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 6547
authors Coates P, Derix C, Lau T, Parvin T and Puusepp R
year 2005
title Topological Approximations for Spatial Representations
source Proceedings of the Generative Arts conference, Milan, 2005
summary Marshall McLuhan once said in his book Understanding Media that ‘Environments are invisible. Their ground rules evade easy perception.’ Evasive perception leads to fuzzy representations as shown through Kevin Lynch’s mental maps and the Situationists’ psycho-geographies. Eventually, spatial representations have to be described through abstractions based on some embedded rules of environmental interaction. These rules and methods of abstraction serve to understand cognition of space. The Centre for Evolutionary Computing in Architecture (CECA) at the University of East London has focused for the last 5 years on methods of cognitive spatial descriptions, based largely on either behavioural patterns or topological machines. The former being agent based, the latter neural network based. This year’s selection of student work constitutes a combination of cognitive agents + perceptive networks, and comprises three theses.
keywords spatial cognition, neural networks, spatial perception, agent modelling
series other
type normal paper
email christian.derix@aedas.com
more http://www.generativeart.com/
full text file.pdf (2,368,474 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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1d8a, 7891, edb9, 561f, b37a, ff10, 46f6, c157, 3460, e9f8, a3ad, b532, c61b, 3c4b, 1cbb, 3521, 57c0, 64cb, 5068, e064, acadia14projects_389b, e623, ascaad2016_010v4, 91d9, f497, 3bec, ascaad2016_048i20, 0ce7, 5be9, acadia16_344p20, 2038, ecaade2016_068p17, a89b, ascaad2014_019k3, ca82, acadia14_671s, ecaade2015_79k15, c8a8, 5021, da64, 5f5a, 5f09, c311, 3e97, sigradi2016_636l, 3e93, 5a3f, 48b2, 8ba4, d11b, 59de, sigradi2016_729qq, 24ff, 27c3, be7f, df8c, c5bc, acadia14projects_153a, 1570, 7b76, 375a, acadia15_357p15, ecaade2014_149k34, aa59, caadria2017_052w17, ascaad2016_052j21, 8fac, fbaf, dca9, 60b6, 1d12, b8c5, d42e, 286c, 062a, c8d1, 08e0, 4559, 762a, c409, 64a0, 4415, 520b, ecaade2015_138m29, 9e4a, ecaade2016_108p29, 52ee, 5ba0, ce29, bc5c, 381d, ad7f, 222f, 031c, a84b, 36c5, fce6, 4391, d7c9, c413, acadia14projects_317t, 71d0, fa3a, b0ec, 99d0, accb, 6479, ecaade2016_215v54, 5cbd, ee91, caadria2017_107z28, caadria2016_601i25, 9296, d7ca, 97cd, 9dd8, cd56, 71a0, ascaad2014_010l5, 4d98, 220a, ee5e, sigradi2013_429h, 383c, 27b4, 37e9, 4554, a303, 9a74, e2ab, d56a, 2e05, d0b2, 1758, ecaade2015_194c41, 3f36, 9ac5, ac3c, b207, e7f1, ijac201614202k8, 3613, 1c66, f0d7, e707, 216a, 87d3, ec12, de0c, e66d, 8088, 8578, b588, acadia14_435ah, 82d8, 0888, 8eca, 9753, caadria2015_170z25, da60, 4270, 7215, 27df, cbde, 864c, 1992, ijac201614203a9, b146, acadia16_254d16, ecaade2016_243x64, fb5b, 4d9d, 6d24, 86c4, 1127, 1d60, 7741, 8760, sigradi2016_752yy, caadria2016_673w28, 550d, bd6d, e9a1, 1f46, 5dd8, 74d3, ecaade2015_91g18, ad73, 830b, fd42, d32a, 4531, 3813, 8aac, e0fb, 96aa, 9fcc, c4ea, 17c3, ascaad2016_023b10, 3ba8, 9227, 992a, e039, 23ff, fd02, fafe, 8e24, 6498, 2ef1, 6919, 82d0, 