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 Gero, J.S.
year 1998
title Concept formation in design
source Knowledge-Based Systems 10(7-8): 429-435
summary This paper presents a computationally tractable view on where simple design concepts come from by proposing a paradigm for the formation of design concepts based on the emergence of patterns in the representation of designs. It is suggested that these design patterns form the basis of concepts. These design patterns once learned are then added to the repertoire of known patterns so that they do not need to be learned again. This approach uses the notion called the loosely-wired brain. The paper elaborates this idea primarily through implemented examples drawn from the genetic engineering of evolutionary systems and the qualitative representation of shapes and their multiple representations.
keywords Concept Formation, Pattern Emergence, Representation
series other
email john@arch.usyd.edu.au
full text file.pdf (104,254 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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acadia14projects_75b, e956, 3078, 6caf, 876d, 6126, acadia14_655z, 60fb, f6f8, 785e, 2291, daf9, acadia14projects_111o, bc2c, 24b3, 49aa, a173, 41d5, ecaade2016_118s31, sigradi2014_266f2, 8654, 6139, 8805, 4eb6, caaf, 51e4, 6bf8, 3e33, 29c9, a80d, eb81, 5e13, caadria2017_070g22, bda6, 61a0, 03b4, caadria2016_683s29, 2b84, ecaade2016_224v59, 727c, 6afe, 0cf5, acadia14_347ah, bd70, 0ec2, e24b, eacb, acadia16_280j17, acadia15_211r8, 1538, 060a, 9449, caadria2017_040j12, c862, caadria2015_246w35, 932b, 30da, 018d, 57ba, 1773, caadria2016_497y20, 952a, sigradi2014_186a6, 6373, caadria2017_109a29, b02a, 3d97, 7da8, e497, f487, c737, caadria2015_114k18, e257, 76a6, 6034, 336a, 690f, a1f2, d85e, a12a, 411a, 8c7d, sigradi2016_356h, c792, 18b6, 5ab5, 4e16, sigradi2013_342o, caadria2017_158z39, 5c68, b6cc, a774, ijac201614202j8, 30d1, fcb1, ecaade2014_035w8, 942e, e6b0, 42bb, 923a, 97ed, 40df, 5388, 41e0, 1b83, ecaade2015_284u61, f253, 6196, acadia16_478g28, 50d0, 2542, caadria2015_060p6, 6edb, 3a87, 512d, 4fcd, caec, d55e, a3db, c94a, sigradi2014_152s3, 8f65, 1adb, ecaade2016_067w16, 991a, 1329, ddc7, 1f0a, 8632, 2877, 6242, dcf6, caadria2017_175a43, ecaade2016_078d23, caadria2015_162z24, 74a7, 9181, 1db9, ecaade2015_116n23, dc9c, 57cb, 0b0e, ecaade2013r_005j4, 5a90, caadria2017_018p7, ff5b, 52ee, 3499, c734, cf05, b533, ff6f, 0edd, ecaade2015_194c41, sigradi2014_178h5, f3f2, c44c, 67fb, fce5, 2ae2, caadria2015_145u23, ijac201513303v11, a33c, 9f45, ff22, dd29, 0aa0, 68f2, 4d61, f035, 90df, b52d, e7d6, e230, 92a7, 4bd2, 10c5, 8dca, ecaade2016_230r61, 4f5b, c631, aaee, sigradi2016_801z, dfc9, c7a4, ecaade2016_152t41, d1c8, 9a7e, 1a48, 91be, 6bab, ecaade2014_224b57, a55b, ecaade2014_010e1, a1a1, 9c68, ecaade2014_121r27, c56f, ecaade2016_230c62, a0c6, ed73, 44f1, 98b3, 4302, 1982, caadria2017_135f36, ecaade2016_239w63, 7374, a2f6, acadia14projects_609az, 0282, 5d86, c18e, 9e28, 1f2e, b481, 7556, 6a34, b127, b5f6, ascaad2016_036b14, 