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 Mon Chu
year 1996
title A Symbolic/Neural Hybrid Approach to Emergent Subshape Recognition
source CAADRIA 96 [Proceedings of The First Conference on Computer Aided Architectural Design Research in Asia / ISBN 9627-75-703-9] Hong Kong (Hong Kong) 25-27 April 1996, pp. 191-198
summary Recognizing emergent subshape is one kind of human visual behaviour. People usually recognize several distinct emergent subshapes from primary shapes and give them different interpretations. This paper presents a symbolic/connectionist hybrid system to provide computers the ability of this kind. Through this approach, the recognition system is divided into three modules. Source images are sent to the first module, that is a connectionist network, of the hybrid system. The network is responsible for transforming the source image into abstract visual data, named Pre-attention Distribution and Local Feature Information. Then, the abstract visual data are processed in the second module that is a symbolic subsystem. The subsystem is responsible for making decision in the Visual Search Attention processes and for managing the features of the whole shape. Finally, another connectionist network takes the previous results from the symbolic subsystem and performs the final recognition.
series CAADRIA
full text file.pdf (413,857 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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sigradi2013_248a, 0141, fa56, 227c, ecaade2014_153t37, 95a2, bf9b, 0fba, 8121, fd0e, ecaade2014_218m55, de5c, 5ebf, 55f2, 3c02, 354d, feae, dd77, 2891, 7a04, 0913, 81f6, 0cbf, 05d7, bfd2, ecaade2016_095k26, 274f, 253e, 9679, acadia14_479y, e23e, ecaade2015_237l54, a5a9, sigradi2016_550k, sigradi2013_30e, 60f4, 18c6, 4b66, f3e6, 6dc7, 2c86, ecaade2016_158f43, 74f9, 38b0, 4a2b, b9de, ijac201513306y12, ec4c, acadia14projects_681ap, 6cfd, 35ff, dadd, 5e54, e6e1, b0de, e389, f8ea, d471, ef96, 40e3, d51f, 2760, ascaad2014_016i9, a791, 8ac3, d58d, 04c8, 2424, f42c, 2bc3, d916, 6d81, cce9, a4d0, f6f1, 6e80, 7d17, ae0f, caadria2016_271u11, acadia15_343n14, acadia14_101ac, 0957, 2f5d, 86e2, 12fc, 080b, 52c0, 0ad3, ascaad2016_038e15, c63f, 613c, 618e, ce4a, 5b39, a4ab, dbeb, 549c, 054b, a9dc, 3c14, 79a3, 3296, 5af5, 38f0, abb0, sigradi2016_399g, a03c, ijac201513203i7, 7810, b3a5, ascaad2016_041j16, 2220, acadia16_342e20, ijac201412405c9, 6663, ecaade2015_336f73, caadria2015_208t31, a505, 7061, 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caadria2017_070r22, 3a4b, 8834, 96e4, 34d4, sigradi2014_341d8, 7c6d, 3b66, a78b, a236, 4e83, dfa0, f840, d91d, 6512, f5ce, 1975, 7e09, c02b, b987, c848, b03b, ecaade2014_023m6, bcb2, 0bf1, 221f, e47d, 8f62, de65, 6c09, d287, 9dd0, 5a87, 15db, 2e3f, 86f4, 1b11, 7bf5, acadia15_469i20, caadria2016_745f32, b680, b0c0, ecaade2015_53m9, 