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 Mackenzie, C.A. and Gero, John S.
year 1987
title Learning Design Rules from Decisions and Performances
source Artificial Intelligence in Engineering. 1987. vol. 2: pp. 2-10
summary This paper examines an approach to the extraction of implicit knowledge in rule form about the relationships between design decisions and their performance consequences. The effects of an imposed structure on a performance space are observed in relation to matching points in a decision space. A mapping between the two spaces embodies the knowledge that is discovered. The performance space is structured by Pareto optimization and the knowledge extraction process is illustrated by two examples from building design. The use of the methodology for learning about decision/performance relationships in extant designs is proposed
keywords inference, expert systems, design process, evaluation, learning, theory, applications, systems
series CADline
email john@arch.usyd.edu.au
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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ca24, sigradi2016_732u, 0086, c87c, df85, a50b, 360d, d6ca, d3e9, 80f8, acadia14_691au, 4aa0, bf1d, b3c6, 153d, ecaade2016_006t1, 785e, 8be5, a101, 19e8, ecaade2016_185f50, 74ef, dba8, 0e33, e95f, 8c78, 95bd, 6769, b838, aa07, c292, f2ef, debf, a5e6, ecaade2014_206h53, f41f, ecaade2016_111l30, 5d74, 5c76, ecaade2015_217k48, 0917, 0480, b922, 8556, sigradi2016_560y, 33c9, 87d0, ecaade2015_248m56, 73b2, sigradi2015_3.268c5, 43a8, 490b, a09e, 52ce, afa8, b8dc, ascaad2016_054z21, ecaade2016_021u5, 38eb, f528, 8971, 3faa, 3c7a, ecaade2016_078i23, 181f, dfc1, ijac201614208j13, be6f, 21e5, 31fe, 3f8e, ecaade2016_068s17, fd5e, 4b5a, a535, 8e1e, 2aad, 26c5, 7b6a, 4cf2, 2f19, sigradi2016_770n, b4ef, 4342, a979, acadia14_101ak, ijac201412202t1, 4770, ecaade2015_138h27, a7ba, b454, 3060, ecaade2014_152j36, 72e0, caadria2017_054g18, faa8, 2003, 3f03, 3c7b, 059d, ab7f, b5c0, sigradi2015_8.289h15, e5ac, b63f, 74fd, 5d82, 9866, 8e66, b21e, 1213, 7823, 46b9, caadria2017_165n41, bef4, 291f, 8eb1, d1b7, 9943, acadia14projects_43aa, 1e77, c0e8, 188e, acadia14_63an, ijac201513205r8, cb80, ijac201513304a12, 64f1, fcb0, acadia16_344r20, 9f32, c33b, ijac201412408f3, e420, 7985, 9e4a, c7eb, e494, 8810, ecaade2016_118k31, a8b1, 3e82, bf1f, 2908, 0296, ecaade2014_159k39, 7792, 3bf4, a1b3, d557, ecaade2016_215v54, 3703, 8776, ijac201614403r2, caadria2017_163f41, ea3a, 8f7a, caadria2016_435t18, 919d, 4f2f, c5ea, 7d87, dba7, 99c6, f4d6, 6aa3, cd37, 43d4, d7d8, ascaad2016_018m7, 1608, da50, 8176, caadria2016_135z5, 9b32, ecaade2014_111n25, 0d6a, a24f, 2f75, caadria2015_114w17, 7a7a, e06f, f137, acadia15_95c3, d6c5, c603, 733f, 21a7, caadria2015_043l5, 7b0b, e790, fef1, 0eae, 5830, 740d, 3343, acadia16_478k28, bfdf, 3fce, 1a17, adf0, ecaade2016_166k47, 4ec0, a720, ecaade2015_302g66, caadria2017_174w42, f0b6, e2e0, a5e4, acadia14projects_117c, 794c, d7af, 3284, e55e, 5584, acadia14_479ar, caadria2016_425f18, 0f53, e497, 78b6, 1514, ijac201412402l4, 7ff2, 6554, 7ecb, 2502, c57f, 00c0, a506, 947c, 80f9, b40b, 9c8c, 8f4f, e6f7, d5e3, 8e2c, 3101, 2651, 99e3, 38c5, 2c7f, d5b9, 0587, 108f, 4c1b, d142, d3df, 6fce, cef7, c267, e668, 4c39, 16e0, 7201, bf35, 2e97, 9959, 2b2d, 2075, 4660, 6019, f986, e203, 5009, sigradi2015_8.186g12, 4028, 035b, 0bcd, 040b, 6b61, 9fd3, fd44, 7c3b, bb8e, f1c7, 16eb, 229f, caadria2016_683z29, d3ab, 54aa, bff2, d74c, sigradi2016_712nn, c179, e5e7, caadria2015_209d32, 0914, 5e11, 8dbe, c63e, caadria2017_004j2, c06d, 1e68, 6c23, f212, bc2f, acadia14projects_153a, 3cc8, 0edb, 987f, b006, 6a64, 3df3, 5f36, 