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 caadria2013_061
authors Lyu Junchao, Sun Chengyu and Zhao Qi
year 2013
title Does the Debate on Stress Effect Lead Evacuation Simulation Models to Different Performances?
source Open Systems: Proceedings of the 18th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2013) / Singapore 15-18 May 2013, pp. 179-187
wos WOS:000351496100018
summary There exists a long time debate over the rational state of the evacuees in the evacuation simulation. Sime et al. insisted that the evacuees behave rationally in most cases. Following this argument Arthur and Passini concluded that if a setting works well under normal conditions, it will have a better chance of working well in emergency conditions. Such an argument for rational decision-making makes statistical models, such as Utility Maximizing Model (UMM), acting as proper framework for choice modelling in evacuation. However, on the other side, some people pointed out that there exists panic in the evacuation and bounded rationality theory, represented by pruned Decision Tree Model (DTM), should be adapted in choice modelling instead. Such a debate over stress effect causes hesitations and uncertainties when researchers try to select a proper model framework for their practical simulation. This study compared the performances (prediction accuracies) of the UMM and DTM with the same set of choice data collected in a virtual evacuation experiment. With a similar level of performance on both sides, it is suggested that the on-going debate does NOT bring any difference to the choice modelling in practical evacuation simulation. It is time to improve the performance rather than to continue the debate.  
keywords vacuation, Architectural cue, Machine learning, Bounded rationality 
series CAADRIA
email jeromelue@gmail.com
full text file.pdf (3,734,758 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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sigradi2015_11.166d26, d2a9, 265e, cc85, 633d, 4ecd, df7b, 5203, 818b, ijac201412206t4, 8527, dc41, 7161, a650, d1c7, 5b23, 18a3, 39f7, af50, 0aca, 6f38, 28a1, 844d, caadria2015_150x23, bbf7, a23d, 6a2e, 1876, ascaad2014_023z4, f5e3, caadria2015_087k14, ijac201412401v3, 3c7a, f032, a8bb, 3a3d, 9cc5, b198, f268, 282e, caadria2015_170u25, a211, be5f, ecaade2015_304w66, ecaade2016_132x37, acadia16_362n22, 3db0, 9996, ae5b, 7c6d, 94eb, ecaade2013r_001i1, c127, 2df3, caadria2016_631j27, d1e9, 2e5b, sigradi2013_342k, acadia14_661g, 1d5b, a0ea, 4b48, 2e92, ecaade2014_186s47, b4a5, 363b, 0c53, d505, 8142, 00c6, 70af, 3b9c, 183f, sigradi2013_267v, acadia14projects_699b, 73cb, ecaade2014_024j7, d1df, 5aed, 62f7, caadria2015_049h6, 913e, 3ff1, 3024, 9d6e, 99b8, 3d34, 29b0, d0c9, 22f5, eebe, aef0, 697d, 8179, c5ee, fe43, 62c5, b1b5, 6391, caadria2016_177b8, 0e68, 86aa, 7c67, 4be3, 7402, 0e38, ecaade2016_106i29, 3992, fb41, e858, caadria2015_073b10, c4c1, ca04, edf9, a3f7, 3d3b, 79c3, f826, 5f92, 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caadria2015_210m32, 919f, 3e4e, acadia14_23aw, 640e, ecaade2016_078w22, caadria2016_787e33, 893f, 1548, 5412, 4b1b, daae, acadia16_270d17, 9040, 7d7f, 4bd3, f67a, 3c70, 7382, ca88, 1b7d, 5381, acadia14_627at, 5ff9, 8421, bca7, fc25, dc09, 65a6, 0e90, acadia15_203n8, 87b9, a251, 3e76, 31d3, d98b, b374, 4e83, 889d, df1f, 63ca, aa98, sigradi2015_12.297g28, 78eb, f5e1, 5a16, sigradi2014_345i10, 1f98, ijac201412301z6, 4572, ecaade2015_155n32, b563, 88c2, 348b, 4803, 1961, 3671, e080, c723, af52, ecc5, 7e2f, 3663, af16, 637c, 6b03, 8942, c977, a78d, fd74, ecaade2015_221r48, a002, edc6, ef97, 6676, 97df, 187f, 19ea, a829, a1cb, 554e, 4828, 7e07, 9626, 56b3, af95, 50d9, ecaade2014_113x26, 3bec, 9bdc, c54c, ecaade2015_21l4, d9b6, 8592, 8b7b, 1a7d, caadria2015_061d7, 275f, 7850, 7737, 1212, ecaade2013r_006u4, 041d, ec35, sigradi2015_10.74u18, ecaade2014_184n46, ecaade2016_216c55, 