0b91, 24fa, 7621, 9948, d501, 0e70, 29c4, sigradi2016_431v, 5ba8, ecaade2016_217w55, 705d, a639, caadria2016_517g22, caadria2017_122n31, 5fa2, b58f, ecaade2014_177s44, a18d, fddf, 93d2, d4eb, sigradi2013_386n, 68d0, ec32, 3eca, acadia14projects_555e, 6618, a97e, c7e7, 4d2c, 655e, 991b, 0fef, 31cb, 4991, 9568, f9c1, c4c5, fb94, d4c4, 5a87, 9dd2, be82, caadria2016_435k18, 19d2, ad74, 2d86, e6c6, 2450, 507c, caadria2016_301l13, c23a, 2217, 9654, 2d2b, ascaad2016_057l22, 76f3, 38cf, 94ec, 0a51, eb9c, 4ed0, be80, acadia14_661l, ecaade2016_120c33, 807b, 2e8a, 2965, 1cdd, c5c0, d707, caadria2016_095r4, ecaade2014_057m14, c4ab, ca1c, b4ba, bbc1, b544, acde, acadia14_463aw, b1cf, 6cbc, ecaade2015_333d72, 7bf6, 8a05, 9dba, 2bfc, 8b20, ea01, 859f, eb1e, a491, 1416, b60f, e80e, acadia14projects_145ab, f749, 7dfc, 1b3f, 0b63, ascaad2016_007p3, 42c8, 202e, 1a62, 5942, ed8a, b01e, caadria2015_086n13, 0078, 05e7, ijac201614309f6, 4472, 0737, 5ac1, 0280, 8916, ecaade2014_012u2, acadia16_402r24, 96cc, abcf, caadria2016_281f12, 0da3, e571, c837, 05c3, 7359, 59ac, f0cb, d852, fd49, 6eed, sigradi2014_345o8, 13bb, 0fc8, 32d7, c467, dc3d, 3012, aa60, a88b, b557, bedb, ecaade2015_193j40, 05d7, 1b31, 2f6f, 87a5, 18f4, 4072, 21f3, ecaade2015_301v65, cb02, 0852, ba73, aee4, 3fb9, 4aa3, 34d6, d683, 589f, caae, 7dab, ecaade2015_73i14, 367c, ecaade2015_173h37, 9c13, f6f3, db70, 4eae, 8771, acadia16_372y22, f2c4, e915, b7a4, 2709, 8b3e, b4bd, sigradi2015_sp_2.112f29, 2d90, fdaa, d21c, 3615, ab2f, fcc3, 6322, 518b, e0e2, 05a9, 0c2b, f323, f92d, 7e9d, 7c10, a0cc, 61a8, bc7d, ea9d, dd50, edc7, 5636, f751, ecaade2016_154y42, 52d4, f2ce, e369, sigradi2016_592y, eb13, 0f82, f4fb, a0e3, 6243, e8a9, acadia14projects_619ac, 131d, d433, 8e6d, 8fb9, ecaade2016_118w31, 14c9, 0814, caadria2015_030g4, 074b, ecaade2016_tkoi67, 4843, ijac201412408p1, 31ff, c898, 459d, sigradi2013_138s, 9fbc, 9c90, cc78, acadia16_470l27, f87b, ccbd, ijac201412402k5, c942, ba2f, dca7, 99a4, 5c52, b606, caadria2016_405f17, 3ebd, 776e, 3daa, 5223, b89a, acadia15_407h17, 7391, f60c, aab9, 61a7, ecaade2016_162n44, acadia14_655ae, caadria2015_206o30, 3b5e, acadia14_671u, f3fb, 36f6, 60fd, 2a18, 2203, de0a, 54a1, ecaade2015_175o37, b948, fbb3, 351e, 55ba, bfec, 8406, 15c9, b287, 5a73, 55f4, f4c0, sigradi2013_101, 1135, 5753, fc09, 122c, 501b, 7040, 3708, c9b0, ac14, 77c3, d547, 5911, sigradi2014_222k8, f358, 6bd8, bb2c, 9390, 8bb0, e5e6, 4620, 83a8, ecaade2014_111d25, 8813, 3bab, 3ff4, acadia14_247m, af2a, sigradi2013_244r, eaa3, sigradi2016_558p, 804a, ascaad2014_010l5, 301e, 7cf8, 5723, f4c2, 6e07, 957d, ba25, sigradi2015_3.221z4, 4949, 584c, 0f10, 6d70, 6d61, ecaade2016_018f5, 0357, 86f9, d180, b541, 8e66, baac, ijac201513305j12, ijac201412303c8, 6a25, a8f0, b7f7, 541c, 22bd, 171c, 3215, e04e, 4943, 0fa5, adec, 96a8, 91f2, 6222, f667, dc9d, 226b, ecaade2014_080g19, b053, 0055, ecaade2016_083b24, 45ee, ea07, 2022, c16d, ijac201513304w11, c189, d0a3, b4b7, acb6, 98dd, 4610, 9a6f, 5e31, 9833, 7fe2, 3085, dcf3, caadria2015_150b24, bebf, 