335e, 83ec, caadria2015_111m17, e421, ecaade2014_204a53, ecaade2014_230p59, add7, 6c55, ecaade2016_139c39, 1016, 13be, 390f, ea36, 40b0, 2c0a, 65c2, 1b9d, 94e5, 94e4, 07fb, 8a9d, ecaade2014_239z61, ecaade2014_014z2, e31f, b2fb, 1400, 2005, ecaade2015_83r16, 7adf, d575, 78bc, ecaade2014_085f20, ecaade2014_240k62, b638, 6536, ff91, aeaf, 7940, cc79, 9651, 343f, ecaade2016_216f55, f1f6, 9b94, 1faf, 765d, 29fd, ed3e, edf5, ascaad2016_025m10, c202, e037, 7d06, cb01, d257, 7df7, fe62, 6a9e, bf4f, 7b27, 9975, 30d4, 696b, 9d54, aa49, 4610, 0db8, ecaade2016_167e48, 6590, 7e16, 3b67, 251c, 686b, 1e8e, 198c, sigradi2016_363ii, e787, e260, acadia15_173t6, 65c7, 95ed, c1b4, f450, 3ca0, db51, 39db, acadia14_375i, bbb6, dbee, e285, acadia14projects_671n, ascaad2016_002i1, 3f6d, d6bb, f014, 16ae, 8c79, 3646, sigradi2014_305j5, d3d9, a759, 4751, caadria2017_046z14, 968d, ascaad2016_013x5, 972c, e1e4, acadia14_427am, 253b, 8700, 3f86, 334b, b198, 91e3, 4d1e, b1f7, ijac201412303u8, 6b8c, 7d59, 8dfd, aaa2, 40cb, b608, aed1, 9458, 0efc, acadia14projects_699u, d693, 8612, 11e4, ecaade2015_138b28, ecaade2016_bkor65, a4e1, b209, 2209, db0e, fa31, 00a7, b33b, ecaade2016_017n4, ed0a, 04f6, 8cd3, 3c2f, ed6b, sigradi2013_386e, ecaade2015_286x62, 0710, eb45, 8597, caadria2016_115m5, 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sigradi2013_364p, efcb, 0f92, cba7, 84ea, cc9b, acadia15_123l4, e7f3, ecaade2016_047f13, 8d1e, e80a, f8b0, 3d61, 32bd, 33b4, ecaade2015_114n22, 60ec, 04bc, 2319, 0bc9, d411, e744, 4faf, c948, acadia14projects_79w, ecaade2015_286d63, 1814, 3492, 4da4, 2a2e, 7cd8, 4a3a, a7a5, ecaade2016_063u15, e667, e3c9, 7c03, 5bee, e86f, 37a6, caadria2015_188d28, 3b96, 6c59, bbd6, b5cd, 31ae, acadia14_655z, caadria2017_021e8, c591, 9e1b, ecaade2015_303s66, 0fc1, ecaade2014_186i47, 631d, 883b, 9411, b887, eec5, ecaade2015_114m22, 8c73, ecaade2016_067m16, 699c, 5ef7, sigradi2014_074g6, 0745, 4f72, 67a9, 6857, 97e5, aeca, 34d7, acadia16_130k9, 2524, 4cc3, e6a8, ecaade2016_071h19, 36f2, a2ad, ijac201614403p2, sigradi2015_sp_8.326t30, 37fd, b2f1, b9e1, 7d19, 830e, 74d8, dba6, ecaade2014_052y12, 6d64, 41d0, ecaade2013r_013x7, ba00, ecaade2014_109t24, af7c, acadia14_365ap, 891c, 0ad8, 555c, 265d, 88dc, acadia14projects_281ac, 50af, 16db, d9f0, 5b6c, a613, d453, 4821, 06e4, caadria2017_009n4, 4547, 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ecaade2014_143m32, 71d3, 03c4, ecaade2015_221v48, 1c4e, ecdc, 2970, d031, ecaade2014_157v38, 8bf0, 5095, becd, c1d2, 3756, 67c8, 132a, 14c3, dd75, caadria2017_056a19, ecaade2016_102p27, e3e9, ddf8, acadia15_333u13, 7edf, caadria2017_190p45, sigradi2013_285z, sigradi2014_047n4, ec8c, c25d, 672b, eb09, 630c, 7f0e, 1b56, b914, 5803, 65fb, 8ca1, eae3, bcb5, 5f16, e298, ef3d, 493f, 3bee, a2b1, cce9, c42a, ecaade2014_052p12, 757f, a3d9, 0340, 51d0, 717b, 7a6d, 1f1f, ecaade2015_158v33, 6b25, d2b0, 598b, sigradi2014_097m8, 4814, 4c2d, 667c, e4b8, ac01, b298, 075f, 65d2, a7e4, 2b3d, c8f1, d07a, 55d2, ba65, c4ac, debf, a733, 8c15, ecaade2016_132y37, ccac, 26ce, caadria2015_139w22, acadia16_298m18, acb4, sigradi2016_647mm, eca1, bdc0, 2671, 0512, 54b7, acadia14projects_311v, sigradi2016_448v, 426b, f92b, bf19, ecaade2015_138a29, acadia15_211r8, fbd8, 