7009, b69d, 0bd8, ecaade2014_127o28, sigradi2013_77k, 1509, 7570, 64d2, 7d90, 5c92, sigradi2016_431y, 01e8, d278, 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ijac201614102p2, 942b, 1492, bf3d, d716, 751e, 6482, b092, 1d8e, 2551, 0797, 62b9, f23a, 3b2f, 6c2a, 1ac2, aa99, 547d, 198c, 9c82, ijac201412201c1, e286, ce20, c8c7, eb2f, 2782, e41d, e15a, 4f5c, ecaade2015_87r17, 60ea, 23ad, 596f, db8e, 3396, a80c, 9c1c, 1005, 4040, 1dda, 0f44, ecaade2015_130e26, d253, ecaade2015_286e63, 8a69, be79, 74a3, 999c, ecaade2015_256e58, 2a9a, ecaade2015_61z12, a64f, 4956, 3541, ed34, bf34, 7fa1, d866, dd37, c634, 8526, ecaade2014_111a25, 86f3, 7c09, caadria2015_142p23, 3b8e, sigradi2016_512qq, f05e, 2e55, c3bc, 6851, 7217, 3425, feb5, fa66, a359, 136b, f733, 1114, 20e0, 3d1c, ae1d, ecaade2015_13s1, e4ca, 64c4, 485e, 061b, c9cd, 7fa8, 96af, 93fd, 4c00, 444d, c43d, eb08, 4c6d, cadc, caadria2016_819r34, 1de9, 12ee, ecaade2016_032s8, 3f57, 7cb8, c76b, e832, 7860, 7e76, d5a3, b8dc, 2db2, 4187, 3dcd, 9fb3, ecaade2015_325b71, caadria2017_015i5, a6bc, 3b72, 216f, 324e, 250e, 5beb, ijac201412305t2, f196, baea, f851, fa1e, 6e41, 62c2, c7a0, ijac201614105d5, 2592, 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ijac201513201a6, acadia16_54x3, 6357, 22e9, 9cb6, ed87, 7a6f, 05be, 6d47, ca74, 21d2, d477, acadia14_81o, 0f4a, 6d51, 9c7b, 38a6, ecaade2013r_019j10, 1cf5, ce6f, ecaade2014_225l58, 9aa5, 2151, 49ec, 2d94, d3ef, dd46, 491d, f536, ecaade2016_193u51, c658, 24fb, 66dd, 9f08, 3257, 92d9, bc14, 08b1, 5d47, f53b, 6dbd, 6e87, ff08, 707e, c63b, acadia14projects_435a, ac2f, d0ef, 01e7, 5010, a11c, 7c66, caadria2015_122h19, acadia14_247g, a84d, 98be, 2cdc, 77fb, 5c02, 83ec, 9da8, 8962, fe70, 7dbb, 7436, a955, 5a32, 8031, b739, 768e, ad9e, b11d, ecaade2015_13u1, acadia14projects_479d, c51f, 88e1, 687b, 91dc, a078, d101, ecaade2016_222k57, ijac201412303j9, 8d37, ijac201412305p2, caadria2017_113m29, ec20, sigradi2013_111t, 5d27, 63e5, acadia15_431k18, d389, 324b, af9d, 5ad0, 1f99, a963, ecaade2015_138c28, 414e, c80b, 86c2, 6c82, sigradi2015_8.239x13, ijac201513301z9, d0aa, 66d5, ecaade2014_218t55, b429, 4617, 80ff, dd33, ascaad2016_057n22, 4503, f588, 46f0, 4f89, 3dac, e348, a13e, db99, 796b, sigradi2015_sp_10.16g31, 6dc7, ecaade2016_188k50, ecaade2015_206p45, d508, 642c, dbea, 35d8, 93d3, 08bd, 6471, 3e58, ecaade2014_140u31, 663c, 0516, fec5, 0b85, 9eaf, 492c, 87d4, sigradi2014_021r1, ecaade2015_227e50, caadria2017_183n44, 2512, fb3b, 3e70, e897, 5524, b494, 5adf, d835, 37f3, f7bb, 8a97, be1d, 021f, 1a40, ecaade2014_157u38, 3aba, 0080, 12c6, 9dec, ijac201513202l6, caadria2015_178x26, 930c, 7fef, 7848, 4f32, 0a9c, 2220, 46ac, 4596, ijac201412301j5, e97a, a830, 983f, 8604, 7cbb, afcb, ad26, 4e88, 23c0, ecaade2016_210d54, 6509, 2d66, ecaade2016_028k8, 80d6, 6d8e, 768d, 41d1, bc23, 23dd, 600a, ecaade2014_014h3, aa50, 7146, sigradi2015_10.377x22, 54b1, 4623, sigradi2015_3.268f5, 4582, acadia15_81v2, 29b1, 378d, 018f, ijac201412301d6, 87d1, 84ce, 2448, sigradi2014_347l10, b183, 0dc9, 7dc3, sigradi2014_032o2, 584b, 9736, 4acb, 0ac9, caadria2017_001c1, fab6, 0c98, sigradi2016_816rr, acadia16_116s8, 5377, 221c, 0684, ef3d, a4ac, 5f77, 0f15, f1b3, 91cf, e3f7, 95e0, a743, c679, 0a57, ijac201614206d11, 854f, 3d82, 0f42, 4f38, 74e5, 5e5c, d3d2, 592d, 6449, ijac201412404s7, ijac201412204n3, 2c53, 28ac, ascaad2014_011x5, acadia15_137g5, 9d9c, sigradi2013_400n, ec6d, 5cf6, ecaade2014_237d61, caadria2016_055r3, cd11, caadria2016_663u28, e31a, 660f, e16f, 5f6e, ecaade2014_052f13, acadia14projects_609as, 4354, fd1d, e63d, acadia14projects_453g, 7d05, ijac201513101p1, 9aaa, 28fb, ee89, bb1a, aad2, ad78, c396, 8bd6, 5894, ascaad2014_003r1, 384f, sigradi2014_074u6, d02e, acadia16_34d3, 7cbe, 6c48, sigradi2016_809rr, c38a, d7cc, 09b8, 5cf5, sigradi2013_303t, 6010, cf7a, ecaade2016_170y48, de19, 70db, acadia16_344a21, d889, ecaade2015_21t3, ecaade2015_298j65, 