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

id b42f
authors JS Gero and V Kazakov
year 2003
title ON MEASURING THE VISUAL COMPLEXITY OF 3D SOLID OBJECTS
source e-Activities in Design and Design Education, B Tuncer, S Ozsariyildiz and S Sariyilidiz (eds), Europia, Paris, pp 147-156
summary A computational model of the visual complexity of solids is presented. It is based on using a qualitative representation for 3-dimensional objects as semantic graphs. Then information-theoretic measures are constructed for these graphs. This measure of visual complexity allows for the comparison of different architectural forms. An example of the application of this model is presented.
keywords visual reasoning; complexity; 3D modelling
type normal paper
email john@arch.usyd.edu.au
full text file.pdf (1,422,660 bytes)
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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ijac201513202n6, ecaade2016_191j51, 638f, 57d4, sigradi2015_11.8k23, dd8a, d4cb, 4c91, a074, b13d, 3350, 67fd, a634, 1bc4, 8738, ecaade2016_162d45, 3df6, 9935, e479, d257, 43df, ascaad2014_032n9, 4ab5, ecaade2016_048b14, sigradi2015_8.47j11, 408b, 45fc, acadia14projects_627ap, bcdc, 4243, acadia16_362k22, caadria2017_174o42, acadia14_555c, ba88, 9680, 9d30, fb56, e3cc, 2516, 1e00, ecaade2015_294j64, ecaade2014_214i54, a1c8, 851a, f1b8, 864e, d169, af11, ecaade2016_094u25, 921d, b4db, 74ab, 593b, acadia14_247u, b98b, caadria2016_713y30, 5cd1, fad7, 635b, 00ec, f385, 222c, f17b, 9ae0, acadia15_123u4, c9fb, e7e9, acadia14projects_463v, e45e, f66b, 5e98, db2b, aacd, 0486, 5ccc, e41c, 9df3, acadia14_75d, c4ab, c99b, 30bf, 3038, 6074, caadria2015_246e36, 3ab7, 83ba, 1780, 6629, acadia14projects_117a, 9f19, 4d9a, 7d55, 5dd5, bc4a, 2d52, acadia14_301c, sigradi2013_343g, 1375, acadia14_681an, cb02, 797b, de70, b782, d67a, ijac201412301j6, 71bd, f87f, da95, 558d, caadria2015_213p32, ef71, 76c6, 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sigradi2016_467u, ascaad2014_019v2, 9f1b, bc2b, ijac201513302m10, 7ad3, 5cf3, 0425, f2fc, b8df, edad, acadia15_173t6, 007a, sigradi2013_54, 2ff7, 8635, 0142, ecaade2015_227z50, a7cb, b2c4, c353, 4c56, 1c06, c953, acadia16_214t13, 8150, ecaade2016_123z33, 8f8e, ecaade2014_088h21, caadria2016_755j32, 09ad, 0d7d, 5255, caadria2016_787f33, 22ab, b245, 4bc8, 809a, dc62, 597f, 654a, c657, acadia14projects_619as, 49d4, sigradi2015_6.387z9, f33e, 0ec2, 3dff, e0a9, 8b31, f35d, bcf4, 82c8, 52b1, 8c78, 5c87, 9e92, c648, a2a6, acadia14projects_609ar, 0e31, sigradi2016_590k, edfe, 63c8, 99fa, ijac201614201n6, 5844, 9675, a87f, acadia14projects_375c, dd7c, 1456, 5dea, fd6e, c47d, d377, 8f3f, 6f82, 7c10, 4968, 3877, 4905, 7641, ecaade2016_070n18, b9f4, sigradi2013_304a, cc9c, sigradi2013_342u, 42ec, 89e0, 3dae, f253, ecaade2013r_006y4, 5bc6, ecaade2015_240r54, 48d1, acadia14_539d, c902, ea1f, 233b, 2a65, 0b57, ce3c, acadia14projects_145s, bd6a, 1836, 822b, ab02, 7df1, 3371, 8183, acadia14_487h, 5b39, b0d3, 118b, acadia14_125t, cbfb, 4c74, e932, 86a1, fa4f, acadia16_44p3, 17e9, f6bc, 043b, d4a0, 033c, sigradi2014_192p6, 7e66, 3b5a, ca51, 497c, 6aab, f8ec, 596a, 7461, 1b0b, 770f, ecaade2014_023l6, b074, acadia14projects_627ar, 8d7d, ecaade2016_166n47, caadria2015_078b11, acadia16_470e27, 92df, ec8a, 1a99, 9154, fdd6, a12a, f2a3, cde3, caadria2017_190r45, 5ded, ab88, e3c5, 28d6, caadria2016_517g22, acadia14_427ao, ae69, 2916, e57f, c375, ecaade2014_111w24, acadia15_431s18, e2c6, sigradi2015_4.219u6, ijac201412301w6, 