3a37, ff7c, 0a89, 1b40, ffbb, acadia14projects_339ah, e052, 2409, 9b81, da20, 8499, 709a, acadia14_347ag, 8a93, d0ca, caadria2017_043g14, 7171, 4377, be0f, bd25, 0454, 0db2, e6aa, 818d, 90dd, 08b7, ijac201412307j3, 72b4, 94c6, 074a, 4241, sigradi2013_243s, 8e3c, caadria2016_755i32, 9d62, 83ca, 0e0b, ecaade2014_240p62, 44fa, 46be, ecaade2015_269n59, 6b50, 3e93, d88d, 2ad3, a429, fb2a, 4465, 5c78, 4b13, 3256, acadia15_57b2, 7326, d763, 9f29, 3017, e285, 757d, 035d, 4161, 0cfb, 2fa4, 740a, acadia14_43ad, 8e53, bad4, 7147, 9184, 9416, ijac201513103p2, 2db2, 9d8c, 72f0, 1db2, da77, caadria2017_129m34, 7e67, 31be, 3d91, 839b, fef2, sigradi2013_183t, 8573, 972c, e600, 60b6, 9d26, 68d3, 8288, 4680, 4fe6, 7614, sigradi2016_430o, f361, 2eca, 11bf, 9f03, 5d73, 53ce, 70d1, sigradi2013_387d, acadia14_153am, 1ddd, acadia14projects_247s, 0148, acadia14_339x, c5a9, 8412, a035, 7cbd, sigradi2013_183d, 5fb0, 7fb8, 29d6, 3e47, 6e1c, 8f85, f27c, 7233, 6ce0, c8b7, 66a5, ef42, ascaad2014_033e1, 3942, 2f12, cb4c, 3a97, 60b4, e469, 81f1, 3cca, 29f7, b423, 49bf, 5ef5, ecaade2014_168g41, d2b2, 3b47, d5a5, 2e51, eb92, c115, 239e, 2a3a, 2f7c, 9641, ecaade2015_314k68, f03a, 6892, 781e, ecaade2013r_006w4, acadia16_34d3, effc, ecaade2015_297x64, 59f7, d588, a3ff, c172, caadria2015_218o33, 8c90, ijac201614208k13, 0307, 87fb, caadria2017_052w17, da30, e5ce, b9ce, 25d9, 26f6, f783, 9500, bae3, ecaade2015_180b39, de52, f5d5, 0130, e60b, 620f, 2845, caadria2015_012h2, 3ede, 0356, 18d9, ec92, b3c3, 6165, 0458, 2575, caadria2015_156l24, 3e4b, ac1f, 9fc6, 098d, b94b, ecaade2016_102p27, fdc4, 4868, caadria2016_003k1, a6c9, acadia14projects_347ar, caadria2015_124s19, cd98, 3b9c, 3dac, 85a3, ecaade2015_221u48, 0f5d, f635, 0a24, f5e3, 0033, b72a, a077, b03c, b774, 1f1f, ecaade2015_103o20, 45e6, 942d, 21b7, ecaade2015_207f46, ijac201614102u2, ace4, 67e6, 1646, 4a2e, d143, 27d8, 1766, 292f, faf6, ijac201614201u6, ascaad2014_012b6, 2662, 165b, 1c19, af49, 9f4d, 2b66, c2f7, 725b, 2b78, ecaade2016_193n51, 89cb, 2702, 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sigradi2016_639ff, f11d, 1c36, 567f, d58f, 38b7, sigradi2013_429i, 8300, fcdb, acadia15_95f3, 11ac, b320, b550, 678b, 8b4d, c146, 0731, 9baa, caadria2017_163v40, 2120, 7f37, 2da3, 2255, sigradi2016_441mm, acadia14projects_347as, 97d5, d60c, ac51, afdf, ijac201412406p9, 3864, 3484, acadia14_199ad, 11cc, acadia15_451t19, a847, 6abe, ecb2, 9726, 9ad6, 3c24, aed8, acadia14projects_619an, 3703, 36e1, 4037, acadia14projects_681ai, acadia14_435ak, 04ef, ecaade2014_153z36, ecaade2016_134c38, addf, 9827, e491, ecaade2016_011h3, ecd9, deab, caadria2016_003m1, 65ac, 2928, 7934, 1baa, 28f7, acadia14_153az, 0b85, 54cb, sigradi2013_305, a076, acadia15_161n6, a129, 5bdc, 93ac, 8a2d, 378d, 765b, bb99, cedf, ijac201412303m9, 147a, e696, d41d, dac9, c62c, 8a10, 3c2d, 826e, 61ec, 2984, caadria2015_016i3, 50be, sigradi2013_28j, 68b8, 5b92, f01a, ced1, 177e, ecaade2015_158w32, 85ec, acadia15_371m16, 20ec, 55b2, acadia14projects_177ad, 4627, 3a1a, 9e21, f57d, 3a51, 1b2a, e2d0, 0497, be5d, 7e8f, 