670a, 142d, ascaad2016_036a14, 2382, 535a, ac5e, 16fe, a6bf, 2c16, 6691, d6d1, 3c38, 262a, ijac201412405m8, d510, ijac201513104p3, 21e7, fc24, ec91, 29fc, 6803, 2dd6, 74a8, d791, a346, 72b1, 4ca7, caadria2017_004k2, ijac201412304r1, b9f8, 16c3, 4c4f, ca64, e383, cd00, 1e33, d6a9, ijac201614405e4, 97b7, d8cc, 4288, fa30, ecaade2015_206b46, 356f, 690000, 6dc8, 1476, caadria2015_072l9, ijac201412402b5, 3b6b, 33dd, 22c4, a3c6, 994b, adf2, 4f6f, 1ea9, 62b9, 8c44, c35a, sigradi2016_490ee, f29b, e350, eb3b, faf1, ab9d, a0f6, f299, a1f6, cdfc, 631e, ascaad2016_011j5, ecaade2015_229p51, 8c06, bd15, 4172, 696c, ecaade2015_217g48, 4a98, 6a56, 65c3, 767e, ca61, acadia16_154e11, c44d, ecaade2013r_018j9, 9e40, caadria2017_183c44, fe87, d508, acadia15_211t8, ecaade2016_tkoi67, f3eb, 16c2, a2de, ijac201614207u11, 53f2, ca35, 08d7, 98c8, d462, 8665, 4f15, 22df, 7cee, 3030, dfe9, 038a, 0531, acadia14_53s, ecaade2015_229l51, c82b, 3eb7, e9e2, 3245, 14e5, 2794, 2969, 9008, acadia14_579m, 6c62, fd0f, 0174, 3517, ijac201614202v7, c5d7, 0abf, eb3a, 5031, e845, f5f2, 66d5, 43cb, 929a, be8f, c2ba, b68f, 919c, 9bf5, 8a4f, acc3, 9a92, 0c31, acadia16_106e8, acadia16_260j16, dca0, 2ee1, cf4c, 44bc, ascaad2016_042w16, 3bc6, 1f08, 1ac3, f925, 02ea, 962f, e5da, fa16, caadria2015_012i2, sigradi2014_144u2, c5db, b374, ecaade2016_175i49, d666, c7ad, dd0c, caadria2017_155m39, acadia15_371k16, 89b2, cad5, 6beb, e158, ab11, 0da8, 8699, 4d2f, d3f9, 6242, 5955, db5a, 45a4, 62fc, 5fbd, caadria2017_113x29, 2e5a, 7a99, 1857, 4240, ecaade2014_023t6, a65b, e6d3, ijac201513305s12, a2b9, 630c, ee36, afa4, 9397, sigradi2013_393, 0f2c, cc85, 7d8a, 9d3e, 5ee5, de15, 88c4, c1e7, e91d, ca80, 8796, c374, d411, da69, caadria2017_123j32, 3b95, ee33, 9eee, 552f, caadria2017_163u40, caadria2017_165i41, bfb9, caadria2017_056g19, 747f, acadia14projects_549z, 3021, 8b6b, 3fb5, c324, d77f, 008c, ecaade2016_075m22, ec87, 06c8, d674, ecaade2016_027f8, 87d4, ecaade2015_297d65, 3abf, 256b, da2e, 97d3, f8b3, ed18, 6856, 3af2, sigradi2015_11.165o25, 9e36, ee32, d003, b954, 7afd, ijac201513301z9, f44d, 816c, acadia16_478a28, ijac201614307x4, cbc3, 0ec1, ddcd, f706, d3d2, f1f8, ecaade2015_59p11, fa77, 6900, 666e, b392, 1369, 5101, aada, d041, 9593, 7ea7, ecaade2014_052b13, 3527, 837f, e939, cedd, 257c, cfba, ad6d, acfb, c788, 6110, 04c3, 4367, e96f, 703c, a343, b152, 73e0, 053b, ascaad2016_016r6, 5d38, 0d24, e192, ef9a, acadia14_473au, 8da4, sigradi2013_330c, e0af, 7326, 7b9f, ascaad2016_022m8, 78da, caadria2015_108y16, 0bbd, 8f06, ijac201614306x3, 5b50, 7395, 9bfb, e28f, sigradi2016_627h, d4bb, 9f58, bd24, b919, sigradi2015_3.11c2, 7a78, d828, d0be, 1e81, 51d6, 555b, caadria2016_023n2, 4420, 2666, ecaade2014_168t40, acadia14_601x, ecaade2014_239t61, 1073, ecaade2016_032r8, e8ab, a149, 48a6, 44c8, c656, eb10, acadia15_251r10, ijac201513203y6, 560f, caadria2017_096t26, 0809, d8a8, c310, sigradi2015_3.9b2, 45a0, sigradi2014_063u5, 5409, 1ce1, 7e26, 1577, 906d, 464d, 6ca8, caadria2015_162x24, 5f7d, 6edb, 184c, bf9c, ijac201412403e7, 6fe4, e224, 688b, 5722, 4ea4, 07be, 0313, caadria2016_601g25, acadia14projects_589g, 7230, sigradi2016_431t, d6ee, 85da, 59f6, 842e, 6412, f995, sigradi2014_339y7, 4c2b, 1774, 4f58, 37df, 5cb1, ecaade2015_38p7, 1536, a184, f6d6, caadria2016_641r27, 72c4, a753, ecaade2015_301c66, 9f71, 35a3, 713a, 2664, c9f1, ed23, ecaade2016_185b50, a89c, 2145, 2e8f, a381, 4590, acadia14projects_497v, e97d, 70f0, 5bc2, ijac201412303l8, acadia14_291at, 2238, acadia15_185f7, 54f4, 02cb, e15e, e91f, b884, ccda, ecaade2014_184k46, 7c80, 0a95, ecaade2015_53s8, a63f, c914, e165, be9d, 6ac5, 133a, ijac201614403e2, d9f4, 6bb6, acadia16_344g20, ed50, f9ad, 