CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

authors Kobayashi, Yoshihiro
year 2001
title 3D City Modeler with Fuzzy Multiple Layers Perceptron: Application of soft computing in computer aided architectural design systems
source University of California, Los Angeles
summary A computer aided design (CAD) system that can store the design knowledge of users is proposed. Specifically, a computer system for generating 3D city models from satellite images is formulated, implemented and tested. Techniques from neural networks, fuzzy systems, image processing, pattern recognition, and machine learning constitute the methodological foundation of the system. The flexibility and usability of system are evaluated.  
keywords Architectural Rendering; Computer Simulation
series thesis:PhD
email ykobaya@asu.edu
references Cumincad : CUMINCAD References : TOC for Robots

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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sigradi2013_117k, fb5d, 50e4, f5e8, b093, 695d, ascaad2016_039i15, 39b5, 5706, 0c6e, bdc7, 060d, 007c, 7f6c, ba06, caadria2017_125a34, ecaade2016_164n46, 1041, 8a41, acadia14projects_111n, c1e3, caadria2015_004p1, fcef, 52e7, afbb, d4c3, fbd9, 3ff6, 3a2b, eadc, 9657, 17b8, 094b, 08c3, 9c74, dcb6, 2e4f, c3c9, c82d, 40ef, 3177, ecaade2015_215s47, 61bc, ea5a, 0e9a, 41c2, b052, ascaad2014_013a7, 03db, 03e2, 8328, 8d71, ecaade2014_029b8, 1a25, ce97, 47dc, f8e9, 2586, 069a, e3e9, sigradi2015_sp_8.6g30, 9dea, 8a4e, 18d0, fb70, 6386, caadria2015_164g25, 417f, 67a3, 76ad, 530c, 73df, 286f, eecf, ascaad2014_010l5, 966f, 16bf, 50f0, c700, 964a, 42b4, sigradi2016_778pp, ecaade2014_194c50, 6fda, sigradi2014_213u7, acadia14projects_63w, 5a0c, acadia14projects_619ac, 52f0, 178a, 8bb0, 7b65, ea69, 5f61, 2ae3, 98a4, f398, d4e4, 3df0, ad84, 9ed1, 43b9, 7fff, 8fed, 20bb, 3399, acf4, a942, fdae, ecaade2015_217i48, ecaade2014_024r7, a761, 02ff, 4c18, 8dd3, 7b1e, 058c, 26b8, 02a8, 2d2f, 7413, 91a0, faf9, 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ecaade2016_067b17, 5be6, 8c8b, e241, da00, e3ef, ad75, be74, acadia16_352s21, 6290, a663, 9b6c, a5f4, 4b04, b3db, 74e5, 3dad, ed18, sigradi2016_534kk, a3c5, acadia14_199ae, ijac201513305n12, caadria2017_123g32, 83a5, 89c2, 5448, be04, 6e1f, c751, 2b85, 655f, caadria2015_031s4, 3a21, f399, caadria2016_167h7, bfe7, 72cb, 7dd8, caadria2016_321g14, ecaade2015_284s61, 02ba, 0da8, dca9, 3166, acadia14_497r, acadia16_140g10, 4e53, d07d, sigradi2014_074l6, b87c, 789d, 4605, ecaade2016_213t54, 6703, defa, 2435, a747, cc9c, 9ad5, 99f6, a803, d5fe, sigradi2015_10.267r20, b6a9, b6ab, cbd6, c677, b18b, 4256, ef0f, 5c5f, fb95, 23fd, ecaade2015_83l16, cf3f, 8de7, 7ad6, acadia14_145m, 67b8, ecaade2014_072d18, sigradi2013_414e, aae3, 5567, 61a4, 