui, S., 26Ruiz, J., 652
Ruiz-Cortés, A., 162RuleSpeak, L., 500Rumbaugh, J., 225Runeson, P., 226, 413, 416, 528, 530Rupnik, J., 731Rupp, A., 133Ruppert, G., 51–58Rush, A.M., 421Russakovsky, O., 51Russel, A., 45Russell, B.C., 27Russell, S., 276, 277, 279Rusu, L., 484Ruuska, I., 203Ruwan, W., 241Ryabko, S.D., 35Ryder, J., 343, 675Ryoo, J., 77Ryu, M.S., 476
SSaaty, T.L., 460Sabaliauskaite, G., 226Sabbagh, R., 213Sacca, D., 49Sachdeva, V., 208Sadasivan, G., 142Saddik, A.E., 365Saenko, I., 77Safdari, M., 12Sagisaka, Y., 433Saha, S., 12Sahni, S., 691Saito, A., 195Saiyod, S., 114Sak, H., 357Sakata, Y., 590, 596Sakkalis, V., 27Sakthidharan, G.R., 312Salamanca, A., 162Salamat, A., 12Salarian, M., 370Salas, C., 621Saleem, K., 621–624Salim, S.S., 226Salinesi, C., 76, 77Salini, P., 76, 77Salnitri, M., 517Salomoni, P., 627Salzberg, S.L., 561Samad, S.A., 478Samadi, M., 21Samer Wazan, A., 517Samet, H., 479Sampath, S., 459, 462Sanchez, C., 596Sánchez, J., 606Sánchez, J.S., 741Sanders, W., 114Sandler, C., 529Sandom, C.J., 25Sandoval, E., 162Sandve, G.K., 389Sangster, B., 53Sansom, J., 167–173
Author Index 787
Santarelli, T., 343, 675Santos, B.S., 411–418Santos, F.A.O., 19–23, 311–315, 345, 405–409, 677Santos, H.F., 267Santos, J.L.F., 738Santos, M.D.L., 569Santos, M.D.M., 614Santos, M.S., 19–23Santos, M.T.P., 317–323Santos, R., 712Sapiro, G., 761Saputra, K.I., 370Sarantopoulos, M., 427Saravanan, P., 312Sardana, A., 102Sargut, G., 203Sari, A., 149Sarmah, K., 434Sarmany-Schuller, I., 412Sastry, N., 186Sastry, S., 746Satheesh, S., 51Sathiya, S., 370Sato, F., 596Satter, E.K., 661Saurabh, G., 176Savi, R., 214Savola, R., 76Savva, G.M., 736Scaife, A.A., 701, 702Scandurra, P., 163Scarfone, K., 63, 65, 749, 751Schaeffer, T.T., 668Schain, A., 27Schapire, R.E., 478Scharfetter, H., 477Scharstein, D., 606Schell, J., 207, 212, 578Schick, L., 175Schimmler, M., 133Schindhelm, C.-K., 721Schirra, S., 685Schlienger, T., 10Schlimmer, J.C., 21Schlipsing, M., 370Schloss, P., 561Schmid, C., 604Schmid, S., 721, 722Schmidhuber, J., 357, 424Schmidt, D., 710Schmidt, H., 517Schneider, A., 351Schneider, C., 751Schneier, B., 133Schnoerr, C., 603Schnoor, B., 162Schofield, E., 26Schöning, J., 415Schoon, Y., 735, 736Schou, C.D., 9Schröder, M., 46Schubert, F., 241Schuh, M., 318Schultz, E.E., 62, 751, 752Schulz, E., 162Schulz, L.T., 746
Schunck, B.G., 603Schuschel, D., 295–297Schuster, M., 22, 405, 407Schwaber, K., 208, 214, 222, 246, 247, 267Schwartz, T., 477Schwarzkopf, O., 683Schwarzott, W., 722Schwenk, M., 736Scinvasan, B.B., 569Scolaro, J., 343, 675Scott, J., 701Scutchfield, F.D., 380Sczyrba, A., 391Seabold, S., 530, 531Seabra, R.D., 213–218Seager, T.P., 62Sears, L., 604Sebastián, M., 54Sebastiani, F., 398Security, W.W., 49Sekar, V., 113Selaru, F.M., 596Selau, L.P.R., 731Selvi, S.S.D., 69Selway, M., 500, 503Sempere-Payá, V., 153Senior, A., 357Sennewald, C.A., 62Senserrick, T., 475Sentilles, S., 710Seo, S.H., 69Seo, S.-S., 356, 357Seow, H.-V., 731, 742Sepehr, S., 212Serokhvostov, S., 613–617Seroussi, G., 761Serpedin, E., 175Serrano, M., 589Sert, M., 399Setio, A., 595Settles, B., 20, 21, 406Seung, H.S., 461Sewovoe-Ekuoe, F., 569Seycek, S., 159, 160Sgandurra, D., 113Sha, L., 710, 711Shaa, D.Y., 692Shabanah, S.S., 201, 214Shabtai, A., 52Shafer, S.A., 569Shah, A., 201Shah, M., 201Shahmehri, N., 76, 77Shahzad, B., 621–624Shahzad, F., 141, 142Shala, L.A., 528Shamir, A., 133Shangin, V., 35Shanguin, V.F., 35Shani-Sherman, T., 414, 415, 417Shankaran, A., 389, 390Sharda, R., 288Sharifi, M., 351Sharir, M., 685Sharma, B., 162Shaw, J., 651
788 Author Index
