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 Liu, Yu-Tung
year 1993
title Recognizing Emergent Subshapes in Design Problem Solving: A Connectionist Investigation
source Education and Practice: The Critical Interface [ACADIA Conference Proceedings / ISBN 1-880250-02-0] Texas (Texas / USA) 1993, pp. 131-139
summary Human problem-solving behavior has been modelled as a search through the space as defined as problem states, within which earlier states move to subsequent ones by applying rules in the human mind until the goal state is found. This cognitive model of problem-solving has been broadly accepted and has become dominant in both cognitive psychology and artificial intelligence (AI). In the field of computeraided architectural design (CAAD), search models are also widely used for solving design problems, although various foci of design knowledge are differently represented by shape grammars, graphs, and knowledge-based systems using predicate logic for different purports.

In design search, design evolves from one state to another by exhaustively or heuristically applying proper rules. Each rule application involves, first, pattern-matching the antecedent of a rule to the current state and, second, transforming the matched portion of that state into the consequence of the rule. However pattern-matching techniques of current CAAD systems are still limited. In current CAAD systems, only those two squares can be dealt with by patternmatching for further development. However, a human designer can effortlessly recognize not only those two but other emergent subshapes, for example a smaller square in the middle where the two squares overlap and two L-shapes in the corners. Therefore a human designer can thoroughly deliberate all these alternatives before making a decision. In other words, human designer is capable of restructuring shapes in terms of emergent subshapes in any step of designing.

series ACADIA
email aleppo@arch.nctu.edu.tw
full text file.pdf (1,343,954 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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58a2, ad0c, 8018, 3321, 024c, fd52, ff6d, 18ee, 8e94, 0338, 995a, ecaade2015_15z1, 40c1, 0c6b, 2a6e, 0a88, 5494, 2a5d, c3fe, 6ad4, 33db, 73ff, e82f, f940, 0259, 8958, 10c9, 3502, decf, e9d4, caadria2016_187z8, a5c7, e1e9, 3c85, ed01, e996, 3618, 587a, 76fc, c7d7, 2d22, b9bc, 6b16, ab23, d89c, ijac201412305d2, acadia14projects_463m, dd5b, 26b1, ecaade2014_010v1, 2f3d, 61c5, 15b4, 1532, sigradi2013_303m, 4ddc, 3b97, e75c, a669, 4949, 3e16, c04f, abb3, 1a48, e2c8, d5d0, df27, 59ce, 589f, 5d77, ascaad2016_028c11, d5b7, 639d, df19, 70b7, 37c1, d089, d50c, 061d, 8de4, f454, b378, 7182, a2d8, 6f33, 