42f7, 1c02, 1175, 3dc4, c33f, ecaade2014_218r55, 8987, b6b6, 12a6, 9e33, 7639, 49cb, f75e, c775, 4de9, 8a87, a234, 1d95, sigradi2016_558s, 127e, 0a01, acadia14_347ak, 3dbe, 961e, acadia14_101as, 6f9c, 314f, 7ef2, 69c3, 0794, 9ed3, 1a85, 0bb9, f41d, 5e90, 2773, a8db, 3992, b632, 9b29, 8cd0, ab86, ea54, sigradi2016_483ii, 6036, c4f1, b40b, bfbe, d210, ae41, 0a73, 517b, 17f0, 7755, faa8, d5f1, 408f, fdc6, 5f2e, ecaade2015_293w63, fd66, fbdc, ecaade2015_130h26, a8a2, acadia16_460y26, 0005, 49be, 78ba, 3a66, 5bb4, f4dc, 269b, 6cce, 3d41, 7552, 14ee, 9399, 4532, 2725, 631d, sigradi2015_8.264j14, 4eec, sigradi2013_313m, 889a, 35a5, ijac201614305w2, 70db, 479a, 4e51, ijac201412403n6, ecaade2015_27p5, fcf0, f1d4, caadria2015_130f22, 04f8, acadia15_232u9, 3a30, 4cda, 0640, 5ca9, ecaade2015_248r56, ecaade2014_168o41, caadria2017_142d37, 6def, 5abd, 6b22, 8069, 97d8, 4127, eaae, caadria2016_147k6, ijac201412206t4, 8126, 963a, c9c8, 31d4, ecaade2014_022y5, 0ddf, acadia14_23z, 4091, d8be, f252, sigradi2015_3.111f3, 8c2a, cb11, ac0e, sigradi2015_11.136x24, 2e4a, b633, ascaad2016_054u21, bcb9, 8e1e, d430, 197b, ee22, f594, 81b7, 0776, 5b6b, 4a74, 55b2, 9ccc, b0c7, acadia14_531t, 1c70, c70a, 59ca, 1a68, ecaade2015_114r22, 8daa, ijac201412302b7, d55a, 0737, 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acadia14_699k, 3542, ecaade2015_194y40, 340f, 84df, 2b93, acadia16_414c25, e050, 66cf, fe47, 976e, b9f5, 79a3, fbd7, c93c, 69de, e1d8, 4600, e5cb, bdaf, a3fc, f91e, 734c, sigradi2015_8.289a15, bdcc, ecaade2016_163t45, 9620, sigradi2016_781ww, ascaad2014_029w7, ecaade2014_044f11, acadia14_609av, 233d, 530f, 19e7, 78bd, 6849, 3897, ecaade2016_055f14, cc6e, 95b2, 9ecb, ecaade2014_184o46, f24a, 7cd2, ec17, 9807, caadria2017_074g23, 2a38, d6ce, 97b4, sigradi2016_415ii, 469a, 0990, 64d2, 95b4, 3210, 2382, ce2d, ecaade2016_213r54, 2309, caadria2015_139t22, a6c2, 1546, acadia16_488w28, baaa, ascaad2014_007b4, e8a1, cfc6, caadria2015_061f7, 72a0, fd60, 676d, c633, 40f4, d6bd, e2d9, f9c2, d764, 3cf5, 1cbb, 36d4, 08b0, 075d, d1ae, 2d85, 416f, 1db7, 26e0, ecaade2016_071l19, 8c8d, 1799, c3ca, f730, e28f, acadia14projects_655ah, ecaade2015_229v51, 930f, ecaade2015_170h35, 71eb, 6aac, fc5b, 008d, 2be7, sigradi2015_11.8n23, 8807, 586a, e55b, 134b, 6c7d, acadia14projects_375i, 48a6, 02ca, ac7f, ba4f, 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ecaade2014_128t28, 1873, fa9f, 6491, ab8e, b8e6, a932, 6d8f, 8576, f0da, b913, ecaade2014_168d42, 9625, 9e82, 0412, 31fa, acadia14projects_435b, b94e, sigradi2015_10.307g21, 93cb, 553c, 9234, 3469, 7024, bea3, 8ef1, sigradi2013_425u, 334b, 0c74, ecaade2015_155e32, 8dfb, acadia14_375o, 0dd4, 1aa2, bde1, a009, ff58, 99ee, b3d2, 4ab5, acadia16_34e3, 44eb, a4f0, d896, dbcb, 6179, e4f7, f78c, ce66, 7c27, ijac201614308y5, 