6096, a47e, aff4, b02b, 657d, acadia15_161b6, 6ac9, 4d10, d745, fd06, ijac201513202g6, a31e, cbd2, 3e06, 9578, 1e5f, 529e, 7401, d217, acadia16_402t24, 5f8a, b322, ee5e, ecaade2014_168z41, sigradi2016_530hh, ad5e, 956e, 50a6, b2e9, 69a4, f7f8, 9316, 9c07, 6ce4, 0e9e, 38f6, 4a0c, 67ca, 2160, 5ae5, caadria2015_122l19, 335c, 8824, e2ce, ijac201412305s2, 62e2, f0b0, f5ad, 34b0, 3475, ascaad2014_005g3, c455, 7f18, d7ff, ascaad2014_022g4, acadia16_224s14, f824, 0a99, d6bf, 6c91, 6823, sigradi2015_10.377u22, ecaade2016_242l64, 4674, 0cd0, 3028, c21b, fc26, 6ad5, 8bd1, caadria2016_651d28, 05ff, ecaade2016_108a30, c478, 49d7, fb3e, 195b, f642, 31cf, caea, fc27, 09ed, 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725d, b5ce, 9dfd, 2365, bb7d, ecaade2016_038f10, bd6d, 8ce9, 7920, sigradi2014_345u8, c572, 57da, 0d16, 5061, b117, 3bb9, 66d3, caadria2017_015r5, ecaade2014_233o60, caadria2015_233e35, 1c2f, c9fe, ecaade2015_199c43, 7c78, ddad, 90c0, 8caa, 5a39, c912, ecaade2016_067j16, ijac201412301e6, d857, 143e, a5a5, 22a0, sigradi2013_389k, d909, 6a2d, ecaade2015_21g4, d8f5, acadia14_53m, 7a7d, a35e, 9b02, 40c5, 0398, ecaade2013r_003o2, 2ad5, 2012, d9b0, fb08, 9e94, ecaade2016_mrtl66, d982, d972, 5977, 252c, 93cc, 7ddc, d3c0, e98f, f872, 7813, acadia14projects_601w, 117e, 8b23, d558, 8e8d, 275c, cfb3, 3c82, 0da7, a2e8, fdf8, caadria2015_130p21, 04ff, 712f, 0d51, 1187, 9ebb, e07a, f419, a815, 1a3a, sigradi2014_045a4, d11a, sigradi2016_381v, caadria2016_787g33, 2fd5, 41b4, 06d7, caadria2016_013w1, sigradi2015_3.268m5, ascaad2016_012r5, 6eaa, 7946, c6e3, a49e, 9631, 2fdb, 9b69, caadria2017_190n45, 318d, 0dd1, d71b, df16, 3a86, 610a, 1347, 8319, acadia15_323e13, b0a3, 5327, ecaade2014_023h6, 7945, 77cd, 2395, e078, acadia14_23aw, 61c0, 895b, caadria2017_124j33, f7ed, 10eb, cf39, 09b6, 04d6, caadria2015_213w32, 85da, 4d23, caadria2015_030i4, ecaade2013r_005k4, 0797, caadria2015_004j1, 3be6, 9498, ecaade2015_317f69, fa78, acadia15_395v16, b191, c830, be18, 9a12, f4c3, 5108, caadria2016_611j26, c317, e3a2, 257d, ecaade2014_100d23, sigradi2016_654uu, 4a80, 8542, fa62, adab, 324d, 55ce, ascaad2014_030y8, 069a, cd28, acadia14projects_565aj, 9eb8, 6db3, 714e, caadria2017_004o2, 9b10, caadria2017_122t31, 835d, acadia14_579j, c3a8, a079, 507c, d816, 19e6, 5b45, ijac201614407n4, 1eb2, ec8f, a2c5, 648c, 0634, caadria2017_051l16, a691, 0252, ecaade2016_040p10, ijac201513201h5, ijac201614404x2, acadia14projects_517n, e323, 9547, ascaad2016_045b19, ccf7, sigradi2016_484h, 08c8, 1487, sigradi2014_282n3, ee83, ecaade2014_044i11, df58, b4de, 2f52, d8ee, 0ae7, caadria2015_119e19, 0f92, ecaade2016_221x56, 93ca, 518c, caadria2016_569c24, ecaade2016_106j29, 9c4a, 7d63, cf96, 4a83, 1810, 66a2, 6dbb, 5bd4, 1b1b, 46c2, ascaad2014_033f1, 3ab9, caadria2015_013j2, d252, 6e98, ba9c, 52af, 7a4e, 7adc, a4d5, 7aaa, 48e4, 9029, ff01, caadria2016_529l22, fc50, 