CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id cf2003_m_006
authors ACHTEN, Henri and JESSURUN, Joran
year 2003
title Learning From Mah Jong - Towards a Multi-Agent System that can Recognize Graphic Units
source Digital Design - Research and Practice [Proceedings of the 10th International Conference on Computer Aided Architectural Design Futures / ISBN 1-4020-1210-1] Tainan (Taiwan) 1315 October 2003, pp. 115-124
summary Sketching is a major means of exploiting the first conceptual developments in architectural design. If we want to support the architect in the ideas-developing phase of design, then we need to understand the conventions of depiction and encoding in drawings. The theory of graphic units provides an extended list of such conventions that are widely used. We propose that a multi-agent system for recognition of graphic units in drawings is fruitful: agents can specialize in graphic units, a multi-agent system can deal with ambiguity through negotiation and conflict resolution, and multi-agent systems function in dynamically changing environments. We first make a multi-agent system that can do something simpler: playing Mah Jong solitary. The Mah Jong solitary system shares the following important features with a multi-agent system that can recognize graphic units: (1) specialized agents for moves; (2) negotiation between agents to establish the best move; (3) dynamically changing environment; and (4) search activity in more advanced strategies. The paper presents the theoretical basis of graphic units and multi-agents systems. The multi-agent framework and its implementation is presented. Various levels of game play are distinguished, and these are correlated to the multi-agent system. The paper shows how the findings form the basis for graphic unit recognition.
keywords artificial intelligence, games, graphic units, agents
series CAAD Futures
email h.h.achten@bwk.tue.nl
full text file.pdf (202,379 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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bf2d, ea47, ac9f, 843b, a718, 0a45, de94, 3931, 245d, ad23, 4c6e, 9289, b395, e96a, f0ea, 45bc, c19d, 1f1a, fa6f, 477c, 833b, c1bd, ecaade2015_207e46, 3442, 87c0, 5cad, bb73, e72f, 181f, 9208, e986, f725, 9b93, 2b53, 9674, f9fe, 6680, 6b58, 3e3c, ijac201513203p6, 06ed, 44a1, 4444, 0aa7, cc1f, 1964, 7047, 0a8a, 09ac, bb9c, acadia14_531y, ecaade2014_162v39, 3b62, ecaade2015_61x11, bc02, 490c, acadia14projects_247x, caadria2017_096j26, 1097, e36f, 3574, f999, caadria2015_004l1, 0269, d68d, 9a00, 8e0c, 2e7e, 243c, db9f, 3f0c, 9d1a, 2e87, bf7c, 82f2, acadia14_463e, 215a, 3fa2, d09a, f985, ecaade2015_317w68, bf42, acadia16_244x15, b698, ecaade2015_217b48, 9433, 78d8, 5beb, 0601, 03c0, 4fed, 691f, d373, 947c, 27e4, 6e60, e787, 2cc1, 90c1, 356b, bd1a, eaac, 8cd5, f780, f7cc, 85fe, 679a, ecaade2015_286c63, 79a4, acadia16_432u25, acadia14_189at, 3189, e08d, f7c0, 9c07, 1d82, acadia16_326u19, 2e82, sigradi2015_8.189v13, 6f85, 7385, accf, ecaade2016_132o37, f206, f935, 8a86, 3a8e, 35bc, 0fa2, 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ecaade2015_130c26, ba41, 7fa1, acadia14_153h, a3af, 5fb8, 694e, 8c1f, c982, 7979, acadia16_34j3, 11c6, 9722, e50c, 2b36, 88e9, f11c, d8cf, 6e20, 237f, acadia16_478z27, sigradi2015_8.41z10, bd8f, 8244, c72f, 29b6, ijac201513101d1, ijac201513206x8, 6c1f, ascaad2016_008f4, 174e, f17d, f48a, b15a, 4f60, 8f94, eb1c, f6d5, 4bbb, d284, 7ced, 877d, edae, 91e0, ascaad2014_022l4, 7ed7, f52c, ecaade2014_057g14, a4d4, 0d61, 6287, e780, ab51, 5e06, 3109, 83b4, d9b5, acadia14_609ah, 3f8b, a020, 61f3, 625e, caadria2016_819o34, 1ac5, sigradi2013_411l, e59a, ea4c, ijac201412408k1, acadia16_318p19, 3e7e, 07f6, 18a8, be6f, cadf, a516, f7d5, fb8b, ijac201614407c5, 1ac2, 9ccf, c6a0, 3c14, 63b2, d494, 46cb, 6016, 94e0, 1122, 9a27, c427, 8f60, 44c8, 5922, 955e, ddc0, ecaade2016_011i3, f062, fd7d, 2135, ascaad2016_050x20, 99e5, 3398, 76ff, cbe0, 488b, ecaade2016_241e64, b34c, caadria2017_129a35, 56d2, acadia14projects_627e, sigradi2014_266c2, be77, 2aaa, 5d0e, caadria2016_641r27, ecaade2016_238u63, 009e, 0725, 6ea7, 360b, ecaade2014_113v26, 948b, ffb4, d6d5, caadria2017_081y24, fc7d, 912e, 36cd, bf8a, 92c7, cbfd, ijac201513205f8, 075d, 888d, 212d, 88fc, cb82, caadria2016_713a31, b505, ecaade2015_158w32, caadria2015_066f8, 6d87, 41ea, acadia16_12m2, 98aa, 7464, ascaad2016_020v7, f2df, 6a8f, acadia14_357aw, 6e6f, afcb, d356, acadia14_637ae, caadria2017_009v4, bd9f, ffde, caadria2016_651e28, 7597, dc81, 1a28, 5dcb, a634, 0990, 69bc, 80b4, 55a8, d3ea, caadria2015_130o21, sigradi2014_345t8, 2a27, caadria2017_129d35, c247, sigradi2013_389p, 7609, 0e7d, ecaade2016_028i8, fdeb, 67ea, 63a9, ad70, 02fc, 2c20, f938, ecaade2014_169m42, 1588, df12, sigradi2013_358a, ecaade2015_144x30, 67d6, fa9d, dde7, 23ae, 0022, 9b18, 0b66, c483, ecaade2014_167o40, ba23, 94f2, acadia14projects_111i, 32d4, caadria2016_023o2, 6fc7, ecaade2014_147x33, 6fd6, 6dab, caadria2015_172f26, 5b12, c689, e41b, f989, sigradi2014_189n6, 0bc6, 6583, 3b63, 8c11, dae4, f8cb, ecaade2015_130i26, 9411, sigradi2014_068y5, fbc8, f064, 5ae2, a5a5, e3ea, 8052, df25, 460c, ee5d, 590b, sigradi2013_226v, ecaade2015_28v5, 