71ca, ecaade2015_250k57, da6c, ecaade2015_48u7, 5e83, 7734, e660, 02dc, e40f, ascaad2016_054d22, 1867, f1f2, 458d, ecaade2015_280g61, e739, f7fe, ecaade2014_023u6, f30f, d644, 093e, 9247, 4c8e, 785c, 5019, 9ea8, bedc, 3a00, ecaade2015_269p59, fa8e, d360, acadia14projects_63al, 467e, 7eab, 25ab, 29c0, 4c91, 7e04, 5612, 3b2e, b3c0, b27d, 3464, fff0, d32b, 0681, acadia16_382u23, caadria2017_023s8, acadia14_281z, 897e, ecaade2015_229z51, ecaade2016_223x58, 17fd, sigradi2015_3.11f2, 2335, de3c, acadia15_110d4, 12ab, caadria2016_239d11, b75f, 31e4, f21f, fa61, a97f, 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f4ce, f000, a24f, sigradi2016_558r, 4ed4, 1767, 6a09, f432, c03a, 903f, adeb, b3b6, acad, 40ca, a69e, sigradi2013_387u, 2718, ascaad2014_014k8, 588f, 4d40, f42d, 2b62, efb5, b64b, 79c9, 9656, b1c4, 69b6, 834c, 7830, b865, 11b0, 4d24, 7919, 9680, 7bdd, 607a, 04bd, 39d4, ijac201614303n2, d6a9, a010, 0108, baa4, 8bbb, acadia14_125ae, 6342, 7c07, 9408, 57c3, 1739, af21, ecaade2013r_019w9, sigradi2015_10.74p18, 893a, cbba, 2e40, 2fb4, 9808, a4cf, 54b6, bb98, ba5c, 5f54, ecaade2015_200h43, cf61, 034e, dadb, 4b9f, 945b, 3b7d, 3057, 9c97, 2c51, c020, e620, acadia16_344w20, acadia16_352v21, ecaade2014_046o11, 2790, 49f3, 92c5, ijac201513202k6, acadia16_478n28, 558c, ascaad2016_057t22, 322e, 9d4a, 3886, 4dc5, fe96, 3527, ecaade2015_327h71, e969, 67e8, b6f5, acadia14_145ag, acadia14projects_365ai, cb35, f77a, ecaade2015_196r42, 1895, 8502, 7724, 4ad0, 292d, 5ec3, 509b, 8c1b, d273, 4134, f567, f914, 0240, 83bd, 2428, 4436, c978, 4166, 9fe8, acadia14projects_101an, ccf3, 81aa, 1e64, 287d, 022d, 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545c, acadia16_280i17, sigradi2013_138o, ijac201614208i14, 3777, 93d3, faf2, dd42, 0625, 94c3, 9936, 704e, ef41, f15f, 5270, 0bbf, 5c1e, b366, 55e7, acadia16_154d11, ea7c, 76bd, e293, 7d9d, cf5f, sigradi2015_6.341w8, 1b6a, 9aa1, 333d, 167c, 5d11, sigradi2014_032c2, 19ec, 522a, cb58, c5df, 09b8, 80d8, 06bd, f175, 4384, caadria2015_108m16, ad87, 2c72, e791, 4b00, 9a9a, acadia14projects_681an, 24e0, 8036, 4f30, 7444, a1bf, 0f6c, 4bcc, sigradi2013_41, 7b9a, d3de, 650d, e486, a3f6, a6a2, sigradi2014_079i7, 3123, 9b12, dc11, aae0, 7658, b7cd, f2a1, 6d22, c50c, 8b2a, 54e5, 032e, 057e, sigradi2016_807ii, 9966, acadia16_154i11, 2288, 0095, b7a0, caadria2017_046v14, facf, 6e1c, cf03, 4320, e22b, c9a1, 24d0, d2e6, 257e, a5f2, e1c5, 26e5, a8fe, f002, 63a0, sigradi2015_sp_10.16f31, ecaade2015_248p56, a8e8, cf4e, 1c71, sigradi2015_4.219b7, sigradi2013_194v, 6ac7, ascaad2016_039k15, 1b74, 5cd8, ecaade2016_132y37, fdd7, 34a9, 171a, sigradi2016_559t, ijac201513304w11, 3e0d, caadria2017_046j14, ffc2, 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acadia15_47d1, ijac201614206v10, 