Shawish, A., 288She, L., 398She, M., 476, 479Shearer, R., 629Shelby, Z., 721Shemy, R., 133–137Shen, F., 539–557Shen, H., 149, 158Shen, W., 186Shenoy, A., 746Shepperd, M., 530, 531Sherman, R., 427Sherpa, T.D., 569Sherry, J., 91Sheshadri, R., 12Sheu, F.-S, 651Shevade, S., 362Shguemori, E.H., 614Shi, J., 352Shi, L., 149Shi, Q., 614Shi, X., 370, 421, 422Shi, Z., 370–373, 389, 390, 422, 425, 545Shibata, D., 596Shiflet, A.B., 551, 555Shiflet, G.W., 551, 555Shigemura, R.A.L., 245–253Shiguemori, E.H., 569, 614Shih, C., 433Shim, K.A., 69Shirata, C.Y., 326Shiratsuchi, L.S., 579Shiva, S.G., 528Shlens, J., 22Shneiderman, B., 378Shokri, S., 203Shoneye, T., 360Shor, P., 69Shoup, V., 107, 110Shrader, M.W., 661Shreekantha, T., 433Shrivastava, A., 21Shtern, M., 163Shustova, V., 596Shute, J., 120Sibertin-Blanc, C., 510Sidhu, G.K., 195Sidi, M., 149Siegelmann, H.T., 399Sierra, K., 235Siers, M.J., 530Sierszecki, K., 710Siitonen, M., 411Silari, S., 102Siles, L.S., 208Silva, D.C., 635Silva, T., 268, 272, 273Silveira, C.R. Jr., 317–323Silverman, J.H., 70Silver-Thorn, M., 540Sim, T., 365, 478Simao, J.B., 483Simian, D., 177Simões, R.S., 631–637Simonis, I., 721Simons, A., 623
Simonyan, K., 52, 53Simplício, P.V.M., 343, 344, 676Simuth, J., 412Sinda, M., 53Singer, P.W., 750, 751Singer, Y., 407Singh, A.K., 443–447Singh, B., 12Singh, G., 614Singh, H., 745Singh, S., 69–73, 502Singhal, P., 314Singleton, K.J., 326Singthongchai, J., 239Sips, R., 207Sistla, A., 208Sjödin, M., 225–232, 709, 710, 712, 714Skadron, K., 561Skala, K., 351Skersys, T., 501Skiena, S.S., 683Skok, M.M., 731Skounakis, E., 27Skraba, P., 731Skvarenina, T.L., 170Slack, N., 256–260Slama, J., 675Slama, J.B.H., 411Slatter, D., 623Sleigh, A., 622Sloetjes, H., 45Smith, B., 746, 748Smith, J., 661Smith, J.W., 162Smith, M., 604Smith, R., 49, 326Smith, R.G., 49Smith, S.A., 380Smith, S.M., 27Smyth, P., 287Snyder-Mackler, L., 660So, M.C., 731Soar, J., 103Soares, M.S., 471Socher, R., 19, 21, 22, 405, 406Söderberg, J., 622Sohn, R.H., 476Sojat, Z., 351Sola-Gazagnes, A., 652Solon, O., 93–96Sommerville, I., 162, 248Song, J., 721Song, M., 589Songzheng, Z., 277Sontag, D., 421Sooksatra, S., 370Soroa, A., 407Sosna, D., 333, 334Soto, J.M., 162Sotto, L.F.D.P., 528Souag, A., 76, 77Souppaya, M., 65, 751Soursos, S., 722Sousa, S.M., 214Souter, A., 459Souza, D.M.T., 735–739
Author Index 789
Souza, P.L., 268, 269, 271, 272Souza, T., 201Souza, W.L., 175Sovic, I., 351Speck mann, B., 684Spiegelhalter, D.J., 333Splinters, J., 96Spronk, R., 39Sreenath, K., 570Sridharan, K.D.M., 141Srikant, R., 545Sriram, I., 163Sriram, R.D., 102Stac, T., 77Stadon, J., 477Staggs, C., 559–565Stahl, C., 469, 470Stajdohar, M., 305Stanculescu, L.C., 207Stanek, M., 26Staniforth, S., 668Stanley, K.O., 675Staric, A., 305Starner, T., 478Staš, J., 390Stasch, C., 721Stasko, J., 378Steele, J., 377Steen, M., 175Stehle, D., 72Stein, B., 312Stein, C., 551, 552Stein, R.M., 301Steinbach, M., 545Steinberger, J., 312Steinberger, R., 312, 314Steinbruecker, F., 604Steiner, B., 22Steiner, M., 326Steinfeld, R., 72Stelfox, H.T., 735Stengel, R.F., 675Steuart, C., 81Stevenson, M., 475, 476Stevenson, W.J., 277, 279Stewart, H., 622Steyerberg, E.W., 443, 447Stirling, D., 167–173Stober, T., 247Stofsky, E., 390Stokes, D., 540Stokes, K., 622Stol, J., 686Stoll, M., 605Stone, R., 729Storey, V.C., 427Stouffer, K., 63Straker, L., 737Strauch, S., 160Streltsov, A.A., 34Stumptner, M., 500, 503Sturdivant, R.X., 328, 329Sturge, T., 19, 405, 406Sturt, J., 411, 412Stützle, T., 694Su, H., 51
Su, J., 196Subrahmanian, E., 102Subramani, S., 208Subramaniam, L.V., 623Subramaniam, M., 621Subramanian, S., 422, 423Subsermsri, P., 484Sukys, A., 501Sultan, I., 295Sumiko, M., 239Sun, F., 421, 422Sun, J., 627Sun, W., 203Sun, X., 422, 425, 476, 479Sun, X.C., 589Sun, Y., 69, 421, 422Sundmark, D., 459Sunne, W., 246Sunwoo, M., 370Súo Cristóvão, S.E., 405Super, G., 251Supriya, B., 478Suran, S., 614Suryanarayanan, V., 114Susan Hansche, C., 750Sushmitha, N., 478Susi, A., 459, 460, 462Sutherland, J., 208, 214, 222, 233, 246, 247, 635Sutskever, I., 20, 22, 52, 405, 406, 422, 423Swami, A., 288Swamy, C., 701Sweeney, D.J., 260, 261Swetina, J., 721Szabo, L., 203Szelinsky, R., 606