1e21, 5648, sigradi2014_070a6, 8847, 0d10, ecaade2014_198s51, ed1d, acadia15_284x11, 0282, 0398, ceb2, edbb, 4954, e86e, d984, acadia15_223b9, ddc6, ecaade2015_61b12, bce9, e288, 3ddc, 81d2, ce69, sigradi2013_30c, 98b5, fc1c, 1fb1, 577e, f449, 2f3c, 0a3b, sigradi2016_817f, 837a, ijac201614305g3, 5571, 4878, b642, 3768, 3d02, dc18, 4efb, a166, ecaade2013r_018y9, 74f4, acadia14projects_339ar, 0954, ijac201412305b2, ecaade2014_133o29, ecaade2014_065c15, 2c17, c18e, 3319, 9b40, 054c, f27b, caadria2015_218o33, 2af3, 74cd, ac36, 01e3, caadria2016_777x32, 0359, 259c, 1a83, 734b, ijac201412207g5, 53b7, 0a18, 05b9, aa75, 0cc3, 4d99, ce36, 1b2c, acadia14_43y, 349b, b87e, e1c8, 3820, sigradi2016_814d, caadria2015_188b28, e8ab, 65b2, f784, 2d2c, sigradi2016_524bb, 4609, fa56, 6eb2, 6597, f4be, d0da, be07, 2e7a, de33, 10a7, 9c29, 840a, d025, 8fc0, ecaade2016_193o51, 1c35, e088, 5b37, ecaade2016_047m13, fd8a, caadria2016_405n17, 875c, a551, 4e69, 957a, 1cc5, 7509, cd2d, 46ea, c246, 7cca, 567f, c7e3, 26bf, ecaade2016_ws-foldingv68, dde8, f74d, ijac201614402j1, 522a, a134, 7d21, caadria2017_122n31, acadia14projects_229j, 50d5, caadria2015_061a7, b458, 031d, 6650, 570e, de03, 144a, 26b0, dd19, 7b08, 052b, d862, d6c4, d525, f0e3, 42ae, acadia15_417g18, fded, 9d55, e77a, ascaad2016_005x2, 68a3, 2070, caadria2016_819t34, 67cc, dfca, ecaade2014_113y26, ecaade2016_tkoi67, 412e, b6bc, 6625, 0333, 0269, 7771, 3c30, 8761, e266, 1b55, 1471, fe95, a84b, 0b49, 00a4, cccb, acadia16_106x7, ecaade2015_138l29, 184d, caadria2017_046k14, 12a2, cde4, caadria2016_147h6, 35b1, 8ff3, caadria2016_755p32, 3176, b6b2, 0238, acadia14projects_473au, 692e, 50b7, 4902, a8d2, 19c2, 7bbe, 2935, caadria2015_087y13, bc68, ecaade2015_138a28, ed0a, e819, 09ec, 9220, 9940, 05ff, f5ac, 9b9e, b7cf, 0e5a, 9302, 0d5d, 7cec, c8a7, c94a, ascaad2014_012k6, 1735, sigradi2015_8.143c12, 2255, caadria2017_058k20, 4fd8, 47fa, e0fc, f01b, 3e03, 2896, 480d, ab06, f945, 1dc8, 3883, ecaade2015_296o64, e4f8, 4d15, 99ab, 155d, 0021, acadia14projects_199ae, c974, 8383, 3570, fbf9, sigradi2014_347k10, 7932, caadria2016_239f11, 13db, 0873, ecaade2014_066h15, f4fc, caadria2015_014n2, ijac201412304o1, 3722, b8c4, 5fea, 9801, ecaade2016_095x25, d910, 3223, caadria2017_056y18, f083, 2704, 1f26, ecaade2015_250h57, 5d0d, 4705, acadia14_699o, 740e, 187c, caadria2016_851f36, 42da, d1e3, 5577, 948c, d4ce, 4a65, fc0e, 8861, ecaade2016_065e16, c7dc, cd91, d132, 22a9, 8e81, acadia14_531s, acadia16_488b29, ecaade2016_tkoc67, 7e30, b4dd, 8b7f, 2800, ecaade2015_284v61, d233, daea, 0726, 4a11, e5ef, 3f32, 9a5f, sigradi2014_049g5, 6241, 2a80, b1f0, d82e, 51f2, ea19, 2c6b, 4a76, 8cea, 0abf, 1655, db50, 56fd, a53c, 5b3e, sigradi2015_10.138v18, 9519, 1f70, c5cd, 875f, 4fc1, 8540, a632, 73d1, f7bf, acadia14_357ax, 7333, df2b, 171c, f499, 05fe, a26b, acadia14_479t, 4451, 068c, acadia14projects_153ao, 2ca3, sigradi2016_524q, 00b1, ea77, f259, 0909, 1e6b, ecaade2016_118f32, d971, ade5, ecaade2015_84z16, ecaade2015_59d11, b6a0, bb77, 975e, 4ac8, 02ce, 562f, bcd7, d64e, f577, caadria2017_048b16, acb8, af97, a421, eb0a, edc3, de34, b16f, 84b6, 460e, b74e, 6b5f, e48a, e094, 7d0e, 510c, c512, 3260, 4333, ecaade2016_072g20, sigradi2014_266c2, d36b, 1153, 6f5d, f55e, e075, 4269, 3818, 8939, 99c3, bac6, acadia14projects_153j, acadia14projects_117a, 3be0, be02, ecaade2014_206x53, 5f68, fb36, ijac201513105v4, e8ef, a37a, 7a65, 260d, caadria2015_087a14, 0c80, da1f, eb9c, e086, 3969, 194f, e90b, 1bdd, 1042, 11dd, e88a, 3e20, a34a, e116, 45f7, a75d, a367, ecaade2016_199x52, 5bfe, 09a4, 9f1b, caadria2016_819p34, fe7d, d461, c279, sigradi2013_386i, acadia14projects_63b, 13e4, 3431, 3a95, 8565, 288d, 147f, acadia16_34f3, fb22, b1b7, 7718, 0ea1, 9e31, 2d26, de84, acadia15_323a13, 9e05, 19e3, 4656, da11, 580d, 9bef, c0a9, acadia15_211t8, caadria2016_177t7, b293, d4ff, acc9, ecaade2015_246b56, acadia15_251m10, ddc3, 5669, 