8539, acadia14_555k, cc3d, sigradi2015_9.141h16, c297, b73e, 5db0, b988, 2bb5, 23ce, 5c77, 75ec, 89d1, 4d7d, ab5e, caadria2016_115n5, 7471, fe1b, 5f05, sigradi2013_390f, b4f1, 4cbf, 062f, dd72, f07b, 4b01, 10fc, 9acd, 3711, ecaade2015_319g70, 626e, eb09, ecf1, 4550, 8b6b, eb26, 2546, d561, 6f04, 5c2b, 5374, 0ebf, ijac201513303l11, 918c, c56b, e91f, e1f3, ecaade2014_218x55, c2f8, acadia14_53s, 9f69, sigradi2015_10.377s22, f592, 614b, 2983, 685a, 0b71, c358, 6095, caadria2016_311y13, ecaade2016_136s38, b444, b3d9, c0b0, ebce, 34c1, 9411, b3f5, 732b, ecaade2015_122p24, 4207, 74f6, a6cd, caadria2017_051o16, a92a, e24a, ab4d, 700d, b825, 162e, 9f01, 2cf7, ecaade2014_192d49, sigradi2016_695z, acadia14_135ab, 79fb, 53eb, b751, 145f, 24b0, 3c4b, 8633, ecaade2016_230y61, a5bd, sigradi2014_279w2, ascaad2016_033e13, 9744, 71a8, 2203, 938a, 2c47, f63e, 10e9, 74ac, b479, d607, 9999, a0d1, 617b, 9078, 2b96, ecaade2014_188h48, ecaade2015_59i11, 07f3, ecaade2016_071u19, c08e, sigradi2013_359f, 9a06, edc9, 2823, ecaade2014_011k2, cef1, 8ae6, ecaade2015_215d47, sigradi2013_46b, 7114, 8e7a, ba3b, a69b, 4b42, 00bc, 9695, e59e, 6e43, 22a6, d65a, 81d9, c828, f36a, ascaad2014_036e2, ecaade2014_237f61, b577, b514, d7e5, 2190, 239e, ea85, caadria2017_101i27, 5f75, 1573, ed6a, ecaade2013r_018r9, 4559, 2a6a, 9523, 7051, b23b, 842a, 7f3a, 20b9, eba0, 67db, ace7, a80c, d7ce, d720, 25ad, 8572, 526f, caadria2016_157x6, 95e7, 5a43, 50a3, acadia14projects_627am, 2c04, e696, ca55, 35a6, 4691, 4958, 3794, 92f6, 2aba, 12aa, 00aa, feba, 8b6c, ecaade2015_110h21, 7fb0, 50a5, ecaade2014_157h39, 3384, 5641, 5a7d, 95df, 2ac3, 5b8d, 6779, 76b6, 5409, 9e51, 9ab6, ecaade2014_185s46, f8c9, 8162, eff4, 3eed, 3c68, 984f, caadria2017_005l3, dde8, 31f5, 4409, sigradi2014_189n6, cc8c, d304, 1fad, 9e7f, 657e, ecaade2015_334s72, 1075, d1bf, 05db, f963, 4a8b, ecaade2014_112x25, 4052, acadia14projects_33al, 882a, d29e, 336e, acadia16_344g21, f619, f2c6, 5ebb, 1f0d, 19a6, 6bee, e3f4, d94b, caadria2016_373f16, ecaade2016_007m2, 4380, 1b05, 46a9, 18a2, 5820, ecaade2015_229j51, acc7, ec4f, d014, 5e3c, 92d4, 63cd, f092, 840b, e930, 4842, a1e9, sigradi2016_550n, be70, ijac201513202l6, 4afb, 95d5, ecaade2015_138v28, d5de, a67b, 36b6, e0ae, sigradi2014_176e5, 17af, 09f0, ecaade2016_157w42, 7601, a61e, sigradi2013_267, 1559, acadia14projects_549p, ae3c, ecaade2016_128k35, caadria2016_301g13, 8b9c, 7efb, f7f2, ecaade2016_095g26, caadria2017_190y45, b2f3, ascaad2016_003t1, ecaade2016_072j20, b2f6, 8fa9, 58c7, 8e5e, af51, 0037, 96ed, 8736, fec8, 5594, 9ece, acadia14_473ah, acadia14projects_565p, 76cb, 54a4, d800, 4703, 1e00, d9ea, 0e65, acadia14projects_79y, 2860, 169f, 17f4, ijac201412407u9, 14cc, 03ed, 5857, 7a04, 8efd, 4181, fe0b, a407, 3244, f126, fab4, 4e8a, 8f65, ae0d, 4e54, 9212, 3147, 9131, 466f, 