TTabasam, G., 660Tabassum, M.R., 746Tabassum, T., 569Taberkhan, R., 729–730Tabriz, S., 561Taconi, L., 201Tadeucci, M.S.R., 343, 675Taft, N., 702Taghva, K., 389–395, 447Tahat, N., 70Takeda, K., 433, 479Takeuchi, H., 222Talukdar, P.P., 20, 21Talwar, K., 22Tam, D., 119Tamaki, C.M., 735–739Tamassia, R., 749, 751Tamma, R., 82Tan, C., 312Tan, C.S.S., 415Tan, P.-N., 545Tan, Z., 69Tanaka, S., 213Tanaka, Y., 589–592Tanasijevic, M.J., 746Tanenbaum, A.S., 175Tanenblatt, M., 433Tanev, H., 312
VVacca, J.R., 66, 750–753Vaikuntanathan, V., 71Vaithyanathan, S., 333Valacich, J., 751Valette, R., 513Valle, E., 26Van Den Bergh, J., 415van der Aalst, W.M., 468–470, 510, 512Van Der Goot, E., 312
statistical sampling models, 276topology example, 677–678
Attribute assessment, 302–305Audit Court of the Union (ACU), 483Augmented reality, virtual makeup model, see Virtual lipstick try-on
application modelAuto-correlation function (ACF), 355Automatic image annotation, 25, 26Automatic music genre classification
confusion matrix, 401, 402data mining, 397feature extraction, 399fitness function, 398–399genetic algorithm, 398, 399genre of song stored as file, 399ID3 algorithm, 398information retrieval systems, 398machine learning, 397–399MATLAB, 400–401neural networks, 398–401output for first four songs, 400, 40117-value features for first 20 songs, 40016 value input to neural network, 400, 401supervised learning, 398, 400symbolic learning, 398text categorization, 398
Automatic Quality User Story Artisan (AQUSA) tool,268
Automatic SR (ASR), see Non-Articulatory sound recognitionAutomotive Health care and Safety (AHS) system, 476Automotive safety, see Road safetyAverage Angular Error (AAE), 607–610Average percentage of faults detected (APFD) metric, 462–463,
Bitcoin transactions, 120ledger-recorded transactions, 120mutual consensus, 120for personal data, 122–124
Blood Glucose Meters (BGM), see GLUcose Management InformationSystem
Body sensor network (BSN), 476, 477Bolkow Bo-105 model, 344B1-Cadast-Behav, 307Bootstrap front-end framework, 380Borough of Manhattan Community College (BMCC), 539Boyer-Moore algorithm, 90Brazilian Portuguese (PtBR), see Sentiment analysisBrazilian Unified Health System (SUS) data preparation
problems to be addressed, 380research questions, 380strategy to performthe tasks, 381–388tasks and used data, 380
Subject Index 797
Brazil, Russia, India and China (BRICS) countriesrequirements, 613solar-powered RPA
Bridging the Interoperability Gap of the IoT (BIG IoT)Generic Enablers, 721IoT platforms, 722–723Northern Germany Pilot, 723overview, 721–722
Bronze and Iron Ages of Mongolia analysis, see ShovelWare softwareBrute-force attack, 5Budget and user feedback control, hydrological environment system,
Computer-mediated communication (CMC), 411Computer vision, traffic lights recognition, see Traffic lights
recognition deviceConceptual Schemas (CS)
advantages, 500Business Rule Vocabulary, 500–501CNL, 500Meanings and Representations Vocabulary, 500modal formulation, 501obligation formulation and quantification, 501
Concertized security problem frames (CSPF), 521Conditional random fields (CRF) layer, 424Confidentiality, Integrity and Availability (CIA) model, 3, 747Conflict indicators, see Default Risk Information System systemContainerCloudSim, 163Context capturing, 424Context-window based methods, 406Continuous domain, 654Continuous Glucose Monitoring Systems (CGMS), see GLUcose
Management Information SystemContinuous predictors transformation, 443–447Continuous skip-gram (SG) model, 423Controlled Natural Language (CNL), 500Controller Area Network (CAN), 712Control Objectives for Information and Related Technology (COBIT),
modern, 9offensive and defensive, 7organization mission, 9password policy, administrators, 41people as expenses, 8people, policy, and technology, 9
perpetual innovation, 7, 9recommendation, 10Republic of Kazakhstan, 35, 36training, 10