872d, c2b6, ecaade2015_48w7, 7034, 82a0, 77f6, acadia14_719i, 7355, bab1, d6fb, cd8b, 9ae9, 9901, 7693, 09b4, 7b22, caadria2017_115l30, bafd, 3b25, ijac201412403e6, f4f7, 446a, b2e0, e20d, ecaade2016_223z58, 45c0, sigradi2015_8.328k15, ecaade2015_171i36, 7d37, acadia14_145ab, acadia14_399ai, ecaade2014_111o25, ijac201412404x7, ijac201614102u1, caadria2016_871t37, a30d, 4307, 9aa2, b6b5, 020b, acadia14projects_43ag, c0b2, 2b0b, 7e61, sigradi2016_515h, ecaade2014_186j47, c7e7, 8262, 32a3, e1e4, 25da, f6ef, e0c8, ijac201614201j6, 79cf, 764d, acadia14_199ap, 6061, 8b11, bb27, 8e55, 6a05, b2c7, 20c8, 5d4e, 48c1, 8ad5, 8ad8, caadria2016_569g24, acadia16_342c20, ecaade2014_186a48, 2057, 14fd, 84c3, ecaade2016_013m3, ecaade2016_007i2, 3435, 7399, dae0, aaf8, 3d0c, aa25, acadia16_402s24, caadria2017_094b26, ce0d, 09ea, ijac201513102u1, d0e5, 60ce, f44a, e735, 58b6, ed8a, 5676, 369e, 6924, 23ff, acadia15_323u12, 67c2, d846, 6fc0, 0ec6, 1906, 2ada, d6de, ca85, 732c, 2947, ed4a, d509, f820, cbc7, ascaad2016_036a14, acadia14_101an, 3b4b, ecaade2015_227l50, 491a, 6ae6, 6ab1, 6bfb, cb2c, 70f6, ascaad2016_052h21, 8554, b203, 2c11, 0cd4, 270c, 5e36, acadia14_43af, caadria2015_084e13, f9e0, 107b, sigradi2016_515e, 20dc, b071, acadia15_483b21, 2e62, b94f, ecaade2015_196v41, 5ac0, ecaade2014_024y6, 2f8b, 2a71, ijac201614105s4, ca09, 2d92, ea78, c877, ecaade2015_170l35, b311, 02d6, 1e79, ecaade2014_225h58, f2e3, sigradi2015_3.11e2, 9ddd, caadria2017_183d44, 78df, 9730, 4d1c, acadia15_251i10, a12b, 23d8, acadia14projects_463u, 5487, 5654, ijac201412302j7, fd5e, 1482, 400f, 5b12, caadria2015_023u3, 1bd2, f42f, 2988, caadria2015_023v3, 265b, sigradi2016_450zz, 219b, 0e42, 753e, 08f4, caadria2016_415v17, 0f66, 006d, acadia14projects_167w, 181c, 2238, 22ce, 8355, 0c92, fbdd, fea2, a3b9, 4e45, 5eb8, ad05, 16c5, 0c73, 5d63, e525, 48dc, ecaade2014_157o38, 59f7, d4f9, caadria2017_096p26, c72e, f69a, sigradi2016_625vv, 9076, 5c98, 05c5, f49f, 2784, 987d, 86ea, 333d, b968, 909d, fc9f, de81, b7d4, 26a4, c943, d2d9, 194a, 8a53, 5532, ijac201614301a1, 404c, 96de, 9dd3, e8e0, ecaade2015_194p40, b5c0, 8d06, e1a0, ecaade2016_191f51, 5467, 62d1, 206d, 2ce7, b330, 35fd, 2ab7, 6766, 04b3, 005b, ecaade2014_108h24, 8de2, 81b6, 380b, 8097, 29e9, ecaade2016_224s59, ecaade2015_194v40, 999b, 6849, a24a, c879, 1a14, e067, 6c5c, 25bc, 1e8b, ecaade2016_071h19, 48b7, 2c18, e8c2, 7f17, ecaade2016_083c24, ijac201614205s10, 77cd, fe72, 4099, df19, 2118, a853, acadia14_497r, b477, 9aee, 7a5b, 812c, c948, e582, 9b74, e7cf, sigradi2016_420pp, b629, 8851, e111, b059, 997b, 813f, 6d89, 36fc, 4a82, sigradi2016_357k, caadria2015_181g27, 76d1, d0ab, 6b65, 6ecc, c66e, d030, 20c6, ecaade2014_168f42, 6df1, 04dc, 1e32, acadia14_435ay, acadia16_62s4, 3a78, c713, 421c, 5c10, b3cc, 7b9b, 36d6, 956b, a6b1, caadria2015_202y28, ecaade2016_tkov66, acadia14_627ao, ijac201412303i8, 0f77, a69f, d09a, bd5e, 8f80, 778b, 3c5a, d5ac, f117, be81, ddb0, b151, 831b, e5f4, 03ef, 63fb, 9f2e, 2be8, cf6a, 8fe3, fbd2, b64c, ce3c, 97c5, 3955, b1ad, ce91, afc6, 5f2e, 39ed, 55ad, f277, bdf0, caadria2015_203g29, ef19, 0f81, 3f9b, 5e18, ecaade2014_072g17, f34f, 5a1d, d355, 52e8, cb4b, sigradi2015_8.41s10, ecaade2015_195p41, f738, 2ec7, 5c26, 36f9, c67b, ascaad2014_019c3, 1bda, 3c3c, ecaade2015_100s19, ecaade2015_136p26, ecaade2016_237c63, eca0, ce40, acadia14projects_317u, 503e, 4162, acadia15_203f8, acadia14_237ax, ecaade2014_052m12, ecb8, 37bc, caadria2017_190t45, 9e7e, c00d, fb71, acadia14projects_497x, 5e26, 7bd6, 37c2, 689c, 8df3, 7395, e1ef, da67, afc3, a6d2, 035f, b836, acadia14projects_435d, cf10, c0cd, b6f1, 6272, c22f, acadia16_402v24, df6f, 55ce, ebac, ecaade2016_077u22, 49a6, 6628, c1c6, sigradi2016_637z, ecaade2016_042c11, 3290, caadria2016_095o4, acadia15_251j10, ijac201614102w2, 83a8, 124b, a277, 08ed, acadia14_347av, 8319, 54fe, 5a36, 77c2, 2120, c1ab, 1f82, 5a6d, eb2c, sigradi2015_3.212k4, bf67, cf16, 