3ff4, a87e, ecaade2016_113x30, 2345, e14c, cf09, 9e5e, sigradi2016_690a, 22a4, 11da, acadia14_63ay, 3337, ce85, c184, caadria2016_301l13, 3eae, 252f, 8309, c46d, aa75, sigradi2016_777aa, ecaade2016_095b26, b016, 5f64, ecaade2014_012o2, ea58, bf77, ecaade2015_61f12, 0737, 4cc4, 26ad, 2242, sigradi2015_8.186x12, 342d, e427, b995, f9d1, ecaade2016_068a18, ffea, caadria2016_271z11, 9589, 720f, 120f, 06d0, 0686, acadia14projects_167ab, 5ff5, 9989, ecaade2015_22r4, 387c, f30d, 5a73, 810b, b29f, b60e, 27ae, 1a2d, cddb, cf6c, 71cb, caadria2017_017m7, 79ce, ecaade2016_ws-afutureo67, 208b, 20a6, 77b0, c7f5, ascaad2014_017n1, 64d4, caadria2015_237r35, 3ac9, b4ff, caadria2017_047h15, a702, sigradi2015_11.196m26, 7e7d, ff7a, d34e, af00, c9e4, 42d9, fb87, 63c8, sigradi2015_8.186t12, f0fa, 46cd, sigradi2013_135g, 1d54, 5d2e, 7dc5, 897e, ebac, b273, 0dbe, c9bb, 60ab, ecaade2015_92r18, ijac201513302d10, sigradi2016_690i, ecaade2016_042z11, d6a6, e10a, ecaade2016_058z14, aa8e, 1105, 3a07, a6df, 962a, f561, caadria2017_023a9, ecaade2016_067t16, f7cb, 7f15, be5b, 3eea, ecaade2016_238i63, 8b45, sigradi2013_95p, ecaade2015_55g10, ecaade2016_042i11, ebaf, 2caa, ec86, ecaade2016_071z19, ef34, 44ea, 7945, ecaade2013r_014h8, f4d5, 7e63, 0cee, f795, ecaade2014_218n55, f7b7, caadria2015_213r32, 47a3, 8c0c, sigradi2013_386a, 8f1c, 770d, eac1, dbae, a452, 9afc, sigradi2016_602qq, c284, ijac201412205c4, e8e2, ab94, caadria2015_156n24, ecaade2016_071v18, 649f, sigradi2016_625tt, 279e, ecaade2016_078j23, ecaade2016_055f14, 2cae, 694c, 520a, acadia16_450k26, 3bff, 0ea6, 0949, ecaade2014_057f14, 5aca, 47d5, 4dc1, 46a5, 72ac, 808f, 3f81, acadia15_431i18, ddcb, bd07, 0a53, 57a1, sigradi2013_304c, 9ce3, ascaad2014_004p2, 60c9, 5183, 2e26, 12fa, 6aa1, ae94, 71dd, caadria2017_122u31, ddc8, 66be, acadia14projects_247g, 2356, 33f9, 78f8, dc50, c679, 362f, ecaade2014_052k13, 3ea8, 3410, 29e8, 6b30, 5958, 3e1f, sigradi2013_303l, sigradi2013_138u, 22cb, 13ef, ecaade2015_195g41, e887, 1ee9, 1339, 6b5b, a8df, acadia14_145ak, 6fb3, 53f1, 59d8, 12de, 88bd, 1bf8, 4e14, cbd0, caadria2017_048h16, 4a5a, c6c0, f96e, 6134, f2b7, f556, dba5, 119d, 480f, aab5, 06b0, 3363, 3128, 1a6c, d87f, ascaad2016_022e9, 8ca4, 7130, bc18, 2304, fc70, f47a, 83b9, ecaade2015_53u8, 60a8, 348d, 4701, e645, f7e1, f6da, 2bbe, acadia16_382r23, 069a, b43f, 86e2, 03c3, 8fca, fcdc, e644, d7aa, 3714, 5687, f1cd, 7ab9, b58e, sigradi2013_327r, 769c, acadia15_311j12, e43a, b7bd, 36d4, 7b42, 9507, f7b3, ecaade2015_332v71, ff02, 14a1, f9d7, 7bce, 0230, a728, 1781, ecaade2014_019f5, af9a, 010a, b788, sigradi2016_381n, b3dd, 04f8, 5612, 82df, 5084, be46, bb35, bcf1, 352a, b609, f2d7, ecaade2015_130z25, b88a, 360f, ijac201614405y3, 9d98, ecaade2015_248r56, a0c6, dacb, 3cb4, 8cfa, ebe7, a513, cf90, 8984, 9766, f520, b35b, 9e51, ecaade2016_026t7, 5e33, acadia15_483f21, e0ca, 95f9, 4882, b208, 94af, 86a6, 6a23, f613, 0076, f96f, 2de8, ecaade2016_123w33, d8a4, de73, 04b8, 2636, ijac201412204k3, 8e53, bdfb, 39ef, dddd, ef89, d531, 8648, 7a5e, caadria2016_683h29, 0c49, 8a28, ecaade2015_287m63, fecf, 1b91, 2351, 1a06, e4e5, 2010, 3525, ijac201614102k2, 1169, 57b1, 8360, 3e40, ecaade2016_217s55, a9d1, 48f7, c78b, 0255, a041, c969, 3b7b, a0c4, acadia16_270z16, 3942, c238, ecaade2014_052t12, 98c2, caadria2015_237i35, sigradi2013_30e, sigradi2013_184a, dd49, b845, 2897, 154c, 997f, 75c1, 4ec5, ecaade2013r_003f3, e527, caadria2017_113c30, 5abb, 755c, b705, b8f1, 5714, 7d12, 6f1e, db8b, 4ae1, abf8, d34c, c3e8, 5e03, ae60, 2fc6, 8171, 7aca, 4785, 9b3c, eca6, fb78, ecaade2016_154y42, 66c0, sigradi2013_303s, 415e, 6943, c426, 39c5, e8f9, 1fb9, 7804, f5fc, 7101, 3260, aec5, b424, 