93c4, 666f, 1211, acadia16_62i4, ecaade2014_198v51, acadia14projects_565v, 0565, e932, ecaade2014_049z11, sigradi2013_411n, 664b, ijac201412303e9, 3015, ecaade2015_21o3, f33c, f984, ecaade2014_186k47, 3733, 4bed, 02a7, a25d, 295d, ascaad2016_028f11, ee35, 9c79, a1db, a708, fa5c, ff25, sigradi2014_169r4, ecaade2013r_010z6, ecaade2015_164u34, ecaade2016_089f25, bcee, 78b2, 9b08, ca24, 691e, 974a, 28c1, 2acf, 51d5, 2167, 2432, 9e7a, 9a8b, db16, ecaade2013r_007a5, 93d3, acadia16_372y22, e8f8, 77d7, a11f, 81ca, caadria2016_291v12, 500a, sigradi2015_8.339v15, cf9c, ecaade2014_085f20, 2e14, acadia14_177aa, 93a0, ijac201614303m2, 1052, a154, f4be, 15dc, ecaade2016_217e56, 7971, fa01, ecaade2015_92k18, caadria2017_129l34, c227, 53c3, 832c, 3170, ecaade2014_147y33, 6233, caadria2016_187x8, 3a54, acadia14projects_463o, ba5b, db4d, 24e4, ba6c, acadia14_91r, 5caf, 58fb, 0db6, acadia14projects_167u, 6838, 58df, ecaade2016_016h4, 91f4, 6ae9, a8ae, 29cf, 5fd8, 6d64, 5f00, 12d0, 47f0, bba2, 9781, 028c, 4001, 560d, ascaad2016_010y4, ecaade2015_79i15, 1921, 2998, acd8, f933, ecaade2014_217g55, 6fe8, 8685, 84a8, e84b, e9b1, 80da, 8f28, caadria2017_079u23, 49b6, 2109, 49cb, 4361, c183, a418, d5e5, ff55, ecaade2014_180k45, f598, f841, f24b, 2e1a, 1454, bc64, b032, f317, db04, ecaade2016_162e44, 7b0b, 4426, c056, f9c1, ecaade2015_113s21, d888, 19e5, dbbd, ad89, 29a8, fe88, 2c83, 7580, c607, 6070, 80dc, 6ce1, caadria2015_086n13, 3240, ceab, 3c1b, 1036, c788, sigradi2014_172x4, 54d7, caadria2017_182o43, caadria2015_032z4, c648, d3b4, 7278, 5a5c, 6c1b, 3611, ecaade2016_102i28, 850a, cfc1, f599, 4b8a, 081f, 2d47, acadia14_435az, de4d, 575d, 0d1a, ascaad2016_005x2, ab4e, sigradi2014_032f2, cdf7, 67d0, sigradi2013_28s, acadia14projects_435aw, 5fea, 697a, 8d24, 2a95, bba6, 46e4, 8604, 600c, 3fdd, ae92, ec9f, acadia14_117ax, ecaade2015_304a67, ecaade2016_099k27, ecaade2014_044w10, 3040, d774, 42b0, 8e98, 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8c81, 6c24, 216a, ijac201614204d10, acadia14projects_445ae, ad76, acadia15_81z2, 41fe, 1194, 4efd, d98f, f410, 39b7, e767, acadia14projects_539c, 7271, f117, 745e, 516c, caadria2015_246c36, 95b2, ecaade2016_015t3, 4531, caadria2015_114y17, sigradi2015_sp_8.326w30, 2229, 1adf, acadia16_318l19, fa48, e21e, 6ea6, f6cf, abd3, 0072, 5eef, 4251, c8ed, 56bc, 8eda, e4fe, 1e08, ascaad2016_047w19, 8b72, 448c, 8e88, 197f, 3c89, 9259, 2cf3, sigradi2015_8.81u11, 0deb, d5a6, 9524, 7465, 5b32, bbbe, 2ac9, bfdf, ff72, 1e42, 2f5b, f2fb, ecaade2014_224z56, ae14, 7fa5, e2d0, f94b, 16c1, 4478, 3f6d, eaea, ijac201412305g2, f21f, 3725, dd2d, 5029, caadria2017_008e4, 426b, 9eec, 0c8a, 99c1, 14fa, 3712, 6b1a, ba42, sigradi2014_282o3, 191c, 4c66, 4e75, sigradi2015_11.34x23, ecaade2014_067e16, c259, 6330, ecaade2015_175r37, ecaade2016_025f7, e041, 7f87, acadia16_140w9, 7998, 0100, 51a0, f71b, e355, e5cb, 4a28, cf94, acadia14projects_333ax, 56ca, 07d0, ca57, 5948, acadia15_371l16, f3f0, c507, 2866, caadria2015_078o11, 4e5a, sigradi2013_347v, 37cd, 7411, a1eb, ecaade2016_239y63, 0e48, 8933, d695, f0dc, 98de, 81fa, 5915, 7810, 38cf, 2764, beb8, 9e2b, 337c, ecaade2016_tkox66, 9774, 1f17, 4a55, d317, a1da, beae, 1189, 2f2e, 1ec8, 1dc5, acadia14projects_479au, d7d6, acfd, 4be4, 92a1, acadia14_463s, 294d, 55a4, 50cb, 95c8, caadria2016_135a6, 22a9, 33d7, 69a5, 2c62, a090, b843, ecaade2014_111d25, acadia14projects_517m, 3bf2, ecaade2015_217e48, 2803, c731, 196c, b5ba, a3cb, e6e8, 2b85, d86c, 6a0d, ecaade2015_152v31, 720d, acadia16_140w10, a05b, c925, ce7f, de6f, 388a, fdaa, 664f, 12d4, 4760, 68ce, acadia16_98f7, 0289, 93e6, b963, db07, ddd6, 71c6, a8ca, 2c1c, ad06, b712, 9357, e4e9, ab09, 4495, ecaade2014_072k17, 1203, 1d37, efd1, 5025, 92e6, acadia15_203k8, 98a8, 13a5, 536c, 9f73, dfcd, 6851, 9c48, 4bab, 9dd3, df4c, 5266, 73a7, f48d, ecaade2015_129h25, 6022, ijac201614301d1, f168, 4147, b31a, ad7d, 3847, acadia14projects_681ar, a789, 171f, 0404, cd57, aa2a, 86f5, eba2, aff4, fcfc, acadia16_440y25, 9171, 0157, 0cb9, a21f, 4064, 848a, 1601, 0c35, b0d2, 8997, acadia14_327b, d3b6, c613, e2ce, f7b2, e90f, ddd2, 480b, caadria2016_579i24, d55b, 4c4b, 8019, aeed, a86b, 0733, ff51, 216f, 7b7e, 76e5, b1d7, 7407, dcf7, 36ad, ijac201614405a4, 76a2, 5d0b, c8af, ascaad2014_017n9, c41e, 0501, 0200, 3dbf, a66a, 2219, sigradi2014_313f6, sigradi2015_3.43k2, 5500, sigradi2013_343e, cd42, 8b68, 1fd5, 64b1, 5b43, acadia15_223k9, 7611, sigradi2015_3.111e3, fa60, 95b6, acadia16_12l2, ecaade2014_094p22, 1d01, c029, 434f, fbc1, efb5, 3c47, 8d69, 2bf2, fd31, 541f, 2f4d, 0ef4, 2f75, 92fd, caadria2016_559b24, 3ba6, caadria2015_033d5, 5886, ca03, 6e07, ff2c, 2df7, 4f75, 2e7f, 3979, d4f1, caadria2016_601r25, c24a, 316b, 21fb, e4b7, c342, e6bc, 1860, 940f, e428, 25e1, f61e, cb10, 545f, 319a, 242e, f823, 75ad, 5d75, ijac201412304d1, 54c0, 0b3b, 6b7c, 3f64, aec8, 0e32, 35b5, 5cf7, 9310, 1e57, fba7, 0e75, eeb1, 70fe, f609, 6fdd, acadia16_260t16, b381, 30a4, 45ee, 5d9f, 88ad, ascaad2016_046m19, 32c9, 4ea5, 4f89, b9c6, 4808, ecaade2016_130w36, 14b5, 66ef, d8ad, ecaade2016_217o56, 5fa1, 740a, f03f, 7927, acadia14_627au, 7b30, 0562, 9ddd, f3ee, a7cf, 3d43, ba70, 7c42, 845a, 3f88, 7408, 6f69, 