9174, 2ebb, d26d, 63db, d232, b69c, acadia14projects_291ap, 709d, f34b, b196, c8f6, b2ab, caadria2016_259p11, caadria2017_035w11, ascaad2014_025k6, acadia14projects_549u, 19c2, df8d, 3c2c, d161, sigradi2014_074d6, bebf, acadia14_177r, 3b9a, 6d6c, 7d84, b2b8, bd85, sigradi2015_3.345t5, sigradi2016_488u, f03f, ea98, cf38, 71b1, beab, 6e44, 26f7, 9a7d, caadria2015_130n21, 9b24, 05bd, 2b69, 2122, 09cb, 9e5c, 97bd, 39b1, ijac201614303g2, 81a1, caadria2017_129c35, a239, 3c76, b125, fedb, 68eb, 8cec, 31db, ca1f, 92b4, f45e, 7317, acadia14projects_189at, 0213, c483, f821, 79e7, ecaade2015_193w39, 9b20, 22a7, caadria2015_139h23, 07cc, 8145, 3d4c, 7750, acadia14_579ay, 2049, ff5d, 4720, 778a, ecaade2014_206u53, aa3e, c68a, caadria2017_132p35, sigradi2014_293a5, ead8, sigradi2016_408q, caadria2015_023x3, 3423, acadia14projects_111l, ijac201412303x7, d88a, 51a9, bf16, ecaade2016_013s3, 2d5e, 969f, 8057, 80cc, 0bf2, a5ec, a5eb, 9ea9, 6e07, 3a9a, d5dc, 1188, cb0e, b308, 5e0f, caadria2015_172f26, 1455, 7404, b15e, e170, 7673, 32fb, 0ec2, 04b7, fefb, 7d19, 59ae, d715, 0168, d30a, 4b8e, 95e3, cf7f, 8cca, 0d06, 9ebd, b63a, caadria2016_177c8, a8fc, acadia14_327a, 10a2, f67a, ecaade2016_123c34, 7407, c6c4, 7b76, f1d0, 2253, 472c, b5b8, ecaade2014_085f20, 62d5, 7451, 44ce, 8c0e, sigradi2014_329a7, b994, 83f3, 69ca, caadria2016_311y13, f2c0, c8f9, acadia14projects_699p, ecaade2016_ws-dleadj68, acadia16_214s13, 47f8, d835, 9903, da0f, 7e7d, 4e1c, ecaade2015_229e51, b71f, 62b5, d02e, 593a, b8af, 61f8, 4b13, 284d, 4b5d, ecaade2014_201d52, sigradi2014_097m8, 74f3, 5c60, 2081, caadria2015_233g35, 666d, d05b, 996c, f7a6, 1115, 32a9, ascaad2014_036f2, 2f8a, cf72, ac0d, 3b53, 8841, 41c1, 2f82, ecaade2015_116m23, cc1a, sigradi2015_12.259w27, ecaade2014_123g28, 64c1, 9534, 7018, e11a, cb77, 1099, caadria2015_102w15, fc04, d86b, de44, 3d93, b9a7, 5c1b, 482a, 0d66, ca7a, 5e37, 0366, 8343, 6c53, c018, caadria2017_009h4, 125e, 697b, baa2, d8c1, 209d, 01be, c81f, 3293, ijac201513305r12, 557e, b1d8, 5a23, 8512, 925a, b32d, c177, ecaade2016_136x38, acadia14_609ar, a856, 180d, 802d, cfd1, 7c0a, 4694, 55a5, 009e, 8068, 16ef, cd86, f7f2, sigradi2016_816yy, d3e4, acadia16_214k14, caadria2015_122j19, c336, 9dcd, ecaade2014_151x35, acadia14_365af, 9de7, 2357, acadia14projects_579i, 281d, 753a, 65ff, caadria2016_177i8, f638, aad1, 6b03, 1bdd, 5239, 331f, 7e1f, dfae, acadia14projects_153a, d0ea, 1bcd, 50de, 630b, c325, b1a5, dbc8, fe25, 517d, e7fc, ecaade2014_084s19, 2f6d, ecaade2016_104p28, sigradi2015_4.219f7, 977c, 5620, 18d9, 6db2, 5a4d, 5140, 307e, ecaade2016_154p42, f3bb, 5196, 87f5, f42e, acadia14projects_177s, 8861, a059, sigradi2013_280r, 1c1b, 73a4, caadria2015_105h16, cb0c, 7c75, 467d, 013b, b82b, b465, 1323, 0fa3, b9e7, a201, d017, 498e, ecaade2015_64i13, 4d33, 7332, ecaade2015_307n67, c42a, caadria2015_099r15, 26c9, caadria2017_016c6, 4753, 