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 caadria2011_053
authors Jalalian, Arash; Stephan K. Chalup and Michael J. Ostwald
year 2011
title Agent-agent interaction as a component of agent-environment interaction in the modelling and analysis of pedestrian visual behaviour
source Proceedings of the 16th International Conference on Computer Aided Architectural Design Research in Asia / The University of Newcastle, Australia 27-29 April 2011, pp. 555-564
summary This multidisciplinary project involves concepts from architectural design, statistical learning, machine vision, and human ecology. The focus is on analysing how pedestrians’ dynamic behaviour in space is influenced by the environmental design of different architectural scenarios. This paper presents a multi-agent pedestrian simulation and analysis system that supports agent-to-agent interactions, different spatial desires, and interpersonal distance. The system simulates and analyses pedestrian spatial behaviour with combined focus on movement trajectories, walking speed, and the visual gaze vector. The analysis component relies on learning a statistical model characterising normal/abnormal behaviour, based on sample observations of regular pedestrian movements without/with the impacts of significant visual attractions in the environment. Using the example of Wheeler Place in Newcastle (Australia) our pilot experiments demonstrate how pedestrian behaviour characteristics can depend on selected features in the visual environment. The presented system will allow architects and urban designers to obtain better assessment of planned urban spaces and streetscape characteristics and their impacts on pedestrian behaviour.
keywords Agent interaction; pedestrian behaviour; analysis
series CAADRIA
email arash.jalalian@uon.edu.au
full text file.pdf (829,322 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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acadia16_394k24, c4ae, ijac201513206r9, fe9f, 1e53, 42d1, 0413, ae1e, aa9e, 3b43, d189, 67fb, 1fa9, 827f, ascaad2014_030x8, ijac201513102d2, 0fc0, caadria2015_226p34, a51f, f20c, 5e07, 13ab, 67bc, a153, d785, e512, sigradi2016_814h, f25e, ec4f, 2217, caadria2015_213x32, ce9f, caadria2016_851x35, d816, ecaade2015_48a8, c637, 0de5, 3883, ecaade2016_225m60, ecaade2015_279x60, e259, 0acf, ecaade2014_198t51, ecaade2013r_001e1, 6827, 5acd, acadia15_195e8, 3f7f, 3db9, c470, 90c4, d642, 7db1, sigradi2015_8.186p12, 2bd5, aa58, ce6e, 608a, 7720, sigradi2013_342t, sigradi2014_178h5, e1b9, 3c73, 43b2, ecaade2015_233y52, 86e4, ba8a, c06c, 1b12, 6626, 25a0, 7ac9, 7be8, 67a2, 958c, 0117, sigradi2014_345n8, 8d49, sigradi2014_085f8, acadia15_185e7, sigradi2016_507vv, e86c, 0419, 302d, 140b, 62f0, db5a, dbbc, 451c, a438, b06a, cf6f, e7a9, e79f, 99a7, 65f1, 09a6, 1edf, acadia16_214y13, ecaade2014_071x16, ecaade2014_141g32, 8ebb, a681, 3015, 13e8, ijac201614208f13, d7b8, f3e4, caadria2015_213y32, 8496, 8b6f, sigradi2015_8.186m12, ca0c, 7be7, f06a, 