2185, 3f98, ecaade2015_33d6, 6115, 5acf, ecaade2016_170z48, 4bcf, ecaade2014_149f34, 04e6, 8f2f, 904d, 484f, 5253, 104a, aa0f, b17f, acadia14_479t, 9a97, 326a, ascaad2014_031g9, 14f1, 0435, d260, 505c, bae6, 987d, caadria2016_045f3, 797f, bf44, 14af, b91e, caadria2016_745w31, 75d2, ecaade2015_109a21, 216c, 9da2, d1eb, 07e2, acadia14_619ae, b70d, 3f2e, 0d7a, 9f76, 80c0, c125, 0b08, 7c15, 509b, 84d0, sigradi2013_313r, a425, acadia16_414x24, 90b4, 58fe, 3bab, cdf7, 4ff4, 28c6, 815c, f0d5, 8a2c, ac90, 11a3, 139c, 3f5a, 5015, 28ff, e6d5, a836, 7d7a, 37d3, 3916, caadria2016_683u29, ijac201412301w6, e897, 0ceb, ecaade2016_bkoi65, 7083, 6698, 1d87, caadria2017_086i25, ecaade2014_111l25, 9d3e, c448, 3634, be5f, caadria2016_861w36, 5706, fc9b, 48b9, ea80, ijac201412403e6, aa9e, 2cd2, 62d2, b36c, 585d, aef4, be4d, 0cb8, sigradi2015_10.138c19, ijac201614307x4, aad7, f771, b4d9, 49da, a0e5, 1589, d1c9, 82a9, acadia14_479d, f813, ef9d, ascaad2016_040w15, 2506, e416, 42da, 63c0, 2a7e, ecaade2015_87w17, df9d, 586e, 1d64, ecaade2016_068b18, 094a, b7ce, 6bc7, fc1f, caadria2016_755o32, baa5, acadia15_323m13, ebba, 6681, 7b14, 1bd3, 77cd, 1d77, sigradi2016_431bb, ecaade2016_234v62, 7dff, ecaade2016_198o52, bc9e, ecaade2016_ws-dheritageu67, e381, 653b, 2ff7, 0b41, d8e1, 7b63, c1ed, 9d17, sigradi2016_450tt, ecaade2015_271v59, c39e, ffa9, ecaade2015_22x4, 33d3, ascaad2016_045e18, 2d56, 857a, 140c, ecaade2015_82a16, sigradi2013_286h, 40f9, 06cf, d936, 26a2, fa62, caadria2017_033n11, 733a, fdca, ecaade2015_77d15, 9d1d, 60ca, 4ea4, sigradi2014_032d2, caadria2016_871t37, caadria2017_051l17, 279b, 0f23, 73e0, ee40, 1d9a, 7912, ab43, 118a, f05d, 1937, 1ca8, f7cb, b748, a30d, 0d28, 9140, ijac201513203e7, 3ccb, 010a, ecaade2015_18x2, e082, f0f5, 3b07, b9f2, acadia14projects_135u, sigradi2015_10.377u22, 2015, 188c, caadria2015_065b8, 7c68, 28db, 3208, 2faf, 45e9, 96e0, caadria2015_010u1, caadria2015_208d31, ecaade2016_002i1, caadria2017_016f7, 2e2f, da21, a213, acadia16_450k26, a4f4, 1403, ae5b, e645, caadria2017_113z29, 7e76, 02e1, f1b0, c8d9, ed29, ea69, def0, 4535, 9635, ecaade2013r_011b7, 9c71, 88cf, f55e, 8ac6, 28a3, sigradi2013_244m, c01e, ascaad2016_009j4, b5f1, 0240, ca66, ccb8, 9d7c, e309, 5042, dafd, caadria2016_045g3, c6f1, 28e6, 29dc, fc89, b63c, 9006, 5597, da32, 2979, acadia16_432r25, f098, 84e4, 78ed, 426a, 3443, 28fa, 8e60, 464f, ecaade2016_025l7, ae5a, 511e, 924f, ef9a, 6492, 9496, 8926, 8a72, c0ce, a1e5, de28, 0962, sigradi2015_10.309s21, 2572, 641e, abf4, 8a56, ef5c, caadria2017_048p15, 298a, 50cc, 0b77, c986, 8a6d, 2e1e, f09e, 1763, sigradi2013_158v, caadria2016_507n21, 9452, cc35, 06b6, 5b47, 9206, 14dd, 1479, 5186, caadria2015_170s25, 535e, 758a, 70c7, ccfe, d982, 1a3d, 35a1, e0c7, b8f4, 2625, 319e, 1ff8, b892, 2376, d04e, 7239, 1712, edb7, 860b, 79eb, ad3f, 65bc, 2f1e, caadria2017_042s13, b853, 60d8, 95dc, sigradi2015_10.309l22, 4a68, da0b, ecaade2016_105d29, d5d0, 4b28, ecaade2016_165z46, 8d7a, 0a06, 6b2a, ecaade2016_018e5, 61bf, 248a, 06dd, d758, db05, f34f, ijac201513305m12, a487, f306, ecaade2014_147a34, 53a0, acadia15_243f10, sigradi2016_602ww, 9cd2, 41c6, 4d02, 6b38, 3eff, d170, acadia16_394g24, 36a6, 459a, 0a30, b8c9, ecaade2014_167n40, 99e1, edce, 