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54f8, acadia14_223a, 2bc8, 1435, a74e, bddf, 47ee, b62d, f5bd, 713b, 38a1, a888, f84e, c3ca, 8d7c, c683, f44a, b226, sigradi2013_359, c39e, a377, 5a23, 7514, ad2f, 5203, 8d96, 0703, e987, f390, e35d, b104, ijac201614202l8, c593, b860, 2733, d079, ecaade2016_152x41, sigradi2014_032n2, c604, 0b66, 201f, sigradi2014_345d9, 41ba, 5d53, 205c, 5714, 12ec, b9db, c507, 900b, 13fd, 0005, fbb5, ecaade2014_111z24, dcd2, 10a8, 01cb, sigradi2014_339c8, fdd7, dcb8, 4516, sigradi2016_621ee, 7341, d7a8, 40e9, 6ce6, aa94, 26a2, ijac201614105f5, 8b73, 4d9a, e61d, eba4, f359, 2afd, 1099, ff55, 8343, 5216, 198e, 0b4c, 3a1c, 4711, 3bd4, ecaade2015_180t38, 87f6, 430f, edab, 5dc4, fd77, 6352, b5b4, bf67, ef6b, f006, a36a, d288, caadria2015_130f22, ef77, sigradi2016_537ww, bf04, d31a, 2738, acadia15_232n9, 6bff, 1f1d, 0638, a10e, ecaade2014_011h2, ijac201513101e1, ascaad2016_033g13, c2b3, b3ef, c77c, 99e9, d1d3, f08f, b11f, d071, 426a, c516, caadria2017_015w5, 84fa, 7622, 9ad8, 1527, 8260, 3e9c, 2b0f, fb5d, 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0bc6, 24e9, e5e5, 2f69, 6899, 61fc, 9a44, acadia14_43ai, e808, 71bf, 9daa, 9380, ea2d, caadria2016_767v32, acadia15_195x7, 971e, e520, af0d, 51fe, 4a35, 1cc1, 9d02, a812, 4e7e, 3ca0, f538, 54e4, 81a1, 1392, ea7a, 73f0, d1f7, 6c94, 5f32, 7cae, c4e0, 9711, b6b1, e705, ecaade2015_256c58, 33db, e560, 3f54, 70b8, de1c, 4683, ecaade2014_011b2, bf50, 9f94, ecaade2015_61i12, f59d, afaa, ecaade2015_171m36, 92ad, 2954, 0053, 2c6d, 7fc6, f1e8, 66c2, a6cd, 4ea9, 7188, 1a75, bd62, caadria2016_549p23, dd63, caa0, 4950, c77f, c21c, 3d3b, sigradi2013_289k, e53a, af9f, e78c, 4614, d64a, 3d8f, 4525, ff2e, eb42, caadria2016_839n35, b099, 7ce8, c003, 09a0, ecaade2016_154i42, 83e3, d0a9, 344c, 0367, d395, c2c6, 5d27, 2099, d050, 34df, d63d, e851, 8155, sigradi2013_330, 2677, 8aae, a836, caadria2017_018r7, fb80, aaad, 0527, ecaade2014_186d48, 68ca, 604b, acadia14projects_479o, eec3, acadia14_463g, 1ba7, 58aa, ecaade2014_127m28, fdf1, ecaade2016_tkop66, 724b, 0aa6, a53d, 747e, cc86, 30e3, 2eed, 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caadria2017_105g28, 3ee3, 81ec, ecaade2015_261k58, ecaade2014_012n2, 253c, 5919, 4fd2, c3b9, ceb3, e5fa, caadria2016_611e26, 90a4, 1abf, 1700, 91b9, 7874, bfd5, 6f13, 5768, acadia16_344z20, eed1, a485, 127a, e534, 78a8, 1fb5, 7e3b, 6fcd, a662, 1af4, caadria2015_203g29, caadria2017_101n27, 4b09, sigradi2013_117j, 8ed2, 9724, b47d, 758d, 69b9, 391b, 309c, 7281, 86a7, 3925, e623, e142, ecaade2015_116i23, 4490, 3486, 0d8f, 8914, afec, 309a, ijac201513101s1, d333, 2dd9, 4c2d, caadria2015_137m22, fed0, 08a7, 9b18, 2fb5, 282f, a510, 8caf, ab4f, b944, b166, ecaade2013r_018h9, ecaade2014_023n6, sigradi2014_042n3, ascaad2016_049v20, 4ea0, ecaade2014_168y41, 6d3b, acadia14_637ae, a2d9, 6488, 7586, e578, 57e1, 96ad, 730d, 1476, 9edc, 2069, 4761, b035, 0a31, 1367, f9e2, bbb0, 7dff, 0c5d, 0ffa, 672d, d820, 8844, 55ea, 3324, e1f7, acadia14_719m, 251f, 471d, 2b19, 1e64, 0e9b, 79a4, a672, 