8e67, 152d, cd51, ca6c, d393, 3d8d, ecaade2015_193z39, sigradi2015_3.268i5, sigradi2016_690qq, ascaad2016_010r4, 2517, 2007, 22bb, 3e62, d2f2, ff91, 0541, 796f, 0fd5, 6a96, b165, 2bad, ijac201412406l9, a105, acadia15_431r18, 4780, b0d6, aaf2, 37fe, 9402, e8bc, 9c6a, cb23, 65d3, 704c, 01ac, cc1f, 9bce, cb77, sigradi2016_490ii, ascaad2014_005w2, bc0a, 21e6, 57cd, ecaade2016_150a41, 4e20, ecaade2016_048y13, 5a6b, caadria2015_209a32, ecbc, 4e90, ec97, 4a6a, 6395, 9ae0, e479, 2022, 3b0d, e3bd, caadria2015_130z21, ac15, 25d1, 8e63, 9d15, 262e, fbe7, 22f9, a5ab, ecaade2015_59a11, acadia14projects_357ax, ba72, e29e, 5924, ijac201513103y2, be30, 3082, 4867, 7b5c, e2a2, sigradi2013_304a, ecaade2014_230l59, a6da, caadria2017_149d39, eeda, 81ee, sigradi2013_208m, 2c6c, 3614, sigradi2015_10.307l21, ijac201614305r3, 8198, ijac201513202j6, 51c1, ecaade2014_088f21, acadia14projects_311z, b942, 5cc6, a568, acadia14projects_101al, c32e, 8a7e, 17a4, sigradi2014_041k3, 35e0, ace0, acadia15_323h13, 144f, 6ac6, ijac201513203m7, c841, 9f6b, 1aaa, 281d, 0daa, a01a, caadria2016_881u37, 3dfa, 20c7, sigradi2013_152, 2dce, 5f42, 903e, 3394, 132a, 9679, 0a95, ecaade2014_052y12, ec63, 81e8, fccf, 6704, f335, 5863, acadia15_110g4, ijac201412401u3, 7050, 7ef6, b22f, sigradi2013_77, acadia14_497aa, ecaade2015_297c65, d573, sigradi2016_815v, caadria2015_208y30, ee34, d07b, ijac201513303p11, acadia14_145ae, d51c, ae1e, e2c6, ecaade2016_130n36, 4bf0, adc9, 4969, caadria2015_016o3, 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caadria2017_056k19, acadia14_177z, 5ded, 544f, 0a60, 7d78, 4cba, 05af, ijac201614201y6, 53b6, a163, e633, 549f, 9458, a614, b353, 36c7, ijac201412301a6, 6abd, 586b, d559, ecaade2014_021u5, 49a7, 102d, sigradi2016_599pp, abef, ea5e, 3057, 47f1, 55f9, b977, b988, 2c9f, acadia15_323m13, 5a26, caadria2016_529u22, ascaad2014_022s4, 538c, 0782, 7fe2, 2615, d6c5, 6ff6, 1995, ecaade2015_113r21, 1f1c, ecaade2014_169m42, ecaade2014_225n58, f8cb, 2af6, ad8f, ecaade2015_318v69, 3b64, e947, 9c11, 5c8e, 28f5, 2569, 182e, 290c, 24c2, ecaade2016_136s38, 8149, 1f84, 142c, 4721, acadia14_43al, f9ec, 2d9f, 67f5, 11e4, b85c, 8661, db03, 95ac, 920c, a6ab, 1976, 34b6, b5c7, a44e, ecaade2016_006p1, 03d9, b71c, 09a6, ijac201614307m4, sigradi2016_815q, ecaade2014_198u51, 6787, f8c0, 51c5, 56d2, b8ac, 48e8, e289, ecaade2014_038y9, 1f3b, fec0, d7d5, f543, sigradi2015_6.42a8, b445, 11cc, 8a1c, acadia15_123n4, 411e, ff5a, 7abe, 27bf, 911f, acadia14_555j, 2b92, 8bd9, eaae, 9e67, b9af, 1b80, 4ac3, 778f, 8f19, e4fa, 2a0e, c400, sigradi2015_10.140i19, 68ca, 6b5c, 590a, dd07, c629, 3fab, d31b, bc4f, 4c7a, 8ac1, acadia14projects_479j, f5ed, ecaade2015_253x57, 7b5a, 6e30, sigradi2016_752vv, d8b1, 3a23, 0417, 17cc, 955f, 514b, 4ef5, b10c, 2c72, cb55, b2d3, 7786, bf39, 7d2c, ecaade2016_170p48, 3de1, 490d, c5cb, 42d7, a6bf, caab, 0d8b, 8751, ec2e, 672d, e68d, ff82, 9b1f, ecaade2014_140n31, f2ab, 4ccd, acadia15_395x16, 117e, a9f8, 0c0a, caadria2016_105d5, 6b47, 0a25, ea4a, 2773, 5fd3, 9917, 11fd, f42e, 2908, e752, 8f38, ecaade2015_235z53, 82ef, sigradi2013_303o, f3ae, 63f5, 0d25, 3c5c, a22a, 31d4, caadria2017_124a33, b388, 5928, 8db1, 333c, 946d, b1a3, f3cf, a7d7, sigradi2016_805ff, 3999, a0ab, 4380, e8cc, d296, acadia14_699t, 58ba, 0006, ecaade2016_167o47, f263, fbf7, 73e4, a2f5, 3ae0, 352f, 3f44, a7f9, c464, e518, ecaade2014_149a35, ecaade2016_046p12, 9c60, ab9c, bbbe, 6833, caadria2016_457d19, acadia14projects_427ao, d3eb, 37f5, 0c5d, 5ea5, e0ed, e394, 27a9, f9d0, 0ac4, 3105, 1080, 5061, 9598, b01c, 2a7b, ecaade2016_106n29, f563, e1a5, 8d01, 2546, f7c9, 0890, 6aae, 3f7d, b04c, caadria2017_041n13, 7ff3, 31b6, acadia14_125ag, 02ef, ecaade2014_151y35, 0d7c, ecaade2015_94d19, e823, d761, 9530, 5b77, 151a, ijac201412403y5, c256, 2717, 27c8, 7b4b, 2d8a, ec9b, caadria2017_145h38, 006f, 6435, 4f83, 4dbf, 8b97, 0e41, acadia14projects_317s, a59b, 67a4, a2de, a7c7, b733, ecaade2013r_017b9, da41, 