5503, 88e0, acadia14_589l, e53b, 8690, 165a, acadia15_173r6, sigradi2014_103w8, 18e2, bae9, 9704, 2a4a, acadia16_24r2, ecaade2016_127c35, 224e, 2e41, 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ascaad2016_016u6, ecaade2013r_009h6, 1c14, 2398, ecaade2016_203l53, ecaade2016_129w35, 51d7, 53b0, caadria2015_114f18, 1c1e, b8bb, caadria2017_030w10, ecaade2013r_001i1, 66d0, e2c8, 6160, acadia14_135k, ecaade2016_127z34, 4f3c, 53d1, 1445, d7d9, f359, bcca, ascaad2014_019a3, ascaad2014_017o1, 820b, b76e, ecaade2016_191l51, 1618, f3f2, 167d, ecaade2015_180o38, sigradi2016_431w, 81e4, ab2d, 2a11, ecd6, 3f47, 3091, 1675, 20b1, d8af, ae5d, 2232, ecaade2014_085h20, 1ab5, d219, e7c7, d5bf, caadria2015_181b27, d567, 1579, acadia16_88d6, d032, 1e48, 0617, 4fa1, 2233, 93c2, ijac201614302m1, acadia14projects_189ao, acadia14_463c, d93a, caadria2016_177x7, 28c9, caadria2015_124g20, sigradi2013_289k, caadria2016_497a21, 9577, d343, 1fe7, ed30, 62b6, 7d85, c3bd, 9cce, acadia14projects_291h, 43bf, 2d7f, 2a8d, 7761, sigradi2013_397g, sigradi2015_sp_11.303p31, 2e97, b0f9, f87d, 3da3, e5db, cbf4, a744, sigradi2013_347o, ea84, cf4c, e721, sigradi2016_420pp, 3944, 449f, 44e3, 1291, 5287, 6b39, 19fc, ecaade2015_175r37, ce85, 1fa0, ecaade2015_148o31, a646, 2d82, 6b2a, a65f, caadria2017_081x24, a40f, fd29, 46dd, a88b, d3b3, 200b, b141, affc, e222, daa5, 579a, 6feb, 36a3, aba8, 6d0d, 37dc, 98ec, b6a7, acadia14projects_699h, ba48, 0c80, a1dc, 8944, 4522, ef2d, ijac201614205f10, 7cda, c7bd, ecaade2014_237t60, ac05, 6815, e8c6, 0af6, bd5c, e685, d033, 084a, c0dc, 80b5, ecaade2014_024o7, ascaad2016_021j8, eb9f, acadia16_106z7, 4ce8, ijac201614208e14, ijac201614402u1, 4585, sigradi2014_186a6, d9bf, 8079, b392, 7419, 3ba4, f7ed, 6061, 55e4, 6bc7, 95fd, ddeb, 531a, eabe, acadia14_463ay, 13cd, 29dc, 557c, ecaade2014_176b44, 9309, 8d29, 208b, f821, d1be, f01a, 23c8, c2ce, 7c18, 3a7e, 2287, 9e6c, 2c01, 7643, sigradi2014_239w8, acadia14projects_435c, caadria2017_016f7, a15f, ede6, 44ec, f668, 1f6d, 1a46, caadria2017_147y38, caadria2016_787i33, 0b8d, a0d6, 4209, 6d2c, c245, ecaade2015_202o44, 085f, 0fc6, ijac201614205h10, 26d8, 702a, efcb, 6f84, ijac201513202j6, f2c3, ff9b, 7166, 9de1, d265, ijac201513201s5, 931a, c5a8, 49d8, 32b8, bf89, 8573, ecaade2014_070f16, 4bab, e29b, e357, 26f2, be2d, bacf, f114, ijac201614301d1, 3203, d825, 8ac8, d961, 3fbb, 1add, 1ee4, e2af, caadria2016_147j6, d815, 7ad0, 3ded, ab00, ecaade2014_070t16, b302, 7048, 8b29, ecaade2015_206k45, 045a, 0fc2, 4b2e, a91d, 4cc0, be09, 175d, 03b0, 9325, ddb1, e8e2, 05ed, bf23, 0914, a119, cd91, ecaade2016_243n64, ed53, ecaade2015_21s3, 2a04, d926, acadia14projects_619x, 7820, c150, b8c2, ascaad2014_007i4, 7d05, 24bc, 0bbc, a8ad, 5d4a, 57c9, be29, 6827, 67cf, 275d, 3ffa, ecaade2015_161j34, 75cb, 