826f, sigradi2016_815bb, acadia14_101w, af2c, 9bc7, 8870, ecaade2016_ws-dleadh68, 7805, sigradi2016_530ee, caadria2017_168a42, c0af, bcfe, ascaad2014_030a9, 2b57, 9b2a, sigradi2013_330e, ec24, befd, c575, b072, cbaf, 5080, 39f0, f3f8, fcb9, sigradi2016_430p, sigradi2016_771u, b497, acadia14projects_189ap, 9265, 1a94, c442, cab0, sigradi2014_292t4, ijac201614206v10, df9f, 6076, e55c, 4045, 0efa, ecaade2014_188h48, 3b97, c232, 53ef, 3bd7, ecaade2015_92y18, de0d, 815d, a569, 9250, ecaade2015_22p4, ac6b, 6e17, 2933, d534, af15, 62fa, 5504, 2d52, b9da, 04f0, 205a, 0dd2, acb0, 0b25, 3f1a, 55e9, 669f, sigradi2015_8.264t14, 1764, 1986, a69b, sigradi2014_178h5, 22e3, 5cd3, 26ab, d081, 86f9, ce85, 3deb, 55f8, e57f, ecaade2015_329j71, fc5b, 8611, 3894, 68ad, fe43, 488d, bd75, 92ed, f4c5, 6b6b, 9d43, 428b, 4cf3, acadia14projects_145m, 421d, c8d4, ecaade2016_215x54, 5470, 8249, 9272, 72ff, ecaade2016_190t50, ascaad2016_035y13, 7074, 8b7d, 4652, 904d, acadia14_609al, 8a50, 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6a47, ijac201614207m12, e5e2, 0bef, c5d9, a05a, ecaade2015_302g66, acadia14_347am, 9c75, 3c32, 03e2, d50c, 2a8e, e172, 9262, 87e8, sigradi2015_8.186v12, 3997, 8468, 9491, sigradi2015_6.329y8, 68f4, 66b8, e4d5, acadia15_223c9, b502, ecaade2013r_009v5, 8852, 4a0f, 1923, e7a1, ijac201513101s1, 35f2, 7801, acadia15_443w18, ccfa, caadria2016_045g3, d4f5, 064d, 52c7, a6e4, 12c0, 18f6, 3350, b788, 579f, ecaade2015_61b12, ecaade2015_317u68, 7ad0, ceb7, ab4b, e62c, 5d78, 96d2, 0902, 941d, 6bdc, 9247, 27c1, ecaade2013r_004d4, ecaade2015_284b62, 7953, 7796, d12a, 33b7, acadia15_203g8, ecaade2014_168t40, 04a7, caadria2017_003w1, 5249, 707b, 70ec, 4db8, 2a6b, 9fc7, 240e, 5371, 4dcb, e90f, 1e58, 310a, 6b5c, 79d3, eb09, 54b6, 247c, 1cc7, f714, eb50, e8a7, 4b5b, ijac201513104s3, 9870, 3e97, f385, fd48, 068d, 5eab, 1a24, 8949, 9b74, acadia14projects_237at, ecaade2014_153n37, 6792, aff1, bfc2, c611, d716, fe17, 3032, ecaade2016_230t62, b26c, b5f7, ecaade2014_044j11, a629, 6876, 80bd, ecaade2015_222f49, 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caadria2017_054c18, acadia14_435ai, 69e6, 5dce, e39f, da14, 4085, ecaade2016_130x36, 2f0c, fc6a, 4ff2, 5f48, 5600, 9f4f, 0d18, a840, 298f, cb05, 85ef, sigradi2016_357j, 359d, ascaad2014_029u8, c57a, b565, 965a, 4e14, 94ae, ca9b, 23a6, ecaade2013r_004g4, 0b36, cd09, ijac201513203m7, 1195, ascaad2016_014j6, caadria2016_321i14, 4fa9, b53e, c2fd, 439e, caadria2017_145d38, db69, ad26, dc7a, 3e46, a053, eb90, fa1d, ecaade2015_61l12, fc0d, 3c66, c293, a966, 2758, a277, ecaade2015_87a18, ef86, 90f3, af3a, acadia15_483p21, a448, acadia14_637ae, caadria2016_435t18, 1c92, caadria2017_005m3, 2153, fa9f, 1a21, de99, acadia14_101au, ecaade2016_185b50, ce6c, 0064, 6098, 71eb, 05a0, ecaade2016_224h60, acadia14_435ah, 876e, 7a64, sigradi2016_421xx, 21e1, bb10, d9e1, 7499, ijac201614309p6, 