207c, a00a, bb3c, a6a8, c9c6, a82a, 86b7, ddf6, 0076, b2f7, 65b8, ae2c, ijac201412402t4, 0100, 59a3, ecaade2014_214s54, a4c2, bfdd, ascaad2016_021l8, 7691, 476d, ecaade2015_217d48, 7451, sigradi2016_414gg, caadria2017_051n17, 6b4a, 51e7, 1eb0, fd7d, a9bf, 4fb1, 8e0f, be1f, e435, 592a, a096, 14e1, caadria2016_703p30, 2315, 4cc4, acadia14projects_115aj, ecaade2013r_009f6, 7f22, f857, 33bc, 9aeb, 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f194, 81c3, sigradi2015_10.74t18, 753b, e536, af72, 1149, d1a8, 4152, 4273, 8819, ecaade2015_64g13, b72e, cb07, 7484, 7236, 8ff8, 3ae4, 2915, 7fad, f19e, fe38, ijac201513202n6, ascaad2014_012f6, 2d30, abeb, ba5c, acadia14projects_691av, 823c, 53bf, ff6f, 47ea, 820d, 445f, 5cb5, acadia14projects_63as, 17ac, sigradi2015_8.186w12, 1703, 7072, 6c85, f29c, 5bbb, 4a04, ecaade2015_177y37, acadia14_229g, 77fb, 0d11, caadria2015_087u13, 34e7, 8ec9, 4ff3, ascaad2014_014e7, b9ad, 81b1, 2a59, 55a5, 6d72, 527a, 87a5, 8270, ecaade2016_217k55, 104c, acadia15_431o18, 5ac2, ecaade2016_ws-afuturel67, 8fee, 9f15, 4e56, 263c, a3e0, 8c7c, 5552, 3af4, c29b, 6b5f, 72f5, 0f5b, f902, 34b4, 5f35, 5199, e406, 51be, 8048, dff2, caadria2016_105y4, 710f, ecaade2015_206s45, b652, 02f4, caadria2017_016s6, 2ac2, acadia16_12y1, ijac201412301n6, 1949, f0ff, ecaade2014_180x44, caadria2016_167p7, sigradi2016_669q, c4be, 33cc, ecaade2014_186s47, 40b4, f721, acadia15_407m17, 1daf, 85b9, a3d1, ascaad2014_024r5, 2c43, da82, 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304b, 17ba, 8820, 9815, acadia14_435ay, bfbc, acadia16_106b8, b6ae, 597e, 3025, fbbf, 0418, 4f8f, de9d, 3c96, 1c02, 68bc, bd55, b951, 8776, c1a3, dd0a, 9472, e0a6, 1a90, be04, 6442, 221e, 953b, b22c, caadria2015_188e28, ddf4, baf7, b23d, dd58, 37e9, 5d31, ce94, acadia14_365am, 7319, sigradi2016_490mm, acadia14projects_257ac, f3db, 2a73, sigradi2013_244m, sigradi2016_400j, d162, ba30, 4ad9, ecaade2015_138p27, b9a1, 7d18, ecaade2015_284z61, f4e0, caadria2016_003g1, 71ea, e69b, 4ccc, acadia14_539e, 5f38, 6294, e756, 6dc4, 9f61, 2194, ecaade2016_mrti66, ad0a, 4792, 932f, 5094, 5fae, 3e29, 6102, db96, 533f, sigradi2015_10.140o19, acadia14_111o, b178, c40c, 0ae5, sigradi2016_694l, 625c, f528, 3c3c, 7788, 0faa, 9a8f, ac75, a679, e307, ecaade2014_089n21, 7eb0, 5561, 10f3, sigradi2016_817a, ecaade2014_138p30, acadia15_483d22, 8243, d51f, ecaade2014_151z35, 4412, 22e1, ab89, 6dcf, 9ed9, b082, ea71, eda7, e616, e0f6, acadia15_343r14, sigradi2013_212t, 174e, c5ad, 76ce, 714e, eb43, ascaad2016_033w12, 8299, efb8, f185, c92c, 1d1e, ecaade2016_028j8, ecaade2015_230j52, e0f5, 3737, ecaade2014_072h17, acadia15_274i11, 32c9, sigradi2014_282t3, dda0, caadria2015_181h27, 38d4, 232e, ecaade2014_072y17, sigradi2014_103x8, ecaade2014_168m41, 