09d5, ecaade2015_59w10, 72dd, afc7, 808b, 0d9d, bbcb, 2c25, 5808, ecaade2016_038i10, fa91, a3b9, ijac201412408m1, 54d1, 9b5f, eb8a, ae91, a7ba, f52b, 783c, ecaade2015_278t60, 771e, 1e74, b608, c426, fa3c, acadia14projects_199ab, 1b31, ecaade2015_229p51, 9604, 50cd, caadria2017_052w17, 13ee, caadria2017_021k8, 209c, 2172, 0bc4, caadria2017_122b32, ijac201614301a1, 398f, d5e7, caadria2016_467r19, 2e35, fd77, a242, 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5fb6, ecaade2016_243r64, f292, ecaade2015_317x68, 7cbd, dd0f, ecaade2015_222b49, ijac201614104c4, caadria2017_131f35, bf83, f689, acadia14projects_579k, 6dda, 8a33, 9536, 6ca2, 858c, ecaade2014_225k58, 3c46, 8545, 6606, 855e, f919, bde8, 43eb, 19e6, 2291, c4e0, fb93, 35a2, fa93, ijac201412203g2, 7592, 51ad, 6e74, f063, 8b9b, ijac201614103l3, 1de6, 731f, 4aef, 4884, f834, 18c7, bd19, sigradi2015_3.201u3, 22cf, 7d34, d447, 5798, fc93, sigradi2016_360r, f632, e441, e13a, 10fa, d0b3, 255b, sigradi2016_375i, 4d9c, sigradi2014_103y8, 0a76, d17a, c79d, ecaade2015_256b58, 764c, sigradi2015_8.189s13, 1b90, c65c, sigradi2013_425, caadria2015_064m7, c1bb, 2bad, 7e9e, 60b4, caadria2015_114p17, b944, ae64, 2659, 4af3, edc7, 3dde, 1acb, caadria2015_124h20, 7e21, 2859, a007, 4145, 503a, f3a6, eb66, 1e0a, 106a, 30e0, ecaade2014_023c6, 2c20, a6e8, f6a4, ecaade2016_068j17, ecaade2014_143l32, 9687, 7f79, 2123, 76af, sigradi2014_097o8, 40ee, d5a3, e00e, e628, ea8b, 281c, 6e9a, 8654, 7a19, 8497, 3a11, e3c7, f77b, d48a, 13ad, 50c0, a4f8, 70b7, 8eb7, ascaad2016_045r18, ecaade2015_333d72, ecda, dddc, sigradi2016_729xx, ijac201412303f8, b9d6, f804, 23d0, b672, 4ac7, b210, 55e2, ecaade2016_217i55, aea4, 133a, 60c5, e35e, ecaade2015_61j12, e8db, 182f, 5cc4, 5200, 53bb, 6ebf, 21aa, be9b, 2fdf, 25a9, 690d, 1c92, 2a28, sigradi2014_271n2, 94c2, b3ba, 18b3, 5f94, 1f1c, 617f, c757, 9980, 8024, 78da, caadria2015_130k21, 3418, 44ae, fa49, 4847, 639c, c321, 4b65, 28ca, fb72, a1f3, b619, 02be, ijac201614206w10, 8276, acadia14projects_281x, 4f17, f4b7, 8dae, 7301, caadria2015_066e8, 0e09, 45fc, 2933, df81, 18ee, bbf5, 09b6, fbad, ecaade2016_166a47, 77c8, ab71, 852b, ecaade2014_111l25, fe12, 1288, 6207, 21f0, ea68, 12da, e7e2, d94e, 41af, 5437, 5d5b, 5627, 7906, 379f, 4f4d, acadia14projects_671s, ascaad2016_058d23, 6ef0, e893, 61d6, caea, cd24, 8f2e, e924, 013b, 1094, 53b8, acadia14projects_145t, caadria2017_030y10, 68f5, 8456, 1aa3, c286, f721, sigradi2014_186g6, d14c, f207, ecaade2015_169y34, ecaade2015_194a41, 62c8, 5c4b, 4b72, 4cd0, 3c9e, 53c9, b496, 868e, 3308, caadria2017_023y8, 977b, 475e, caadria2015_087w13, b4da, 50b7, 9a37, 0a52, acadia14_23au, 5aad, 729a, 8aa8, caadria2016_641u27, 682a, 3315, 13a7, ff15, c8cc, ecaade2015_248y56, 642b, ecaade2016_047f13, 292a, bfcd, caadria2016_045j3, b17d, 8abe, 