323f, 1188, 2a93, 024e, 8ca7, c774, caadria2016_611l26, ecaade2016_208z53, sigradi2016_524bb, c1fd, 037c, c6ad, 84dc, ecaade2014_065e15, f336, ecaade2014_018r4, c8e7, 5aba, f378, ed4c, c649, 6640, edac, 7127, ecaade2016_163b46, b0bf, ba8f, a15f, c9ae, 9daf, 10e5, 3b42, 2a22, ecaade2015_114p22, 3a99, d8dd, d082, 68c1, ecaade2014_198p51, acadia14_479v, c6b6, 7b4e, sigradi2014_329v6, 0b84, 0fc1, 94d6, efd0, ee54, 2ee9, ecaade2015_152x31, d47a, 1af3, ijac201513104h3, 73ec, acadia14_691az, 8027, 02e2, 3835, ce2a, 38e1, d246, f123, 1f81, a5f6, a0f8, 9303, dae0, acadia14_199ab, a03d, acfa, 3eea, ecaade2015_229a52, 018f, c1cd, 66ec, 02cc, c15f, 789b, 44b8, 95f8, dc03, 50a7, 7681, 4670, 5210, c1e3, acadia14projects_479l, 2900, 2175, 25ac, f5d7, acadia14_301aw, 0473, ad7f, 51fd, d896, ecaade2014_022b6, ijac201412303g9, ecaade2014_157l38, 51c7, 25ca, caadria2016_187x8, b65d, 1438, aec3, 96d0, de91, dff4, b56c, 4322, sigradi2016_534jj, 7c15, 7adf, 14d9, 9627, 3213, 8fbd, c808, 89c3, 40a1, b0f0, ecea, c24b, e3f2, 9141, 7f66, f3f9, 42a4, 0b3a, ascaad2016_045g19, 9cf8, 8b0a, 6e14, f8f2, b76a, d7e7, b9d3, d2f8, ascaad2016_009i4, acadia14projects_63au, 2252, 3806, 9ffb, d311, 9064, 8c29, a5ed, 8e05, 11d5, d996, 8c55, 2b4d, ijac201614206b11, ijac201614207k11, c64f, d5b9, ascaad2016_028v11, 4e05, ecaade2014_208c54, a719, 4734, da0d, f547, 2965, 09cb, 787d, 4ead, 6a53, 51fa, 4b22, 5f70, acadia16_244k15, 4e2c, 738d, c156, 9d92, 2db5, 282f, 9a30, 6a45, 8bfb, ecaade2014_123f28, caadria2017_131g35, 768a, ascaad2014_027k7, 053a, 9955, c7c5, acadia14_167y, f149, 368d, 43cb, 3d3f, 68e6, e96a, ab6e, 1e8e, acadia14projects_479k, sigradi2014_263x9, c221, 247c, 9c8a, 3531, 8e16, ecaade2015_306h67, acadia16_470k27, 6280, 02bb, e7b4, 0a8f, caadria2017_015v5, 23fc, acadia14_43as, 666e, a714, f3be, ecaade2015_101i20, ecaade2016_230w61, 77bc, b596, e3bf, 8c67, 294b, f783, ab5f, ff0a, caadria2015_130j21, 550e, b177, 25f8, ee3e, 89c8, acadia16_98i7, 8e4c, 9aa1, cacc, 8f4c, c886, ecaade2016_129m35, sigradi2016_441ii, bc83, sigradi2016_550n, 0b6c, sigradi2016_732i, ijac201614302s1, ecaade2014_195m50, a1ad, 88ba, 4582, ccf3, 0a9d, 8e55, 4960, 4f03, 1a3d, acadia14_53l, 79b6, 4378, 7b85, e0a1, ed3d, sigradi2016_446a, b4eb, 660e, caadria2015_070y8, 8afc, a464, 4feb, a1ca, 8966, 28a3, ecaade2015_129u25, 5397, 7dfd, 90ec, 2a58, faf0, 83c9, 4fa1, 15a1, 79d0, 1aa2, 48b3, 190b, ascaad2014_012r6, c7dd, 284d, d0c0, cced, ascaad2014_029u8, c496, 5f27, 3c54, acadia16_44o3, b351, d09e, d50d, 6025, e2bc, bab5, 7858, 009a, bd7e, sigradi2014_345e10, d334, 7234, 64e7, f5e6, 1dfd, b7e5, 5090, acadia15_407p17, 2acc, 8015, 0936, c0f3, 69ab, 64de, d0b4, 853c, 84b0, f581, acadia14projects_719d, 196b, 52e7, 009b, 1ec2, 3ad5, 0cc2, 2f1f, ca3f, 7f21, 3174, ecaade2015_279v60, 6905, 6c66, 212e, 04bb, d65b, a62d, 7211, 3921, caadria2016_703g30, f58c, b03d, 2f39, ca42, 880e, 0b53, 6aaf, ecaade2014_071a17, f5b2, d697, aa51, 4b04, 5ae7, c1dd, e15f, ecaade2014_100k23, f5d9, ce02, cbb2, 310c, 17cb, 87df, 3642, f040, 0b9d, 0ee7, 3e3d, caadria2017_015a6, acadia14_347an, 09fb, 1676, 37e8, ecaade2014_105a24, 2737, 4092, 0649, 02fe, f4d4, 0d8d, 2324, d43e, 377b, b688, 679a, 6dd4, 151f, 15d5, 8494, 2231, 6cba, 0a42, sigradi2014_339v7, bc6d, ce97, 687e, dbdc, 0822, acadia14projects_199ae, ecaade2014_214m54, 57bc, 800c, ascaad2014_005e3, 3d1a, daa7, b542, 5d29, sigradi2016_764i, ca0f, 8aef, b161, 8f38, ecaade2015_248a57, 3e5d, 284b, a997, 90c0, 9636, 28a6, 0ef6, 2201, a287, sigradi2014_345h9, 8d41, fef6, 58ba, b392, 