Cybersecurity competitionsdefensive and administrative skills, 49educating participants and spectators, 43NCCDC, 49UCSB iCTF, 49video game format, 43virtual commentator (see Virtual commentator)war game mode, 49
Cybersecurity educationAPUS, 129–131CAE-CDE (see Centers of Academic Excellence in Cyber Defense
Data floating, 336Data integrity attack, 187Data management software, see ShovelWare softwareData mining, 397Data preparation for feeding visual metaphors
Brazilian Unified Health System (SUS) case studyproblems to be addressed, 380research questions, 380strategy to performthe tasks, 381–388tasks and used data, 380
circle packing metaphor, 378multiple view interactive environment
Bootstrap front-end framework, 380CSS3, de facto standard, 380Django, 378–379D3.js toolkit, 380functional requirements, 378Javascript programming language, 380Jquery, 380MySql, 379non-functional requirements, 378
800 Subject Index
Data preparation for feeding visual metaphors (cont.)Python programming language, 378–379steps, 378, 379thin client architecture, 378–380
Deep Neural Network (DNN)image recognition, 51large-scale well-annotated datasets, 51proposed method, 52, 53VGG16 (see Visual Geometry Group with 16 layers)
SSAD, 186Denial of Service Attacks and Countermeasures (DOSAC), 185Department of Homeland Security (DHS), 128DeRis system, see Default Risk Information System systemDES, see Data Encryption Standard3-DES, 133, 135DesignDefect, 79Design phase, 160DevelopmentDefect, 79Dew Computing, 351, 352, 357Diabetes management
glucose monitoring devices, 651–652GLUMIS
architecture, 652decision tree analysis, 654experimental study, 656–657historical traceability view, 655–656prediction method, 653prediction tree view, 654–655profile view, 654–655REALI System, 652–653
Dickey-Fuller test, 354–355Digital recording system, 339–340Digital signature schemes, see Proxy signature schemeDimensionality reduction techniques (DRTs), 459–461, 463, 464Directory travel methods, 65Disciplinary diversity, 9Discrete Gaussian distribution, 71Discrete logarithmic problem (DLP), 69Discretionary access control (DAC), 750Discriminant analysis, 741Distributed coordination function (DCF), 12Distributed Evolutionary Algorithms in Python (DEAP), 531–532Distributed makerspace model
advantages, 622challenges, 623civic participation, 622commonalities, 622concept commercialization, 623–624cost of operation, 623–624environment and productive, 621Fab Lab, 622Farset Labs, 622–623franchise makerspace, 622innovation and creation, 622small makerspaces, 622
Django, 378–379D3.js toolkit, 380DNN, see Deep Neural NetworkDocker, reproducible research
creating Docker container, 391–392deleting old images and containers, 393–394downloading images from arbitrary location, 393
Subject Index 801
installing, 391running Docker container, 392–393as solution, 391transferring files in and out of container, 394using the OCRSpell container, 394
Document analysis and recognition, see Reproducible researchDocument clustering, 399Document indexing, 399Document object model (DOM), 65Domain ontology, 268DoS attacks, see Denial of service attacksDown Syndrome (DS), 639, 647–648DPI, see Deep Packet InspectionDrones, see Unmanned Aerial VehicleDRTs, see Dimensionality reduction techniquesDyadic wavelet transform (DYWT), 590, 596Dynamic resource provisioning algorithm, 492
EEarly esophageal cancer
endoscopic imageDL technique, 598–601DYWT, 596four-layered NN classifier, 597–599image enhancement, 596normal and abnormal region, 595–596
Lugol’s iodine solution, 595modes, 595
Early gastric cancerNBI mode, 589normal region, 589WTMM
WTM, 590–591Earnings Before Interest, Taxes, Depreciation and Amortization
(EBITDA) per Total Assets ratio, 326E-commerce personalization, see Microsoft Usability GuidelinesEdges, 683Educational and Academic Management System for Courses Based on