102d, d080, ascaad2016_056h22, sigradi2016_443tt, 6e1e, 48f5, dc30, 3413, ijac201513101h1, 04a6, f3a5, 8ab4, 78d1, a629, caadria2015_150e24, ecaade2014_176e44, 4de7, dcb6, 9c4c, ce80, sigradi2014_293w4, 32a4, 996a, 6004, 4d26, 3903, f871, ef36, ecaade2014_153n36, 6bba, 7946, ecaade2016_104x28, c9eb, 5dfa, ascaad2016_022z8, 0d38, a9a7, ecaade2014_080b19, dc16, 5c4a, acadia14_375f, 8437, ff17, acadia14_463m, 0c8d, 3f4b, e833, 0130, 26dd, ecaade2016_152o41, ecaade2014_192d49, de5a, cc87, ecaade2015_72v13, 5a2d, f830, 8fc1, 5f97, 2fd4, 875f, d455, 8c3e, 697f, ecf3, 9eac, 5699, 497a, 01d6, caadria2017_147t38, be65, acadia14_565p, caadria2015_208e31, caadria2016_249h11, af12, 062f, 5929, 8194, 10b7, 4b61, 25bf, 05ff, d418, eebd, f3e5, f595, 5d14, 0e94, e448, 5caa, sigradi2013_234j, caadria2017_122s31, 02c6, cba4, b9ca, aa4a, caadria2015_213x32, b1e7, 4366, 0843, ce0a, 1512, a4a3, 3bfb, caadria2016_085e4, 35b2, be7c, 515f, ijac201614406i4, 1c43, ecaade2016_114i31, c005, 939e, 5a23, ee8c, 53aa, 28a9, ac31, 6e14, 9a56, 3782, ijac201513102u1, b200, adb6, c77e, 8aad, 2505, ecaade2016_027w7, ecaade2014_046p11, ecaade2015_284z61, sigradi2015_10.309i22, 87c4, e114, e847, 25fd, 3bb6, 3113, 0946, ca63, 2d15, 9512, acadia15_483r21, f1e6, 4fe9, c21e, 964a, 1210, bac6, acadia14_549v, b17d, b2a7, caadria2016_239d11, 7608, sigradi2015_10.140k19, cc8a, 172d, fdfd, sigradi2015_2.213y1, 7638, 3f59, 6a4f, ce0c, 2bcf, caadria2015_137o22, ecaade2014_225g58, f434, 1a1d, 002c, ecaade2015_82c16, e7de, 73ac, d008, 88f8, 058d, acadia16_72h5, fc5b, f1c9, acadia16_72j5, 2ea2, c7cd, sigradi2013_342l, ecaade2015_301r65, 2cd5, ce54, 20d5, ecaade2014_237t60, d5e4, 09ec, ecaade2016_225i60, cf38, e865, 9f9f, 39e9, caadria2017_163y40, c500, 44fa, 8060, 4cef, 4d8c, 3b5c, b223, 653e, caadria2017_016o6, 8b14, 320f, 2429, ecaade2015_116o23, f604, 99ac, f802, 406d, 890c, 84dc, 0fe7, ecaade2014_019g5, caadria2016_611x25, f619, 5025, sigradi2015_10.177b20, b42d, 4363, e900, 605f, c824, 2558, a777, 3e39, 6320, f816, 09ed, 749a, 1648, 5a33, 8fb0, c7a4, a914, 5543, fa49, bb07, fbfb, f4e8, 03c6, 9482, 1dd0, ijac201513203p6, 552d, d547, 7673, d15f, f65c, ecaade2016_047l13, caadria2016_529p22, 5a65, e0e7, 0696, 4ec8, ed76, c4e9, 3e77, caadria2015_190n28, 6a1f, 082b, ef4d, ecaade2016_068k18, ecaade2016_162i44, 31cc, 40e3, 1877, b69b, 0ebb, ecaade2014_208y53, sigradi2014_157d4, caadria2015_156k24, f537, 68d8, dae3, cd87, 9c10, 567f, 6c15, ec22, 67e9, sigradi2014_048u4, 7c47, 5a76, 6c9b, caadria2015_181a27, 8298, ea50, b116, 0c8e, 5ef9, 79fe, ijac201412205s4, f171, 3025, 2324, f5aa, c19d, a5da, c015, 0a49, 3339, 2471, 3ae1, 8a5e, c2ac, caadria2017_028z9, 5ca5, 36ce, ec33, 7d56, 6563, 801f, ee48, sigradi2014_239b9, sigradi2013_421j, 999d, acadia14_111i, 61de, e0e4, e474, a52b, b085, 4075, c8f1, 666d, f2fb, e06a, fba4, ijac201412205t3, sigradi2015_8.186i13, efef, 8e64, 9f00, 8f61, 1a6e, acadia14projects_691as, 4378, ecaade2014_070n16, 7189, 798b, c4dc, 6195, 1e0d, fd57, 3ffd, acadia14projects_619w, 1a7e, 7487, b655, 8086, 7d5c, caadria2017_051m16, 0893, 0b8f, fded, 5147, sigradi2015_10.309t21, 9c3b, acadia14projects_479au, c972, 20ab, sigradi2014_164k4, sigradi2016_710cc, ec75, ecaade2014_186f47, c82f, 155f, 50ad, 2d5d, sigradi2016_426d, 15b7, 5f13, 68bb, 96f9, 73e3, 8ac4, dde8, 7e38, caadria2015_081u11, caadria2016_003g1, d644, c16d, ecaade2014_237x60, ascaad2016_041n16, 39d5, ee17, ff20, 0776, 5e34, ascaad2014_012r6, cf1b, 328d, 4fb3, 2937, f318, f0c2, 23e6, 01fb, 3457, 7774, caadria2015_064v7, sigradi2015_11.136j24, 8dbd, caadria2017_067r21, ijac201412403y5, 4d01, 1e24, 282a, caadria2015_130d22, 635c, sigradi2014_128g1, 1321, a99f, caadria2015_073y9, 