81a3, caadria2016_311z13, 96e6, 2a66, dc6a, 23e9, caadria2017_163e41, 9d31, 48ac, c92c, acadia14projects_339ak, ae17, ecaade2016_bkot65, 7b93, ed7b, 30ce, e28a, 2ffc, 753b, 61c5, ascaad2014_032l9, ijac201513205l8, c6bf, 03fe, ce50, 354c, sigradi2013_158t, bceb, 9a4c, df85, b2d3, 3c18, 0d1c, 1f7a, 336b, 0ae1, 78a0, 7eab, fc64, 186f, fcc5, ijac201614201x5, 9667, 5f9e, 8df8, 4a93, ec5c, bf23, 7b55, c6be, b12c, 7651, e63f, da1d, b0a1, 9652, f8c0, 23ad, 6009, ijac201412401x3, ad0a, ijac201614308f5, 1889, 24b0, 8cb3, sigradi2014_217f8, 38f7, ijac201614208e14, f7a7, 5ee8, 99cc, acadia14projects_301b, fba9, a3f2, 1abc, 8b48, 73e0, ecaade2015_158v33, 4659, 8fe5, e3b2, 97ae, d3fa, 465a, e58a, fe59, 6eca, 9940, ae4c, 983a, 88a0, 3be1, 1367, caadria2016_321g14, caadria2017_085e25, acadia14projects_199ae, f9f8, 9733, f8c1, 358e, cec4, db77, c2b0, 5a33, ascaad2014_017l9, a5ba, 415c, 8d2d, acadia14_75ax, f656, 1e41, 329b, sigradi2013_117n, cb2c, 1843, ecaade2015_100t19, beba, ecaade2014_079u18, 3d6e, 74ad, ecaade2015_217l48, b724, 4e16, 3f2e, 9d83, sigradi2014_345y9, caadria2017_047b15, 94a4, dc61, 9527, 3c10, 1994, 3974, 283d, 3027, sigradi2016_400k, 060f, 1e6c, acadia14projects_473au, 996d, 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ijac201513104l3, 6dff, eb02, 7edc, ab71, 48f2, e66c, 73fb, 3ff2, 5d50, 4326, d6e4, d042, 3255, 5765, a52b, 49cf, 1011, fc10, ecaade2016_139y38, 31a9, 01c9, 2af4, be47, aa39, 1443, e495, 165f, caf5, 914c, f595, 0faf, ecaade2014_163b40, e6b5, c115, 1c9d, 5226, 33bf, 4258, f67d, 1cd2, 9890, 8762, 8c6b, ab32, 7485, 5780, ijac201614303e2, acadia16_352x21, 875c, sigradi2014_128h1, 3902, e922, b3a8, d4c1, 44c0, c924, b1d1, 922f, 52c2, 8a5d, 737f, caadria2015_208r31, 7913, caadria2015_109e17, 4b0e, d548, 9a36, 0df8, ec37, da63, 5d62, d873, 226d, 73aa, b03f, caadria2017_163i40, 1e85, a841, ecaade2014_065g15, 4194, fcd2, caadria2016_579m24, 20da, caadria2017_129v34, 15fc, acadia14projects_601ad, babc, 65fa, b538, sigradi2015_13.316c29, caadria2017_174c42, 0056, ea0a, 355a, sigradi2013_189o, 0c63, sigradi2013_95s, cfae, sigradi2015_10.140k19, caadria2015_015b3, b44e, b3ed, caadria2016_517a22, 05fa, b034, sigradi2013_194d, 35cd, f971, a1dc, 69e0, bd22, 43eb, 39f3, 812f, 8fc2, f00a, caadria2015_130x21, 7abb, caadria2015_170v25, ea75, ea01, 772f, 2bec, 3d63, 3604, ba74, b219, 84a3, 5fbe, 8256, 8d18, ceaa, bc4f, ecaade2014_237y60, dcf8, e740, 5f25, ecaade2013r_008r5, b0e4, 37be, 8427, ac98, ff24, ijac201412302h7, 09e9, 5de1, 4915, 49cb, ecaade2015_314f68, sigradi2013_117, c3fe, e4a3, ecaade2013r_008k5, ecaade2016_094s25, 7cdc, 6aa9, 2cc4, caadria2015_064o7, 6567, caadria2016_589b25, 3a1f, a4d6, f515, 8b09, 734d, caadria2016_507m21, 3a5f, 9c5e, 8ce5, e84a, c53d, sigradi2015_1.320h1, 77a0, 15df, c991, b462, caadria2017_041j13, 2a00, 9381, ebe3, caadria2016_187r8, c14a, ecaade2014_112j26, 5ee4, 5270, 77d1, 