4edf, dfe3, cd5e, sigradi2015_12.215m27, 4e11, ecaade2016_032s8, 878c, ba3e, a664, 07ac, 674e, c51d, 84f7, 58d9, 2c6c, sigradi2013_100b, 4ecc, sigradi2014_032n2, e02e, acadia14_507ae, 4359, acadia15_343c15, ecaade2015_53l9, 74ad, 305e, ecaade2015_301x65, 354e, 5443, 6cf7, 6b7b, 3b16, dde6, acadia14_199ak, f3a2, b9c3, b6ca, 5647, 8ef0, b6b9, 0fff, ecaade2014_155z37, 06b2, d554, sigradi2015_6.329z8, 14f9, 5d8b, 2bad, 01d3, c473, sigradi2013_100h, 606d, c9f2, 3b5c, 8eea, 980d, 9a0b, caadria2016_209z9, 615c, acadia14projects_347ak, b9e1, sigradi2013_138o, 1f51, acadia15_357s15, caadria2015_086i13, eca8, 0604, 8282, d2d2, 1730, 33c8, 4143, c6f9, 557c, 423c, e6cc, 92f5, 81c1, be8c, 8adc, e8ca, 738b, 7fda, 7d0e, 5f28, 38aa, f010, 3a82, 5767, e4ec, cd4f, ecaade2016_222o57, 52f3, 34df, 0aeb, 3d80, 2882, 45e4, 8481, caadria2017_048u15, 07e5, acadia14_601ah, dcd7, a706, d771, 3021, caadria2017_165v41, 43ec, 0535, caadria2015_081l12, acadia14_311r, 47c1, 3a1f, cf26, 8043, b8a2, 1834, c45c, 34a9, 3c11, fb62, acadia14projects_375ax, ba13, 4426, 5992, 75f7, efb4, acadia15_311l12, a198, ijac201513206i9, sigradi2014_041c3, 2d2d, a2b6, ecba, de01, 2bbd, ca23, ecaade2016_067d17, 1fc1, f951, 1c87, 6f35, ca82, sigradi2015_3.11i2, ascaad2016_053l21, ijac201513103v2, acadia16_460x26, ebf3, acadia14projects_497ac, 59da, sigradi2016_568mm, add1, 16e5, be9c, sigradi2015_9.347v17, caadria2017_052y17, ascaad2016_045x18, fc67, 087c, 9e36, a9c2, 8e6d, 1ce2, f6d7, caadria2017_030d11, caadria2017_030z10, cb5a, 4ec8, caadria2015_087z13, ascaad2016_008b4, db0a, acadia14_671j, d44a, 375b, 720a, 7616, 0089, acadia14projects_339ai, 1fde, 8262, 0796, d4a1, 575b, sigradi2014_128a1, d6bc, ascaad2016_023s9, 9b5b, 00a3, 4467, 091a, 5a96, 8954, 61af, acadia15_497k22, acadia16_382f24, ascaad2016_046m19, bb83, caadria2016_735u31, 7f42, e2e5, acf9, 5c31, c317, 6ee7, 203f, 314e, c73f, 1b48, b58e, 3b78, 105a, fc63, 4a15, ecaade2015_144h31, 7669, ad06, d95a, 970a, bfe7, fdeb, 305d, afc9, 33a1, ecaade2015_87v17, cbdc, aa7b, caadria2017_069v21, ae09, caadria2015_061b7, e3a0, 2c74, 44c7, acadia14_33am, 3822, f985, bda6, 4f31, e113, 3aa2, 7fa7, 7360, 6e66, c1f1, 7ec5, 90c6, e24c, a6f9, de62, acadia14_375p, 548a, sigradi2013_313s, fb28, c512, sigradi2016_732s, 924d, 1409, aeeb, e773, bf07, caadria2016_663l28, 1d8a, 48ba, 492f, 3528, sigradi2015_11.136k24, sigradi2016_560x, 9c9f, ebbc, b62a, 67fa, ecaade2016_040m10, 6e76, caadria2017_037c12, 4116, a1a5, b427, ff96, 1b2e, c31a, d24b, b043, 4209, 26e7, d5b7, 3db2, 1a43, caadria2015_031r4, cc9e, 1e82, b361, 48c7, 1221, ecaade2016_036n9, 4518, fb60, ascaad2014_036w1, 06c3, ecaade2014_214p54, d103, ba0d, 17b6, a15a, 1bdd, 2fb1, 7e29, ijac201614401i1, ascaad2014_005i3, 9e91, 6f78, 0a60, 7420, d31f, a498, e584, 289f, cdfc, caadria2016_579m24, 5f3d, 279b, 9b0a, 33cc, 0045, ecaade2016_118j31, 5890, 097c, b86f, f69a, 956a, 77c5, 2013, sigradi2014_128x9, bd34, eadf, acadia14_601w, bf36, d16a, b4f4, 89ea, 6a9c, f666, da75, bfeb, 1e6f, c021, bbdd, 961d, 31eb, 0a1e, bdf2, 6aae, fdca, caadria2015_043l5, e3c2, 47a7, ecaade2014_226w58, 08ac, 8f75, c9e6, 9734, 8fcd, 9116, sigradi2013_400s, c0e7, 353b, e8a9, 0b40, 7737, db81, d146, 5d67, f120, 4ec3, a9bb, 0c26, 8332, d120, f8e9, b277, c13f, ecaade2016_162c45, e22a, 051d, 01cd, bbc3, 4965, caadria2016_281d12, 2f70, f66e, c8f9, caadria2017_080k24, 9a17, 576a, 4f29, 4bd2, e1a5, 2843, ecaade2016_167b48, c98d, 4336, 3872, f078, sigradi2016_770o, e433, acadia16_344f20, 5646, 481b, sigradi2013_425r, 447b, sigradi2015_10.307x20, d764, ascaad2014_022e4, 