56db, 4121, 9449, acadia14_699n, ascaad2014_024d6, 6c62, 90c6, 6513, 1f85, 038d, acadia14_681ag, be3b, ef63, aa57, bd59, 9e58, c51a, b92a, acadia14projects_145aj, 519f, 317a, cf65, 1dc0, 1685, e618, 80ee, acadia14_619ab, a94c, 5dc4, 7586, 3cbb, ecaade2014_018z4, 6bfd, sigradi2014_249m9, 619d, caadria2017_163v40, 94a3, d21c, sigradi2013_74c, a870, fb7c, 8e5d, ecaade2014_072j17, 0927, 6396, 6a6e, 78fd, caadria2015_208r31, 28a0, ecaade2014_176f44, ecaade2014_120m27, sigradi2016_636m, 16de, caadria2016_611o26, f61d, efd9, 192b, 7183, b4c9, 45c5, 7af5, 663d, fdda, 1bbb, fd38, 6d28, a2b5, 40ba, e334, 878c, 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acadia14_445aj, 6f73, 075f, d29b, caadria2016_725k31, 7a6c, 8466, ecaade2014_105b24, e1ec, 7421, cd86, 9fc5, 1aec, caadria2016_229p10, 8c67, f90e, ecaade2014_041g10, 750e, 7f94, 65e3, ijac201513303l11, acadia14_101ah, ecaade2014_042l10, 732e, 513d, fcef, 9606, 1dd4, 5244, ijac201412405w8, 9744, 7151, ascaad2014_001c1, ecaade2016_119x32, ascaad2016_049t20, ecaade2015_48j8, 6c96, 7501, bd4a, 4303, f4f3, 7866, caadria2016_271u11, caadria2017_018w7, 28e9, 0bd2, 1916, 6ad2, a20a, 9ab9, 4837, ecaade2016_071s18, a2f3, fe08, 3c48, ebc6, 9718, caadria2015_164a25, 8a3f, sigradi2015_11.34b24, b04f, afd4, ecaade2014_175r43, 2043, d935, 241d, 70ad, c77b, 63cb, 0300, 67e6, sigradi2014_330o7, caadria2016_517z21, 5d79, 5b51, 06d4, ascaad2014_007y3, 0c95, aefa, caadria2017_107s28, ebdc, 686b, 7481, ecaade2016_217i56, ed1b, 6946, caadria2016_755j32, cd9b, 71bf, 56a6, c199, 3e4d, e0f9, f014, e370, sigradi2014_266w1, 61f1, ecaade2014_168e42, 3f45, 9e7f, bdbe, sigradi2015_10.220f20, 355d, ascaad2016_022m8, 15f8, 5bd9, 04ac, e6e3, 7ec1, ijac201412301l5, 4751, 8164, a865, a9c2, 5cbb, ecaade2016_136k38, 5a54, 9fd4, 5cef, ed49, c917, c177, b426, d192, a998, ecaade2016_111t30, 0677, a64c, 3131, 23b2, 8ee6, 40ed, 2f36, acd6, 6026, 1d1c, 3241, ijac201614105j5, 4a59, 118b, 9e9c, ebe0, sigradi2016_595gg, caadria2017_018r7, 8da4, 3c6e, 3546, 49da, bb05, e3cc, 6aee, sigradi2014_314p6, 4b20, 2bd3, 2444, 6df5, 89b1, 949e, ecaade2014_138m30, 1472, ascaad2016_022p8, 6c2e, 4f29, f97f, 3579, 9e75, faea, 1d67, 161f, 5445, caadria2017_079a24, 82c2, ijac201412405a9, b36e, 5f32, 7f3a, 2c44, d6ba, 9f13, f868, 3484, 81fe, 2b2b, 95db, eaa6, 5f5b, 1d23, 7166, b3e3, 7aba, bb4d, c564, ec70, d541, 4894, cf27, d779, acadia14projects_339am, 6c9f, ecaade2016_089d25, 5253, sigradi2016_654b, eced, 04c2, 3d1d, 370e, caadria2017_174t42, acadia14projects_317y, f291, cee1, 0247, 59dd, 725b, d8ad, b464, 2dab, d089, 1d0d, ecaade2013r_008s5, caadria2016_621u26, fd12, a504, 1e9a, 1182, 9a9d, de07, ijac201513105b4, 3a3f, ecaade2014_206i53, e9a5, 245a, acadia14_199al, 714d, d5c8, e1dc, caadria2015_226k34, c5f8, acadia14_435ag, ea00, ascaad2016_009o4, 7cff, d21e, ijac201614208k13, 4f88, 30be, 564f, 86a6, 2279, c1ae, 02dc, 5110, b030, 16cc, f6b5, 9d5f, e848, 74fc, 2167, ecaade2015_235j53, 06d9, aedb, 028d, ecaade2015_303x66, f5d9, 3628, c4c7, ecaade2014_071b17, 7e39, 34fd, acadia14_125s, 2b10, b090, ecaade2014_023p6, 66d4, 1eaf, 3366, ijac201614202c8, 4bfc, 1ae1, ecaade2016_163m45, a4bb, 6a3a, 0d21, 0ad2, 0637, ce38, 7bf7, 4d8b, ijac201614404w2, a7f6, 1453, 0fda, d811, d5d0, 1760, ecaade2015_155l32, 240c, ebed, 83f5, 4b2c, ecaade2016_072f20, 10cf, 6240, 514a, ijac201614105u5, 8b16, 3742, 19d4, 057a, 4ae9, 7e7c, sigradi2013_111s, 3e4f, 6cdc, aa97, 3e7e, 166e, 7dfc, 2c94, e77f, f991, b58a, sigradi2013_425o, 0091, caadria2017_147t38, 047e, ijac201513201v5, eb63, 019a, 4247, 956c, sigradi2016_490bb, acadia14projects_463e, 83a1, 472f, ec46, 2add, 4fd9, caadria2016_517v21, ecaade2016_199a53, ecaade2014_168x40, ad09, c579, 72c8, 1b3b, 8ab4, 61ba, acadia15_263e11, 7d07, beac, 3f61, eefa, caadria2016_651x27, 6db3, e2c4, 9d85, 9b84, 6b98, 6e53, 5dfb, f93b, 31e1, acadia14projects_671w, ecaade2015_94i19, e39d, acadia14_301aw, dd9d, 