2676, 178b, ijac201614308b5, acc7, 3dbe, ijac201513303j11, b502, 0e24, 8195, 5acb, 2c3f, 0d3c, ascaad2016_021d8, 30c7, 86f1, 2a32, fa02, dcd1, 2565, sigradi2016_484g, 7857, 0b24, a7e7, f88f, a406, b483, 362c, d84c, 3dfc, e7dc, 3ac5, ascaad2014_016b9, f7c1, 1bd4, 8fd3, 3c6c, acadia16_184t12, f737, 8b92, 80e8, acadia14_619z, 966d, eecd, 0e90, 035c, 14e1, 777c, 9a06, 0b7d, 370c, e17d, b5d3, ecaade2015_122m24, fce7, 48bf, ijac201412402p4, 8f26, 96bc, ascaad2014_017z9, acadia16_382c24, ijac201513306x12, 8653, ecaade2015_35s6, 66bd, 2c4c, 5972, acadia15_185e7, b321, 266e, ac42, 8dde, 9787, c00c, 946f, b0b5, bbbb, 79b9, 7368, 3b95, sigradi2016_426a, 44fa, 9442, 111f, 8f05, c14d, baa3, b6b0, 2d62, caadria2017_125b34, 1612, 7a43, 182c, ijac201614208z13, d6a5, cd65, 8178, 8e4a, 179c, 71ed, 45b8, f378, bcef, 6ed5, ecaade2015_118s23, sigradi2015_sp_2.112k29, c788, 7c17, ecaade2014_186y46, a34e, d711, 4ab6, 9a45, 724f, 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ijac201513203y6, acadia16_470l27, b940, a4bf, f400, 495e, sigradi2014_037y2, bfdd, 3470, b011, 700c, bb36, d9d5, 718d, 5dd4, 0807, 2082, 67c2, 8f03, 2bea, 4301, 2603, 2c75, ff57, caa4, 1a07, 64c6, ecaade2015_21k4, 107e, d9bd, 8c09, a1a1, 9dd1, b7cb, 3143, ecaade2016_037c10, acadia14_199am, 8f6f, ee26, 51d3, 4c5e, 06ee, 8063, 4111, b4d7, 8870, ba33, d662, f371, 4f99, ijac201513205e8, ascaad2014_014r7, cd3b, 85a9, ecaade2014_066j15, 6475, b084, 0ee6, acadia14projects_199ah, dc60, 55fb, 07f5, ecaade2014_173j43, bb32, ecaade2014_044l11, 7d33, 58f4, 1d48, b2c4, b681, b6c4, 8f1b, d709, cb87, 753e, 134e, 0138, d479, 624d, c4fa, 4280, 1a4d, e337, d326, d262, 286f, 8ca4, ecaade2016_021g6, 9f09, caadria2015_010a2, 16de, b73a, 8c3b, caadria2017_047x14, a124, d4da, 1900, de22, ad77, 521f, 4f61, 0e0e, 0bf8, 28f7, 7796, ijac201412404v7, 01cb, cba2, 87ca, a8ac, ecaade2014_225r58, acadia14projects_671r, sigradi2013_212p, 4638, 8cd6, 8d51, 748e, abdd, ecaade2016_185x49, 80d4, 023d, acadia14projects_357au, 3e4c, 52bf, 4ecc, fbe6, 8362, caadria2016_621t26, 3936, 72e3, 22fe, 06d9, be32, 2f76, 3846, 0322, d63b, 428a, e8d2, 9372, 1f2f, cefc, caadria2017_183w43, 4757, 9fd0, 412b, d401, ccfb, ab42, 0fe9, 95c6, 7ad5, 9ee2, f64a, 6682, 0f94, fc64, 5faf, bdad, 72a1, db82, 1c6c, 6c82, ascaad2016_043p17, 7475, c406, 9314, b711, acadia14projects_115ak, 29ae, 9205, ec21, acadia14projects_463as, 5b46, f5a7, d323, e1cf, dd6d, 7196, 48b7, 6648, 8e95, a004, 1500, sigradi2013_44, 2d19, 06da, 916a, f598, 8921, 36d2, 85d5, 8b00, 5e44, ecaade2016_241j64, ijac201614405p3, ijac201412405z8, d783, adc6, caadria2017_086o25, b1db, ecaade2014_011e2, be14, 5e17, 444b, de38, ijac201614402z1, ecaade2016_089b25, 60ea, 5997, d343, 6d33, d1b4, 2ba0, 6481, 3ad4, afd3, ecaade2014_023u6, f910, ed5d, 14bb, 8b76, caadria2017_056k19, 12f5, f2b5, caadria2017_096c27, ea66, 3520, ascaad2014_005d3, d991, 51d1, b716, 251e, caadria2017_016p6, 3dcb, 383f, e23f, e4cd, 4d80, c931, sigradi2016_455f, a5f0, 3bc3, d03f, 046d, f761, 8f3e, c541, 6ba2, ecaade2016_tkov66, caadria2017_031g11, 4fc3, ecaade2015_22t4, 03f2, e913, e79e, 9825, b050, f999, ijac201412203f2, caadria2016_033w2, 68f6, 6355, sigradi2015_4.219s6, 060a, b573, a298, 5007, 6a73, 281a, 4a27, sigradi2016_490q, 