Active Learning Methodologies (EAMS-CBALM), 267Evaluation Management module, 269, 271Evaluation Process ontology, 271, 272teaching-learning process, 269User Story and Scenario Ontology, 271–273
application-gateway, 752circuit-gateways, 752–753DMZ, 752hardware and software, 751packet filters, 751–752
Fitness function, 398–399FLA, see Formal Languages and Automata TheoryFlight simulators, see Helicopter flight dynamicsFog Computing paradigm, 351Forensic Toolkit (FTK) interface, 82Formal Languages and Automata Theory (FLA)
492GeoSTAT tool, 578GeoVISTA Crime Viz tool, 578“GET” request, 173Global Positioning System (GPS), 569, 614–615GloVe model, 406–408GLUcose Management Information System (GLUMIS)
architecture, 652data visualization
historical traceability view, 655–656prediction tree view, 654–655profile view, 654–655
decision tree analysis, 654experimental study, 656–657prediction method, 653REALI System, 652–653
Gluster File System (GlusterFS), 563Goal/Question/Metric approach (GQM), 328, 656Good Practices, ICT, see Information and communication technology
governanceGraph classification methods, 338–339Graph distance (GD) methods, 406Graphical user interface (GUI), 560GreenCloud, 162GREEN method, 729–730GroudSim, 163Group-based collaborative marketing, see Business intelligence
Image Annotation Process Model (IAPM), 27ImageNet dataset, 51, 52Image subscriber, 573Indicator management, see Default Risk Information System systemInformation and communication technology (ICT) governance, 34
Audit Court of the Union (ACU), 483Control Objectives for Information and Related Technology
(COBIT), 487critical success factors (CCF), 484data analysis and interpretation
analysis of results, 487–489gross results, 486, 487
Information Technology Governance Index (iGovTI), 483–484objective, 485operation phase of survey
application, 485data collection and validation, 485
planninghypothesis formulation, 485instrumentation, 485methodology, 485selection of participants and sample, 485
SEP, 484threats to validity, 489
Information Assurance Education (IAE), 128Information retrieval systems, 398Information security, Republic of Kazakhstan
APWG statistics, infections, 33attestation and monitoring, 35cybersecurity, 35Cybershield, 36e-mail gateway of e-Government, 35ICT, 34incidents, 36information and communication infrastructure, 34information technologies, 34integrated security system, 34international information security standards, 35Internet-resources hacking, 33IP-networks, 35Law of the Republic of Kazakhstan on Informatization, 34measures, 34national security, threats to, 34regulatory documentation and technologies, 34requirements, 34, 35spam spreading, 35standards, 35–36vulnerability, 35
Information system, default risk prediction, see Default RiskInformation System system
Information Systems (IS) designreliability and fault tolerance, 729–730structural dimension, 267temporal dimension, 267
Information Technology Governance Index (iGovTI), 483–484
804 Subject Index
Injected sensor nodes, 186Institutional security plan, 128Insufficient Transport Layer Protection (ITLP), 66Insurance Cross selling, 427Insurance Up-selling, 427Interactive image annotation system (I2A), 26Interactive Semi-Automatic Image aNnotations Tool (IT-SAIN), 29–31Inter-cell/cluster communication
communication range, 151embedded-Markov chain, 154input process, 154–155output process, 155slot assignment, 152–153traffic load and stability conditions, 153–154
Interdisciplinary Problem-Based Learning (IPBL), 233, 246, 252Interferential current therapy (IFC)
International Capture the Flag Competition (iCTF), 49Internet-based education
case study, 196didactic method, 195educational tools, 195FLA (see Formal Languages and Automata Theory)learning by collaboration, 195learning tool, 196