5935, ijac201614401i1, caadria2017_190m45, dd82, 1301, de38, acadia14projects_375p, 352b, c909, 12d0, 12c2, ecaade2014_030k8, 3405, 49aa, 9b9d, 1758, b39f, cae0, acadia16_124c9, f645, 3022, caadria2016_683h29, ab30, 61d1, caadria2016_663l28, ijac201412305l2, sigradi2016_356d, ecaade2016_018z4, 9d51, 7c2b, d1e5, 6608, ecaade2014_186o47, e2ae, 7ad7, 6d43, acadia14projects_627al, acadia14_291ar, caadria2015_060w6, acadia14projects_601af, 8af3, ecdd, 6480, caadria2016_589x24, ecaade2014_173y42, 4f21, f7bf, ecaade2014_168b42, 9f1a, c280, ecaade2014_139e31, dd61, adea, ecaf, ecaade2015_247c56, 090b, ecaade2016_197a52, acadia14projects_463m, 9d70, 2b1a, ecaade2015_61g12, 6a09, a983, 35ce, fbd0, d98c, d05a, ac49, 1cd3, cc03, 3e9e, a9c6, 74bf, c07e, 1dfa, 2ac2, 2560, 3ae6, 2f9f, 7b02, ijac201513303x11, af71, sigradi2015_11.71h24, 4916, ecaade2014_020p5, 17a1, 07bc, 9b6c, 168f, 6b9e, 070d, 389b, 9259, 9a6e, bc2f, ecaade2015_25l5, d340, b0b4, 85de, 24ef, cbb1, 89a1, 57a3, a842, 6d6f, 586e, e84e, 38fb, c21a, e290, 7d3f, 4c01, d6aa, db54, d08b, f9e2, 13db, dd28, 89f5, ea04, d6bc, 2e52, caadria2015_004m1, 2217, 51d4, c5c7, 8d53, 0688, 771b, c785, 8009, e301, a0ee, f21c, 4306, 1e84, c39a, ecaade2015_77x14, 8cc9, 2b53, sigradi2015_8.334t15, 78cb, 2079, 63f6, 6731, acadia16_88y6, 6c90, a913, 7a9e, caadria2015_172a26, 8307, 1353, 03e7, 13a7, 5c0b, 98c5, 5710, f28e, 6ab8, acadia14_523as, 8083, 7dba, 8bd7, baea, sigradi2015_10.7d18, 89c7, caadria2016_085h4, aafc, 4587, acadia14projects_655ad, 1caf, 5afc, acadia16_460a27, 20db, 2dc8, 30ea, 3be7, 990e, a5c5, 588b, af98, f8e6, e0dc, ecaade2016_136g38, 6334, c6d0, b70b, b736, 9151, 3059, 7a72, e5d0, fd5e, 18c1, ecaade2014_079v18, 451f, ijac201412203k2, 89c0, cc5e, 5bd1, bd43, 6128, adce, 56fe, sigradi2014_186y5, 1fce, ca70, 8a35, 6bfc, 0ba9, b842, 043d, edd5, f1d9, 8c90, 1ad8, ecaade2016_mrtg66, ce34, 939f, de06, 0de7, f5e3, 8450, b0e7, 44fa, 5b93, 3b51, 23c0, 5302, f965, 9faf, d537, 5ffa, 6678, sigradi2013_327s, b90a, caadria2015_078n11, bc28, 3149, ed51, f5af, 1566, be2e, 2d0e, 084f, c1e9, acadia16_280n17, 0465, 278c, b268, 7414, 99f0, 3b22, 5bed, b3f7, 82b7, db26, ecaade2016_228l61, caadria2015_156k24, d927, 2eb0, caadria2017_182n43, sigradi2016_764k, caadria2017_110d29, ijac201412403j7, 6457, ijac201614303n2, 368d, 8707, b4bc, 610c, a475, 0dc7, 1fa0, 7b54, 73a1, ecaade2013r_003u2, 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caadria2016_167i7, a681, 5ece, d7e7, 3d44, 1098, c8ce, acadia16_344r20, e04c, 761b, 55ef, f08b, f53c, 2ded, 091a, 8e94, e375, ecaade2014_022b6, fce6, beb4, c39c, a0b6, be82, 58dc, 80c5, e5e8, 9b86, 5863, f3a5, a9eb, 5098, 3d28, 3efb, 79c5, e33b, 7cfe, 149c, acadia16_260i16, 97a7, ecaade2014_214x54, fe46, acadia16_244w15, 6e70, 0f48, 0f22, 3d00, ecaade2014_186b48, 9c13, 3ed6, 1b29, 76e2, fa68, 5634, c92d, cd81, d656, 4a33, 5598, 2b1f, e8d0, 69d0, 24fd, 6cf7, 69c6, 7055, 