5635, acadia14projects_317y, cba5, ca55, d52c, ad6f, 8d07, 444e, 2a0e, 228f, 2939, 5031, 40a0, 1ab1, 7460, ijac201513202i6, cd37, 5d20, 22c8, 0ee9, 3d75, 930e, e6db, 7b45, db00, 9f97, 4dbf, fa90, d02b, efea, c2b1, caadria2017_016f7, 01f0, 72e3, 4580, bb69, 22c3, bb4b, 87d5, 6745, 81c4, 7641, a871, ecaade2014_138x30, 76b2, fc40, 09d9, 65f0, bd82, 704a, 044f, ecaade2014_127n28, 7f48, 7bb5, f2ad, 0de4, 1e8c, ecaade2015_240s54, 4d40, ecaade2015_314g68, acadia16_224d15, 76ed, 1e3a, 6898, acadia14_531k, 2668, 8678, 1fe8, f62f, d2d0, c3cd, 6564, e3dc, 3f66, eb99, 41a2, bd05, 74c8, 7a47, 065c, 760d, dda5, 87da, 4547, bf9d, 6771, 519e, 2310, 4c55, 2f4c, caadria2016_415u17, 36bc, e84c, fa41, 6f12, eb07, 0096, 40d6, e8a4, ed0d, sigradi2016_426b, 350e, 2536, 6f39, caadria2015_090f15, bb55, cd1b, 6060, 9ff3, 371f, b3b2, 506d, aa1d, 2379, 23ec, e8db, acadia16_154f11, 752a, 76d9, sigradi2016_550i, cdfd, 2865, ecaade2016_068h18, caadria2015_090w14, 64da, 2814, 18fb, 3dc3, 6b4d, b194, 4ef1, dd75, sigradi2013_243c, c0c3, caadria2017_124u32, 5742, 8b51, 58db, ecaade2015_194y40, f4a2, caadria2015_096l15, 4723, ascaad2014_017s1, 18f5, 0d47, a9ea, 28b0, 3aed, 89b3, 4dd7, 45d2, ecaade2015_17m2, 27cc, b5d7, 3737, 4533, b4f7, 78ad, ecaade2016_mrtg66, e943, ecaade2014_139e31, 90b6, c4e5, sigradi2014_276z2, sigradi2015_10.74s18, ijac201412408y1, 7acf, d532, 090b, 0f87, 9d8a, fc6b, acadia14projects_75a, b314, e417, 4315, 7be8, b454, 247b, 8381, sigradi2013_243b, 1cec, 7217, 5b05, 7f59, cb00, dd59, 4ef2, 3f6f, 247a, ed3b, 5814, 3d72, f560, 56ee, 1c09, b247, c505, 15c7, 118c, 22b8, be83, 9297, 25a6, ecaade2014_208c54, 3f75, 4fda, 49af, 8047, 8784, c11f, 72a0, 11fb, 650e, 2912, 6e2a, 2c86, ijac201412206b5, ecaade2014_199y51, 2c39, c340, ascaad2016_042s16, 121e, ee85, 2836, ccd6, 018f, 80f5, acadia15_343a15, f298, 30dd, cea9, 4c95, ecaade2016_123w33, 8f2b, c041, a502, ecaade2015_143r30, 4aef, f8c2, 74ca, d457, ijac201513102f2, sigradi2015_10.309e22, 8d58, c221, 1659, 7e06, acadia15_123x4, e9ea, 0986, 6e64, acadia14projects_281ad, 20ac, f586, 48c0, 8f8f, 73df, 59ae, ecaade2015_11c1, fe6c, ecaade2016_104t28, 8d2e, 6924, 7c92, ecaade2015_205f45, e222, a320, ijac201412406m9, b16d, 302a, 2951, 94fd, acadia14projects_101ah, f7de, 9384, sigradi2013_275b, 7589, a0a9, 55e5, 6dbb, 0261, 7f00, ecaade2014_071d17, 3f87, 9acf, acadia16_424g25, e647, f04f, 1068, 0532, cf68, 551c, sigradi2015_10.267m20, beca, 46de, 72f5, ecaade2015_248r56, 05ee, c490, e48c, 12f2, caadria2017_023c9, a2ad, 1066, b5b1, 2cfe, sigradi2014_189n6, 14e0, caadria2015_150c24, sigradi2013_212s, 890d, cdda, caadria2015_122m19, ecaade2016_007k2, ac65, ecaade2016_078j23, 3281, 35a0, a8df, 2fbd, 74d8, ff6e, 1c00, b33a, 0810, d38a, ijac201614302f1, c38b, 45da, 48b8, d455, ijac201513104k3, 2a4a, 8833, 8796, b66f, 3a35, f52d, bb57, ee90, 8cfa, f261, sigradi2015_10.309m22, fb1d, f39b, 6b3f, 4d64, ecaade2016_094s25, sigradi2015_3.65u2, 1f50, 3bb9, fb2f, 1f8a, 2c62, ijac201412204j3, a4e3, 4f1c, bc56, 3570, d1cf, cd0a, 3c0b, 9730, sigradi2013_387g, c37b, sigradi2013_429n, ee8c, 