LIght Detecting And Ranging (LIDAR), 569Linear Regression (LR), 741–742Line of sight communication (LOS), 615Lipstick color application virtual model, see Virtual lipstick try-on
application modelLocal clock synchronization
commonly observed events, 177–178evaluation, 182GPS, 175local clock values, 175observation time, 177relative drift estimation, 179–182relative offset estimation, 178–179transmission delay of control messages, 175–176in wired networks, 175
Miner of Thematic Association Rules for Images (MiTSAI)experiments, 321–323mining process, 319–320overview, 319performance criterion, 318post-processing, 320–321pre-processing, 319
textual data, 318TSARs, 317, 319, 320, 322
Mini-batch gradient (MGD) descent, 757MiTSAI, see Miner of Thematic Association Rules for ImagesML, see Machine learningMLP, see Multilayer perceptronMNIST digit classification
accuracy value, 757average training time, 758data set, 757models, 757results on CPU, 758results on GPU, 758
Mobile augmented reality, virtual makeup model, see Virtual lipsticktry-on application model
Mobile cloud computing (MCC), 351Mobile device battery lifetime prediction model, see Hour-wise
prediction model, mobile battery availabilityMobile forensic tools
Music genre classification, automatic, see Automatic music genreclassification
Mutual Information method, 355MySQL database, 45, 47, 379
NNaive-Bayes (NB) classifiers, 741–742Narrow Band Imaging (NBI) mode, 589National Care Record (NCR), 39National Collegiate Cyber Defense Competition (NCCDC), 49National health service (NHS), United Kingdom
identity managementprotection, 41vulnerabilities to, 40–41
information system infrastructureCCGs, 39, 41NHS Digital organization, 39Spine network, 39–40
dataset and training details, 22graph-based datasets, 19NELL, 20–21NTN, 19, 21–22results, 22, 23semantic information, 19
ML techniques, 19RCM model, 20RC-NET framework, 20R-NET, 20TransE model, 20
word embeddings, 19, 20word representations (see Word embeddings learning)
NELL, see Never-Ending Language LearnerNetCDF data format, 498Network administrators, NHS, 40, 41NetworkCloudSim, 162Network Intrusion Detection System (nIDS), 90Network virtualization, 141Network Virtualization with GRE (NVGRE), 141Network vulnerability
inappropriate/non-existent firewalls, 66lack of backup and storing systems, 66lack of distribution network protocols, 66lack of encrypting passwords, 66lack of physical and environment protection, 66lack of securitymonitoring, 67network infrastructure, lack of security, 66network trafficking, 67web application vulnerabilities, 65–66
Neural language model (NLM), 406Neural networks, 398–401Neural Tensor Network (NTN), 19
dataset and training details, 22error function, 22function, 21–22noise-contrastive estimation, 22stochastic gradient descent technique, 22two-layer neural network, 21
NTN, see Neural Tensor NetworkNTRU lattices, 70, 72–73Nucleus of Technological Innovation (NIT), 737
OOAuth2 database, 40, 41Object recognition mechanism, 370Obstacle detection, see Unmanned Aerial VehicleObstacles, 519, 522OCRSpell, spelling correction system
coding, 390–391Docker, open source project
creating Docker container, 391–392deleting old images and containers, 393–394downloading images from arbitrary location, 393installing, 391running Docker container, 392–393as solution, 391transferring files in and out of container, 394using the OCRSpell container, 394
On-board aircraft system, 518One-step binomial tree, 553Ontology-based representation, see eHealthOntology Web Language (OWL), 628OntoSoft agile process, 268Open Information Security Foundation (OISF), 115Open-shop scheduling problem (OSSP)
Paraphrase knowledge, see Word embeddings learningPartial auto-correlation function (PACF), 355Participating social media organizations (POs), 124Password cracking tools, 41Password protection policies, 65Path-based denial of service attacks (PDoS), 186Pattern analysis, speech, see Speech pattern analysisPattern recognition, flight dynamics, see Helicopter flight dynamicsPerformance of people, 412Peroxisome proliferator-activated receptors (PPARs), 635Perpetual innovation, 7, 9Personal data protection