5023, ac96, acadia16_88u6, 85f1, 88e4, ecaade2015_207m46, fa39, 014e, 3f04, caadria2015_142m23, 5803, 49ae, 502e, 0c81, f794, f54d, 7eb3, c024, 93d2, 010a, 7051, 0466, d470, 1ff4, 89ad, 6f42, 4109, ecaade2016_225z60, acadia14projects_347ao, 0362, 89c0, ff2b, e1d4, d075, 56a3, cc50, 6fb7, a1e8, 0297, d436, 7d81, 1efc, 5a72, sigradi2015_sp_8.6i30, 0c5b, 6f8f, caadria2017_047e15, 3d5f, c996, 9c46, ecaade2014_070t16, b705, 52f3, d6c5, fa90, acadia16_206p13, cdf5, e6b6, ecaade2014_206z53, ec71, 5f44, 5007, b542, 8cd7, ce55, caadria2017_030d11, 1468, ca51, 2d04, d4cf, 9e8a, ascaad2014_004i2, eb3d, 5d1a, c1ac, f242, 3bec, 5f10, 56fb, e03b, 228d, 9925, 972e, bc6d, 60b7, a684, 1333, 1d32, 208a, e6fc, 0c29, cb05, sigradi2013_414r, 065e, caadria2017_074o23, 8ee6, 453c, f2ab, 372d, 7061, 7df7, caadria2015_054k6, caadria2015_114f18, e840, 9ab0, b731, 7ef3, caadria2016_579o24, d6e4, ecaade2014_057i14, 2ba8, caadria2016_725l31, ecaade2015_287t63, 452d, 9675, 6aab, caadria2017_182y43, 00dd, 39da, 3504, ascaad2014_013v6, 2098, 6b25, 9281, bdd7, acadia14projects_435ax, ff7a, d45c, 64bc, caadria2015_081h12, ca31, f1c1, fcbe, 5a6d, fe0c, caadria2016_517c22, ijac201412207f5, a562, 6326, sigradi2013_393, afe1, a414, 4de3, 1576, dff0, ecaade2013r_014h8, caadria2016_601e25, f95a, fa73, 8b20, 1494, 3a5a, 8da0, 802e, 5f16, ee22, 6d18, d807, acadia14_637ah, 0aff, sigradi2014_045h4, c26f, 95ec, e015, 6fc6, 2857, b2d1, 4ab1, 5b56, 00ff, 2692, 1015, 263b, 05bb, fafd, 9e81, f8e1, 378c, 4610, acadia15_443w18, ecaade2015_100t19, 2c9b, beb4, f8f5, 6283, 2abc, acadia14_619v, 00c0, e2ad, adbd, 74b6, cdb1, dfd2, 8d33, 2dd1, ba48, 9614, ecaade2015_22a5, b63b, 1723, 19fe, 07d2, d7e4, caadria2016_197n9, c8bd, fe0a, 79b3, 086b, 2130, 5acb, ecaade2016_154u42, f127, c229, 068e, d45a, 5f34, 1e4f, 37bd, ae4b, caadria2015_206v29, ecaade2016_058b15, fe03, d900, ecaade2016_191c51, 4156, cf7a, c649, 898a, cd26, 73be, sigradi2013_326f, cd67, 63ce, 2440, ecaade2015_48v7, ijac201412203j2, 296b, 7e49, 0634, 3f99, 205f, 8945, ascaad2014_014k8, 3f2a, 3f2c, 43aa, 9097, 44ef, 5bda, 6a41, 92d4, 3042, c193, 0cdc, ijac201614208c14, 9509, 6359, e3a0, sigradi2013_267, caadria2017_122y31, 7992, b91d, 0ca8, 9889, caadria2015_043g5, 6b6c, cd20, 615f, 7d66, 3aa6, caadria2017_055j18, 2157, e412, ff7d, ee87, 0084, db4c, d05e, 09e2, e346, 5383, ascaad2016_053l21, caadria2017_149h39, 383b, 352f, 6f93, 224d, ijac201412206y4, 299c, bb15, acadia14_199ad, ca35, 25d4, d084, acadia15_297c12, b62b, c93d, b7d3, 7f2d, e6ce, d999, 5557, e851, ad4a, 9c35, 0c9d, 94cd, bbf3, caadria2017_163m40, 70ff, sigradi2013_289m, 970a, be63, cd37, d8cc, 8cb1, 2e1d, 71b8, 7720, ecaade2015_229j51, f971, a7e0, 61e3, e25d, bfa4, 6550, caadria2015_015e3, 4532, a0f2, ecaade2014_145n33, 70be, 673a, 701d, ea54, 9721, 2b1a, 2cb2, 514f, 93f7, 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ecaade2014_192e49, caadria2016_343i15, 6b4e, 5a39, a5d6, 7120, ijac201614405n3, ecaade2016_113y30, 8641, 76c7, ecaade2014_149f35, f0a7, caadria2016_755o32, 0a09, 2484, d97e, 7e51, a67d, b57c, cd41, d966, 0529, 0474, 6600, 2724, 60db, bd20, ecaade2014_067x15, 06e2, 4f7a, ec83, ijac201412303j8, 29b5, b0fc, b224, b9e8, 90d6, 78da, caadria2015_111g17, 8a51, 53a6, ccf2, da17, sigradi2014_329w6, 763b, de56, caadria2017_003x1, 043b, 0c52, cb72, a729, ecaade2015_230l52, 3a06, 0b71, 1649, 8d65, ecaade2016_190s50, b4a5, 0855, ecaade2014_109r24, 4f0e, 2d80, 4b7a, 6987, dfc5, ascaad2014_011w5, a3d8, e6cd, d11e, 9a28, 230d, 8ee7, 35e1, acadia14projects_699m, acadia14projects_135t, deae, fc31, 2a36, f056, ecaade2016_230g62, ae58, 85fd, dba0, caadria2015_218u33, acadia14projects_691av, f11d, 8b18, ecaade2016_234a63, ff0f, ecaade2015_136p26, 075f, db03, 5011, 05c0, ascaad2016_023f10, c05a, 43d8, 38c9, 8dae, aaff, sigradi2015_4.219i7, caadria2017_107m28, cfb6, 1880, caadria2017_015j5, 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caadria2015_114p18, 80e8, cd5c, d120, 0ab2, 5a80, acadia14projects_33ao, 2842, c8cd, acadia16_362m22, f75b, 5c93, a0f6, 1d8a, c4df, e241, a329, fac9, 76e0, e1bc, caadria2016_187m8, 4a83, a537, acadia14projects_135y, aeec, 5a7a, acadia15_451n19, a45f, 2b74, c5f3, 4ba6, 88dd, 7891, 11ba, ed21, 31f5, 527b, bc3d, 2fd5, f3e8, 0677, dacc, caadria2016_249h11, fd21, ecaade2014_187f48, da68, fe5f, ecaade2015_173k37, 1b2c, fa24, a135, c6a8, acadia16_244k15, 16b7, f53f, efaf, a590, ecaade2016_216c55, c99d, 070a, 41b4, 05e9, 65c0, a76b, 888b, 6f4d, 1e2d, f342, 6d7a, 62e8, dfd0, ecaade2014_192j49, e026, caadria2016_045f3, 3447, b376, 3899, b941, a003, 71df, aa12, 7baf, 3b20, 483a, 4161, 8609, a762, acadia14_101w, eb52, ae07, e3bf, caadria2016_085e4, sigradi2014_313c6, 57fe, 3b59, 5c85, c830, 10a5, sigradi2015_8.47j11, 15bd, abc1, 0148, ac10, ddab, ab46, 47df, ecaade2015_77w14, caadria2016_673w28, 80b2, 045f, 4919, 57ab, 69bb, ecaade2014_149w34, 37a9, 192c, caadria2015_203d29, 83bb, 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43dd, 6fad, f675, sigradi2013_155j, c9bd, dd7e, ab13, 9f46, acadia14_135p, 31a0, acadia14_497w, be10, 591c, 170f, ce77, 7be2, 7206, 4828, fdfa, f3ea, edf0, 0734, 273a, 467c, c1d4, fc7f, 9758, e20c, 4db6, 3d58, ecaade2014_168u40, d766, aa69, ascaad2016_012s5, 4293, 