760d, 9feb, ad7e, 2922, caadria2017_051r16, 9fd6, ijac201513205l8, 300c, 8340, 53ac, 362d, d8bc, 3bea, 9f37, 31b9, caadria2017_183i44, b2bb, 7b91, c0bb, a4c0, e625, 1af4, ecaade2016_127y34, bbb0, c5a0, 0325, 6b09, sigradi2015_11.222s26, a22e, 34da, 5c25, f2d3, 4dec, 299e, ecaade2015_100b20, 6ef2, ecaade2016_129x35, b9f2, sigradi2016_732c, 700b, 57db, 28a8, 0d19, 7e0d, 6977, 32f6, ijac201412303f8, 3649, ce6e, acadia14projects_681at, bb5b, c1ed, e424, sigradi2016_756c, 5ed1, 9b3a, caadria2017_145l38, 9171, 9311, a49a, ecaade2016_130r36, 8ad3, acadia16_214v13, 7ad1, 2f65, 97d9, 4227, 9ace, 285f, 5f17, 1bc2, 8c7b, 70d3, 4db0, 0206, acadia14_281y, 2bf9, f35e, e06f, 8ed5, 27ea, 0c7f, 16ff, 7a7c, acadia16_12i2, 5ba6, fcc3, ba64, 8699, ccad, ijac201614207u11, f45f, 5dcb, 5c81, e783, 377c, sigradi2016_592v, sigradi2015_6.42b8, caadria2016_497y20, b0cc, 63e4, b0b1, bb3c, 48f9, sigradi2015_3.394f6, 2878, 7bac, 6a02, 3add, 8103, acadia14_219ay, beae, 21b0, d85f, 637c, 2d61, e169, 9fcc, 0c13, fe16, bba3, cd6a, a51f, sigradi2013_326k, c190, 950a, 9cde, 3ccd, d294, 0b45, c065, ecaade2014_108i24, 5db9, 7188, acadia14_53n, dbaa, 8745, 0e64, d808, 7b96, 969f, 15bd, b5b2, ascaad2014_023y4, 3480, 7e5d, 4305, sigradi2015_10.309i22, ecaade2014_146p33, caadria2015_031t4, 5172, e4b0, 184d, 6ebc, 5c53, caadria2017_124a33, 54e1, a792, caadria2017_129u34, bf09, ab2b, 512e, 7d5a, ijac201412303m8, 7711, 6df0, ecaade2016_223p58, f72a, 2577, 45a8, 7719, 6b73, 11ad, 97dc, 5566, 8f05, 511d, 7ec8, 7eef, 54f9, 243a, 2790, cf33, caadria2015_114p18, f050, 10df, fd4a, c1ee, 0da1, 041e, 006f, f57b, 1ce0, dc41, ceaa, 96cc, ecaade2014_042l10, 454a, 4436, caadria2017_122y31, ijac201412403k7, 26a4, d973, 605f, 0d15, 0c3e, 032b, b7db, e0c6, 0699, 69e3, ascaad2014_036b2, caadria2016_425c18, 95b1, caadria2016_415z17, 7f7a, 3d77, 6300, ascaad2016_028p11, acadia14projects_479i, f5f8, ecaade2015_53t8, a41a, e425, ecaade2016_015y3, 205d, 7e20, acadia14projects_23ad, 658e, 2e27, ca33, caadria2017_104c28, caadria2015_139g23, e827, ff9e, ecaade2014_202m52, f8f7, dae4, ecaade2015_225o49, 3529, 988d, ecaade2014_024e7, b8db, e202, be7f, 97ad, sigradi2016_488u, 7ff5, 021e, caadria2017_142a37, 0a05, d485, 2008, acadia14projects_177t, ecaade2015_13t1, acadia14projects_627f, f638, 9152, 8b41, 92eb, 04a9, 80a3, ccf9, 5814, b6a5, 6507, 2854, 89a5, ecaade2014_053s13, da33, 3e11, 2f36, 2919, ecaade2013r_010p6, ecaade2015_230m52, a52d, de79, ascaad2016_048c20, sigradi2015_10.267u20, 38c5, a0f1, 96b8, fdfa, 425d, 2f47, acadia14_357an, 3666, dbe8, 2c58, 3d5f, ascaad2014_017s1, 8cb6, 9a7f, 571c, b120, 5494, 12fd, sigradi2015_11.196g26, 1a04, af2a, f621, acadia14_479t, dc98, 54d3, 2b01, 9b58, a202, 0b39, abc1, 90ea, 752f, 98b0, 8df5, e5c9, 6e9b, 301d, 8d67, 7a03, b742, acadia14projects_699i, 03aa, e718, 9a21, 87d3, 48e0, 1d2e, ed00, d9fc, 37fc, 36a4, e349, bf3a, 0cdc, caadria2015_084c13, sigradi2015_11.165u25, sigradi2015_8.239c14, d8de, 66cb, 916a, dcac, bef8, 5d45, 2400, d8cb, caa6, 39cd, cc62, 3b26, f550, 17a7, ijac201614208j14, 56c5, 84a3, 537b, bc5b, 32eb, 8a20, 042a, 0969, b1dd, d9ea, 6ab3, c273, 0bfa, b462, bdff, 395c, 61d5, 1fbb, e0ab, 8821, e462, 308b, 8f00, acadia16_432x25, bdb4, c69a, 4007, 16b4, 2351, 7c0b, 6017, 80c9, 2e3e, 292c, 7ac2, 239e, sigradi2015_10.267s20, dbc4, 80ce, 43f7, 0fc5, 2003, 0532, 66d8, ijac201412205n4, 462f, ecaade2015_278l60, acadia14_357at, 32ac, 65c6, 1ffd, 6b5a, 9403, acadia16_414a25, 6f87, df84, b689, e126, c161, ecaade2016_038e10, 