8f85, 0787, ae85, 9205, 3582, 554d, ecaade2014_162u39, 31d0, fea9, aea0, 0b94, sigradi2016_484yy, 6623, ecaade2016_217x55, 114d, 21d4, d230, c2f7, sigradi2016_400i, 99cf, 5529, bb3b, 3baf, 2cb5, de5b, 6949, 4701, 008b, ecaade2013r_017z8, caadria2016_209w9, 0e91, a3d8, acadia14projects_389ax, 5188, acadia16_44m3, cf01, 249c, sigradi2015_12.107e27, 2d2b, 8e3a, b5f6, eb2a, ed76, 223f, 751d, 8363, 77bf, ecaade2015_268y58, ecaade2015_53u8, ecaade2015_59j11, ecaade2015_158w33, acadia14_619z, fdcd, eb48, 90d0, d759, b1ce, acadia14_281r, sigradi2016_530ee, e3cd, 176f, 0cb8, 49fa, 0fb8, 1140, efcd, ecaade2014_168w41, 4fe3, fbab, 0b16, 1a79, 2268, ecaade2016_139w38, ijac201412204m3, c163, e0ee, 6fc1, 3504, ccb9, 7cdc, ijac201513101n1, f846, 51e2, caadria2016_487n20, caadria2016_611m26, d255, 2412, 810e, adab, sigradi2015_8.339w15, fd21, 6390, caadria2016_819l34, acadia15_137r5, 726b, 52ef, 251e, 37f9, 065c, e626, acadia14_189al, f395, 73c1, ecaade2013r_002i2, c696, 725e, 7618, f97c, 89e4, fb76, ascaad2016_028s11, 6af3, ecaade2013r_009u5, bf4c, 42e1, caadria2016_157t6, c1b9, e42b, 0b8c, 118a, 8d3d, 7252, sigradi2015_13.316b29, 1cf4, 9e96, 2ed4, sigradi2016_392xx, 5bc3, 6c24, 2cf2, a4f5, 44f1, sigradi2015_11.166b26, eb11, b95f, c53c, 042a, caadria2016_343i15, c4c5, 915f, dafc, cec1, 9175, ecaade2014_143r32, 8c33, 2cba, 17ee, ecaade2016_217i55, dfa6, 00a9, acadia15_123r4, 5904, 9f96, acadia14_671x, fb43, d08a, b819, sigradi2014_049h5, ac9b, 3e2e, e0dc, caadria2017_056j19, ced2, 3a53, 4af2, b712, 0168, 8cb6, 16fa, b312, 337a, ecaade2014_029x7, ac7c, acadia14_523at, b1b4, ijac201412405r8, ecaade2014_144c33, 8048, sigradi2014_303h5, a832, 97c0, 45ab, 70c2, ecaade2015_280w60, d95c, e0da, ecaade2014_206r53, 8ff0, ecaade2015_336x72, e7e4, 137b, ea44, dd8a, acadia14projects_589i, caadria2017_037f12, 6b97, 634a, be5b, acadia14projects_131ap, ecaade2015_17o2, d349, d0d5, 4cd9, 5fd7, sigradi2014_213m7, 66ec, f6d8, 9b85, 593c, a49a, c182, cc29, 5912, f101, caadria2015_188a28, e391, 9f02, 3fe7, 5b19, acadia14_609ah, 84bc, 4cf1, caadria2017_079v23, 1880, 4325, 83d7, c5f4, 7995, df1d, a1fa, 2f5c, ab60, caadria2016_321m14, 2616, ecaade2014_089t21, 1ce7, 6f35, ijac201513205i8, ecaade2016_tkog67, 91f8, 968c, 2602, 9ad5, ecaade2014_010e1, ecaade2015_53j9, 5ec3, 5037, 2db9, 5794, ecaade2016_217m56, ccbe, b35e, 57d4, 81a1, a3e3, sigradi2014_018o1, acadia15_323i13, 4cf6, acadia15_185p7, f795, a467, be46, ijac201614203b9, a8f7, 6126, c616, 2e67, a717, 413e, 5a28, d997, acadia14_479f, 300a, d9b1, 379f, d3a1, fef9, 6c78, 3e6a, e3a3, 247f, 7884, 7533, 1c84, a571, 8743, ecaade2014_046r11, sigradi2014_345p9, de46, 7c3f, 1354, 1097, 8b55, 0bbe, b921, 4fa5, acadia14projects_145l, 4dfd, f374, 6256, a433, 5f43, 45cd, e39a, 94b4, 2ba3, e4bd, dc06, 0887, ecaade2015_101f20, d8ec, f1ac, 0355, 208c, 0be4, a0c8, acadia15_407z17, 359f, 77c5, 4bc3, sigradi2014_074j6, adef, sigradi2014_037z2, caadria2016_673a29, 7ed4, 0563, bbc2, 6162, 288f, 7696, ecaade2016_120b33, b242, da9f, bf54, 35eb, caae, ecaade2014_153l37, acadia14_339al, d350, 0d6d, 7db4, ecaade2016_075y21, 03c9, 582b, 7d58, 6653, bf8d, 65dc, 78de, 6ab8, 8d22, ccba, ijac201412307i3, 6139, d690, ccb0, 280e, ascaad2016_028j11, d4c5, 5807, ecaade2013r_007a5, 5f3b, a549, fbfa, f881, cb72, ijac201513105f4, caa2, 7c3b, ascaad2014_036g2, f86e, d9df, feb0, 028a, 43d3, fe8a, 04aa, f582, b986, 2761, 3f42, a8bf, 20ec, f790, 38ab, ecaade2016_234w62, 2c22, 2c02, 5909, acadia14projects_409o, 1fbc, 5dd7, acadia14projects_719p, 51a8, d298, 8199, sigradi2016_448x, fbc0, dff0, 1e77, 7e49, acadia16_174f12, 88e8, 28e4, 28c2, acadia14projects_153f, 5963, e1f8, sigradi2013_222k, 81be, ecaade2014_176y43, e7c5, 8f14, 67fd, e3d9, eb9b, 1962, 5138, 1279, f8e7, c12c, 97b2, 4c35, ecaade2016_164n46, ecaade2016_tkoe67, acadia14projects_619ac, 8878, 286e, ascaad2014_010j5, dfec, 3607, 2467, 718f, 85c2, ec1c, 8a66, 239d, 0ea3, 68a5, b549, 527e, 