86b2, be62, 7fdc, ccd0, a0e1, 1edb, 0cf0, 70b8, 56a9, 6f11, bd9c, ijac201513306e13, 7c77, 2951, 33fb, a580, e9e6, 73fb, c5c5, e67a, 6339, bb5c, 6c04, a2bd, caadria2016_569e24, 783d, 111a, 454d, 9c8f, 069d, 937d, a56e, 00fd, 4117, b037, 397b, caadria2016_073a4, 2439, caadria2017_035w11, 835a, 3303, c13b, 81d0, acadia15_95d3, sigradi2014_292s4, bbb9, 79e1, da7c, 146d, caadria2015_126u20, ecaade2016_111m30, 7ff1, 8e4a, 08da, f10a, 1258, 338d, ae90, b808, ecaade2015_114o22, c619, 5ee1, 2314, b64b, 29e9, 7223, c6e0, b598, acadia14projects_601af, 5a65, f732, 65e7, b1e9, f932, 717d, 6fc8, 75ff, 0665, 3f6b, ad2d, 371a, 7831, 7aa7, bd78, ecaade2014_149h34, 28f9, 5a53, 17a3, acadia15_110g4, ijac201614309p6, 22d1, 9ff5, 56ef, acadia14_463f, f270, 5d86, 3458, c4c9, 5f2c, efc5, eac9, 51df, 03b7, 5609, 3735, b06e, 51f1, be83, 5249, ecaade2016_162d44, c4b9, c757, 8c04, 056a, 70f8, d473, 794c, 7d1e, ce76, 749b, sigradi2015_8.186m13, e28b, caadria2015_078h11, acadia16_196w12, 923d, e9f3, e850, sigradi2013_243d, 5ec6, ecaade2016_078d23, ecaade2014_009c1, f176, 81a2, 7b5e, 742b, 4338, 923c, 3296, ecaade2015_122r24, 9988, 289c, d454, 3975, caadria2015_004p1, 5d69, 43d6, 0d6b, e960, ecaade2015_138d29, 2fd6, 6426, a0c5, e1f7, 9795, e817, fe70, 8d5b, 3582, fa69, 4638, caadria2017_046l14, a1bf, sigradi2014_281i3, caadria2015_064o7, 8f8a, f951, f294, f15f, ecaade2016_118a32, 52eb, 45a4, e477, ec06, f279, 28e1, 82d6, ecaade2015_303t66, d582, c038, b174, 425d, ascaad2014_019z2, 548a, ecaade2014_177s44, e6c2, 0de4, f9a9, ijac201412403x5, 5595, ecaade2016_132l37, 2ba2, c63c, ecaade2015_273f60, 2153, 75a0, 2711, 311e, 4e17, cf3a, ijac201614208z12, 6343, 1e51, ecaade2015_100x19, acadia15_47b1, c9ce, b977, 3ccb, 874b, 08f1, 6360, 5c7a, ecaade2013r_009w5, 58c3, faaf, 0f95, edf6, 6cfd, 7d6a, 53ae, fec3, sigradi2013_414d, acadia14projects_117h, caadria2015_002d1, e3d2, 2f09, caadria2015_105k16, 7075, 89bf, 4c73, 4ced, ascaad2014_008p4, 0b74, abd2, 48cf, 1ff6, 60a5, d057, e644, 5761, 5507, c092, a1c3, 1e9f, ascaad2016_044s17, ecaade2014_214j54, b434, 2b37, 53b8, 1f31, fdfc, 2852, 44cf, 538a, f4a6, fb76, sigradi2014_128b1, 54c6, ijac201614405d4, acadia14projects_103af, acadia16_244w15, bb19, caadria2016_105x4, a7a2, 3d66, acadia14_479z, 8b9c, 21a5, caadria2017_079v23, 2d62, 95f0, f396, e41a, 76ba, 71fe, 1ef4, a31d, 67c5, ascaad2014_009d5, a962, acadia15_57d2, 271c, ca50, 7d25, ecaade2014_044t10, 08f6, 65e0, 34ca, 06f9, b4e1, 3527, 72fd, ecaade2015_329k71, e158, e293, 2071, d738, 29c6, ecaade2016_193p51, ecaade2013r_008j5, caadria2017_023z8, c510, 4158, a648, ecaade2015_101i20, 9cbf, 59a5, f8d2, 3c07, sigradi2013_397h, 1a85, e4f2, 139a, 4add, 8c34, a17f, 7828, 2f87, ae39, ab03, a299, sigradi2015_8.239x13, sigradi2014_132u1, 6002, ecaade2015_129k25, 6940, f2a7, ecaade2015_35b7, 969e, f564, 4c61, e88a, b870, ecaade2016_225b61, acadia16_440c26, 562a, df44, c678, a650, caadria2017_174u42, ee95, 87eb, 8748, b683, 06ee, 19c6, 2af5, 0d73, ad5e, f9c3, 5bee, eb35, ecaade2014_188j48, 3845, 271f, 89a3, 808e, 46e9, 681f, c612, acadia14projects_281z, 74fb, c799, 29dd, 0cf2, 088d, e6b4, 274e, 8d2b, 518e, e562, 4246, 57a1, 5599, 7825, a9e1, 6531, 92c0, 02d2, ecaade2016_042v11, ecaade2015_240t54, c4b3, 9417, de8e, 4ac7, 3aa4, 8d29, b773, acadia14projects_435d, ddd9, sigradi2015_9.141e16, ce90, 89db, acadia15_123s4, ecaade2014_140l31, sigradi2015_10.307m21, 85a3, cca3, 42f9, e9b9, 08ce, e8cf, 3d0c, ed91, 1c09, cf1b, 9228, ecaade2013r_004f4, d710, 0c0d, be91, 8ca3, 89da, 2fb5, 3a25, 46fc, 02f7, 96ab, 8cdb, 4d43, 5eeb, dcef, c617, ecd2, defc, 031b, fa4d, caadria2016_457i19, 7fcb, 63da, d622, 2ad9, 6fff, c0e2, 3df7, edc2, ecaade2016_068b18, 9ed9, 7951, 8548, d089, 9dee, 7680, 63ec, 25b0, 4c93, 6af7, acadia15_57g2, e1a5, ecaade2015_233a53, 76f4, acc2, ecaade2016_139h39, 3cad, c4cd, 802b, ijac201614309g6, 7688, 92eb, b271, 4504, 03f7, sigradi2015_3.209x3, aab9, c8ff, c6c1, 6777, d98b, a3f5, acadia15_371b16, d944, 8cb4, 7fc8, 4539, 99f6, ascaad2016_041o16, acadia15_137g5, 34d5, ac0e, 4166, ascaad2016_030e12, 8b4e, 3927, 2447, 4302, b91c, 48c2, 7e1c, ijac201412301o6, 34e0, 4b04, da1e, acadia14_153am, sigradi2015_9.347m17, ecaade2016_033c9, 6137, 9c1f, fcc7, dcdc, f5e0, 9b17, 9667, 02af, b2e8, 7284, 537a, a6b2, 73b2, 8c83, ecaade2016_tkoi67, 5c92, 51ec, caadria2017_048n15, 6322, ecaade2015_118u23, 6f82, 05a3, 84ce, d58a, ef6c, 58a1, e324, beee, 9d35, c2f7, e751, 11dc, ecaade2016_073g21, 96ee, c5d8, 9d43, d2e4, a4cc, 5910, 9dd1, 0524, 9929, dda1, 5a7e, d3bf, 08dc, 237a, 8f64, 17c1, dec3, 71ab, 97e7, ff16, ecaade2016_071m19, 4634, 9074, fef7, caadria2017_016t6, ecaade2014_052j12, cceb, d0e0, acadia14_409o, 179b, c725, 2fa4, 00b0, 1f07, 3000, f645, 7317, 473d, 7e4c, 74ea, ea2b, caadria2016_829c35, d394, 8493, 4481, 9c4d, acadia14_497s, a869, 000f, ecaade2014_080h19, ee1a, 0cc2, acadia14_531o, 7e5d, sigradi2015_12.19w26, 2761, ff0a, f4bc, f325, 2773, ca59, 29d1, 2d27, b649, 75af, 0e16, 4d2c, b7f2, 98c0, ijac201412205s3, ijac201513101p1, 8577, caadria2015_070g9, ea00, 85c9, c0ec, 3477, 4c8b, 66fc, 7f3d, 8417, 6a2a, 64dc, 8502, 6667, 6d5e, b031, 8e84, bc1e, 2629, 7fd8, dd33, fcb7, 0ac7, d6c4, 922f, 4c42, de38, e4e6, ecaade2015_227s50, 17dc, 