90be, c959, ecaade2014_104v23, b9d0, e5f4, 4bd5, 024c, d61b, ce73, 4813, be95, e82d, 2ea5, 6f42, 482f, 903a, ea81, sigradi2013_30h, 7039, 50c5, f19a, 4362, 57d9, 3f9b, 8e8d, c590, acadia14projects_53s, 27fe, 1c68, e005, 33b0, 0367, e996, fc4c, cc44, 47c9, 47e1, 8439, f7e8, 69de, b282, sigradi2015_9.152y16, ascaad2016_022y8, 6f5f, 3d71, 9fba, 3d31, f4c1, 1b77, 3381, bd52, f616, 1982, sigradi2016_544d, acadia14_189au, d5f4, acadia14_699p, 367c, 3561, e85d, 0c0e, 81c3, 7ae1, caaa, ijac201412403u6, 6ffc, f4f1, b82b, 16ca, f3e3, cf66, 9263, 29b2, 755c, caadria2016_259o11, 366f, aa8a, 4fe7, ff8a, 418a, f1ff, c6eb, ca35, e7bb, caadria2016_281f12, 5279, 8cda, 7a72, 046d, 070c, 64cc, 6b84, cc3e, 1b95, 2a07, 9d04, 9d8a, 0d65, sigradi2016_654a, fa3e, b13f, a515, 9e52, ee9d, 50e5, 7f19, 7281, 37bf, 8b4b, 866f, f81b, e064, 6116, 3276, fae2, ecaade2015_317w68, 7f14, sigradi2014_181t5, 9c92, 0a44, 5652, f192, 55ad, 62cd, ecaade2016_055k14, ascaad2014_032u9, 1809, acadia16_342c20, 14e2, 325b, f77a, 48aa, 9d80, 751a, acadia14projects_589b, dd88, 9baa, caadria2016_457f19, 9981, a725, ecaade2014_157b39, 8735, d012, 42c7, aadd, 7930, a2a0, 092f, 4574, c53d, 4c03, 840a, ecaade2016_151i41, 2a15, 0625, eb3b, fdf4, 9897, 8387, acadia14projects_479au, ec35, 960b, ecaade2015_318z69, ffb0, 6ff4, 7419, 2456, 8edc, ddc1, ecaade2016_162f45, cd45, acadia14_681au, acadia16_24x2, 9de8, 2638, 9023, 5c2c, 81f2, 99ef, 4cea, 1252, ecaade2014_206x53, sigradi2016_381n, bf02, 91fe, ecaade2014_070i16, 9101, 41d9, eecd, 03e2, 777f, 7571, ef6b, ecaade2014_050f12, ecaade2015_241o55, sigradi2014_291o4, ecaade2014_100j23, 58b4, acadia15_371l16, a64e, 8e83, sigradi2016_803aa, d0da, caadria2017_094r25, 322d, 74e9, dd33, 5805, 1d22, 8020, 09c6, e26c, 7ae2, 450f, 4386, c334, acadia14projects_507ae, 5820, b15c, 98e9, 7acf, 3c25, acadia14_365ak, 7802, fc93, db3a, bb04, 652b, sigradi2016_714ss, 62b2, 29c2, d23b, b54d, ec33, acadia14_681av, ecaade2015_241l55, 1dfc, 7fbd, 230e, 676d, 33fd, f55c, fd7a, 9e6b, cec4, f4c2, ba37, 9d32, 4d15, e4a1, af7d, ab7e, caadria2017_104e28, e1e3, sigradi2013_381, caadria2015_126c21, 929e, d3d2, 2545, ecaade2016_063l15, ijac201513205p8, 25fe, 05f7, cb6a, 9042, 6cbe, ee68, ecaade2014_133w29, a255, e03e, caadria2015_015d3, f72f, ed73, ecaade2016_077o22, 33d6, 30ef, 7ed2, fb22, f25a, 434e, 5169, 0df4, 600d, 769a, e074, f403, 3943, 9b5a, ecaade2016_016f4, c3cd, bdbb, ffaa, fcf5, 2ecf, caadria2017_182z43, ijac201412204g3, e25a, 9e61, 766b, acadia16_254d16, 4db3, acadia14_589f, a53c, 78cc, ecaade2015_61r12, 349f, f181, b8d0, 3538, c736, caadria2017_041g13, 422e, cd79, acadia16_372c23, 7655, cbc9, 7a34, fe3b, 4ac4, 43ee, f5f4, 4a5d, c706, 8ba1, 3a63, 466f, ecaade2016_ws-masshousec69, 3c32, 28e6, a8cb, 4175, ecaade2016_075x21, 6461, e760, 8b7b, 11ce, 661c, f7e3, b8f8, 2e43, 2de8, 545e, 129a, 088b, ecaade2016_026s7, d6e3, fef8, 0877, 54a1, 051a, bd45, 4c6b, 167a, aba7, de52, 9190, 944e, 2b1e, d07a, 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caadria2015_114h18, sigradi2015_8.189p13, e5ac, 025c, 65f5, 259a, 25c6, dd7d, cbbe, c549, e0d9, 2615, 5038, e8a4, b9e7, b37d, c2be, b697, a72c, sigradi2014_057t5, a517, 805f, sigradi2015_11.34x23, 0d14, 2140, ascaad2016_035z13, 0706, 5231, 9abc, cb98, 4a58, 246c, ecaade2015_21d4, 38de, 85a4, 957b, e84d, 391e, caadria2015_090f15, 9202, f3ca, 3dfe, 17ad, ffba, 441f, 717e, acadia14projects_247y, 4bfe, 4002, cb35, 5771, 97ba, d416, acadia14_531z, acadia14projects_339ac, sigradi2013_62u, 4881, 0c44, 83fe, 9136, ecaade2015_64g13, ecaade2016_047p13, ee6d, ecaade2016_071n19, b8be, 