blockchainBitcoin transactions, 120ledger-recorded transactions, 120mutual consensus, 120for personal data, 122–124
Personal Medication Manager, 171, 172Pheromones, 694–695PHI, see Personal health informationPiecewise model, 345–347PKE-SR, see Public key encryption with sender recoveryPlan-Do-Check-Act (PDCA), 531Plan phase, 160PoC, see Proof of conceptPossibilistic Petri net model, 510–511PPP, see Public Private PartnershipPrecipitation-runoff modeling system (PRMS)
control strategy, 495–496data convertor, 498feedback collector, 494Hydrologic Response Units (HRU) selection methods
business plan templates, 256–257information technology (IT), 257internal communication channels, 257planning optimization, 262, 263quantitative methods, 260SPC, 260–261time series, 261–262
Public transport optimization, 723Python programming language, 371, 378–379
QQuadrant, 604Quadratic Pseudo-Boolean Optimization (QPBO), 603Qualitative Insight into Microbial Ecology (QIIME), 561–562Quality Management System (QMS), 259, 260Quality User Story (QUS) framework, 268Quantitative study of structure-activity relationship (QSAR) models
detecting medical emergencies, 476driver convenience, 477impaired driving states, 477measuring driver distractions, 476–477measuring drowsiness, 477monitoring psychological states, 475–476NeuroSkyMindWave mobile sensor, 477
Robert Morris University (RMU), 131Robot Operating System (ROS) firmware, 570, 572–573Role-Based Access Control (RBAC) model, 4, 750RT, see Requirements traceabilityRT-ACMIS project, see Real-Time Accident and Crises Management
Integrated System projectRule-based makeup recommendation system, 365–366RuleSet, 503
SBVR Global Registry, 503SBVR Structured English (SBVR-SE), 499–500SBVR Vocabularies, 505SC, see Shopping do CidadãoSCADE Suite KCG, 249Science, Technology, Engineering, and Math (STEM) discipline,
9interview results, 543–544K-12 teachers, 540Noyce scholars, 540recruitent and mentorship, 540–542
812 Subject Index
Science, Technology, Engineering, and Math (STEM) discipline (cont.)survey results, 542–543T4 program, 540
Scrum agile method, see TSA4HC projectSCRUM framework
SecurityDefects, 79Security Engineering Process using Patterns (SEPP), 521, 524Security Information and Event Management (SIEM), 76Security Information exchange programs, 91Security problem frames (SPF), 521Security requirements engineering (SRE)
SIGHAN Bakeoff 2005, 425Silent Hill II video games modeling, see Timed Petri net modelSimLex999 evaluation method, 407, 408Simple linear regression, 362–363Simple Network Management Protocol (SNMP), 226Simulation Program for Elastic Cloud Infrastructures (SPECI), 163SIS problem, see Small integer solution problemSITS, see Satellite Image Time SeriesSkip-gram and bag-of-words (CBOW), 406Small and Medium Enterprises (SMEs), see Cloud computingSmall integer solution (SIS) problem
SmartCloud iNotes, 163Smart mirror system, 366Smart museum
experimental resultsstatistical measurements, 669–671total number of views, 669, 671–673
lighting system, 668–669objects damage, 668organic materials, 668programming languages and tools, 669sensory and cognitive, 668ultraviolet radiation, 668web programming, 669
Smart Parking app, 723Smartphone
mobile forensic tools (see Mobile forensic tools)online attacks and criminal activities, 81potential evidence items, 81Samsung Galaxy On5 (SM-G550T1), 83–85Samsung Galaxy S III (SCH-I535), 83–87
Snort, 90–91Software-as-a-Service cloud, 334Software assessment, see Security assessment ontologySoftware Engineering Research Group, 245–246Software Project Management