16da, 0dd4, 4a8e, e491, a10f, 9e24, 21f1, sigradi2013_194l, 87a0, sigradi2016_807mm, 8fc5, 34d3, acadia14_661b, 5534, 75f0, 6175, 8df1, fa90, 349e, a6b3, caadria2016_291r12, 8310, e107, b9bd, 33b8, 3859, 6754, 8d27, c58c, 5289, 7c36, sigradi2016_764d, sigradi2014_186e6, 2d2e, 9c2d, 73f1, f41f, 866a, 99ba, 63fa, b204, b77e, 84f0, 78f6, ascaad2014_026u6, 9471, 27a1, 64e3, 15d9, a3b5, afbc, ef06, ecaade2016_223s58, ijac201513205m8, 9266, 7830, 59c7, e815, 90bf, f4e1, 27f3, 7e7d, 77df, 43a1, d699, 4cfb, 26ba, acadia14projects_357ao, caadria2016_663p28, acd6, 4664, 1cd3, c80c, 147b, ebb0, ecaade2016_243v64, 8b1e, c78f, 1f2a, 3ec4, 3ddc, 5d0c, c412, 2b06, ecaade2014_024h7, acadia15_323w12, d5cd, 5d29, ecaade2016_002f1, fbf5, 2018, 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7a0c, ebf5, a57c, d420, 6518, 1b8c, 4016, dc28, 1463, 263d, de11, 88d4, 9974, ff3c, c3fe, 4875, caadria2015_126v20, e156, e319, e55c, b0d4, 543e, 4e22, 9238, cbf9, 036a, 83c1, 019a, 262e, 1dc6, c3f8, 4342, 5444, caadria2015_190i28, f61b, 8e35, ed66, 6683, 0938, 4481, ijac201412406f9, 1715, b186, 91f8, c9ab, 8343, e317, ijac201614405j3, 4af2, 39d3, 6e06, 83d6, 5d00, 9500, f6ce, 728a, 5028, ecaade2015_171k36, 4e7c, 3d2c, 5ba6, 54d0, c6f5, ascaad2016_009m4, bde2, 2951, 4f19, f40a, fe67, 7adc, ijac201614105w4, edb4, 23ae, ecaade2014_046o11, 6cb5, acadia14_33aj, 92ae, afa1, 93c0, 69a2, 611a, ed98, ijac201614105n4, ascaad2014_001j1, ascaad2016_028o11, acadia14_435ao, 739c, ascaad2014_021y3, 557e, 99a9, ecaade2014_044i11, c518, 9c0c, 5797, dd92, ebca, c64f, e6de, a48e, d077, cc74, f49b, ecaade2015_82z15, sigradi2013_62u, 3424, cfef, 7683, e342, 0462, 4a59, e34e, 2203, 24cf, c657, e04d, c92e, 9021, 177a, b558, 7b1d, 6206, acadia14_655aa, 5a4c, 5ec7, 6f3f, 4e01, 8115, ee19, ae6c, 6d87, f9c1, 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acadia14_347aj, f521, ijac201412403g6, ecaade2014_214r54, 501f, caadria2016_549k23, caadria2016_809h34, f304, ecaade2014_042r10, af96, 3181, 971c, 313e, ascaad2016_005c3, 9d6d, caadria2017_056v18, 1297, caadria2016_187w8, 6b70, cca5, 2a57, f668, 0677, ac62, bc36, dcca, 0ab6, 9e9b, 9d42, 1305, 08c9, ijac201614303i2, sigradi2015_3.345s5, caadria2017_048n15, c4f2, 4631, bb93, ecaade2016_047o13, ae50, 2883, d4fc, d7e6, 9886, 9be7, 9b99, 6ca8, ecaade2014_086l20, b3ba, 3a6e, caadria2015_049w5, a270, 88bb, 44ae, b164, 0709, 956d, b1af, cddf, acadia16_62z4, 76ea, d725, sigradi2016_654d, 6440, a354, d342, 6a6b, ecaade2016_068l18, e622, 6ba9, 0f61, 3be6, e1d3, 3b19, 1a50, 6deb, 0dec, 69bb, f9d9, acadia14projects_33aj, acadia16_62k4, 0ad5, 457f, f1a9, ascaad2014_021a4, 9a04, acadia14_43aj, 4251, 3a53, 3d03, e0c0, 99dd, 772f, caadria2015_188z27, ecaade2014_143s32, d6c0, ijac201513103x2, bf94, c512, sigradi2013_390c, 6de5, e659, aecb, ascaad2014_024u5, a433, 5187, ecaade2016_119n32, 1de4, 0d8a, 2c94, df91, 4f27, 4382, 26c4, a8ce, a7f6, sigradi2015_11.142f25, 2d6f, da20, sigradi2013_285d, sigradi2013_195, b0af, f9f8, 9d57, dfa9, 506c, caadria2017_057t19, 3416, acadia14projects_339al, c70d, dfa3, 2da2, 0198, d856, 7118, a2d2, 8dd5, f140, 1ef7, a02d, caadria2015_172y25, db60, 0eb0, 1097, 7943, e19c, sigradi2015_8.264h14, 651f, 1626, 9e70, ecaade2016_225f61, 