1014, 60d2, 8607, 72fc, 9f8c, f80e, 5e42, f38d, 3958, 351d, c4a5, 5976, 6570, f056, 7895, 1929, fa78, c798, 3bb2, be50, caadria2017_145w37, 5025, ea9b, 9f3d, 82d9, acadia14_719p, 546d, feb5, 3132, acadia16_352x21, acadia14_637ag, 99e7, 09f8, 8e52, cce8, b0ca, bb2a, de1d, acadia14projects_579b, 11b4, 5ae9, b5b1, caadria2015_126d21, ascaad2016_041k16, 5255, 7d2b, aadc, ecaade2016_011f3, 3707, 182e, c3d2, c74a, ijac201513302e10, ecaade2016_002b1, eb76, c3fb, 49e6, f87e, dd9c, b84f, b6c0, 8e0e, 686b, d36b, 4e57, eaa7, 5d15, sigradi2014_178m5, 92bb, 5fc4, b213, 70e5, 4739, 0d4a, 20ae, 29d5, fd4a, cf57, 251d, aba2, 354b, 1ab2, c430, ecaade2015_202i44, b2c5, cc0c, 921c, 842c, 24bc, caadria2017_122v31, ecaade2015_148l31, 9380, 27b7, 5dc1, df5b, 8d17, 34ea, 3401, 90b7, 1abf, 3795, c9b9, 24b4, 2bca, dc91, da46, b268, 5b25, caadria2017_030c11, caadria2015_073k10, d1db, 2822, b233, 88be, c784, 8208, 2e7e, 8ba4, 34e1, 4e53, fcc8, acadia14projects_609av, d12e, ebfb, 4deb, 29e5, 90e2, b8d2, 29ca, e851, fc22, 4977, ecaade2016_042z11, ijac201513105a4, 9f46, 9fb5, 08aa, 35b3, 8628, e595, eba7, b98d, 5afe, 7e22, e46a, 2dd6, ccd4, ijac201614307u4, 303a, aec6, 7326, acadia14_219ax, 1c4c, 435c, a6e9, ascaad2016_028w10, 08a8, caadria2017_174l42, 6928, ac97, 5349, acadia14_339av, 5576, 699b, acadia16_372k23, d2e1, ecaade2014_127k28, f349, ce7e, e93b, ecaade2015_11g1, 0959, 64e9, 0614, 34f5, 951d, caadria2016_663s28, d1ae, aefe, 973b, 2f67, 8c64, a9df, f245, d669, acadia14_627ap, 9206, 788b, ca2f, 3ed3, 16c1, 46e4, 43ea, 2208, ascaad2014_003y1, ed59, af55, dba0, 3da5, b8b2, caadria2015_004r1, 060a, acadia14_565ac, e9e6, c086, fa10, ce06, 3184, a215, ascaad2014_035n1, ijac201513103p2, 5259, 3648, ecaade2016_068l18, dbf1, 6028, 5774, b235, 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ecaade2014_214x54, caadria2015_087y13, 7bd3, 2341, f757, 7323, e28b, acadia14_167t, 11b6, ac91, c9ca, 1771, caadria2017_051m17, 0432, ecaade2016_164l46, bf7d, 4931, 998a, a2d5, 4d5f, 6ca0, 9294, 762e, ba21, ijac201412402i4, efab, 4a7b, caadria2017_051j17, sigradi2015_10.138d19, 427c, 376d, 51a2, 679e, 09a0, 8017, 5fb3, 383d, 23b9, 8a3b, a65c, 82c8, 5a96, 5a23, 0068, ecaade2015_268h59, 3933, 323b, 83a5, 25e8, aef4, 4c16, 5a54, 01c0, 762d, ijac201412403l7, 73a9, 2928, 3b04, 2781, 1899, f2fe, 2e4e, 7c54, c283, d6aa, 4745, caadria2015_072n9, 7950, ecaade2016_063v15, ecaade2015_211c47, 2185, acadia15_232m9, 841c, cc49, e525, f9ef, 78cf, 10a7, bbbe, fc57, c0a7, ijac201614208l13, acadia15_57l2, caadria2015_073s10, 79ae, f698, 796c, 9c68, 3cc6, ecaade2015_196w41, 2254, 667c, 52cf, 2a07, d28a, f2ab, ecaade2015_314f68, caadria2016_013b2, d661, 0504, 956d, 3c77, b3cf, e267, ecaade2016_mrtg66, d597, 1c9d, 02c6, 1fe6, 