0421, 3204, sigradi2014_303i5, fe17, 5bcd, sigradi2015_10.220f20, dcee, f3fe, 8ab8, d17e, acadia15_407j17, 4863, 862e, 49b5, 1a55, fb28, e0ab, 174c, f3f3, 82c0, f804, 3908, 1ee3, 1620, 4643, 9c3e, e2c1, 07ca, e5a4, caadria2016_683j29, 6275, f61a, 8576, 5bb1, 016b, cf92, c401, b565, c5bb, a541, 0210, 3d31, be16, d076, 365d, 8c28, f7ed, 8a60, 7ceb, ecaade2015_158t33, 478d, 6652, 79cf, 270d, 6119, a7e6, 1667, d328, df79, b932, 39db, sigradi2013_183u, 1201, dabb, a8d0, a30b, ca56, b301, 7cda, ebf2, ecaade2016_011f3, 03a2, 4030, 6281, 2bcb, ecaade2015_122m24, 0909, 8216, 6dd8, d1fb, 7a8a, 5b26, f48e, 8387, a6b4, 9abf, 6d69, acadia14_549u, abd6, 9e5a, d0fc, ecaade2015_317h69, 0ac1, c269, d5bb, a908, 033a, b597, 63c9, c54f, f13c, a27c, ed41, ascaad2014_005l3, 4e3a, 1f3a, ca5a, 0a74, 652b, 68a6, 2553, 9b1d, f965, f707, ecaade2014_052b13, b189, 30ca, 4904, e089, dc5f, acd1, e6e8, 50e1, 7dca, c8fc, 00ea, 3936, 59c1, a2e4, 9171, 8fa6, 1990, d59a, acadia15_323i13, 53d1, aad4, sigradi2013_342t, e22d, 75c1, 054a, 5b04, 27e1, 8e5b, 4b31, 577d, 69a7, dab3, 4777, cb9c, acadia14projects_189ay, ecaade2014_152h36, 2f08, 3180, ascaad2014_011w5, 06ea, 3935, dc16, sigradi2013_43s, ijac201513303x10, 1122, 930c, d494, 9178, 26fd, 7681, dcca, 2889, bfb3, ecaade2014_226w58, 9886, dadb, 1a44, 2139, 4add, 493e, 831a, 1624, 4bbf, 23ce, 0fc6, dad8, caadria2015_069r8, ecaade2016_224g60, 2b1c, 8abe, 563d, ascaad2016_052i21, 3255, 3e87, 5ffc, 2989, ijac201412304p9, ascaad2014_029u8, 3af1, ecaade2016_mrtl66, sigradi2016_534xx, b910, bfb1, 3411, 9f6c, 0df9, 6527, a52f, a95b, acadia16_362s22, sigradi2014_134a2, bcc3, fc75, 3c98, c4f2, sigradi2013_295b, 36c5, 50bc, 4447, caadria2016_425f18, e546, d345, e797, 34c9, e415, 6954, 1152, ecaade2015_227n50, ecaade2016_068o17, ecaade2014_112e26, acadia16_362m22, 9cba, d390, d46a, f540, 5dc7, ecaade2014_049y11, 2ac3, e4dd, 5391, face, 7412, acadia16_174d12, a559, f27e, c17e, 1fd0, ecaade2016_118u31, 6878, 3954, a13b, c422, 8374, 2c3f, 7a5f, f56f, caadria2017_145k38, a42f, 3d25, ecaade2015_33k6, c2a2, caadria2015_064m7, 4bf0, ecaade2016_110e30, 182c, 9dcf, e1ee, 47a7, ecaade2016_067n16, sigradi2016_737w, e2b0, ecaade2014_173i43, caadria2015_032x4, ecaade2014_225t58, 4fb9, 4005, 02e2, a2c1, ijac201614305l3, 9a89, e053, 40ce, 4e10, cacb, ac59, acadia14projects_301d, 32d0, e390, ca14, d386, 98ab, b87c, 1325, 2160, fa63, ecaade2016_144i40, efa2, caadria2016_507l21, ascaad2014_017n1, ecaade2016_038h10, c394, de78, 507e, 7423, 1fbe, 6fc5, b1cd, acadia14_523ap, sigradi2016_647ss, 4b75, 44f3, 8921, fed5, 91e6, c0e4, 056e, 91eb, ee3c, 5793, 6b7d, 292e, dea6, 5085, cfdf, 41ed, 7dc9, b708, sigradi2013_303h, caadria2017_015y5, d897, caadria2017_127k34, 468b, 1017, 8618, ff50, ecaade2014_030m8, 6fc3, 51f5, 2fdc, db17, 7c7f, ecaade2015_143l30, caadria2017_142m37, 0c96, 1126, 17bd, 15a1, ijac201614103n3, ecaade2016_191a51, ijac201412304p1, 7cd0, sigradi2016_428j, 24a5, 57df, bef2, f8ab, sigradi2014_282t3, 022d, acadia14projects_691ay, c8ed, 36e2, 8de7, ijac201412402k4, ijac201614102n2, 6ef7, 98ec, 