7161, caadria2016_333p14, acadia14_473ad, c173, d884, c659, ecaade2016_bkon65, 4e0a, 85d8, ecaade2016_127c35, 50c5, 2f8b, 0c27, 8c88, 9766, 0985, 8cf8, 91dd, e52f, 005b, 8754, 1836, sigradi2016_443yy, e056, e824, 8775, 6bf7, 5b49, 5955, 987e, sigradi2014_099v8, 367b, 3f6c, ascaad2014_019i3, df6f, 46a6, caadria2017_040h12, 77d4, sigradi2015_8.328p15, ab22, acadia14_311y, 22cb, 32ec, sigradi2016_764e, 8a98, 088c, 85ef, d101, eb4a, 760e, ecaade2015_171b36, ca88, e60b, sigradi2016_364jj, e4da, 7f57, 332e, bd6b, e33e, caadria2017_174p42, dd9a, 763c, d67e, 4c52, ecaade2016_129u35, ijac201513303n11, ef57, acadia14_463j, c53b, e001, 1c67, caadria2016_745d32, b855, 36a7, ecaade2016_119l32, 3b1c, 6c66, c520, 7d87, ijac201614102x2, caadria2016_167i7, sigradi2014_032k2, db3d, 5398, sigradi2016_479dd, ijac201614208k14, 726c, 0e25, acadia14_609an, d08b, 784e, ecaade2014_035w8, 2249, db4c, ecaade2014_162t39, fff2, 7e3d, 8c8c, d68c, ecaade2014_146p33, 7fa5, d647, f98f, ecaade2016_043b12, ecaade2015_138k27, 6303, bdc1, 4530, sigradi2016_695p, ecaade2013r_009a6, cc8d, 7db1, 14c7, d70e, 6cb7, ecaade2015_86o17, 9fdc, 2b6f, e7a7, sigradi2016_602c, b8cb, 61a8, b200, 3e37, d94e, acadia14projects_311y, 3908, caadria2015_208e31, e280, caadria2015_119c19, acadia14projects_517t, ecaade2014_018y4, caadria2017_163b41, 4d57, 8150, eaeb, ca62, a2de, dae8, bc15, ascaad2016_038s14, acadia15_417b18, 35ed, 0cd1, acadia15_343n14, aeeb, 67e3, 393c, b688, 7b4c, a6fa, adf5, 55af, 4e39, e684, d1b5, 2799, afc1, dc49, bee9, caadria2015_081m12, ecaade2014_201a52, e404, 773c, 9ecb, fe15, acadia14projects_135i, caadria2017_008y3, caadria2015_139u22, acadia15_47e1, 572f, fc28, 80bb, caadria2017_017m7, acadia14_301d, 5c19, ecaade2014_147z33, sigradi2016_421qq, c0eb, sigradi2015_6.183m8, b8b8, 781f, ecaade2015_11b1, db25, ecaade2015_59f11, d1c2, sigradi2013_407j, ecaade2013r_018y9, ecaade2014_153h37, ecaade2016_023x6, 5a88, 08a8, 8ea7, 0ad2, cf6b, caadria2017_142u36, d86d, ecaade2014_149c35, 47ff, 2094, d02f, sigradi2016_421xx, 2875, b4d6, d543, 7db0, 41e8, ecaade2014_137c30, ddbf, 53d6, ascaad2014_014t8, 3d0a, b8d0, 3fc8, 0428, 928c, b426, ijac201614207p12, dfba, 20fa, caadria2015_213p32, 508b, ascaad2014_017l1, 1920, cf2d, ff7e, ecaade2015_38o7, sigradi2015_8.189o13, 8c9d, 711d, 5f3d, caadria2017_021m8, ecaade2016_072p20, ascaad2014_026r6, 3e74, ascaad2016_045g19, sigradi2016_659x, 9321, c242, c801, bef0, 16a5, 81f2, ddcc, f7b0, 1928, 2b60, caadria2015_048m5, c621, 1e5b, d27c, 7a52, b4cf, 5fee, 0e49, 81df, acadia16_344h21, 535f, 19f5, ceb4, 33e7, c41d, 3589, 158a, 2238, b0e2, 17a4, 2bf8, d942, 98f6, 6423, af87, 3739, acadia14_619am, 3efa, acadia14_609ae, acadia14projects_317u, 6f87, caadria2015_023c4, ijac201614207h12, fb49, 596d, ee86, 8e87, 82b1, a99a, cde6, 8451, 7d85, cc5a, b6e5, 8ceb, 9d0f, 50b2, 065e, 40f8, 2ecd, 970c, ecaade2014_157u38, ecaade2014_168u41, 101e, ecaade2015_268w58, caadria2016_219g10, 95c1, 00b5, sigradi2014_048a5, effa, caadria2016_819z34, caadria2015_032a5, 07f8, da89, 3fe7, ac83, bda4, 97a9, 982c, cf28, ecaade2016_067g17, 8071, 5ecd, 5413, 4e6c, 6162, acf1, a2dc, 01e3, bf32, ijac201614104x3, ascaad2014_015u8, e9c5, a49b, 85ee, 6bb0, cad7, feff, 3225, 486c, 