8daf, 568d, d82a, 6eb9, 443b, acadia14_589e, 751d, f0d4, ecaade2016_075f22, b53d, caadria2015_114p17, 2637, 4d1a, sigradi2013_42o, acadia15_251o10, ijac201412303y7, a992, 6cf2, 2634, 1b2f, sigradi2015_3.212k4, 607b, f3ab, 4cfc, 9356, 1125, d2f7, a277, 78ca, fd03, caadria2016_167d7, 4adf, b46d, 27c7, 5fd6, ecaade2015_317p68, aeb6, 62be, 2b33, 342e, 9559, d1d9, 1217, ijac201614303f2, 983f, 3348, ecaade2016_073e21, 53d1, fd08, 5b47, 8c4a, caadria2015_077y10, f139, ecaade2015_22t4, 5f9c, 8962, cd33, ecaade2015_64o13, b469, 5ad9, 0db0, c4c3, 9d5a, sigradi2014_041d3, caadria2016_549l23, sigradi2016_428l, f29a, ecaade2014_024b7, f772, 8062, ee4e, cd2a, 2da4, 148f, acadia15_451z19, a4cc, bb7d, cb56, 1a17, ascaad2016_039h15, caadria2017_070n22, c70e, c733, 2e87, 3ac3, fe95, fd71, b96a, 2322, 7cff, cec9, 5617, 1af3, 4164, 2ed2, f36c, 54d7, 78c0, bdb8, fe3c, b5ae, 8a8f, ce97, 4fbd, 87b9, 1ca0, f1c0, 2937, f5fd, acadia14projects_719i, acadia14projects_177ab, 1d67, 7ca5, acadia14_23au, acadia14projects_497v, 51aa, 0b0c, f9fa, 1811, caadria2015_139b23, 92e2, 8266, 9e61, ecaade2015_248p56, df1e, b625, caadria2017_048r15, 0342, ascaad2016_041p16, 29ea, d56c, caadria2015_237k35, 2dbc, c30f, 90f6, 6208, d1c9, 2607, ecaade2014_184e46, ecaade2014_192e49, 5434, 7995, 26f5, 6c89, 63c4, ed9f, 889f, 050e, 4396, db08, ec56, ijac201513203m7, 9260, bd13, ecaade2014_140o31, 769a, 5508, 2e9d, 5616, ijac201513101d1, 177a, caadria2016_033y2, b567, b2a3, 3d4c, ddd7, e4f4, 6dac, efaf, 122a, 5c7c, 3726, ae17, ascaad2016_012z5, sigradi2014_134a2, ecaade2016_047m13, 3821, bcb1, ecaade2014_022z5, ecaade2015_81p15, 4718, f17f, 45af, sigradi2015_13.316v28, edd7, 64ac, 2410, 5553, 1638, sigradi2015_sp_8.284o30, ecaade2014_071c17, sigradi2016_360cc, 0440, 472a, 23d5, 7d7c, a575, f408, 75aa, 4c86, ecaade2015_206x45, 7f50, 9bd0, sigradi2015_3.212m4, 9774, 1db0, 4ed3, 1512, e690, 0719, b211, 3812, 7b76, 803e, ecaade2016_230m61, 04fe, 7b04, bf88, 78d9, caadria2017_003d2, ijac201614102y1, 2f6f, b9f3, 8fd5, 17bf, 9942, 520f, a47f, 1060, 9b6f, e250, 5b9a, a44d, 3450, 183a, 77e6, 92d4, sigradi2014_263y9, 0313, ecaade2016_018g5, c23d, 0bc5, dda2, 1bd8, ab77, 9d97, ascaad2014_019w2, 4217, e9a0, ce3b, 2dd7, f4c0, 57fb, 6c31, ecaade2015_161h34, 42ab, 26e9, 89ae, 14d2, d13a, f1af, caadria2015_119d19, 9c53, 76d9, 11f6, 4408, 9b60, sigradi2015_9.141a16, bbd3, 277f, b380, ce18, 17a1, 2d3a, 3237, ccbd, acadia16_372l23, ecaade2016_140u39, ijac201412204o3, sigradi2015_8.264o14, 219b, 36bb, 3968, ae0e, ab00, 0e11, d887, 7577, 640c, cc68, 2574, sigradi2016_455f, 98dd, 5138, 9929, dc01, b580, ad74, ff15, caadria2017_031f11, b4da, 3850, f4a4, eccc, 56bc, b781, d39d, 1182, a2ef, 2aca, c8a0, 9d4e, b5ff, ecaade2014_029c8, f925, f53e, d07e, 