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799f, 93ee, 5b2c, 92e7, caadria2015_210k32, c3c6, b04d, 1dc0, 4ee9, 5bc4, 2ee5, 8a2c, b5c4, ecaade2016_072p20, acc5, 342b, 3e0e, 0777, ee18, cb24, 6764, 82b5, ascaad2016_025m10, f4d4, ascaad2014_032o9, 5ec3, 8a90, a68f, 5249, caadria2015_130k21, ecaade2016_158d43, e1f5, 9db3, 0f0f, 8577, 3264, 1810, 18d6, 2b31, fd9b, 964a, fda9, 466e, da49, 15e0, 3c70, ecaade2016_217d56, cfc8, 03b3, 7445, 9ac8, ecaade2014_071v16, 8b9d, cfbd, 83b4, 1eb8, 8d37, 7398, sigradi2015_sp_8.326a31, e0ed, e883, caadria2017_030b11, 763a, 5903, 4ab4, ijac201614202k8, 8f6b, a8ae, aab0, d92a, 8d95, faf3, 6b6e, 5cb9, 6cb7, cf5c, 05a4, dca5, a60e, c705, 4144, 0507, ijac201412405z8, adf2, sigradi2013_243u, c932, 9493, 3989, 2489, ac22, 1781, fb8b, sigradi2014_197z6, df3d, caadria2015_070d9, 1215, 44af, 11f6, 352a, 4013, ecaade2016_032r8, 3bc6, acadia14_579g, 3a60, f434, ecaade2014_230m59, bf60, 1b3a, ecaade2016_223j59, ecaade2015_336b73, 3cce, 8314, ecaade2014_112z25, 6377, 7f8f, 6695, 7ddd, ecaade2014_201h52, 270f, 33fd, 4142, ee1c, 8672, 4acf, 5517, fd0b, 3396, fd97, 2e15, 2796, ecaade2015_230e52, b4bc, e05b, da26, ae56, 323f, ab81, 29e9, 4d28, acadia14_339ar, 3896, a37e, f0d1, dc2c, 2a02, 09c9, 69cd, ecaade2014_122y27, 1465, 60ef, 1219, afc7, 80f4, 5726, a74f, ecaade2014_084l19, 2342, b193, b342, fedc, d401, ecaade2013r_008m5, b105, 06c1, caadria2015_014o2, caadria2017_047x14, e108, 1909, bc43, 18d8, 5f82, 3ad0, 3731, caadria2015_130p21, fbf9, d6f7, acadia14_125x, c531, 59c8, 287c, acadia14_609au, acadia14projects_291am, 4c31, 6945, 08cb, 79a0, 036f, 1841, acadia16_318g19, 7074, sigradi2015_11.142d25, c059, ae44, cc16, 45cb, 0b99, 2430, 6238, 574c, ecaade2014_198v51, 04d1, a498, 820d, 9f43, sigradi2014_222j8, ijac201513105r4, acadia14projects_453f, 684e, acadia14_177ac, 5975, c742, 186d, 3c99, ca43, caadria2015_126f21, caadria2016_621y26, 3775, acadia14projects_33al, 530d, ijac201412408h2, c70a, 0a21, ac84, acadia14projects_153az, d792, acadia14_539e, 9af7, acadia14_565j, 4fa1, 9a9d, 94ea, sigradi2014_247k9, 6437, 5857, 163f, ijac201614305j3, 71aa, fe86, e51a, c7d1, 34b9, 60c7, be07, 5771, 5c0e, fdbf, fdd3, caadria2017_105h28, 8bce, ba70, bb64, 61c9, 4887, ee9b, ijac201412204g3, fc70, 5e89, 3a7b, 8929, ef79, ff19, ecf2, 953d, c0fd, ascaad2016_012u5, c106, d365, e0a0, 5c6b, ascaad2016_006h3, 7a22, 1528, b26b, aad5, 2d44, ecaade2016_068b18, 9a69, a763, 5bf4, sigradi2014_097l8, b275, 00f7, acadia14projects_317aa, e8d3, acadia16_244l15, 5fb6, ascaad2016_002n1, f866, 438f, sigradi2016_777ee, 551b, ecaade2014_140j31, be3a, 5cca, 05d9, 52dc, 48a4, 0b0d, e16b, 89fd, caadria2015_032z4, 4640, 756a, fc3d, 16a0, acadia14_719l, ff0a, a5d9, 2789, b95c, sigradi2013_387c, 4888, sigradi2016_382q, 698a, 7ba2, 1502, caadria2015_114l18, df04, 45be, a752, caadria2016_477w19, 93c0, 0763, 0394, 0567, 86e6, acadia14projects_619al, 4910, acadia14projects_291b, 6007, 12ce, ea00, caadria2016_301g13, 4d19, 82df, 8cb4, f1d1, 470f, 1923, 6e8c, 0609, 4006, 70e9, d83e, caadria2016_281h12, caadria2017_067k21, ecaade2015_122o24, 