94a0, 9d6d, e70b, b9c1, d249, f015, 1135, d36b, 41d6, ijac201513302p10, faa9, 830a, e96b, b8c5, 086d, c8ed, 1bce, acadia14_565m, 31a4, 0369, 8844, c72f, 8519, 781d, 3f2f, 1545, a677, 306f, dd73, sigradi2014_239d9, b0d4, f6f6, 43f5, 8edd, d3e2, c872, f474, ijac201412305j2, 72f4, ecaade2014_185v46, c154, 553f, f409, ecaade2015_73e14, 8890, c86a, 7a91, fca8, 8a6a, sigradi2016_590i, 8414, 9f6b, 5226, acadia16_372z22, acadia16_34b3, c97c, dbe0, sigradi2016_507vv, 7263, ascaad2014_024o5, ecaade2015_87t17, 8371, acadia16_470b27, d04f, da29, d630, ecc1, c97d, 637d, d8b5, 0dbf, 34ee, e3ff, b35c, 74d1, c331, 0c48, e834, aa36, fcdf, 1296, e479, acadia16_244y15, ecaade2015_200t43, ec11, 2f00, 58d4, a883, f35a, a3c4, f836, e67e, 99cd, acadia14_375i, 6070, e758, 6105, ecaade2015_217l48, 955b, ab95, fe6b, 14d0, cb7f, acadia14projects_609az, e4fb, b066, ecaade2016_098x26, d99b, 29e6, a7df, 0c7c, 4535, bdd7, 031c, ecaade2016_164o46, 4e50, 28bb, ecaade2016_046v12, ecaade2015_171c36, sigradi2016_807nn, dd98, sigradi2015_10.138v18, 929c, acadia15_223e9, acc6, cfe9, 45e8, e12a, c55a, ascaad2016_054u21, 3170, sigradi2016_441ll, 1d8e, 9dc1, ecaade2016_ws-masshousec69, 46d1, 05cc, acadia15_47a1, 7f30, ecaade2013r_001h1, ijac201412304x9, 7b0f, ijac201614205f10, 0154, 5d2c, 6ff0, 3bb3, 8d70, acadia14_153e, 0c1b, caadria2017_109c29, a6cc, eae1, ecaade2015_333k72, 49e9, dc20, 04bc, sigradi2015_8.186h13, ac69, 068e, 413f, 3408, sigradi2016_383jj, a3d4, 48ec, 3eda, c19e, bcb6, 26d7, e394, 5e94, 9ac5, c5af, 5294, 00b5, 30c1, 5e55, 9996, 24f4, 9d41, 8f28, 7c78, 22e2, 2ff3, 6130, 80e7, b8b3, 6d72, sigradi2016_360q, 4a3e, c289, acadia14_435aj, 1138, ecaade2015_301u65, 39c7, 5d73, d0cd, f582, ascaad2014_017o1, 3e4e, 25c4, c966, 5351, acadia14_291ay, f5c2, acadia14projects_427am, 3563, sigradi2015_11.166a26, ecaade2015_268a59, ecaade2016_047k13, 634a, 5da2, eb4a, c24f, 134f, 7d85, d44b, 26f6, ecaade2014_157y38, 24fb, ecaade2013r_003v2, ecaade2014_226w58, fc74, 1524, bc82, 3681, f5e2, e0d6, ecaade2016_230n62, 549b, de7f, 8605, 0d76, db32, caadria2016_157x6, 8236, c18b, f39b, 6b45, acadia16_460v26, 0a91, 2834, sigradi2016_764i, e3e5, acadia14_579b, 891b, 5599, 1a43, 1cf0, a84f, ascaad2016_038p14, 1940, f06a, ecaade2014_198u51, caadria2016_735u31, 83fa, e9bd, d5e0, 6790, f71e, 47b8, 8495, 5c47, 727c, caadria2017_110g29, 5485, ed20, 1b37, baa3, f28e, cc1f, 3a8e, 056b, 8f09, d58c, 29a3, d2f0, 1dc7, a018, caadria2016_281c12, e93f, c1f5, 095c, 81c1, 01bd, ascaad2016_057v22, db10, acadia15_185d7, sigradi2016_737bb, c4e7, 67d8, 120a, caa0, af3c, 1e55, 871c, 16e4, 0de3, 7b37, d215, 03ce, a634, 69fb, 81e4, ed05, e775, acadia14_63ap, 4f0b, f004, 442c, ab6e, 8fc5, ecaade2014_044u10, ijac201513305r12, 558d, ca37, cbf6, 7c55, 5884, ec5f, 05dd, 7a58, 0f38, 8774, 5838, 2603, ecaade2013r_019a10, a787, d887, sigradi2016_792h, 21cf, acadia16_174h12, 430a, 607e, 643f, 18bd, caadria2017_016g7, 307a, 8b29, e444, caadria2015_060r6, 7d6f, 4474, 43b3, e08f, 78a1, 993e, f1f6, 8746, 648b, 6145, 8e8f, 32e2, 3f69, fea9, b8f6, 4471, 67a1, 66bf, ecaade2014_186w47, ec7e, acadia14_101ae, dc2d, 8a11, 1202, 2a72, 91da, ecaade2014_217h55, 5ead, caadria2015_067h8, 0542, d0ca, 77ab, fd45, acadia14_101al, ascaad2014_017c1, a244, 5c94, ascaad2016_023z9, ascaad2014_012h6, ascaad2016_038s14, ecaade2014_230s59, ba61, d14a, caadria2017_046z14, 2f5e, 00cb, a1d6, f55e, 38e3, ecaade2015_301y65, ascaad2016_054y21, ac1d, 10d7, 78f3, 34a2, cdc5, ijac201412204d3, ijac201412405j8, ed34, 3a1b, 601d, ee89, 6cdf, 8c9e, 4bdd, 348b, acadia14projects_609ai, a740, 4d8e, caadria2016_435j18, 30a5, 8616, 05b4, ecaade2014_088i21, ecaade2016_163c46, f9c3, caadria2016_405l17, bd1a, sigradi2016_778pp, dcbf, 