7ed1, 64d9, b2a7, sigradi2013_311j, 51a7, 1bbc, 4230, 5c3f, a7ae, 3c68, dc2b, caadria2017_051t16, 176e, ascaad2016_022g9, ecaade2015_21p3, ascaad2014_008z4, 29ef, sigradi2013_244r, 5e99, 4bba, 0deb, bc93, 972c, d1ef, 2ad0, 7958, 95bf, ascaad2016_049s20, 838a, ecaade2014_072m18, 6a1a, f189, 3256, b9ff, 61f6, caadria2016_693d30, 9708, b455, 8253, 7b3a, 5ff3, 7f05, 4120, d650, caadria2017_189h45, 5f34, 29f5, 8203, ecaade2013r_005i4, ijac201412408s2, caadria2016_229t10, c882, e546, be51, 9e8d, b3f4, a236, d6fc, ecaade2016_224t59, 8644, 1d90, 5448, acadia14projects_291az, 5aa3, 236a, 07d9, ascaad2016_047x19, 5e8c, ecaade2016_129m35, 0aec, sigradi2016_654xx, 0133, a5e5, 36b1, 61bf, 2646, 06a2, 427e, ijac201614207i11, ecaade2016_032s8, 3334, fcf1, ecaade2016_040r10, fbf3, c3d9, sigradi2016_625d, 2e57, caadria2016_797m33, ecaade2015_248k56, d2a0, aa91, 93a2, 18dd, acadia14_111k, caadria2016_167f7, 539b, 4446, ad84, sigradi2013_267a, a062, bb36, 0704, df0b, a61e, f686, a45f, 9c25, 7eb6, 0ccd, ascaad2014_032r9, 267a, 71b6, 3303, 5104, 8d96, a6da, 4369, d4cb, d35e, 310d, e954, ecaade2016_162k44, 8089, sigradi2016_710jj, sigradi2014_335t7, 8f7e, 3be3, 8403, a967, 4c81, 5c77, 5685, 8982, b6a9, 7ca7, acadia14projects_219e, acadia14projects_719e, acadia16_224p14, eed3, 3967, e73c, bdaa, 5fdf, ecaade2016_217t55, f4cb, 1927, ecaade2016_094z25, 5e0e, 68ef, fbb0, a48c, ascaad2016_045h19, 2048, f887, 10ce, a363, 3071, 45f6, 7ca2, c088, 0838, 2198, 75d7, d3e1, abaa, 5e47, d614, b06c, 2f70, e246, d260, df64, 72d5, 6d30, 9dd5, 4ce3, ecaade2015_229g51, 7e3e, 8ce0, 42c9, 84cc, 3b3f, 8a35, d065, 27b1, 8c13, 26df, c240, cce9, 6cf8, ecaade2014_113n26, ecaade2014_215d55, sigradi2015_8.289w14, 78ac, 0387, 03c0, 2236, d1c1, 6236, ecaade2015_336z72, 3a5b, f8f0, 4eb6, caadria2016_477w19, ecaade2014_180n45, acadia16_88n6, c68f, fd64, a568, ascaad2016_022i9, 3105, 6822, e4aa, ecaade2015_206c46, 20f5, 3353, c03d, 7be7, 2d82, ascaad2016_054d22, c9da, 34fb, 2beb, c62a, 3aa8, bf6e, a518, de62, 160a, b15f, 6677, 5c1a, 1e7a, bcff, 16fb, caadria2016_321j14, 0170, 9139, 467f, ecaade2014_052j12, 33cf, 2c34, caadria2015_090y14, 6f4d, e288, 15b0, ccd3, a848, 3a00, edae, ecaade2014_138e30, 5d38, b22b, ef90, caadria2015_213o32, bf81, f359, b196, d304, 064b, 2cd8, 9c18, 4814, f59a, 2fa2, 8b10, 6e01, 0517, e4ae, c77d, 3074, 474c, ecaade2014_168t40, 2149, 5095, caadria2017_051l17, sigradi2016_686rr, acadia14projects_709am, 1b50, 0c3f, e9b4, b5b2, 7be4, c333, e618, 02d9, 714d, 4d84, ecaade2014_140m31, d21a, 0159, def2, sigradi2016_455e, acadia15_333s13, d591, c034, f6e9, 8458, 7665, f609, 23be, 4c9f, 1bb1, ascaad2016_045m18, f817, 43c2, acadia15_497k22, 1ed0, 0c7c, 0f44, 6ea6, bf7a, 4ea3, 6621, 36b0, 2de7, 6db5, d1fd, 9bf3, ed5d, 