9bf8, 38e7, 644e, 7a59, fc40, 2122, 618f, ijac201614308v5, 6b51, ecaade2015_227j50, 0628, 6380, sigradi2015_3.221w4, 71d9, 5b1d, sigradi2016_815gg, a3db, 656f, ecaade2015_115t22, d106, 788e, 7b3b, sigradi2014_164m4, sigradi2013_280j, ecaade2015_256c58, 0ac3, 2b75, 1812, 708d, 7011, 7972, 0fc6, 8a80, 605a, 6e93, 8553, 06bc, 172f, 343b, ed34, e647, 37cf, 77a0, 7750, b115, 64a8, 10b7, 7cb5, sigradi2013_387a, b8e7, ijac201614105l5, 3fa1, d7bd, 1887, d1e7, e565, e874, c0f6, 0685, caadria2015_213f33, caadria2015_208u31, ecaade2015_74l14, 4bbe, ecaade2016_058a15, 0b62, 97f4, caadria2015_081v11, b4be, cbc3, 4d85, 6079, 5c7d, eb36, a6a7, 4d13, 6b4f, 70e3, a8d7, acadia14_691aw, b30f, e0b0, 4120, a767, 933c, f965, e52e, dac7, caadria2017_018x7, 80a2, 89c4, 1c5f, acadia14projects_199ap, c954, 0bd9, eff1, 86d5, ecaade2014_153l36, caadria2016_673d29, 00bc, 510f, 2cab, 96ce, c110, acadia14projects_681ag, sigradi2014_048w4, 73e8, 054f, 2d2a, d73a, caadria2016_851a36, 8e3d, 9d59, ecaade2014_168a42, 5bd8, acadia14_291aw, ascaad2014_019l3, ijac201614303l2, 55e2, 5cf7, a085, afdb, b5f7, c7cc, 6ffe, 2012, acadia14_189as, a300, 3e23, 8cfe, ijac201412304v9, 3840, 48ab, 39fe, 45ee, 6997, 3f42, 6952, 4e43, 64dc, a9ea, 3467, fb03, 0a86, 452f, bb57, sigradi2013_386d, ecaade2015_265u58, 394e, ecaade2016_154k42, ascaad2016_045j18, a1b9, 30b0, ascaad2016_046t19, ascaad2016_043m17, 8607, 28e1, eda8, 912a, 3cd5, 9ed7, d6b7, 1372, 3560, 6ad8, b1fc, acadia14projects_131ap, d06e, 0870, ae5e, d028, c5c3, 2f85, caadria2017_057d20, ac03, acadia15_57v1, ecaade2015_200p43, ecaade2014_149b34, f475, e490, 882e, d187, acadia14projects_565o, f4a2, 4202, e92f, 9e43, ed65, 80f2, e76a, 977c, 26b5, 980f, 4c25, 4d42, caadria2015_170n25, 5cb5, caadria2017_031h11, ecaade2016_083b24, 275d, sigradi2016_421xx, 64d8, 4ba0, d92c, 2b74, 6920, 260a, 387d, db80, ecb9, bc94, caadria2015_233e35, 4237, 265a, df2f, a6df, 2281, 9511, ijac201513302d10, cd3b, 631b, 6fdd, ecaade2015_48d8, 9c22, f1a4, ecaade2016_102t27, 4d67, 31ab, 5ac4, 6681, sigradi2013_54r, acadia15_263b11, 5cd7, 8538, 3adc, f4b2, 48f6, 6717, fbb3, 3540, 862e, ijac201614102s2, edfa, 5523, ea11, 04b4, ecaade2013r_003v2, 0133, cedb, 296f, f9ce, 8650, de4e, 786d, d7cb, 171c, bdf1, b786, 5493, ea75, d900, 489e, 0a16, 2714, 4206, a2fe, dd01, caadria2017_096v26, 9cd7, f338, df57, 18de, 4dcf, 2be4, 4311, d746, 4269, 6d09, 88d7, 9fa2, ecaade2016_046o12, ijac201412205c4, 3199, acadia14projects_347ai, 9f85, 87db, 7639, 11c7, 0e05, caadria2016_291n12, ecaade2015_129r25, 285a, c172, acadia14projects_153ar, d2c2, 3216, d4dd, 29f6, acadia14_655ac, 5f2a, ijac201412405a9, 2139, 8077, 13df, 8bea, c9d4, ecaade2015_285f62, sigradi2015_10.378w22, sigradi2013_28k, 142b, e427, 57be, 0205, acadia14projects_497u, 482b, 6407, 6e65, 223d, f024, 3ca7, 6f3d, d6ab, c913, b32d, e194, 2263, 59bc, a79c, 1dd8, 3411, 3ea9, 35fe, b756, 5c7e, ae12, 56af, 81cc, acadia14projects_565l, acadia14_189aw, a9cb, 4fdb, caadria2017_067s21, 4a01, 04e3, 2395, 194b, 2cc1, 6a6c, 8aec, 9900, 7014, a944, sigradi2015_11.196h26, 70f8, 6d4b, 3764, bd05, caadria2015_145v23, 9d7d, 27d4, 8abf, 052f, e78b, fb1c, ecaade2015_248i56, bfb2, d8e2, 3a1d, bd64, f7f5, 7aca, cc91, cc22, f3ff, ecaade2016_002c1, 79c1, 554f, acadia14_117av, ab43, bf03, acadia14_229j, b83e, ab50, 8823, 16ee, 4866, f51c, f5d2, ecaade2016_132g37, a7ca, 09bf, d266, 6fd4, ijac201412402y4, 9785, 3321, bcfc, b537, cdf8, 4bb1, acadia16_184l12, 044f, 3f81, 3210, f081, fdda, ijac201513202m6, 2212, 6b29, ad86, 