4fcb, 0486, d3ff, ecaade2015_180h39, 3d67, 5d7f, b41a, b8d3, 0e6f, acadia14projects_655ae, 9bd3, 407f, 4e01, b2db, c97a, a970, ascaad2014_012r6, sigradi2013_117h, 9f37, 849f, df8e, 4b9f, 102f, e5b2, caadria2017_048e16, c1bd, 6012, 90e5, 1400, 0331, ecaade2015_309s67, efd3, 6741, 854d, c581, a874, acadia14_135p, d0eb, 7064, be8f, 26bd, ac75, ecaade2015_285k62, 3a07, f64b, 38fa, 7e16, 2833, 150a, 536b, a87f, dbc9, ecaade2014_020n5, caadria2016_829h35, 06ec, acadia14_291e, d582, 5f36, 2a25, ijac201614401h1, acadia14projects_579k, 9c5b, dedc, 0318, e777, 242b, 9649, caadria2015_181a27, 3119, dfe8, d66e, b339, 0243, ebd3, 0dbc, dc6a, d7de, 57e6, sigradi2016_560q, sigradi2013_167l, 0c2a, sigradi2014_339v7, a6c7, 3692, ff23, ecaade2015_241m55, d47a, fe3e, 8345, ijac201412206t4, 7407, 5f1d, 7fd5, 4de1, fd92, 798b, ecaade2014_145j33, cb2d, 1adc, sigradi2013_342m, ijac201412204u2, 99b6, b853, f8f2, ecaade2015_251m57, ecaade2016_222c57, 654d, 8f8d, bf85, 870e, ecaade2016_006r1, sigradi2016_816qq, 3abf, 3087, d035, acadia16_372g23, 6d49, e355, 03ff, 1e31, 2b11, 9354, f8b2, 7175, 4a16, 3044, 2146, ascaad2014_029f8, c811, d8b9, e56c, bae7, ijac201513104i3, e4ad, 83af, 7e50, f9a1, 8c49, 9b2e, 146c, 8adf, caadria2016_861d37, cb72, ecaade2016_118p31, 2128, ijac201614305a3, d0ee, c3a1, 226f, d8ea, 1e48, 3bda, 9f48, 4101, 97a8, 1b65, 5a86, dde1, fb3c, 3567, sigradi2014_137h2, a558, 2b22, 0fa0, e63a, sigradi2016_455i, 1ab2, sigradi2015_10.220e20, 87bf, dc29, acadia14_101aa, 7441, 8451, 59cd, 0ba2, ed53, 717b, b7f2, 7a73, sigradi2014_273p2, 1cb5, 107a, 1a81, 1699, ecaade2015_53s9, 8a17, 860b, 3cf2, ccf0, 570d, 6ec8, c78b, 52df, 8cf1, 79e7, 5730, acadia14_479z, ecaade2014_089s21, 94ef, 2eb4, eb1a, ecaade2014_194t49, 0d31, 9237, fe28, 170b, 53f7, ascaad2014_019j2, 87d7, ascaad2016_054u21, sigradi2015_8.81a12, acadia14_33an, sigradi2014_151n3, a453, 77f2, 0b70, sigradi2015_10.140g19, b866, 50fc, caadria2015_119x18, fb14, fe6a, 26b2, 446d, 1fdd, b556, caadria2015_237p35, 128d, edb4, 7d17, sigradi2014_172v4, acadia16_270d17, 4ea4, 1016, 0669, 0008, 1e15, 83b2, adff, cf87, ecaade2015_233u52, 7567, 1091, 3e0d, 3386, 1464, cfc4, eab8, 5ad9, ijac201513206v9, d3e6, e708, d142, 1bb9, acadia14_681al, f83b, a528, sigradi2016_360r, ascaad2016_042b17, d98d, caadria2015_086m13, 66dd, 75ff, ecaade2014_233r60, a3be, 2807, 21b5, f497, 9864, acadia14_23ax, ee64, sigradi2015_10.307y20, ecaade2016_095d26, 6c56, bdd9, 548d, fe90, b011, b9f9, 1cc4, ecaade2015_74m14, acadia15_161w5, 4a96, 4ebd, acadia16_140l10, 1eff, 9350, caadria2015_176s26, c76b, caadria2017_165p41, 20b9, 4df8, 9f95, 8cba, 024f, 6d6f, ecaade2015_194a41, ecaade2015_110f21, cb47, sigradi2014_279a3, a7d0, 6bd9, a76b, caadria2016_839o35, ec6a, 33a1, 9c54, ecaade2016_bkog65, 9cd7, 5224, 3eb4, caadria2016_291f13, ad47, 2f14, d337, deee, 7842, 679e, e0d5, d30b, f807, sigradi2013_343k, 84ba, ab16, a4a6, acadia16_224y14, 51a4, ijac201614309t6, efb2, c144, 9db6, a826, acadia16_432n25, 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