2ff7, ecaade2016_234v62, 9368, a7b7, bed5, 0011, a2e3, 4f0c, 4799, 9c24, dbef, sigradi2016_417mm, 36cc, ea53, f038, ecaade2014_240k62, sigradi2015_10.309m22, a57c, 845e, c3b3, 3010, b7d2, b91e, e054, e50f, 3949, sigradi2015_3.209a4, 3293, fe6e, ecaade2016_217j56, af0d, e34a, 304a, 67b2, f7ee, ae3f, dccc, 1d8d, ecaade2016_098c27, d2d0, fc42, fb5a, c1ee, sigradi2016_534uu, 02b2, ecaade2014_127n28, acadia14projects_479f, acadia16_130p9, 4a72, cbe4, ecaade2015_171s36, ecaade2014_168i42, 2967, fdae, ffd4, c929, 1192, 8329, ecaade2016_013k3, caadria2017_051l16, 50f1, 68a2, 24ff, acadia14projects_463o, ijac201412304g1, 8ac6, b4c9, 62d8, ecaade2016_033y8, e86d, ecaade2015_61m12, 439e, ed98, 99a5, d854, a6f5, 8c5b, aeca, 9b27, 303d, 5638, 709c, 9b4d, 2e1f, 265a, 8f5b, ijac201614102p2, 3dda, 77c5, ecaade2016_016e4, acadia14_619af, c6f8, 5c12, f918, 163c, f853, 1710, 4a1e, f420, 4995, b3e0, 3b14, 9ba7, 5aaa, bb35, caadria2015_206t29, 13d7, 214f, 6a21, caadria2015_210f32, 499c, e19f, fd8b, d414, 3ca4, b91c, acadia16_234f15, d8aa, ijac201614407m4, sigradi2016_714ss, sigradi2015_sp_10.179i31, 894e, 8487, ijac201513302y9, acadia14_23ad, sigradi2015_sp_2.112d29, 2b2e, f6c6, b272, c6cd, 57ea, 37dc, 5324, 35a6, c194, 8dc3, 4df4, b5d5, ead2, 8141, 5eab, 840f, ecaade2014_168a41, 5e5f, 33d3, 5d9d, f476, f3d6, f01f, 3e58, 97ff, ecaade2016_234z62, 998b, ecaade2013r_001h1, c792, caadria2015_096m15, 1bc7, 006f, 3231, 920d, d6f1, b4b1, cee8, caadria2017_081v24, 5a41, 67bf, 864b, 7ae3, 019f, a1bb, cb0a, f492, acadia16_140h10, 3ed9, 1409, ed3a, 9f5f, acadia14_47h, caadria2017_115f30, f805, sigradi2013_313p, d78c, eb08, 6c70, 04fa, ad50, sigradi2014_151e3, e038, 301c, a1b9, a93f, 8bed, 4d14, 307e, ecaade2013r_008j5, c96a, 797f, e81e, ecaade2014_055y13, caadria2016_569e24, b0f9, 8881, 9c34, ff3e, 6f4e, 2af8, ecaade2014_220e56, 23bf, ecaade2015_237l54, 69fc, 3c95, sigradi2013_271p, sigradi2015_8.339v15, 5369, d0ed, 5c73, 2f87, 3fe5, ac9c, ascaad2014_013z6, 9279, 21a0, 7d8b, 8535, 8711, a7ee, sigradi2015_6.42z7, 7233, 7288, 865f, 952c, 0452, 7ca3, 27ab, b303, 0aaa, caadria2015_226m34, 2dd5, 234e, b6d6, ee8e, bed7, fa15, 574b, ae57, caadria2015_070w8, 8c95, 7d3c, 853d, caadria2015_015a3, b851, 96bc, ijac201513103a3, sigradi2016_490jj, 87b4, 872d, ecaade2015_115a23, de39, ijac201614104k4, caef, 566e, 895f, 2d56, d2a4, 04b4, sigradi2016_524aa, c31f, acadia14projects_317y, 8125, ecaade2015_77v14, a2b0, 6a85, ecaade2014_163a40, 66fa, 5adf, ef2f, 1f0a, 5321, bdd0, 771e, 7f31, 2aff, caadria2016_579s24, acadia15_284z11, 976d, 63c7, 2ebb, 6847, f601, db69, caadria2017_183f44, d8dc, f993, ecaade2015_115w22, ascaad2014_026z6, 0093, 2713, 7715, d114, 52b3, 6ea5, adb4, 75da, caadria2015_119a19, sigradi2015_4.219d7, d989, ecaade2016_tkoj67, 