6f46, c2dc, acadia16_470o27, ecaade2016_127g35, 7917, 301e, 2d76, 569d, d3e8, 9707, 3227, 1e66, 828e, 6dd1, 66b1, 80ad, 571f, ff90, 0a1b, 30f4, 6a8f, 01f3, 34a5, ecaade2015_317z68, ecaade2016_018x4, 1a66, e500, 5afe, fd4e, b1e6, sigradi2014_313r5, e9c2, a8a5, 3ae0, caadria2016_055r3, 82ce, fe73, 4ed3, 795d, 1269, ijac201412203a2, 43b4, 67ef, a036, a356, 7c52, 0bb7, bde1, f769, sigradi2014_057t5, c72b, 9891, c2ee, caadria2015_233f35, cce1, acadia14projects_627at, cb21, a802, 60e9, d8b6, sigradi2016_756b, acadia14projects_101ao, acadia15_137w4, 5a4b, 1aca, 1251, 31df, caadria2015_208c31, 29b0, 58b3, 4e97, a5d2, 7e0c, 529c, c7a5, 1c5d, d965, 7b5f, b00c, 9c4f, d3cf, 4319, 180a, af22, ec77, a9f9, caadria2016_135e6, 7d38, 0726, 02d9, 916b, 49bc, 1777, 51b8, ddff, 7d57, bb2d, 0cb7, 5c2f, 2eb2, ce88, acadia16_344v20, bb43, d7e2, cf72, 5644, 33c4, cb4b, 540c, 8417, b427, ecaade2016_043d12, 2d88, a96b, ab7b, 76b0, fbc4, cf92, acadia15_343s14, 67df, 3d57, 754e, 91d8, 647d, 9527, c274, e606, a842, 6832, e334, d416, 68aa, ijac201513103v2, fc52, 75e3, d59e, f1d3, f99f, b8a9, e245, acadia14_445ad, acadia14projects_229g, a4f0, 96bf, ijac201513102f2, c583, ijac201513102x1, cd45, a461, 5ce1, 9962, 3bd5, 2116, 423f, 7f7a, 40f1, eabd, 206d, 6678, 785f, 74eb, caadria2017_081u24, 993c, 3777, b27e, ecaade2015_229y51, ascaad2014_017x9, 0ee5, eea7, ijac201614301e1, 85bb, 90a8, ae13, 7b1b, ac11, b339, 4ef5, f2d5, 0876, sigradi2016_659s, ecaade2014_016f4, ef49, 2ed5, 3fe0, bfea, 0919, sigradi2015_sp_2.112i29, acadia15_173z6, 81c6, a788, 7d5d, c525, ecaade2014_060z14, 225f, d9aa, 7500, 0d3f, 3865, 5275, 95c9, 9992, bf20, 764d, eaae, add0, aac0, 4d11, 98dd, 5928, 382e, 74e5, 687f, 0270, ascaad2016_038h14, 8382, 6fcb, 84c7, feeb, 3e44, 35b6, 6026, 4368, 586f, b2b0, ecaade2015_302g66, d7a0, 96de, 8158, 46e9, b5cc, 6371, 288c, 540f, caadria2016_673y28, 260c, 242d, sigradi2016_815kk, ascaad2014_008x4, cfe8, 6ceb, aee1, 4e4c, 0162, d568, 4e43, a22f, 2f7d, 2eb7, 80ae, f4a4, sigradi2013_54r, d534, 06be, 6c6e, 80dc, acadia14_145ah, sigradi2014_345x8, a0f0, ecaade2016_102v27, ef41, ba4b, ef6b, c2df, 9d9b, de86, 2e43, f8e1, bcc4, ijac201412302n7, 8866, 9f06, 3d23, 4d90, d817, 0781, c8b8, d48f, 0e79, 6dd2, 972d, 0b85, 9c7a, 4782, ascaad2014_017u9, a328, 907b, cf0e, a48f, 2824, 8e2d, 558b, a98d, d4c8, 4d10, f53b, 2846, acadia14_523as, 8996, 5c91, 7dd3, caadria2017_113b30, ascaad2014_017c1, ascaad2016_047z19, caadria2017_135i36, 2fe1, fc09, 00e9, acadia15_161g6, a512, d73b, a948, caba, f71b, 2770, 304d, 3d7e, caadria2017_109b29, 7dd2, 4690, fde2, 566f, f607, bb26, acadia15_57e2, caadria2015_070v8, acadia14projects_549p, 9fe2, 6ac6, 1d51, 2e06, 2c2d, 99ae, 6fb1, f905, 0fbc, 76ba, 1e3f, e4f8, caadria2017_149j39, caadria2015_012d2, 3c20, ecaade2015_53u9, 9422, 84b1, 7526, 48be, d6bf, 5653, 7f24, 74c1, 52fd, ijac201412408n1, 4ede, sigradi2014_339w7, 08ad, 3979, efb9, 80a9, ecaade2015_59k11, 3f99, caadria2017_070j22, 149c, sigradi2015_11.71h24, ascaad2016_027v10, a25d, acadia14_601x, 6a3d, 405e, 3139, bbbe, acadia14_479h, 085d, b8ce, cc48, caadria2015_014o2, acadia14_609au, f515, 694c, 8acd, fd3b, b3a6, ijac201614102m1, b54d, 20f3, ijac201614405d4, 85e9, 86cb, 44e1, 4093, 771b, acef, b132, e240, 00f2, ecaade2016_158l43, 