9881, 44f5, ecaade2016_104y28, ecf7, f8bf, ascaad2014_008v4, 5a36, ecaade2013r_001i1, a9a7, 8730, 2916, ecaade2016_223r58, b917, 287d, sigradi2015_3.65v2, fa4c, f1d3, 1166, 8974, 325a, d50b, fbdb, ijac201513203z6, fee6, 92f4, b8f9, sigradi2013_268g, adcb, e69d, 6539, 9647, acadia14projects_589l, b999, 8ff4, b846, a7f7, 1609, ecaade2016_048u13, e8ec, 63fb, 74cf, e28c, ecaade2016_230t62, ae0e, 5aab, ecaade2015_143p30, ecaade2016_079u23, caadria2017_094y25, f03d, d5c4, 7e8f, da7f, acadia14_699e, 7815, caadria2015_181g27, 29f0, caadria2016_797o33, e708, 37d1, 7b4b, 3342, 14ce, 6815, 861f, a7be, 0dc8, fe05, 815c, e0ff, 459b, f6de, 2700, a7c3, 5377, f6f7, 402d, 3110, 0fe8, 11f1, 5456, caadria2015_210f32, edd0, 1413, 079b, 3a98, 57b9, f09c, dd2e, eab5, 6817, f4e9, 464e, e171, ae45, e96b, ae12, ecaade2014_014v2, 4f13, ce79, ba67, ecaade2015_171m36, ecaade2016_190r50, b753, ecaade2014_042k10, 4a3b, 56a1, a677, ecaade2016_038l10, c6ca, 1b49, d2a2, d770, 2fec, fee2, ecaade2015_109v20, 9176, ecaade2016_224w59, edb5, 22ac, 7bda, 91a9, ecaade2014_065b15, 8967, 079c, caadria2017_041d13, a7b9, 4fd2, 303b, 24e8, 8471, 4c08, 2274, cf58, c949, ecaade2014_012p2, 4a14, ecaade2015_178k38, 4cb2, d43f, 2cea, 2cdd, caadria2015_156j24, sigradi2015_10.7l18, 1684, bfe8, caadria2016_157v6, sigradi2015_9.347y17, c520, 0813, caadria2017_051x16, ijac201412304r9, d9f6, ecaade2015_64r13, ecaade2015_17m2, 066e, ecaade2014_186t47, be61, 23a4, 732f, ecaade2014_204b53, c27f, 191d, sigradi2014_074v6, e628, 72e3, ecaade2014_022a6, 9c1e, ecaade2015_109c21, a374, 9112, caadria2017_054a18, ecaade2016_006r1, 32fa, 1dfd, 6411, 0c97, 07ef, aa1f, ijac201412408j1, 79bf, a8cb, 5929, 1c01, e86a, 474e, f1e8, f973, edfb, a8c9, b2df, f744, acadia14_627an, c1b3, f05e, c52c, ecaade2014_163k40, caadria2017_163d41, 83ef, 71c0, 55ac, d925, ecaade2014_195v50, 4aaa, 55fe, 7a4b, dac7, 833d, 09d4, acadia15_81u2, ecaade2014_149g35, aede, acadia16_352f22, f030, 7531, ecaade2016_046v12, 60f8, 6942, sigradi2014_197z6, 505b, 35d9, c64d, ecaade2016_228j61, dcb1, f682, 77b9, caadria2017_163c41, 2d28, 3409, dd37, acadia14projects_647az, d7cd, f603, de39, 62c3, 64ec, a009, 612c, 37b5, 4f92, 91a6, ecaade2015_53t8, sigradi2013_401o, 8190, 9230, b64d, ijac201412204m3, 3879, 9474, abac, a40a, f622, cb32, f5bd, 5792, 14ee, 5030, 71a6, 1358, f956, 284b, ac73, ecaade2016_225t60, da5a, 2b8b, 4dce, caadria2015_124v19, 388f, acadia14projects_637ah, be31, 2ab1, 58b7, 0153, 16f1, afa9, 9a8f, 9871, 155b, sigradi2015_11.165z25, eba0, ecaade2014_173z42, 281c, 52f8, 18c3, 368e, ascaad2016_033w12, ede7, 8247, 3a95, 6bac, ddaa, aa1a, 13b8, 3da5, 7426, 313f, ac0d, 94e8, 3ff9, dbf7, 2d9f, 823f, sigradi2014_178k5, 7ee3, a592, 9131, 01c2, 4725, be53, 9249, 0b4b, 2276, 48ef, 31d1, c2f3, c031, 1d41, b312, 3aa2, 769a, 6b26, be95, a2ad, e835, 8d89, d183, bee9, 1ba2, d817, 46bc, 8d4b, 5c59, 1546, 6e77, c1d0, caadria2017_070i22, 592c, 0371, de1d, ijac201412206z4, aad1, 9826, ecaade2014_214i54, 5640, 0aef, 95dd, 6237, 6253, 2200, 4f7f, c59f, 710d, 8402, ascaad2014_014t8, sigradi2015_3.65p2, ecaade2016_089b25, 0ee0, acadia14_647as, ebad, deee, 265f, 8fd6, d683, acadia16_214g14, e653, 1dce, 80ec, ecaade2015_307p67, 9eb7, fc70, 7347, 7623, acadia14_339ax, 4d0c, sigradi2013_390a, ecaade2016_078n23, f38f, de2b, faa3, f470, 883e, 9cb8, 85c5, efb9, d3f1, 848b, 5e25, ed90, b406, 317c, caadria2017_028a10, ijac201412408x1, ecaade2016_163d46, 96f2, 3791, 4b70, ed1e, 5130, ijac201412408w2, cdaf, ecaade2016_095i26, ccac, 8a47, 6669, f514, ascaad2014_017f1, 268e, 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ecaade2015_114x21, f9cc, a926, 1f13, acadia14projects_435af, a704, 95e9, 3359, 75e4, f016, bcdf, 3be3, 2cb4, e52c, acadia14projects_101aa, 5b50, e959, 1e27, a740, f114, ecaade2016_bkok65, 0033, caadria2017_155n39, 8bce, cd0f, dc34, 2848, 88d5, c6e8, 37c6, 18a2, acadia14projects_375d, 3375, 5bd1, 7aff, 7c66, sigradi2015_8.264n14, baf5, 5524, ecaade2015_320k70, 6528, 4820, 4b30, 7eda, 2345, 1cec, d571, sigradi2015_11.8k23, 671a, 8aa5, f49f, c2da, efdc, 18b7, 9154, 5bb2, b292, ecaade2016_011s2, 93b1, babd, aa8d, e11f, 2877, e050, 39d0, f100, ecaade2016_237c63, b803, 15fc, ccba, f284, 0bf2, 105d, acadia16_54r3, e1fd, b5e4, 34c5, 5d71, 7f5d, 9352, 8b9b, 7415, 263f, 1dcc, 8c71, dfda, 481a, c4e1, c9f8, 0a42, 17a5, fd7c, acadia14_63al, 4ed4, 7f7e, 6885, 3f41, a410, e184, 8958, cf86, 6107, ac1e, acadia14_435at, acadia16_98t7, 4615, 892c, 738a, 1965, 6311, ecaade2015_101c20, 6080, 0bf3, 00e0, b99e, 0aec, d6bc, 243f, caadria2016_507i21, f46a, 117e, ce29, a130, b69b, 0af0, 3d62, ecaade2015_333m72, fb8e, ecaade2016_111n30, c938, b6c2, sigradi2013_275d, d310, 9401, caadria2016_703n30, 85ff, 9d4f, ae9f, ecaade2015_225j49, c6f5, acadia16_478p28, 743c, sigradi2013_117h, e3e6, 4375, c80f, 3a34, dfe3, bcfe, acadia14projects_531v, ecaade2015_61j12, ecaade2014_088j21, 9410, d657, 8477, be3d, e1ea, acadia14projects_435av, ijac201614201y5, ed20, 658d, 2f5c, fcc9, be17, e50d, 148e, 3b1a, 4357, 62d5, 605f, 1a80, 7ccf, caadria2017_035u11, 863f, 5e23, e865, 0c00, 0f93, 6353, 543e, 9ed1, ecaade2013r_001f1, 2f19, e75e, b7a6, c528, 4df6, 202f, caadria2015_064s7, 184f, 03a6, 6455, 8808, 65dc, c168, 