887f, 3c6a, 4730, 5707, 87ae, 634d, a4bb, 6b84, 0e39, ascaad2016_021e8, f34e, 0839, 4af5, e16e, e3ac, ff42, ecaade2016_217l55, a3cf, ascaad2014_001c1, b3a9, 9f43, 33b9, ijac201614204e10, ecaade2016_213k54, 6551, f537, acadia14_101aj, 3566, a7e8, 27b9, aed0, 6098, ijac201614308i5, 08cf, 83b0, d920, 765e, db46, 0fec, caadria2016_861e37, 7616, 0a2d, d68f, ff84, 7cfe, ecaade2016_102u27, d830, 5a28, cff5, 15c2, 6693, ecaade2014_108i24, 8ffe, e909, 2155, 8c18, 66d6, b1f0, 5452, f456, ca06, fe6d, c1ed, 5289, b081, 5d14, e0b4, 0d92, 2a99, 8611, 6481, 6a76, sigradi2015_10.377z22, a6bc, e770, f7d4, ecef, ed4a, 8cb1, c026, 413a, 9014, ascaad2016_010a5, 1395, 3e20, e44e, ijac201614208w12, df74, 74c2, sigradi2016_655i, e064, a0bc, fbd2, acadia14projects_681av, 02da, f98d, eef4, 425c, ecaade2015_286w62, 9490, 095a, 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sigradi2016_507ss, 3af9, 559a, d126, c0ca, bbf6, 50c0, 5341, ee4b, 9954, 5bb5, 1a56, ea5d, ecaade2013r_003h3, 1ae0, 57cd, ecaade2015_127z24, caadria2015_122g19, 7116, ijac201614206z10, 52b5, ecaade2013r_006z4, 44e8, 415a, fc9b, 07e2, 2cf1, 21b6, bc2d, 0a7b, 7610, acadia14projects_153ay, 2392, a8da, ecaade2015_138m28, cfc7, 740e, d2e8, 54b7, sigradi2015_6.42r7, 4a5c, 85c2, 3c63, 88a5, 92ca, 4a6e, bbb0, f187, 026c, ecaade2013r_009h6, acadia16_62r4, 1fb9, a815, 02cc, 348c, sigradi2015_12.297m28, 6175, e774, caadria2017_005p3, acadia15_57y1, e562, 6e51, 0b0d, 96c8, 1b69, a570, caadria2016_621u26, 53cf, 572e, sigradi2015_6.327t8, 5ede, bcc0, b50a, acadia14_339ar, b87d, 8025, b773, ecaade2014_120k27, 63ca, 06ff, acadia14_435ab, ijac201513105r4, f256, acadia16_184t12, ecaade2015_61a12, f1c4, 1ff4, caadria2016_281j12, acadia14_63aa, ecaade2014_195t50, 8877, 59e1, 42a8, 9e95, 45e1, 80a5, 9538, 794a, acadia16_88o6, f8ba, ijac201614303i2, caadria2017_043w13, 31de, 6a2e, acadia14_311x, 92fd, a2bb, 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ascaad2016_007w3, 0acd, c2ea, 0036, 7378, 7d2e, e3ec, bd7a, 86ca, ijac201513101l1, 6046, 34fa, caadria2017_003o1, bc74, cd6f, ed76, acadia14projects_291b, 0d95, caadria2015_016n3, 817e, b7b2, 5d5b, caadria2017_015b5, 5433, 6284, 8972, 13d8, 2e74, 41ac, 6942, d3a1, 792c, e018, ascaad2014_024l5, caadria2016_395u16, ecaade2015_170w35, 37c7, ecaade2014_066m15, ebd0, 50c5, 6d3e, 3f02, b973, 2c5e, 940c, c0d9, sigradi2013_74c, eb84, 6070, b69a, 83e7, d142, 91c5, 3379, 56e8, a63e, ecaade2016_132s37, d391, 1bb5, c314, 0352, ecaade2013r_013b8, 606f, 3a80, edb6, ecaade2016_095w25, 665a, acadia16_270g17, ecaade2015_325w70, 9339, caadria2016_651a28, c158, 2de9, a811, 76ad, 66bb, ijac201412301b6, 0831, f61b, 85d7, 50f2, e9ce, 94f3, ff14, 5951, 81e2, ascaad2014_029g8, 9176, 