7d18, bee3, c733, ecaade2016_bkon65, 3d8c, 7fd3, e32e, 5ad7, 590f, c23b, e5b3, a044, 6198, a9c6, 86f4, 6d39, 63cc, 490e, 49ab, 9209, acadia16_106h8, ad68, 4781, 1985, 1f67, acadia14_463l, sigradi2015_7.203e10, 1b82, f291, 8afe, 4f02, 87e1, sigradi2016_385rr, 492d, 5f66, 995e, 4256, 44e4, 174c, ascaad2016_056i22, 89dc, 2b93, e375, b56b, caadria2017_047h15, aacb, 5f0a, 6d7e, 72ec, 9253, 625a, 3863, 4f5d, e025, a0d3, 247b, 0db4, ecaade2016_162j44, df18, ca9d, fd1e, 8dd0, caadria2016_861f37, 3d0e, 2f77, 519d, 19e9, b112, bdd6, acadia14_311z, 9d62, 8cc1, a9ed, c820, 7a47, df85, 5685, eccd, 6b8e, dac8, 78e1, c962, sigradi2016_450oo, d180, 8d53, cbb9, 18e5, 7cda, db0c, 3e0b, c4ed, 427b, ae46, 605d, ecaade2014_226f59, 11df, f298, caadria2017_107p28, ecaade2016_223w58, a039, badb, db3b, caadria2015_126o20, ea2f, 201e, ecaade2014_052b13, 92be, f71e, ef86, 66fe, c9aa, 48cf, 644a, 43d9, c50e, acadia14projects_479n, 2554, bfd4, caadria2017_123c32, 6b01, ac6c, d484, caadria2015_237v35, acadia16_174b12, 0092, 4493, 07c5, ascaad2014_017r9, 7ba0, cb03, eec2, 12be, 494e, ecaade2015_138p29, ijac201614309b6, ef7c, ecaade2016_bkot65, 74aa, fba3, ecaade2013r_002f2, 2fbe, 8b48, 05ba, f56f, ef05, 2eb6, 544c, 2fb7, sigradi2016_544e, 8d25, sigradi2013_112f, 81e7, 32ef, b538, a7dd, 0b80, a511, ea6a, ad0c, sigradi2015_6.237o8, ijac201412401x3, 9505, sigradi2015_sp_2.112j29, a64d, bdc6, 947f, 4308, db7c, sigradi2014_250r9, 4908, caadria2015_010w1, 0b0f, a5f8, 26e8, ecaade2016_118v31, 0a80, ecaade2015_206b46, 4b49, caadria2015_081m12, 1646, bb16, 9bdd, ascaad2014_036f2, 1ba6, 4898, febc, a103, 152e, fdfc, 0368, 9da0, acadia14_399al, 0a89, 51eb, acadia14projects_63at, 1a5a, 4e2f, af84, 9e00, caadria2017_056k19, a400, 6c23, 624d, 63d1, 566f, 66b6, sigradi2015_3.394e6, c63a, 5dc0, a204, caadria2017_182u43, caadria2017_016v6, f8cb, 3e48, 2bce, 793c, 1a98, 7fc1, cb16, b896, 0fc3, 3b40, 9208, ee71, sigradi2013_194u, f59c, acadia16_24o2, acadia16_280t17, 1201, 0cab, 28e8, 92d9, ecaade2013r_017c9, 89df, e3ac, 8676, b1a3, 4295, caadria2017_008b4, a75b, eee7, a317, a30f, 7b94, 0069, 1846, 1954, ecaade2016_033d9, 9dee, acadia16_62l4, cb57, 83e2, acadia14_317ac, b587, c2d6, cfda, 64c0, 5d21, 3e8a, 4ab2, fdd4, 5ad4, 644d, f40a, 537f, 59b3, 93e9, 3c47, sigradi2015_6.341w8, c003, af77, ad95, 2797, sigradi2014_267m2, 7b3d, 925c, d5ca, f42b, acadia14_63au, acadia16_62b4, da5d, 84da, f373, 2044, 508f, ecaade2014_072g17, sigradi2016_669q, 93cb, f54d, 6e5c, sigradi2013_411m, caadria2016_651f28, a112, 0765, sigradi2016_635k, acadia15_123t4, ac53, 6354, 6909, f2e4, 00e5, 9f78, 5100, caadria2016_477w19, e7d8, fee3, 13a6, caadria2017_182t43, 22f4, ddfb, 1c02, ijac201614302p1, c406, 9f53, a923, 1d45, 6ac2, 21cc, e686, 3fcb, acadia14_427an, a9b1, 3d39, 9111, f681, caadria2015_185i27, 868b, c938, 7617, 94ec, df6c, 656d, 418b, eb75, 7109, 8dad, 5629, ijac201513201z5, 25a3, sigradi2014_084d8, 29e3, eb89, b445, f4a5, 22ce, 5a7b, a6fb, 6f01, cc18, bfc9, 7bc4, e9a8, c7d9, b204, 9743, e512, acadia14projects_463u, 7205, af13, 1431, 246d, ijac201614301b1, 2e2b, acadia14projects_619ak, ecaade2014_023g6, acadia15_343h14, ijac201412403o6, 608c, ijac201614201k7, 8a14, acadia14_565w, e09e, 12cb, acadia14_497p, 4df9, sigradi2015_3.212l4, fe9e, 9e82, 1a5b, f33b, 8124, 2cf4, 11f0, bd22, ecaade2016_139w38, 15a3, acadia14_365aj, cdd9, 85b6, 624c, 08e3, 7da3, 5770, 4265, aee3, 6e27, a452, 731e, 92f9, 5d30, 90c7, 6fab, 872f, caadria2017_021f8, 3173, dedb, e1dd, 528c, acadia16_394j24, 3f77, cdb4, 65b7, 3494, 7218, acadia16_440c26, 