5fb5, 4b8c, 31e9, 35ae, 0cb8, acadia15_417g18, fd56, 802a, 711a, 5fea, a93b, f8e1, 074f, 87f7, bf5f, ad7a, acadia16_98p7, a3c8, 8ae3, 5c1a, 8417, 46e6, 610e, ecaade2016_164l46, f5e3, 78b3, ecaade2015_285z62, 5db2, 54a1, b7c5, a191, 7b46, e831, sigradi2013_327v, f53a, 10e6, ascaad2016_003d2, 66e9, 292b, 1a58, e312, ecaade2016_023s6, b65d, 0cb5, a021, 32eb, ad4c, 0fa7, 188f, c69b, 8753, c10b, ijac201513202l6, d083, f2a1, ea43, ede7, 8e7b, ijac201412201h1, 7dd3, b497, ecaade2014_184p46, d6c2, 6c2b, 7d12, ecaade2016_045g12, acadia14projects_627g, 9e22, 8d6f, f149, ecaade2015_195p41, f32b, 8fd7, dd5b, 6f5a, c282, 4524, fe8c, 12c0, 5f29, 97a7, a61d, caadria2017_074j23, 0fde, 8bf6, 44e4, a8b3, 876d, 17ca, ecaade2016_175l49, 7648, a58a, 6f34, 5bbd, f444, 826d, d48a, 3e04, 98f9, 20ed, 5740, a0d2, 78a3, 351c, d061, fc9d, 6a43, acadia14_539d, 0811, ascaad2014_016d9, 8d2b, acadia14_237as, 86ce, 2986, 16b4, 1361, 5d9c, caadria2015_162y24, ecaade2014_072z17, b2bf, b508, 7424, 2372, f920, 233b, 8a9d, 2cd1, ecaade2014_186g47, 4c44, caadria2016_777y32, aa77, e511, ascaad2016_018m7, c506, ec6b, a2d0, 6cda, cc08, fc1f, ecaade2015_92o18, 11e2, 1da4, d89f, 77e4, ecaade2016_132i37, d4d4, sigradi2015_8.47o11, 7deb, 5233, caadria2015_023v3, aa17, 6e27, 39d5, 21e5, 09f0, 882d, 840b, 7922, 6ecf, 540b, ijac201412404f8, 489c, f2e3, 1cf6, 8ad3, ba21, 184d, cf05, e1a8, a731, dfc2, a7bb, f5fd, 6abb, c542, be52, 21b2, 3204, ijac201513202n6, 6c06, 155f, 07d2, 550a, 7ddd, 91a0, 890f, sigradi2014_080p7, ecaade2015_158w33, bc38, df07, b13b, 6fb8, 9ddf, 01ee, 1bc3, 3f81, f025, f5e9, acadia14_33an, c46c, caadria2015_208d31, 7352, 7d1a, f583, 3ce3, b36a, ecaade2014_113a27, d8f0, ijac201412304u9, 53d3, 8c51, dfa6, 6b42, sigradi2016_654ww, 8396, aa61, 767e, 6a7d, 8e04, fe37, cb03, ecaade2015_155x32, acadia14projects_219c, 41df, ecd4, c0d8, 58a1, f32a, 9f45, 00aa, 02c4, 2ad7, d6bf, bd14, ecaade2014_168b41, e3cf, sigradi2015_10.307h21, f0e0, 85ff, c7a3, 1c3f, 4a46, 4391, acadia14_357ax, 381b, acadia16_372a23, 8cb4, ae15, 0ce3, 7f61, 996d, caadria2016_517h22, bd88, 8608, 602d, 508f, 7146, 288e, 95b0, 55ca, e6ac, acadia14_63av, ecaade2015_241n55, ascaad2016_009n4, 3fb0, 4bcd, 8e9f, c3fb, caadria2017_124u33, 5579, e30f, caadria2017_021e8, 8264, b057, ascaad2016_045v18, 55cf, 57c6, cc4d, 9863, edae, f24e, 068f, ecaade2016_165t46, 5cd0, ijac201513205j8, 8a41, dd9e, acadia14_23az, e90d, acadia14projects_549v, 4e15, a006, b652, f1ac, b6a1, 2daf, 02cf, d9c2, ecaade2016_223j59, caadria2015_049y5, a464, acadia16_34w2, 8993, 8d45, ba6d, d576, 69a3, 92fc, caadria2017_123j32, ac5c, 4814, 460e, aed2, sigradi2016_781c, f0d8, f0c1, 23ad, ad5d, 85e0, 2ccf, ecaade2015_53p9, f0d6, cc1a, caadria2015_014l2, 256b, caadria2016_281e12, 4a22, ecaade2015_246y55, ecaade2014_122w27, ecaade2016_mrtf66, 9e77, bdf5, 5d8f, 3110, 91c7, ecaade2016_151k41, 6a67, 93a8, e012, b625, 789a, acadia14projects_317s, caadria2017_129c35, 3ceb, 8b67, b123, acadia16_344m20, 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dafd, 