110a, caadria2016_579o24, acadia14_531t, 535f, ascaad2014_019a3, acadia14_357an, 3a2f, 5392, 5d91, 6b74, 8193, 6a28, ecaade2016_222i57, 0d4f, 9acf, sigradi2016_625pp, b36f, 8836, 02c2, 9167, 42b2, 4b23, 4b29, 0297, a7ab, sigradi2016_615bb, 63c9, adba, ijac201412408o2, caf4, 4b80, 4ba6, 8edf, ecaade2015_199w42, 83a7, 7d9b, 19a3, 6e6e, 2ec1, d6ea, 1b9e, b823, 5b04, 99bf, db9b, 0f7d, 764e, ee7d, fc87, d583, ijac201614203d9, 3c44, 59d4, 5dbf, bc83, 380d, 680e, 425f, sigradi2016_752yy, sigradi2013_359d, 2228, 58d4, 092d, c367, 8082, 50fd, 87d1, ecaade2013r_003y2, cd15, 28e6, 2b14, 839b, ecaade2016_mrty65, 5d32, 412a, fbfa, 91a3, 56c6, ffbd, 8526, 09db, fc05, acadia16_372a23, caadria2016_745d32, ceae, c65e, 7cd6, 81c1, fb86, ecaade2015_205d45, 92d1, 6a6b, caadria2015_010a2, sigradi2015_10.74m18, d365, ece8, f5c0, 27b3, 7c89, eb1c, 9dc7, 2b6b, sigradi2014_266d2, 66cf, bb8d, be1e, 8a43, 4ca7, 240b, sigradi2013_238, sigradi2016_399g, dd6d, b444, ecaade2016_042b11, ecaade2016_216e55, fca3, 5a42, d07a, e034, b54f, fcb1, 32b2, c857, 9f0c, 7e4e, d24c, a2c5, 99cd, 4ad5, ecaade2014_105w23, f193, d38a, 3c97, bda3, b097, 5209, ecaade2013r_003m2, e4f5, 6f86, ecaade2014_023m6, b5a9, d2a6, ecaade2015_55k10, 7388, c621, d099, e441, 5795, d9ec, f655, 5fdc, af4b, acadia16_140c10, 7f3d, sigradi2015_3.201v3, 5a40, 52c8, 0f1c, 46af, 7b62, 9674, 3bf4, d910, 4ae0, acadia15_223c9, 6913, 918d, b8a2, 8504, sigradi2016_801u, caadria2016_291p12, caadria2017_113p29, 84f1, ffa4, 31b9, ecaade2014_169k42, sigradi2014_057s5, 5dfe, d8c4, 2bae, db5e, d257, 4170, 048d, 8387, sigradi2013_100, 7361, acadia14_375ax, 9c60, 09a9, a0d3, 4199, sigradi2015_8.47f11, b6ea, sigradi2016_369qq, c65a, 3f25, 8f9a, 6876, ecaade2016_089c25, ac05, f78c, dc31, caadria2016_819i34, ecdb, f533, f8d4, 7854, 7076, b0e2, 18d0, 6332, eba8, 2e69, 86d0, f6e4, a10f, ec1f, 2c7d, 2b88, 4e16, ecaade2015_237g54, 96ab, 06d6, 8176, b55c, ijac201513203l7, acadia14projects_339aj, 2576, 4e2c, 8448, 6af6, ecaade2013r_001o1, d0f6, 3c7e, cb62, e080, e32f, 2885, 4e4c, 0c5a, 68de, 8ad2, 0ef7, 3924, e8dd, 4916, b748, 2a06, 84bd, 7f13, 3a0d, 1db1, 79a1, 9b12, caadria2017_028e10, 41ba, 4066, 1599, caadria2017_109c29, 0a4e, acadia14_507ad, ecaade2015_265p58, c87c, 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cf05, 304c, 7f5f, 4549, c4f3, 0cae, 9edd, f519, eed8, sigradi2014_313z5, 02a9, f289, 08ae, 3e01, 1e51, f711, 104b, f8e2, f3be, 3acc, e08a, ascaad2016_008h4, 5b20, f5ea, a29a, 0a90, sigradi2015_sp_4.275v29, 8440, 2249, 1346, d64b, 2c0d, f47c, 6b26, 8aa5, sigradi2013_303n, eac7, ascaad2014_008b5, f75f, 42db, sigradi2016_614u, 4b99, 0366, bfd0, a944, ec71, sigradi2013_152, 6225, c536, f8f7, 663d, e97f, c21d, 2a08, c810, 744a, 1f46, 9ab9, 5446, ijac201412303e9,