5bae, cc05, b356, 792f, bdc9, 6383, e14e, 259f, b63a, 655f, fb12, 0388, 9d47, acadia14_609ap, 5c4c, acadia14projects_33ak, f445, 779f, eac6, d577, 4fe3, 8036, caadria2016_851t36, sigradi2015_sp_11.278m31, ecaade2016_217k56, 99db, 3103, 633f, ecaade2015_101h20, c8c2, 7f11, ascaad2014_008y4, 3946, ef6e, fedc, ecaade2015_175n37, 4e84, 356d, c77a, abf4, 8551, d9b3, 3643, ecaade2016_164o46, 12f2, 190d, 42d8, 5318, acadia14projects_281t, 8ef7, 8b44, 4a0e, f944, 5c39, 7b3b, d468, cb89, 19b1, bad6, 83e8, 44ba, 30f8, 4fd4, ecaade2016_123a34, 79cd, 1876, 3af0, 78b1, c01c, 1298, acadia16_140z10, 0b67, sigradi2015_4.52n6, eaf3, acadia15_284r11, 2763, b57e, 2e9e, 9948, b06f, acadia14projects_115ai, 32be, 81a6, 1933, fb4c, 3e84, 2382, b87c, 8c29, 660d, 1396, ecaade2016_164k46, 3994, ecaade2016_167b48, caadria2016_209b10, 167d, 5a16, c470, 957f, dbb8, cd15, 212b, 1e7a, 877f, 5ed5, 996f, f12e, e542, c049, ijac201614105d5, acadia14projects_111m, 6c13, ijac201614204p9, 73ef, cc69, 5638, 8524, 1c3f, 3658, ac61, 81a5, 84cb, 3030, 36c2, d823, ascaad2014_032m9, e2da, a501, d350, 18c8, 52a4, fa1b, ecaade2014_112j26, acadia16_140i10, 7754, 6b24, e91b, 69b0, caadria2017_115o30, 65a7, 1b88, fc6e, d487, c158, 7b52, 149d, e34f, 359c, fed4, cc5c, c58d, 2c24, 8fe1, 0ebe, 4026, 5a6b, 51bd, a9ba, c9d0, 558c, 1e8c, acadia15_417d18, b89d, f578, caadria2017_003w1, 097a, 8af0, caadria2016_249m11, 6b96, ec67, 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df8b, 8590, ecaade2014_127j28, 31c4, d636, acadia16_140t10, 5960, 7b80, f9db, 4e86, ace5, 509b, 5a8f, 875b, acadia14projects_427am, caadria2015_081g12, 657e, ecaade2014_224f57, 6a01, 461c, 72ec, 1e65, b91e, a90c, a079, 3e28, bdac, 121c, ijac201513201i5, 21ad, a54a, ecaade2016_037w9, a109, 3cab, 7817, dcf6, 6880, 6286, 80ba, 2113, a292, d8ab, fea8, 9cff, 3b2b, d42e, ef8a, acadia15_95l3, d8e6, 72cb, ijac201614405o3, f7f3, 629f, ecaade2014_191v48, 0d3a, 3e7c, 27e9, caadria2015_139h23, 35d1, a626, 8407, ecaade2016_151k41, 71e8, a3b3, ecaade2016_108t29, 5365, 31cc, b3cb, acadia15_343x14, 902d, ijac201513203u6, 4d8d, d7f8, ecaade2015_171w36, a675, 294f, b844, 2669, ce43, ff09, 09f2, 5a38, a892, 01ed, dee0, 9ad4, sigradi2015_4.52j6, ff97, 7273, ecaade2015_79g15, 5fb7, 7269, 0bd7, afd6, 9cab, 7c8b, 8467, b694, caadria2015_206x29, 935c, ascaad2014_008n4, 65b7, 8bc7, sigradi2015_10.140n19, 7eef, b92e, 1d8e, 3b01, 5669, 6898, 6904, sigradi2015_10.377v22, 9aff, ecaade2016_063m15, 49b3, aab8, ca11, 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caadria2017_027t9, 0303, 52a6, b014, 8494, 057a, ecaade2014_233j60, 456d, ecaade2016_ws-intelligenty68, 28d6, 457a, e78f, ecaade2014_149i35, 648b, sigradi2015_10.74o18, cd75, ecaade2015_253s57, 1459, 5e65, ce03, 18c6, 4058, 6484, 2c3f, 3922, f7ee, sigradi2013_347t, de88, cc63, ac11, 929a, 6965, 44ff, b043, 3746, caadria2017_101o27, 14b1, ad0e, 853f, 4f77, 92f8, sigradi2015_8.47l11, 9093, 8451, e616, 09bd, ecaade2014_012l2, 24f0, a773, 261a, sigradi2014_239e9, fa22, 6e28, 0af6, 1e88, 2695, 9a97, 429b, 14e6, 1887, 3653, 5e55, 1d05, caadria2017_058m20, 98bc, ecaade2014_143o32, 31ae, acadia15_357z15, 5648, 0764, 90b9, d14f, c0f4, 1ec9, caadria2016_105i5, d534, caadria2017_113u29, 7dcc, 70ac, 92e5, 4f72, d06c, ac07, acadia16_424g25, 14f2, 5e0d, bae6, 11ea, 7844, f31b, bf11, ecaade2016_222m57, 66ae, 6feb, acadia14projects_609ae, ecaade2014_180t45, 480d, ecaade2014_112e26, 9844, ecaade2015_143s30, b80d, ecaade2014_121u27, 9fd3, 26cf, 681a, d22b, 4092, 6caa, 27f2, 6afa, b6fe, f56b, 7e9c, caadria2016_405t17, ecaade2015_170n35, a913, acadia14projects_311x, d711, 0077, f809, ecaade2016_036k9, acadia14projects_63ai, ecaade2016_074z21, a5fc, 5113, 8930, 639b, ecbf, 781c, 108b, eb14, ecaade2015_287g63, 4afd, acadia15_243w9, 3f15, a068, 0a27, ad6c, e12e, e5f5, 577a, ascaad2016_045b18, ecaade2016_221w56, 1ea2, d75f, 860b, 7895, ecaade2014_132h29, cf59, ecaade2014_182w45, bd35, 7750, ec25, e62d, a910, 0e39, 5d10, e228, bb3c, 4af6, 2fb8, e142, 3ca7, f760, da6c, 7787, 3f85, 1bff, ad61, 2766, 228a, sigradi2013_98z, 0b1c, 6351, ascaad2014_033c1, 6be4, 282d, 5bf5, 4143, ijac201513105t4, 9bf7, ecaade2015_114y21, f27d, ecaade2015_173g37, eba7, c70e, caadria2015_213l33, cbd5, ecaade2014_176g44, 59b9, 58b6, 3805, 9723, 22e9, 05c4, 180f, 4b8d, f766, 501b, 8f09, ecaade2016_tkov66, 28f0, cc61, ebd8, 41d3, 85cf, 9c5e, 3058, acadia14projects_627ay, dfb3, acb0, a8de, c323, 2d66, ea5b, 8d31, a2a1, a451, ca97, 5c00, 4a1b, acadia14projects_589g, 435a, 57e0, f6d1, ascaad2016_035z13, c34e, 3b3e, 5b26, bda3, ff5c, ecaade2014_112i26, acadia16_98l7, f641, 1ae3, 7fd6, ee72, e86f, caadria2017_123s32, acadia15_443x18, f89d, 754d, 5474, 353d, 299d, 4ef0, e664, acadia14_479r, faa9, 701c, 75d9, d6be, 37b4, 3ba2, c7ac, 03af, b880, 3426, 5c61, ijac201614309i6, e3d0, 1a50, 1afd, 8cbf, 44d7, ecaade2015_240z54, ab94, 41c3, ecaade2016_126s34, ade9, 6e61, 1f9e, eafe, f394, ed97, sigradi2015_11.222n26, ecaade2015_227b50, 552b, 54f4, caadria2015_081r12, e164, ee67, 116f, 1e9b, a315, 836a, b083, ecaade2016_119m32, 36ef, 63b8, acadia14projects_257ad, c894, 989c, 01b4, d6c0, 11c4, c21f, 2279, 89f9, 0491, 5079, 10a4, 5a15, 3a8b, fd35, ascaad2016_004h2, a60a, caadria2015_226k34, e8f2, 