9183, 19a9, dacb, 7f4c, 36df, 55c4, 0103, aa0d, sigradi2016_490ff, caed, 994b, 9e42, 2c55, acadia14_125w, 3b00, 9f44, 2a18, d6cc, 2140, 5a65, 94af, caadria2017_057v19, 3c30, 5d0e, 56be, ecaade2015_22y4, acadia14_445ak, d539, 8bdb, b326, 7889, 31bf, 6515, de9b, b1c6, f9b1, 9ecf, 7524, 5933, sigradi2016_690g, sigradi2015_10.377s22, 9042, a24d, a214, ecaade2015_207h46, ecaade2014_120h27, 2709, 1ed8, 774d, 88b7, 7ffc, ef46, 05f8, f18a, c448, 352b, 17dd, ecaade2016_154o42, ecaade2016_068k18, 0dbd, 3fc6, 4279, 59b2, eda8, c906, a42f, f8a7, e05c, e062, 7b77, 0296, caadria2017_067o21, 9de8, 3285, fc1d, 58d2, cb9b, fb5e, c383, ecaade2014_066i15, 1931, 50eb, 4e6e, caadria2016_187d9, f859, 4542, 945b, 64ca, 4258, 749c, 1c69, 0f61, 7cef, 7340, sigradi2014_152s3, a941, acadia14projects_145ab, 66d1, caadria2017_085d25, adb3, 4a75, sigradi2014_305j5, 2db3, b3e7, ecaade2015_297w64, sigradi2015_12.215p27, 471b, 2798, 7022, 0928, adfe, 0ce5, 6b22, 1d1f, 346d, caadria2017_051g17, 4c98, 32fd, 432b, 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164d, 561f, 3b9b, 766c, 9765, 61d8, d106, f73f, face, 980f, 389e, db5e, 0f0e, 8548, acadia14_145o, 89f1, 61a2, 71bd, c02a, 83fb, 33c8, caadria2015_061k7, 72f1, 0773, 5fde, 9a7e, 8bde, 83e3, 3dfb, bd05, f3f0, e864, 611f, e607, 567e, 9f85, a991, ecaade2015_317b69, 8b7c, 7dff, caadria2017_003e2, 8a40, ecaade2016_073i21, acadia14projects_555f, a0d3, acadia14_601ab, 4b2a, 4b4c, 96cb, sigradi2013_28p, eb30, acadia15_343p14, 9d8a, 15c4, 1b0e, 61ec, sigradi2014_176c5, 784d, 9eae, 4f03, caadria2015_150e24, ca23, caadria2015_122o19, ca5b, 944c, 41d2, 406e, sigradi2015_sp_2.112d29, a56f, 98cb, 9122, 3d86, f841, ce90, 1ab0, 0ca4, 0e31, ca7b, 87c9, caadria2016_271u11, sigradi2015_10.267o20, 70f5, 693d, f960, 0c9f, ascaad2014_003p1, 731a, ijac201412305m2, 7793, acadia14projects_153ap, 4796, d5da, ascaad2014_007x3, 0e18, 628f, f139, caadria2015_081f12, ade1, 0126, 5d2c, 9627, sigradi2013_117o, 8134, 5f55, 5183, 76ca, e48e, 0059, eac9, 0459, 04fd, 78cc, 5365, 483b, 3bf4, acadia14projects_681at, 876b, 8b4a, 12a3, acadia14_463h, de14, 7a36, sigradi2016_360p, e901, sigradi2015_6.151d8, 9444, 6f3f, 353e, caadria2015_099t15, 46d7, 9f13, c407, 46ba, 7c7f, dd53, e6df, 1a4b, caadria2017_118h31, d2bc, ba1c, 5a99, ab89, 9db3, bca0, 1bf3, d569, 56e7, e4de, acadia16_184p12, be3e, ecaade2016_166g47, 8319, 0433, ecaade2016_237e63, 333a, 9a34, 406d, ea14, sigradi2014_136e2, 30ff, 1813, bb53, 7351, 3014, ecaade2016_091k25, acadia14projects_479s, 12b2, sigradi2016_778pp, b70a, a007, 6da9, 7ef8, 4f86, c344, sigradi2016_595kk, 6d8d, 4160, 7dfc, b29a, 94ae, cac1, 962b, 244f, 65be, 2876, b615, d4de, caadria2016_187f9, af1c, 3f3f, f648, ecaade2013r_010p6, e954, 2e38, e6c3, ca72, ijac201614305w2, 9b74, ascaad2014_014j8, 3e09, 54d1, bb00, ecaade2014_168y41, 8381, caadria2017_081t24, 4565, ecaade2016_154r42, ijac201614201w5, sigradi2013_414, 059f, 50bf, 848c, a3cc, 5f8d, 76ce, 94e1, sigradi2013_267v, d185, acadia14projects_311x, fc7e, caadria2017_029p10, ecaade2015_301s65, 