2da6, caadria2015_114x17, 3b58, c27f, bbb7, 02e1, 9134, 96b9, 887e, 847f, 57a7, cd1c, 217c, 7b33, b27d, f99a, 9387, d8d5, ffa6, 8718, caadria2017_074m23, 91f7, ijac201513206v8, e6c1, acadia14projects_473ak, 329e, 6012, 2207, 6d32, 231f, 3c94, ijac201614309h6, 042e, 8b50, 7ed0, ecaade2014_239w61, a707, 50b6, ecaade2015_22w4, e30d, 7c68, c077, ascaad2016_040y15, cf0a, 6bea, 371d, 848c, 636b, ecaade2015_138s27, 93d9, 4ef8, e723, caadria2016_383m16, b7d4, e25c, 4090, a3f7, 9999, 0cc0, 7d1f, d101, cb7d, 37ba, b6a0, f8de, 0410, acadia15_417b18, sigradi2014_314n6, f1ec, 7a3c, 11d9, baae, 31e7, sigradi2016_461k, 671f, b1c2, f2e7, 56bc, acadia14projects_365aj, fe98, ecaade2014_149g35, cb3a, 4200, acadia15_343g14, ascaad2016_058d23, c67a, 1900, 105a, 4cbc, de44, 6e2b, acadia16_308p18, fa7d, 29b4, e11c, b232, 4676, b3cf, 389a, acadia14_555j, 13dd, d7c3, 589d, 21be, 75fa, a9f0, c53a, 5cf2, 1a83, 8dd4, 0bfc, af5d, a498, ade4, 16d7, ecaade2014_089r21, b8ec, 5fb7, ecaade2014_065a15, caadria2015_126a21, 977f, f31d, acadia15_95l3, 460d, edfd, 4c02, 99fd, acad, e9ee, 25b4, 197f, b82b, 9157, caadria2017_080g24, 5daa, 3154, c090, acadia16_244v15, sigradi2013_425p, ecaade2013r_001c1, ascaad2014_013x6, fa1e, ccf2, ec56, a8c6, ecaade2016_018w4, a032, 6d75, 318d, 692a, c587, a12c, 673f, 1866, 1734, 394a, caadria2015_126n20, 0f5f, caadria2017_158w39, b2a5, 480e, caadria2015_218p33, 7f01, deee, a269, ecaade2016_bkor65, sigradi2013_189k, cf3e, 9f8d, eabf, c763, ascaad2016_048b20, 761a, 4689, 4baf, a86e, 950e, a6c1, dc62, b271, c333, ascaad2014_030c9, 1f3f, 8158, 0081, 38b2, 4559, c2da, 520d, 13e2, c1b9, 8472, fbf5, 5865, fb11, 1f5d, 8a09, 58a1, 2d62, 8155, sigradi2013_387f, 4e63, 2c3a, 4852, cf96, faa3, 3998, f56c, c49f, 6b7a, ijac201614105w4, a236, 1340, 173a, 67bc, caadria2016_477b20, acadia14projects_463au, 9e67, 0e93, 8ae3, b917, sigradi2013_10b, 7ace, 082a, 63b3, 1299, 05b2, 98b4, cec7, 2aa9, 51ea, 672b, ecaade2014_128u28, 98e9, 3ea4, 93e1, ijac201513201t5, 52ae, sigradi2013_117t, 4138, 9b1c, e0a5, 61e6, ecaade2013r_015r8, 4744, faec, 585f, 7983, b8f8, 2a2c, 3bc8, 5969, 19f4, 24ed, ecaade2015_237n54, ecaade2014_140w31, afe5, 1c41, f974, d9b6, acadia16_470r27, 1782, 16a8, c274, 5dd1, ijac201412408w1, ecaade2016_171e49, cfb8, f456, e19a, 00f4, ecaade2014_184e46, ecaade2015_155v32, 4141, acadia15_483c21, sigradi2013_243v, 6565, 4a1d, fa25, ecaade2014_163f40, caadria2017_048g16, 6c00, 0b6c, ecaade2015_114x21, 2d40, c5c3, 9af1, 6436, caadria2016_219d10, 8ccc, 8004, 0112, b79f, 7837, fc11, sigradi2015_3.268e5, 4c79, da03, d566, 7b47, 061c, 95e2, d2b0, sigradi2016_484nn, acadia14projects_479av, 7383, 2800, c764, 293b, ee78, 2779, ecaade2015_21s3, 4d11, 71b0, caadria2015_102v15, 92de, ascaad2014_019k3, fda0, ccd9, ecaade2014_218y55, sigradi2014_291n4, afb7, dc3d, a62a, acadia14_229g, c408, acadia15_57s1, d751, d58e, ascaad2014_035n1, a954, sigradi2013_205, 6d4d, de76, 42e9, 2491, d92d, ecaade2014_133v29, 0e08, d2eb, 2194, ecaade2016_025k7, 0edc, a444, 0631, f704, d3e4, 0e7a, 43ab, db90, 7636, 28a6, 98f4, 5b03, c9a6, 876b, 3e61, b816, 79d4, 33e0, 7b8c, c999, ijac201412402i5, a559, ecaade2015_158c33, 8e3b, d963, ecaade2015_233w52, ce64, 1bc9, fbcd, b000, 0c22, e0de, b420, 033a, caadria2016_033z2, 9fa6, 24e5, sigradi2016_685oo, fa98, 74a2, 158f, 4648, 6192, ascaad2014_016h9, 04e7, 658b, 10f4, d040, 1f18, 77b3, 4955, d69e, 364a, e92d, caadria2015_210h32, a141, ddeb, ecaade2015_161m34, 4c54, 29d1, bc51, bfba, d3fd, b767, 6ef5, 72e5, a24e, ecaade2015_100p19, b89a, ecaade2015_329l71, 4422, ijac201614307r4, a190, b2b7, ecaade2016_102m28, 3c7f, 5131, a3bf, 62d2, 0bdd, 13b6, fd6e, 164f, 3a51, 