STAMPS project, see TSA4HC projectStar Trek™, 47State Graph, 468Stateless Transport Tunneling Protocol (STT), 141Statistical Process Control (SPC), 260–261Statistical Tests (STs)
Timed Up and Go (TUG) test, 737–738Time Sensitive Network (TSN) protocol, 712Time series analysis, mobile battery lifetime prediction model,
354–355Time series forecasting, flight dynamics, see Helicopter flight dynamicsToken player algorithm, 510Tom Clancy’s Ghost Recon: Wildlands, 511–512Tone language speaker discrimination systems, see Speech pattern
2-dimensional geometry, 660Vectorial word representations, see Word embeddings learningVehicle theft detection, see Biometrics and vehicle securityVehicular ad-hoc network (VANET), 477, 480Vehicular distributed embedded system
Virtual lipstick try-on application modelapplication phase, 360Constrained Local Neural Fields (CLNF), 364detecting, tracking and augmenting lips, 364facial feature points, 364lips color prediction approach
color collection and preparation, 361–362learning methods, 362–363M5P prediction, 363model evaluation and selection, 362–364model training, 362
MAE and RMSE, 363–365model construction phase, 360OpenCV and Haar cascade classifier, 364Open-Face toolkit, 364problem definition, 361problem statement, 361satisfaction scores, 364–365swatching, 359
Virtual local area network (VLAN), 141Virtual makeup model, see Virtual lipstick try-on application modelVirtual-network control centers (VCCs), 124Virtual private network (VPN), 141Virtual Router Redundancy Protocol (VRRP), 226Visual Geometry Group with 16 layers (VGG16)
gridsearch of C and gamma parameters, 56, 58ImageNet dataset, 52, 56normalized confusion matrix, 56, 58parameters, 52pre-trained, 56train/test average, 56, 57transfer learning, 54VGG16 trained from scratch vs. VGG16 with transfer and SVM,
56, 58Visualization, data, 328, 329Visualization System for Spacing-Time and Multivariate Patterns
communication vulnerabilities and information systems, 67, 68critical assets and services, lack of backup, 62defined, 61hackers, 62lack of power system, emergency situations, 63network vulnerability, 65–67with policies and procedure, 64–65portable assets and services, lack of protection, 62postponing software update, 62remotely monitoring systems, insufficient physical-cyber security,
62–63software vulnerabilities, 63–64unauthorized staff and attacks from inside, 62
VXLAN, see Virtual extensible LANsVXLAN based cloud overlay network environment
Wireless mobile networks, 615Wireless sensor networks (WSN)
CH (see Cluster head)clustering technique, 149communication
frame structure, 151–152inter-cell routing and load balancing, 153intra-cell communication (see Intra-cell/cluster communication)intra-cluster communication (see Intra-cell/cluster
communication)single-hop communication, 151
direct routing, 149end-to-end delay analysis
local and exogenous traffic, 155–156sojourn times, CH, 155tagged data packet, 156–157
4-ring WSN, 157–158hop-by-hop routing, 149integrity and authentication attacks, 187local clocks
asynchronous, 175synchronous (see Local clock synchronization)
OSI model, 186scenario
cells, motes and cell head selection, 150–151sensor nodes/motes, 150
security attacksactive and passive attacks, 185, 186DoS attacks (see Denial of service attacks)
WLAN, see Wireless Local Area NetworkWord embeddings learning
context-window based methods, 406graph distance-based methods, 406Paraphrase dataset
best achieved accuracy values, 407database for Paraphrase (PPDB), 406GloVe model, 406–408J loss function minimisation, 407MEN evaluation method, 407, 408
818 Subject Index
Word embeddings learning (cont.)1 Billion Word Language Model Benchmark corpus, 407SimLex999 evaluation method, 407, 408training, 407word-to-word co-occurrence matrix, 406WS353 evaluation method, 407, 409X co-occurrence matrix, 407
semantic relationship based methods, 406techniques, 405