217a, ascaad2016_038m14, d3e5, c102, ecaade2014_089w21, caadria2016_405m17, c2eb, e786, e715, acac, 678f, 282d, d642, 61ec, 1d91, sigradi2016_737dd, 886a, 21b6, 61b2, ee64, 6729, 2d75, 66a8, ddaa, sigradi2015_10.307f21, 87ac, e284, 6a76, 91ff, 8860, bd1d, b016, 0337, 6824, bda6, 3172, bfc5, ae41, 86a6, eba0, 967b, 366c, 4ffb, sigradi2015_11.166a26, 604f, 2849, ad08, 250a, d2e4, 91fc, b136, eae4, 7909, ddae, b383, 6f5f, 3440, ecaade2015_301y65, c3e8, acadia15_232u9, 8e1e, d8e3, 9092, bf48, 4b37, acadia14projects_681ak, 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ecaade2014_186b47, b029, 6dfc, a55c, 1834, 89c2, 0582, ascaad2014_023t4, a268, b50d, 6171, 0456, 15d6, 062f, aadb, b030, sigradi2013_268j, ecaade2016_065a16, sigradi2016_636o, 429d, d468, 4f69, cc98, 469a, 78ac, 78c9, 3295, c399, c826, a2f1, 949a, f14e, 2467, caadria2015_122i19, e7de, 4d6b, acadia14_479w, 03cf, b740, 6136, b2c5, 2bb0, 92ac, ba99, ecaade2015_170g35, 7a59, cbef, ecaade2015_171k36, acadia14_101aa, 3558, 52ad, 639f, caadria2016_851u35, f2b4, 6cb5, eaca, acadia14_555c, caadria2016_631g27, 19a7, d9a5, d20e, 0f42, 6f4c, ecaade2016_013o3, f996, ecaade2014_153u37, 0280, sigradi2015_8.186z12, acadia14_399am, e862, 7c86, 4fc5, 3a16, 00e0, 64b0, 72fb, ecaade2014_111a25, 6db4, 5578, 0857, ea31, sigradi2016_752oo, db4d, ecaade2014_194p49, 8887, 3cf3, 438d, 5ea6, 40f7, 5769, 0d22, caadria2015_114i18, 87c4, 0c29, 648f, d705, c670, fa5f, 0dc8, ecaade2014_132c29, f390, ecaade2015_193f40, 1ec0, 929e, 0908, 307c, eb11, 4109, sigradi2013_381j, 4bc3, 50ce, 1337, ascaad2016_045a19, 047b, bb80, ae2d, a9ce, 8ff1, 8336, 7d2a, bbb7, 39ca, a4c8, 4ae6, 4c6a, 2405, dd0e, 28f3, 4aa6, 689e, 994a, d77a, b659, 4870, 1809, caadria2015_081w11, ecaade2015_138b27, 6ba3, 1a18, 51dc, dce9, 70e1, 63c7, c800, acadia14_199ai, 2196, 1792, 9635, sigradi2016_777cc, 90e5, 958b, c294, 9b04, e547, 4661, 82d6, 7111, ascaad2016_009p4, 3b45, 0c3a, b022, 2b02, bbb6, fc1c, ascaad2016_034i13, 61b0, ijac201513305t12, 5de4, ecaade2015_136t26, 01d3, afce, 1e0d, 4707, 3d58, 6024, 98cf, 669a, 4d6d, sigradi2014_128e1, 97f9, 0554, a52e, 7eac, caadria2015_014k2, 13f6, 6bcc, a5d2, 9f02, ijac201412408y2, 8b55, 968a, d51b, f94e, 12fd, 127e, 016d, 94e3, ecaade2016_077o22, 493c, 58df, sigradi2014_345l8, 32e2, 1453, 1a03, 74ec, ecaade2014_184h46, 4722, caadria2017_056g19, 530c, a256, 47f9, f421, acadia16_196g13, bad0, d607, 08a4, c3a6, cc3c, 4ed8, ascaad2014_015z8, fd04, 8d8c, 374f, 985b, cfcc, de5a, 70b8, fed4, ecaade2015_122j24, ed46, e245, 3074, 1c6c, e623, 32a2, dc37, c4da, 3a5e, 92d8, c403, 50dd, 76f7, a53a, 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sigradi2014_201g7, 1486, 3b2f, 90f1, 5afe, 851e, caadria2016_725k31, dc01, ecaade2015_83m16, 0d4e, c396, 4015, 36ec, f063, ecaade2015_332z71, e369, sigradi2016_385mm, 5c50, ea74, ecaade2013r_001g1, a860, 5bf2, 4b10, sigradi2014_036s2, c0ae, 