274d, ecaade2015_240r54, acadia16_12b2, caadria2016_861d37, 0f04, 93e8, 1b1a, 77b2, 3be8, 629a, ecaade2016_208n53, 4107, f01b, 55e9, 19bd, 19ee, 681d, eb5b, 588d, caadria2016_487o20, 9a6a, ascaad2016_033g13, bd5c, acadia14_619w, 6515, c132, d815, 3a99, d984, sigradi2015_sp_12.402u31, sigradi2016_383kk, ea68, acadia15_57c2, 8fc6, 34b7, ecaade2015_318l69, f852, 7eae, ijac201513104o3, d631, 24ca, 0510, 91ac, af25, 70e5, 3f42, 1c09, c42e, ef14, 5aff, 84c1, 1626, e07d, f8cf, 31fb, ecaade2016_193u51, sigradi2013_155i, 967d, ascaad2016_042u16, e30e, f05b, b5a0, 6f98, ec67, 1113, 150b, 042a, acadia16_470h27, caadria2016_197i9, 56ef, ba3b, d193, 3e2d, d713, 7882, caadria2017_041p13, 8ac1, acadia14_661k, 134c, 3c63, 9997, caadria2016_147j6, efbb, dde0, acadia16_106g8, 339e, acadia14_153f, eabe, dfe5, d9f6, ec90, 1a82, 8f33, sigradi2013_41l, 3768, 1b90, 6ccb, 7874, 399a, de24, 59c1, 3a79, ascaad2016_022n8, 92bf, 8338, c288, bb40, c452, ecaade2015_309z67, 42e8, caadria2017_185r44, b554, c4e5, a77b, 49ef, 53fe, 1b9e, f132, f87e, 2ea0, ecaade2015_127a25, fef4, 9d2e, ea05, d62b, 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5a0b, da67, afb3, sigradi2013_243s, 91ec, 03ec, 0450, 9d50, 6898, 0394, 3013, 4456, af65, ad27, e89a, 578e, 0b2d, b6a9, abbb, 210e, e9ab, 28ce, 9695, 5a7b, sigradi2016_387vv, sigradi2013_158t, c56d, ea3f, 9b64, 2ef2, 9270, sigradi2014_313h6, 881a, 0083, 648f, 2fe0, f32b, 3f5a, 9be4, 2aa8, a751, e096, 2956, sigradi2015_8.339x15, f2a7, b78f, 9022, acadia14_237as, 29c2, 2205, ff7d, ijac201412408p2, 4299, 5741, ecaade2013r_011e7, 5a28, 08b7, f247, bfd9, 7978, ecaade2016_199w52, 94b0, 343d, 8ea3, d097, 94a4, c219, ecaade2015_287f63, 17ba, caadria2017_189i45, 8333, 73f1, 8b89, 149f, 2b5e, 676c, caadria2015_061k7, d790, 9d3b, d028, ecaade2014_147w33, fa55, 261a, 3be1, 14dd, b794, a7c3, 0746, ecaade2014_157k38, 1da8, b6d8, 8fce, a26c, 936d, ijac201614101i1, d712, 4ee3, ec3e, 4797, de66, 8b62, d282, ecaade2015_64e13, 1335, 6bfc, abec, ecaade2016_021r5, 15f1, 3ec2, 382e, dca2, ecaade2016_171d49, 7be4, 1ed9, 5ff7, aba6, edf2, cee8, a047, 1f15, 7056, ijac201513105r4, a482, 9269, 07da, ab49, b6b0, 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6ac3, 5088, 74cf, 239e, 80aa, dca1, 7d18, 738c, cc89, 2b7b, 5719, 5ed1, 53fa, sigradi2015_sp_8.326y30, 90a8, caadria2016_135x5, f768, eeff, 9359, 60a6, 3d15, ef02, ecaade2014_173j43, 1dd1, 2518, 7518, 232f, 9af6, 0dab, caadria2016_405b17, 9869, ascaad2016_045x18, b27b, 2e7b, sigradi2013_389o, ecaade2014_176x43, ascaad2016_040b16, sigradi2016_448m, 2235, 9370, 7387, 3dc0, 6474, 5b90, ascaad2016_018h7, ecaade2014_195k50, 72d0, 19f9, b15d, 341e, 0e8c, 4212, ascaad2016_042c17, 9741, 36f4, 662b, f7b1, 194e, dccb, 727d, 25d1, ce49, 0481, 5488, e5f3, 506f, ae92, sigradi2016_781b, 9007, 6a10, 37f1, 199f, 18b3, f42e, acadia16_424d25, 19e1, f13c, 90ab, 0f51, f99b, f4e6, c33e, acadia14_681ag, ca2c, 85b6, 7f8e, 49da, 607d, 58fc, a630, 1077, a0d0, e4d4, ecaade2014_096x22, 6690, b9cc, 2133, acadia16_214s13, 3cc6, a4c7, 144f, acadia14projects_671k, 18df, 72c2, ijac201614208i14, 759d, 6c48, 87c2, e0d3, 1391, 0da9, 50b3, 0bd0, 2f5a, 01d9, 7d38, 5e09, 34d5, 7e0c, 46f4, ecaade2015_61s12, 1661, caadria2017_029n10, f5a3, ecaade2016_190p50, ef95, e1b5, d7d2, 78c3, 81d1, 06fb, 4fa9, d3bf, sigradi2013_43v, 9dcc, ecaade2014_011d2, 2e63, 9fa2, a857, 4fdc, 5872, 0ba9, aff4, d8e6, 0df0, 558a, b00b, 1e54, d710, 985d, c8e5, 9751, d40c, 561d, 9fc8, 1769, 51b8, ecaade2016_118g32, ijac201513304c12, 8fec, 841c, 89b6, caadria2017_129d35, ecaade2014_188i48, ecdc, ecaade2014_112e26, 2054, 832a, e0a3, e52f, 1461, 1fe3, 2ea5, 090d, df51, sigradi2013_223, acadia14projects_435au, b45d, 