0c00, fb08, 9d2b, ecaade2015_230o52, ac00, ecaade2016_013k3, caadria2015_213c33, 3171, d8f9, adeb, 2485, 30ee, caadria2016_467s19, 0789, 3144, ascaad2014_024f5, c59c, dab0, d746, 52b7, d8ff, 520e, f553, 7dbe, c3fd, f02c, 9537, sigradi2013_271, c71a, 35e3, fcea, ecaade2015_82z15, dffb, a98d, 3fe4, acadia15_323z12, d0d8, ecaade2015_230b52, 3c23, 2d6f, 0893, 8fa8, 284c, f39c, 9089, c215, 167b, d039, df7e, ijac201614405g3, acadia15_417b18, c687, 42d0, 6083, 9c32, 8558, 6d65, 017b, acadia14_601ai, aac4, caadria2016_425c18, 6d63, 7018, sigradi2013_275a, 56b6, 0f94, 961f, 0747, 5d5c, ed4d, 0f2e, caadria2017_104y27, 6fb3, acadia15_47i1, sigradi2016_615aa, caadria2017_004k2, sigradi2016_732g, 75fe, 9c65, edd2, 6716, ecaade2013r_003x2, ecaade2016_147z40, e319, 6b85, ecaade2014_156h38, 1e86, 48cf, 7fe8, 3f52, ecaade2014_240t62, ce80, 0e2d, 8134, ae05, bfe7, 3fa4, ecaade2014_012s2, 92f7, 40d6, 9d76, 9902, 8456, sigradi2015_6.42s7, e0f7, 8e5f, b6d8, caadria2015_108s16, 63b1, 2dc7, 0fbe, ecaade2015_38n7, e5e3, 2a84, 8f26, 3dcc, sigradi2014_345t9, ecaade2015_55l10, 22e1, 9be3, 4dc4, af27, b544, b08d, bdcf, 83b2, ac1c, 2993, f751, sigradi2013_337, acf7, 9482, 5fa1, 1e29, 2cd8, fd06, 6140, 2b7d, ijac201614403t2, 3c38, 3e26, 5fb0, 1383, 185f, 0df9, 46c0, 6c65, ecaade2016_168f48, ecaade2014_105x23, 32a7, b800, 6c4e, 11a4, 3371, 156c, 6726, f18a, 2e85, d0ac, d672, 346a, 6415, 3874, a774, d252, 129b, e216, e19c, 03a3, 5e67, a88e, f9a0, f638, ecaade2016_223i59, ec9f, 7700, ab08, 0686, 915d, e2c9, 8f9a, 1749, 6488, ced0, ecaade2016_167t47, 5b9a, 1330, 80b7, 27a8, c102, fcd6, ecaade2014_029w7, c022, 15a7, e62e, d8b6, sigradi2014_329v6, eb83, sigradi2015_8.186x12, 4f50, ed1a, acadia16_224d15, 7ea0, ecaade2014_052t12, c1a4, e928, 64ce, sigradi2016_752qq, acadia14_177ae, 4db3, cd7b, e996, ijac201513202n6, 7ca0, b6e8, 7723, 4e25, b687, 60e3, 4e71, f517, f4fd, 2695, 3b17, 160b, 0d38, f9fa, sigradi2016_685oo, 7dfe, ecaade2014_123h28, e4f5, da04, 613a, ab43, acadia14_479av, dc64, 819e, 9b66, 7d7c, 1ffc, daab, 9d50, 7ad7, sigradi2016_625zz, 33cc, 3d27, a171, b703, a636, b72f, 6535, e029, 46b6, sigradi2015_10.307h21, 0f3a, 9505, ascaad2016_033w12, 866c, ecaade2016_071j19, 0855, 52df, bf5e, 09db, caadria2017_033s11, fc36, 1e5e, e5b2, 1efb, b00f, caadria2015_218t33, bad1, fa80, e766, 738a, cc32, 8b08, f4c0, 0dcc, bf91, 4c1d, fb93, 38ee, ijac201412402z4, 6813, dfab, 27f4, 8e5e, e48c, da4b, acadia14_671k, 6521, f059, ecaade2014_057m14, 7d01, 6bcd, acadia14projects_619w, 8fc5, f591, acadia14_609ai, 8cf6, 0f13, ecaade2015_332t71, 8caf, 383d, ecaade2014_010t1, d913, f5bb, 2d7f, 0485, 0287, ecaade2015_269m59, 8f7c, 40df, f398, 4eab, 82b2, d2e9, 0fcc, 0e84, 590b, 3cb9, 8333, 997a, b3f8, b883, 4b2d, c478, 071c, b834, 1818, b4f3, 2a07, sigradi2013_117, 1bde, 3aa6, 8f23, 0c1a, 5c9d, 0342, 8863, da24, eef1, 2e0e, caadria2016_487v20, caadria2015_156h24, 1628, e0ea, 3b41, ecaade2014_162v39, acadia14projects_281aa, cf35, caadria2016_651y27, ecaade2014_130y28, 8d44, 5ce0, 1197, 043a, c65f, c91c, ascaad2014_003o1, 159b, ecaade2015_138e29, a5db, ecaade2015_317a69, ecaade2015_13m1, 1054, 2c76, 8cb8, b316, 0ef0, c1fd, ecaade2015_284y61, 70d7, 896a, ecaade2015_230i52, 4fa9, d51b, 2d44, sigradi2016_561gg, a4ab, sigradi2014_151k3, ecaade2014_018b5, 6bf3, e174, 1dc2, 1ed7, 30a5, fdf7, 855b, ee26, cf28, 51b3, ecaade2016_063k15, 3809, a121, ecaade2015_199d43, ac84, a826, ascaad2016_041p16, 7313, dd5d, ecaade2015_265u58, bb32, 89c8, d6a6, 7040, d64a, 49f5, ecaade2016_065a16, ffe1, sigradi2016_695y, b8ce, 8c7e, 66fd, 991c, eff2, 9ada, 7b96, 719c, 81f6, de20, ecaade2016_203e53, 039c, eb56, 0471, 74e1, acadia16_224m14, cc24, acadia14projects_135n, 9ab2, d602, 1009, 0ed0, f69f, 2e8b, 3f1f, 9e0c, ijac201513105o4, f6ee, 84d9, be83, ecaade2015_241t55, 7798, 0dcd, 27ae, 598b, e49f, 69da, 35de, c768, 2ddb, 616f, d556, 9337, 26d9, b64e, 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