29ae, d6af, a12a, dd1b, bb28, sigradi2015_8.186d13, 37e4, 5d10, 384b, cd9d, 6990, 559a, caadria2015_096i15, f912, 49bd, 2a39, 6257, e76e, 6124, 7197, 6c3e, 225a, ecaade2014_052t12, c970, efa1, 849e, bcfd, f774, 0856, fd00, 9723, 816f, 82e0, 746a, 8028, acadia14_479h, d4b1, d8a8, b0bd, ecaade2014_014a3, 738f, d5cc, be39, e6ac, ascaad2014_024t5, 489b, 6a89, db5e, f02e, e513, b4c2, b30b, 31ac, ecaade2014_180e45, e694, 8e5b, e828, 0ccc, 0c75, 1dfe, 6bc9, 9c9a, sigradi2013_77, 0608, f4b7, ijac201614105y4, 7d34, f803, 35e0, f90a, sigradi2016_690f, 01bf, d99d, ecaade2016_234w62, 59a4, 3dec, 8d7f, e372, d1af, 64e1, ecaade2015_178h38, fd58, 58fb, 0502, 867f, sigradi2014_047o4, 0956, d87b, 06ff, sigradi2014_041j3, ijac201614309l6, acadia14projects_661f, 9602, ec4d, 81f1, a68d, ecaade2015_64b13, 28f8, 4e25, 55bf, ijac201614201l7, ijac201614307j4, acadia14projects_453f, 1bd4, caadria2017_096l26, 1720, sigradi2015_8.264n14, e9a0, 1995, 2b90, d5bc, ecaade2015_193g40, 9d92, ijac201614205k10, 4c03, 2b80, 5a44, acadia14_189ak, e071, ca05, 9e26, ad8d, 2abe, 19ba, 3764, d1f4, b1a2, 4459, f766, 3db1, 08a9, ascaad2016_017d7, c7e4, c386, 6419, 74e2, ecaade2015_74l14, ijac201412302r7, 25e1, 771d, ba7c, 8a74, acadia14projects_463z, caadria2016_851e36, 96b7, 45a0, f663, 9a1d, d351, 0eff, 292d, 648e, e020, 6d59, 160e, 9ac3, 2882, ecaade2016_095l26, 1377, f044, 38bb, sigradi2014_137j2, b61a, aa57, cb88, ecaade2015_138c28, 22f0, 41e0, bbec, ecaade2014_182y45, 6486, sigradi2013_194, 7764, ecaade2014_224r56, 5de0, 2705, sigradi2014_074x6, acadia15_497n22, 0e32, df47, d4c2, 7d67, abbb, sigradi2014_263x9, ecaade2015_269l59, ffae, d20d, 08b6, a349, 884c, 4b29, fdb0, 308d, b693, fcbf, 2ae3, sigradi2015_11.136t24, 3f69, acadia14projects_479aw, 084d, 4b49, 9ac5, 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caadria2015_130a22, 2349, 765a, ecaade2014_140o31, ecaade2014_104m23, sigradi2016_524aa, 6d6a, sigradi2015_4.52m6, f11b, 57fd, dbc4, b039, bf92, 5558, 0b28, 98c9, b28c, d699, ecaade2014_226z58, 7a67, sigradi2015_3.9a2, caadria2015_031p4, ed38, 6571, 2ebd, 77c7, 47ee, df62, 6eff, ab91, 1155, 60e1, 480a, 04bd, acadia14projects_589d, aa46, 954b, acadia16_214e14, 74e0, 8b62, sigradi2015_3.394f6, 3e0b, 61ad, acadia14projects_637af, ijac201513206w8, 56f2, 8976, 150b, 4227, 016a, 981c, 29b6, 8327, fcc9, 6a80, 4ebc, 5b7f, ecac, 90cb, 8045, 405e, c888, d54e, dc1c, e128, ecaade2014_195v50, e055, 96c6, a707, b98e, fc01, 1bcf, sigradi2013_359g, a48e, 2b1b, caadria2016_343d15, e3cd, b302, 2a94, 7e3f, 79f4, d180, a994, 39e2, eb4b, 53a1, b985, 2da9, cb14, eccc, acadia16_424g25, 2f37, caadria2017_009v4, 3665, 2b4c, sigradi2016_440ee, 1dcf, 44f8, db03, caadria2016_777a33, 35a0, 4f4d, f8ad, 0f06, ecaade2014_113u26, a2d6, ecaade2014_109m24, aecb, 36cb, sigradi2014_281k3, caadria2017_055m18, a0e1, 6461, 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