9d04, cd80, ec28, caadria2015_081g12, ecaade2016_096r26, fb5d, caadria2017_094s25, sigradi2016_517r, 0974, 4c0a, ecaade2014_146t33, 0190, 196d, d745, 3c48, e008, acadia14projects_681at, 709c, 8fff, 0cbc, 6776, bc62, 09aa, ef0b, b3ec, 1c1d, f2b5, c303, 4524, 2291, fdf0, 2cbc, 4f04, aa08, ijac201412301v6, f036, 9543, sigradi2014_313z5, 88b9, d60a, 6879, ecaade2015_138b27, ff51, sigradi2016_440ff, 1ffb, 7686, 380c, d149, c689, ascaad2014_034l1, 0e71, 0077, d8e9, ae2d, e86b, caadria2015_130w21, a6ff, 46a9, 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986a, c2e9, acadia16_224v14, 86a9, c6f6, 91a8, c3a0, d902, d8e3, caadria2016_621r26, 6de3, d313, 2c50, 0344, e21e, 98b8, acadia14projects_63e, ecaade2014_159n39, 2f91, d35d, 477c, 5d23, fb7a, 3b1b, b07e, f021, d385, ada4, 7a6b, acadia14_579e, 2f81, 6323, e6e9, 1fec, 7cc0, 82e1, b11f, acadia14projects_311s, cffd, 3a67, 3193, 865c, c398, caadria2017_163d41, caadria2017_004n2, b515, 4a7c, 6ab1, 1a42, d4f3, cb13, 8107, caadria2016_589a25, 5133, caadria2017_046p14, 85b2, ijac201614302m1, 2a12, d489, 218f, sigradi2016_635j, f2bb, b0e2, ecaade2016_063j15, 9422, b192, acadia16_260t16, caadria2017_052y17, 737c, cf7e, a6da, sigradi2014_347p10, 09fa, 0be5, e624, 23ef, 1b03, 7497, sigradi2013_327, cce2, ijac201412204e3, 2319, acadia14_699e, e0b8, 23d2, b4e7, c29e, caadria2017_023b9, 6196, 46ce, e422, 6b5c, 39d8, 5051, ascaad2014_035r1, e796, acadia16_140m10, 56d2, 13bc, caadria2016_559w23, 72c3, 62c5, 28e1, a62e, 89f3, acadia14_53t, 11b9, b789, 7ae8, 2f84, f2f2, 054d, 286c, 5b18, caadria2017_095g26, 6da0, fe2b, ab74, a4d4, 06da, c4cf, 0b98, b8c8, ecaade2014_188n48, ecaade2015_287g63, 5a49, 98fd, sigradi2015_12.215z27, 2250, caadria2017_058m20, 44bd, 708a, 7237, ba9c, 0475, b840, 36b7, d7f9, d567, 00bb, ab6c, sigradi2016_363hh, 27c0, 6bc6, caadria2017_043f14, sigradi2013_429j, 0a55, 1e0c, 4218, fe23, b85d, 9b03, 0d92, ijac201412303g9, caadria2017_016x6, ecaade2014_204u52, 3389, 963d, 5d68, e3aa, ecaade2013r_003n2, 19dc, 130b, 3c84, cd1a, 8126, 16d2, 3f14, 8d94, 6698, 3556, 8e8b, 4a35, e02b, 99b1, b42a, b33f, caf7, fb1b, a378, be4d, bba1, ecbf, 07fa, 5783, 55a7, bd5a, eb0a, db44, 6f13, 32fd, ijac201513205i8, 6663, fd8c, ad9e, 4ecc, 783d, c0d8, cb70, 30d9, 6644, c3e2, 448b, 9b1b, ed12, 3ab1, 870d, sigradi2013_304e, ed37, 5f52, fdde, ijac201412303c8, 5863, 6d26, 8bf9, e9c7, 764d, 68e7, sigradi2016_724zz, f493, e82d, 11d0, bbc7, d404, 85ec, ab75, fa80, 65b2, caadria2015_233g35, 4604, f4ce, a805, fc3a, 3862, 88e4, c6cd, 1185, 4e06, c3b7, 9417, 7afb, 9109, 65cc, ed5a, 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acadia14projects_445ae, ee05, 09ff, b434, sigradi2013_366d, 9cfd, e07e, 5717, dbbe, a3e0, 593d, 1624, cde8, caadria2015_130f22, 297a, c308, f7d8, 351c, 627f, f1bd, 7a0f, cf2d, 2abb, 8729, 571f, d67f, e2d6, b3d7, 6ab0, e24a, c62b, 2654, c5fb, dfd4, 138b, 0b13, 438f, 294a, 1ed5, dd16, bfeb, f6c4, ceda, d3cd, 0965, f969, 3bad, 4abc, 8745, 64e6, ad7f, ad8e, d290, 0d3b, a77a, 737f, caadria2017_086l25, 16b2, 93df, 1c3c, e424, 4e77, 950d, 494a, 8564, 5ecb, ascaad2016_044v17, edd8, ascaad2016_048l20, 5d4f, 423e, f115, 63f6, acadia14_661m, ecaade2016_230u62, 26b3, d515, 961e, e2a7, ecaade2015_171g36, d5c7, 25af, 65d1, 84ca, bd2b, 015b, 52a1, ebb2, 1f6d, acadia14_453k, ad0b, f9fa, e014, 4d33, 8d80, d643, e915, 1e62, ff08, 4189, 05d9, eea3, eecf, 850d, 01c2, acadia16_372h23, da58, 85a9, f105, 602f, 7b7d, fb01, e367, ba83, d7bd, ecaade2016_078k23, 7a30, 84fd, b30f, 9b80, ecaade2016_102h28, c4a9, e61a, ecaade2015_285l62, a520, ea78, 7631, 76e0, caadria2017_183h44, sigradi2013_155m, a4de, d136, 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