2fbd, baaa, 0adc, 17ea, 65bc, 81cf, 94af, 3723, 86da, f145, e09a, caadria2017_008e4, e5a2, 116d, e745, 9de2, 519c, c5c8, cb8b, 32f4, ecaade2015_334n72, d186, fa30, 1cd4, 11c9, ecaade2016_068d18, 9528, 2881, 275b, ecaade2014_239m61, f734, cb14, dda6, 375a, a4a9, 9be9, 5a23, f45d, e8ba, c9ab, 4d18, caadria2016_167s7, 7a49, c2c0, 1454, c2b4, 03fc, ecaade2016_158r43, caadria2017_123t32, e6ad, 77bd, 9889, dc7f, 6777, 70eb, 8a93, ee25, 1462, 6d73, 937a, 0836, 7e41, 453e, 33df, 5300, 5601, 87de, d505, 1482, 50fd, ijac201513105t4, f735, ecaade2014_130a29, 31a0, sigradi2013_74f, 3c04, 753c, ecaade2015_217a48, 67df, fcb8, 08ef, 5bf8, c16a, 2787, ac07, 2e6a, 3af0, ecaade2014_072n17, 46a4, ecaade2016_162e44, 9fb7, 98e1, 2b23, b145, 06b4, f560, 32d6, 2b53, 52b4, f9f1, d66f, ecaade2014_038c10, 44de, 3762, 3328, d64e, 5b26, sigradi2014_132x1, af32, 6078, b2ca, ecaade2013r_014f8, b248, 0c39, ecaade2016_094p25, e05a, 03e0, acadia14_117ay, caadria2017_110j29, f90f, c19d, 6acb, 4a23, cd0b, 11c5, 6e40, e305, 06f4, 3b84, 2d75, 7010, 9a5b, 975a, caadria2017_113e30, b249, 718c, f5cd, d108, caadria2015_072t9, a25e, 9c24, ijac201412408f2, 87f9, 1276, 9b5d, 7c26, acadia14projects_167y, e225, 9c10, 8628, 9458, 83d7, acadia14projects_691at, dbf2, f924, ijac201614104z3, ecaade2016_230i62, ecaade2014_186r47, fb37, 43a3, 3917, caadria2016_167k7, 6cdc, 8037, acadia16_478t27, b910, e600, d8db, f718, eb52, e5e5, 5cde, 075b, 6c60, 854d, caadria2016_343e15, 6bb8, d55d, b8b1, ecaade2015_205e45, ecaade2015_193v39, 4835, ccc3, 52f0, 25fa, aa4b, ef56, 942b, aae3, ecaade2015_110h21, 19b3, c6de, f1c6, caadria2016_003l1, 0542, 594c, 26c0, b27c, eaa1, 6b46, ff66, 17e1, ecaade2015_55s10, 4eec, 4458, 8391, ebb8, 5a6c, 392f, 071c, c97c, d290, 4344, 13b2, 7567, b0a7, 9f6a, d811, ab16, ae65, 8d39, a4ec, 7108, e83c, sigradi2015_3.221v4, 69fb, 2886, ae88, d623, ecaade2015_324v70, d534, caadria2016_229z10, 8d93, ijac201513103p2, ecaade2014_168h42, b9e0, df5a, 3422, 0f49, df72, 5557, ijac201412304r1, caadria2016_405p17, 0531, sigradi2013_294, ae4e, caadria2016_281e12, caadria2016_809e34, ac33, a6f5, 9325, 0fba, 784c, 985c, 9008, fbae, ecaade2016_018h5, ecaade2015_139v29, ff05, ecaade2016_094l25, 306b, 1a0c, 1e38, 2bd2, 82a0, 3fe7, b69b, fd92, 4ae5, 0dd7, 52c3, ab90, 47af, 8a16, c15c, caadria2016_445c19, acadia15_57s1, b345, beaa, 8138, 9614, 57ae, e6a1, 4079, 4f51, 46ea, ad3e, 04c5, ecaade2014_080e19, 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f1b7, ccbf, a2c1, ecaade2015_278p60, da4e, sigradi2014_218g8, e021, c5e7, a9c9, 1cce, 83e5, f836, caadria2017_095f26, c17a, 2c3e, ecaade2016_025f7, e2b1, 23e0, d8a8, 8c21, 9a93, b400, 4b28, aa5e, 89e8, d47b, 7d47, 52a9, ac29, 8f39, b265, 149c, ed80, d340, fc18, ijac201614102x2, 718b, sigradi2016_817p, acc9, 7390, sigradi2014_052p5, d44e, a4d3, acadia14_691ay, 811c, ecaade2015_170z35, f679, 4b4c, ea8f, 3b12, acadia16_206m13, ijac201614201g6, 2fa7, 2df2, 9442, 3afb, 5e7d, 1b72, ecaade2016_042c11, 6f64, 9826, 3da0, 2b3f, c9ea, 0ad2, 53a4, 5,7e+10, edd3, ecaade2014_049z11, 943c, 7d7a, b02b, caadria2015_130c22, d49f, acadia16_106k8, 73a3, a48c, ddda, 2988, sigradi2016_814b, 2b02, f16b, 1b7e, 419b, 92cb, 5511, f95d, 96a0, caadria2015_030m4, 07a4, 8ce8, 89fb, caadria2016_683j29, bf16, 6585, ecaade2016_169m48, 5a4c, 5213, acadia14projects_291am, b7e9, 3c61, db14, f537, 88e2, 835c, 462d, ecaade2014_202n52, 88df, acadia14projects_517n, 03a5, e23c, 71b8, 4ca0, 75e8, f4c6, e38f, ijac201412402g5, 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