5f43, 70cd, sigradi2014_128c1, 9a77, f8b8, 29e8, 8a15, 6b19, cad2, 3771, 8bea, 34d4, 6327, dedd, ecaade2016_084g24, ijac201614309u6, d702, 69d5, b5e1, 9820, 6b3e, 30af, adba, 8c93, 1f38, 65ab, ijac201412301v5, 5604, caadria2017_174s42, caadria2015_067m8, 5ee0, b2ba, b1c0, acadia14_579d, 73ca, ecaade2015_170r35, bba1, 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ijac201412301z5, ascaad2014_033a1, 313e, 2bb0, caadria2015_137n22, caadria2015_090a15, a155, a800, e5f8, ca7e, b411, 2132, 6a78, caadria2017_005g3, bda7, 0ce5, 34fc, ecaade2016_036p9, ca21, 923a, 4c05, 6db9, 9e53, ascaad2016_022m9, c1c5, c1a2, ec47, 2b9e, 13a1, 78dd, 45de, 4b6c, acadia16_280d18, cb8e, 4030, b2a2, 7275, 7fbd, b5dd, fa57, a34f, b3cf, 9ae9, 3eb5, 9b0b, 7155, 5df9, 8c4d, 5813, 2495, b1e2, 8f00, defb, 1ac0, 6a6d, e19a, 34cf, caadria2016_579l24, 1bc4, ecaade2014_224z57, 46f2, 0a59, cc51, 5e5a, f40f, db5c, 54ac, 739d, bf4d, 3364, 1216, ecaade2015_55n10, caadria2016_147i6, 957d, cd86, f046, a3c4, d0af, acadia14_435ab, 6f00, 218a, d42d, caadria2015_237p35, 7f7a, 2d89, d8f7, f040, b55f, acadia14projects_619af, b518, sigradi2013_326k, bafd, 9f35, 35c6, aedb, 339b, 384c, c1af, 5343, 1fd7, ijac201412304j1, b1e4, 3174, bd7a, c202, ecaade2014_163h40, 0668, a67c, 1552, 63e5, ecaade2016_221v56, 2915, a2c9, ascaad2014_017l1, 5cde, ascaad2014_022e4, ecaade2015_205x44, 8eaf, 06ca, 9779, ecaade2015_194a41, fc40, d905, 27b0, sigradi2015_3.111f3, 39e7, 4474, 0d63, 177c, b45b, 28c8, d7a3, b92c, 8cf5, a9c5, 36f9, 65ae, 1c59, 3f73, 543f, 91e1, 5055, a791, bdcd, 16e5, sigradi2015_3.65y2, efac, af30, 9f48, 72ce, cf3e, 4997, 9493, a7fc, ecaade2015_301p65, aecd, caadria2015_114k18, 1761, caadria2017_129u34, f079, c1b6, 18ad, 0d03, 4ac5, 35a1, b3fa, 5b34, 14b6, 8618, acadia16_344z20, ecaade2016_027a8, dc8d, 4116, acadia16_174g12, 1b95, 7d7c, 1955, a426, d12e, 778b, f453, 145f, 894a, c1d1, 97db, cce9, acadia14_301ay, 7a6c, ec8d, 6e37, 8828, cd29, ecaade2016_140n39, bcff, ecaade2016_045f12, 3597, 22a7, ecaade2014_175p43, e54c, 81fc, sigradi2014_345w9, 841b, caadria2015_188c28, f0e3, c9a2, ecaade2014_184o46, f6f5, 694d, 1049, 459c, 7c54, 6a59, 9385, 2f60, 9f1c, 05a2, d66f, e0d6, fe19, acadia14_43ak, 29ad, 8f81, 7176, 5892, sigradi2015_10.309s21, ecaade2014_066v15, acadia14_661h, 326c, 32e7, 0fd1, acadia14_347aj, b79e, cbfe, e691, 0337, 0aa6, 65f7, acadia14projects_189ay, 7574, 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49b9, c34a, d035, 5ef0, 929f, 6b8d, 0726, ee24, sigradi2015_3.11g2, 4ce6, 07a4, 596b, 2748, 945c, 760b, acadia14_135j, 1c28, 3612, ijac201513104i3, 9f47, 6725, 6024, 52b7, cc7f, 2b88, acadia14projects_681ag, 1184, ecaade2014_197i51, sigradi2013_295b, ecaade2016_046y12, 9e12, e3f4, 157d, sigradi2013_429e, c037, 177f, ascaad2016_047v19, ijac201614105n4, acadia15_451s19, 4b5f, 4b8c, 487d, ecaade2014_038s9, b990, deed, b4da, 0b63, 986d, ascaad2016_022r8, caadria2017_004i2, ijac201513203n7, sigradi2015_11.136x24, caadria2016_819z34, ecaade2014_168v41, fc6d, 1881, b851, 8f18, ecaade2015_38r7, d5fd, f16c, e679, ecaade2014_020s5, 7cf6, 4de0, 6b05, ijac201412204s2, 6bd7, 97ba, ecaade2016_162h44, sigradi2013_267v, 331a, 1d9c, 8a44, 18ff, sigradi2013_30z, cc2e, caadria2016_157n6, 5b29, da70, 1cd1, e1cb, ecaade2015_74n14, b264, 1f49, 7378, b0bb, ecaade2015_261k58, 9d42, 3992, 8252, 20ef, de90, eebc, 2335, 0277, 2da6, 27f3, 8944, cd28, sigradi2015_11.142e25, 1532, 6c8d, 95cb, 7cdf, fbf7, ce5b, 413a, 264e, 2278, dcf9, ecaade2015_110g21, c9e3, 9623, 0721, 1973, 3fe2, 57a4, 0ca3, 5f69, 44fb, 16a1, af35, 8b5c, caadria2016_881y37, 724e, 241c, 4807, 98f9, 8ef8, 60cf, sigradi2013_379, ijac201614205g10, 0e59, 3c02, 88c6, de58, 9994, 2001, f85e, a566, 5a18, d3ce, ijac201614404b3, b20b, a1ea, e6a7, aa67, de8a, fa58, 2290, a4eb, f170, e726, ecaade2014_071x16, 33c3, 4ce5, 4edc, ecaade2016_224p59, a014, caadria2016_829b35, 2d23, 7e03, ecaade2013r_005m4, ecaade2014_052r12, 07c5, 3b24, 3cbc, 1aed, ecaade2014_067w15, caadria2017_163f41, ea08, b3f6, f509, c1fb, 6e24, 7c57, 7431, c311, 57d8, 4e11, f027, 4b34, a842, sigradi2015_10.74n18, c7ea, 4307, ecaade2016_mrtd66, cd83, 5ade, 5b5e, 3cde, ca40, 208e, 13f3, sigradi2013_347r, 515d, 7439, d921, 54e6, fd39, f3c4, 6fe1, 534b, de18, 7ec4, ecaade2015_241n55, db61, 7f57, 9de0, 1389, 28a5, b9e0, 74b9, 4d4a, 99dd, acadia14_339ak, acadia16_298k18, 79b8, 4a70, 1cb7, f69d, 847a, caadria2017_021e8, 7006, 2419, caadria2016_229n10, 0e67, ecaade2014_120k27, sigradi2013_386b, 4f40, 27bc, ascaad2014_022m4, ecaade2015_116e23, 87bc, cca8, 8951, e880, 61d2, 116b, c0af, 6246, dcaf, sigradi2015_6.151h8, f92b, a368, d4eb, a2d6, 182b, 0935, 17e3, 2adb, 53db, c05b, ecaade2016_130l36, 2038, ecaade2016_166e47, 6a24, ecaade2016_108y29, e500, 2121, ecaade2016_072p20, d85a, 1e39, acadia14_267k, 74e3, d4b5, 1fbb, 7d19, d0d4, 879e, ea87, 464d, 37da, acadia14projects_375az, 30fc, 6fa9, ecaade2015_100y19, 6b57, b485, 1138, b34d, 299e, 0fee, sigradi2013_244p, a865, 1bb8, f4d9, 22d9, caadria2015_126g21, ecaade2016_120m33, ee8e, 5893, 2d3b, 218b, 004c, caadria2016_529t22, d5e7, 2d42, acadia14projects_365af, 3644, 4bd9, cbd7, 51d7, 0400, 07c4, c179, 477b, 85ad, ecaade2015_227m50, 7c17, 7ffe, 