9a49, 465d, 10d1, 3bfc, ecaade2016_046w12, 914a, c3de, 23de, ddc0, 7332, 0098, 37c5, ascaad2016_038p14, ecaade2014_029c8, 2a67, 4694, 59b1, 2374, acadia15_407h17, a50d, c172, 8c76, 9110, ecaade2014_214z54, 2ce7, acd6, 5700, ac65, d59c, ecaade2016_213p54, fbc3, db8e, sigradi2016_356a, 6646, 62d1, d878, 412a, 44d4, ecaade2016_129v35, bef0, f06e, 2984, aade, aa66, dd22, deab, fca9, fc7c, 3ae0, acadia14projects_117f, 19c7, b4a9, 6a78, ijac201412407g1, 9ade, b49c, 87ee, df23, 23ad, 65d0, 1410, ecaade2016_154b42, 05b5, ecaade2015_138w28, b888, 1018, ecaade2016_019n5, caadria2017_058p20, ascaad2014_017s1, 4a1b, 2bec, dbed, 45ee, af02, 7933, c4f8, 3cfc, 8df0, 2f6c, 727e, db6d, c085, 6ab6, ee1c, 8e7f, d239, 2db9, sigradi2015_12.259w27, 0dce, ce53, c2e6, 6083, 0048, caadria2015_065b8, ecaade2014_194k49, 1979, 7ecc, 2822, 4552, acadia14projects_145y, daac, ascaad2014_009h5, 31af, sigradi2015_10.307y20, ecaade2015_261m58, 41e9, 0ca4, 906e, d576, a846, ecaade2015_211y46, 8f75, 139c, 3509, 9c8f, 3347, 47b2, ed06, 6e41, 7aa8, acadia14projects_445ab, ecaade2014_133t29, fefc, 45ce, 8bbf, 0ad1, 3df8, c7ec, 64ec, c308, ecaade2016_241f64, 701a, 3221, 431b, 2344, a0fc, eee7, 1b1a, 3149, 8e23, acadia16_308v18, a169, sigradi2014_159g4, 51b2, e579, fb1f, sigradi2016_724tt, 2ea3, acadia15_357h15, a593, 04b3, a983, 313e, ecaade2014_010r1, 1d40, sigradi2015_10.307x20, acadia14_199ab, sigradi2014_015b1, b0f8, acadia16_140j10, sigradi2013_313p, ecaade2013r_003u2, b531, f094, 58ff, 19ab, e7c5, a971, 91b5, 9571, d791, caadria2016_281e12, e41c, 8844, ecaade2016_067u16, 0732, ca77, sigradi2014_314l6, e1ea, sigradi2015_10.309p21, acadia16_8d1, 0285, cfc0, 0b30, c19f, 63c3, 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ijac201513201e5, 286e, 330e, 2474, ecaade2014_014c3, ecaade2015_318w69, 84c9, 2493, 1d0c, 0923, 810d, e538, dfa7, 2f10, a08b, sigradi2015_7.203h10, 1cb3, ecaade2016_126u34, 1c99, ecaade2015_173l37, 753d, 0883, 1733, 671e, sigradi2014_151m3, 3cf8, 197a, ecf9, 2545, 6df7, a9fe, caadria2017_124j33, sigradi2015_10.138x18, b408, 50b0, 0910, 6ae3, ecaade2016_175l49, 6687, e7ce, a222, 1140, a844, ecaade2015_17m2, a4e8, caadria2016_683n29, acadia16_140d10, 9b46, ecaade2015_84c17, d3c6, abd8, 428d, sigradi2016_752vv, 1f52, a608, ijac201614306u3, aeb8, 967d, 9896, 9152, ijac201513302b10, ecaade2015_22z4, 65a9, 6706, 1206, acadia14_555i, ae26, 603c, 9a32, 51c4, f256, sigradi2016_446e, 2dd8, ecaade2014_094r22, acadia15_323w12, 6f67, c41d, b8d1, 0c1c, cd2d, 8c4d, 5956, 11e5, 7e42, caadria2017_124b33, ascaad2016_032t12, 3deb, f217, a753, e1ca, b37b, db49, 307c, bf38, cb84, a64c, 6ce7, 3da4, aa49, d9bd, ecaade2014_052h13, sigradi2014_042r3, 0efe, e586, a739, ijac201412408s1, 6196, 51c6, 2543, b908, 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