74b4, a6c4, 8e2a, 5cdc, 0bdb, 0493, 513b, 1782, 869c, 6cc9, 22cc, ecaade2016_007f2, ecaade2014_078t18, ascaad2014_018b2, ffde, a67a, 1fea, 5796, 9f78, e031, ff0b, be82, 49b4, ecaade2015_237y53, d787, 983c, 399e, ijac201513104w3, 9465, fb6b, 551b, 12b7, 2351, a619, a2f7, d243, 320d, 6ad9, 9f54, 5e6e, 2910, 7122, 5af9, acadia14_627am, ijac201412204x2, 8456, e2c5, c78e, a35f, 5610, 0f24, 54a7, ijac201412304y9, 735a, bfcf, 9b3d, ab99, 5429, 2b73, ed9f, e831, 0166, 4f77, 60d3, cb9a, ecaade2015_155s32, ecaade2016_067y16, f5c2, b1d5, 5096, 84c2, eb3a, acadia14_565ac, 6f75, 1a3a, 5b77, b409, b94e, fd84, 1755, 11ce, sigradi2014_201d7, 579c, d377, 0d75, ijac201412302f7, 2a39, ecaade2015_280w60, 5514, bec2, 8309, caadria2017_037b12, 4f32, 8af7, acadia15_137b5, acadia14projects_609aj, acadia14projects_435ay, ecaade2013r_020m10, f08c, a50d, 5d6e, 8776, 142c, 577a, sigradi2015_8.47f11, 1c2a, 1518, 330b, acadia16_54v3, 4933, 7b1f, caadria2017_023t8, 6d59, 69dc, 8c96, 3ba0, d3d5, 3696, e11c, 388d, 50ec, cbb2, 1d1b, caadria2017_046r14, d72d, acadia14projects_691ax, 792d, acadia14projects_153al, sigradi2014_151f3, ecaade2015_301s65, 7109, d80f, caadria2017_057d20, 15ef, ecaade2015_169e35, sigradi2014_197t6, sigradi2014_041a3, 4e52, 3f3b, 0da6, caadria2015_124z19, 3d77, ijac201614407p4, 8c1a, 5dc8, 4ef9, 529b, 605d, dabd, ecaade2014_015s3, b459, 42c6, caadria2017_124w32, c5f8, f80c, f1d4, 0aa3, d2f0, acadia14projects_627aw, 07ee, sigradi2013_400v, c0e7, 4fc1, acadia14projects_637ah, e888, bbe9, acadia14projects_117ax, sigradi2013_400a, 9e96, 82c3, f33f, 2063, 0b9d, 7e7c, ascaad2016_012n5, 029f, 86bb, 1978, cd26, 20e5, 4462, 2214, caadria2015_209c32, acadia16_478g28, a769, 6815, 2e24, c731, 379e, 2466, 21e1, 1bb9, 6166, d1c5, 6da0, sigradi2015_8.289a15, 31d8, caadria2016_013a2, 5b90, d0b4, 87d9, 3b46, 41a5, 4e69, d62b, ecaade2015_251n57, a60c, sigradi2015_11.142c25, 87c2, acadia14_317w, 3210, e8fa, caadria2016_703f30, sigradi2016_602i, bd1f, acadia16_12v1, c49b, e0e1, 7be3, ba1e, c1a9, e541, ecaade2014_120h27, 214b, acadia14projects_145u, a84a, 86f9, 6de2, ceb6, 5838, caadria2016_601o25, ascaad2014_010p5, ecaade2015_130g26, 1f43, 98f9, 9077, 2791, ijac201614402w1, 7840, 5036, caadria2016_861u36, f606, fdc0, acadia14projects_375b, a1cb, 567d, 5294, 8eda, cdf8, ce5e, ascaad2016_006g3, acadia16_140x9, 2453, bf25, ecaade2013r_003y2, 468e, 755a, 49ac, 1055, b295, e28c, 4a9a, 10ee, fc29, 7560, 56c9, c72c, 8b30, 573d, bd9b, 6168, 7fe1, ecaade2016_225k60, ecaade2016_016g4, sigradi2014_345f10, 7611, 6a2b, 0079, 5cdf, 3857, 921d, b075, ecaade2014_012u2, c681, 575a, 8ab2, 51ba, caadria2015_172b26, ac6f, sigradi2014_132v1, a2b7, e21c, 492e, d673, 3471, 0ac8, acadia14_601w, acc6, ca3d, e1b2, 9aa9, da4b, e791, 319c, ascaad2016_059p23, ijac201412204a3, 2964, cd7d, f07b, 33cb, ecaade2014_182a46, 0baf, d7b6, ascaad2016_046j19, caadria2015_220e34, ecaade2014_049a12, 477b, 031f, c9d7, ecaade2014_072u17, bfc3, 73d1, 5e62, 45bc, 971b, 7140, dbc1, 91a9, 796f, f15e, ecaade2016_151f41, 4478, c488, daa4, e3d0, ijac201513102b2, c06e, 7657, d2c2, caadria2017_029n10, a29c, 79dd, 6ade, dca7, d37f, fe58, 8075, ecaade2014_206i53, d4e7, adbe, 59af, ed4a, 62c5, 9622, cf4a, 0ea3, 2696, e236, acadia14_661l,