0673, acadia14_479o, caf3, ecaade2014_085k20, acadia15_333v13, a09b, 3d0b, ijac201614302b2, 4ba3, 1f90, acadia14_479v, acadia14_365ae, ecaade2014_029z7, b22f, a3aa, bd28, 7f3c, ascaad2014_014e7, 2e28, 6278, b004, ecaade2016_152v41, fdf5, fda8, ascaad2014_007j4, ecaade2013r_008p5, 969b, f44c, aa35, 5588, cfac, a66b, adf5, 7de3, sigradi2014_074h6, ecaade2015_180u38, e4dd, cdfe, 079e, 8c68, 7adc, acadia14_531l, acadia15_161i6, 0cb2, 2b99, b276, 130c, 3955, 1ff1, 45b5, feb2, 2067, a061, b011, 4e16, 65ce, caadria2017_057t19, 8b36, acadia14_709ao, c6ba, 4015, dc84, 7509, 99f4, acadia16_154o11, 2f61, f7a6, 4cef, ecaade2015_206t45, eb67, c641, bc0f, 0c4e, 7cd6, sigradi2014_164j4, 1a12, 93d4, sigradi2015_10.307j21, ecaade2016_085m24, acadia14projects_555e, b4bf, 13a2, db7c, 68fd, ijac201412402j5, 34fb, 250a, 6ff4, 473f, f978, ecaade2015_268b59, 3e92, ddf0, 7234, 190e, 77f1, c1bb, 3485, a453, 0b0f, 4cfa, ecaade2014_195r50, dc89, 3096, sigradi2014_074d6, ea8a, a772, 64b2, acadia14_453i, 6d7f, sigradi2014_263a1, 39ec, 0653, 3e00, 98d3, caadria2015_069r8, 7a45, 6c7f, 4e4a, sigradi2014_049j5, db67, 3ebd, 26aa, da8d, aa1e, 9ad8, 6de2, fdc3, 40b9, 3df8, 2b18, 6f23, 3a9a, c856, 8d2e, d9f8, f177, f489, 58ad, 38dc, f927, 8185, ijac201614408g5, 570c, 790c, ascaad2016_002o1, sigradi2015_8.334t15, 5f25, d1e1, 736d, ecaade2014_072h17, 0009, ecaade2014_157i39, 1126, 6318, 2528, 175c, 434a, 1a7b, 9361, 44e9, 3f36, acadia14projects_63av, 15c8, 2631, f9e8, 8356, 0767, e286, caadria2016_373k16, d37d, b0be, acadia14projects_579aw, 36a9, acadia14_435ar, ab5d, dede, aba4, 60a4, sigradi2015_8.186f12, 11fc, 5875, cf99, caadria2016_871j37, caadria2017_158v39, ecaade2013r_006r4, bd7e, 3199, 0930, 89ea, b180, sigradi2014_169n4, 54b0, cfb2, 8b46, fa79, df82, c303, 5aa9, ddae, ijac201412303c9, e5c6, 60dd, 1da5, caadria2015_108v16, 4b73, ascaad2016_017c7, 54e1, 8fbf, 0d24, f506, 7cf2, f845, 712d, 17ae, ijac201513206l9, 7e78, caadria2017_001d1, 5855, acadia15_483w21, b940, 69c8, 001e, sigradi2013_30v, 499a, 76ac, ec4e, fa50, caadria2015_142l23, 776c, a9be, bdeb, ijac201614105c5, sigradi2013_386l, f6cb, 94b8, a4a4, 29d0, f859, 77c4, 0839, 2056, e71a, a7f3, sigradi2014_281d3, ea51, 736e, a0e5, ffed, ijac201412402l4, e4a5, 33b6, 7b04, e86e, 2b49, dccb, 4dd9, 60f0, 0831, 4c8f, c0da, a6b7, 8c24, 67ba, 8fb8, 5b0e, sigradi2013_111s, 0030, d772, fe66, cf34, 1ec7, acadia14_565y, 0c0f, 8ab9, 3ba1, ecaade2016_230f62, 9fb3, sigradi2014_313s5, 2482, sigradi2014_157e4, 25ec, a196, 2013, 51d0, b8e7, 923b, acadia16_24y2, eb6e, 4d7e, ed60, f59f, 2600, a502, 4e05, 0fbf, 4929, 0f5c, 808d, ecaade2015_118x23, acadia14_357ay, ascaad2016_018i7, ecaade2015_61z12, 01fd, db09, 0cae, ijac201513203k7, c20d, 1a46, af76, b9d6, f7ae, f2dc, f157, 6e0f, acadia14_463p, 81e3, ecaade2015_59h11, ef5e, 0835, 0b89, 68eb, cc09, acadia14_267h, 58ef, ijac201412403g7, ecaade2015_61k12, 8d06, 1bfa, 7167, 2a9f, 75ef, caadria2015_137j22, aac6, 8fcd, 1825, dc01, ecaade2015_231s52, 656f, cdbc, 9eca, 0198, 8dce, sigradi2013_62u, ace6, sigradi2013_370, caadria2017_175k43, ecaade2016_225g61, e407, a7c6, 7186, 28fb, 29a5, 97cf, e82c, ascaad2016_028c11, 4e25, 28c9, f1e4, fa13, 4834, c4bd, e494, 34e6, 53aa, dcac, acadia14projects_199ah, 7f5a, a13d, 1961, a817, a81d, 5d07, fabe, 7c36, 0ba6, 41ae, c1e0, 2fcb, 941a, 287f, 6280, 156e, faec, 9dd5, 2757, a1f6, caadria2015_086h13, a796, db20, ecaade2015_221t48, 10d5, c6dc, 940e, d229, 8e49, 714c, 03e0, 1660, 5163, fb83, 5f78, bf1f, b10d, 0050, 581e, 42f8, cedf, ecaade2016_230w61, ecaade2015_92j18, caadria2015_170o25, acadia16_116x8, d801, 4063, dfc4, caadria2015_168k25, 2ccd, 4c04, 7718, d41e, 5f7f, a3d9, ecaade2014_217i55, ecaade2015_158j33, 01aa, cbc1, d0cd, b1df, 7263, 833a, ecaade2014_138p30, 392f, acadia14projects_435ac, 2bf4, f58d, acadia14projects_463ax, 047e, acadia14projects_153at, sigradi2013_280s, ecaade2015_170h35, 54a7, 31d6, 4ca6, d0ac, caadria2015_023y3, baa1, f4e3, ecaade2015_217a48, 76ce, 5053, caadria2017_051k17, ijac201614202k8, 90db, c884, 281d, d077, fd3c, 01e0, fc03, 614f, 8c22, ijac201513302c10, ecaade2015_285j62, caadria2016_663t28, ac02, 9bfa, b17f, 2061, d549, 629d, 7704, c84d, d745, d67f, 8cef, acadia15_137f5, 9013, acadia14_463g, 6214, 1bb6, 7303, 9fa3, ee81, 63a7, d89b, 38d9, cefa, 7058, 17ef, d741, 33b4, 133e, 4f1d, 843e, 0b69, d336, f359, e071, b2d9, caadria2017_057z19, 40b8, efc0, 941e, caadria2016_003i1, ijac201614403r2, bc45, 53a7, caadria2017_051w16, 3005, ecaade2014_041i10, ecaade2014_065e15, 5ab0, b36e, 343c, f20a, d7c4, 6510, 2d02, 206e, caadria2015_073e10, ecaade2014_167p40, c5f2, ascaad2014_017i1, 21a3, d2e3, 2cb1, ecaade2015_152t31, ac0b, d89d, d95a, 8038, 2e2b, c432, acadia14projects_375a, 66d4, fc0d, ec55, fe04, acadia14projects_101al, acadia14_267p, d684, 846c, 7870, c5b1, ecaade2014_072y17, 25b7, 53bc, 7e19, 9db0, caadria2017_042u13, dcd3, sigradi2013_342t, e32b, 6df6, d84a, 8da4, fa15, febb, 096d, 3508, 960b, dc3d, 1daa, 94ea, c85a, ba19, ijac201412404i8, 89fa, f5c9, 02a6, ecaade2014_168w40, 1451, d2d6, 1b24, 9cce, 6c50, 9a0c, 4a9a, 74d1, 2cf4, acadia14_339ar, 9062, 2af2, 31b4, 8a77, 854c, 3470, 8cbe, caadria2016_229b11, 8016, 37c8, 33ce, fa43, fed9, acadia14projects_619ao, 5909, c85e, da07, 6c9c, f191,