817f, fa91, 38d8, f262, 2ed1, 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caadria2017_067g21, f404, 016a, 8891, 0480, 46bc, acadia14_479p, 28ec, 7e70, e075, a02c, 0e1f, 0213, 19d8, 5d7f, ijac201614208v13, ijac201513203g7, 6391, ecaade2015_250h57, ecaade2015_333e72, ijac201614302h1, ascaad2014_036c2, 8fb1, 7434, 44c7, f7a3, 9447, b791, ac8f, af5b, eb7d, 8331, 1ce7, 700b, sigradi2013_393m, ebfb, ijac201513305s12, a351, 91c6, f762, fe81, cb83, 5ecb, 4784, acbe, 0b22, bc33, sigradi2015_8.81u11, 9207, ecaade2015_59m11, b711, bc1a, b42c, bb63, 6fea, 7090, 24c0, ca28, f152, c996, acadia14_681ak, 27b0, 7c10, 2eb1, 5075, caadria2016_517x21, 657b, 2a30, aa28, a393, f6e9, cd24, 0c60, 134b, e1fa, ecaade2016_191h51, a492, ecaade2016_071t19, f328, d5ed, c232, 957e, caadria2017_009m4, 7796, fb7e, 93fb, de34, b39f, 1c3d, 0c18, 220e, sigradi2014_018m1, d148, e51d, ecaade2014_153u36, 4bc9, 4519, c8e2, 2114, 875a, ijac201614203b9, 6c07, ecaade2014_240s62, 3b44, 9850, sigradi2014_074z6, ecaade2013r_013a8, 8cd7, f21b, 57a8, c87b, 3f40, 1df9, b5c9, 9dae, f616, da9b, ba6e, 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55f3, 4189, 37e5, 9e67, b8ae, fa47, f952, 89d5, 0821, ecaade2016_045m12, 8f98, ecaade2015_18a3, 3185, 69bc, sigradi2016_637cc, 5471, ecaade2013r_007g5, acadia14_507ae, bab3, 2a34, abe4, 3ffd, d53f, 4c94, ac3e, e2c2, 30b6, 49da, f8ce, ed85, 8038, 94d6, 05b0, sigradi2013_117u, b17e, 1d4c, bb1b, 20b9, dc02, acadia15_123j4, a48d, fc3a, 61af, 2ec7, 0492, ecaade2016_162n44, 8a96, 7b6f, ecaade2016_230o62, 31dc, 3c82, ff30, ecaade2014_184i46, 2c02, 6877, caadria2017_124p33, acadia14_661p, 7e3f, 8a12, ecaade2016_047f13, acadia14projects_479av, d18d, dd13, 196b, e24a, fd08, b027, 805e, 76fd, 8602, 43fc, 1f2d, f3fe, 59a7, 7d04, 3479, 445e, f8f3, 9fa6, 8fd5, 38fc, 3503, 84f7, ijac201614308k5, 4fd3, ascaad2014_032m9, a1c8, b1b5, ecaade2016_191x50, 8f94, 7eac, 7ed2, 00de, 453f, 73c8, 427c, 309f, 3d41, 74b0, 96cc, caadria2015_208t30, fe58, 02ba, 5683, 1c24, a503, 6229, ecaade2015_169b35, 6cdc, 066f, 3b85, fa08, ecaade2014_194f50, 8bee, acadia15_417a18, 31ef, 635d, 2893, 658b, eae2, 2261, a31d, 6735, 8db2, 1ba8, 6d22, 9607, c764, 890a, e072, sigradi2013_117h, 8e68, 4427, ea77, 6c27, 4cbe, 6ab5, 8b29, 655f, 1ebf, a983, e43d, bea7, 302f, 1bf6, 54f6, 0e39, 1e54, caadria2015_032v4, sigradi2015_sp_8.6h30, 7c07, 4b53, 434b, a2a5, 4826, 44a9, sigradi2013_407a, acadia16_488a29, a207, 9fe6, a7ad, 2ba6, 225d, ffc0, acadia14_117ay, fda5, 5080, 3b6f, 54f4, caadria2016_343m15, 3abf, acadia14projects_317u, 6ec0, sigradi2014_345m8, bd2b, sigradi2015_8.186r12, 1d46, e791, bb9b, ecaade2015_227d50, ea42, 7fa9, e0fd, 9d75, ijac201513203b7, ae46, ce17, fd4c, aab0, d8d8, 1abf, c322, 116f, fb48, caadria2015_170z25, ecaade2016_185d50, 714e, d308, e03c, 4d5e, 245e, 0351, bad0, 499f, sigradi2016_694k, caadria2017_165t41, 0aa5, b00f, acadia16_24o2, e6d9, b1e5, ecaade2014_052a13, 2312, 65f5, sigradi2014_345m9, 529d, 6cd5, 90b1, caadria2015_213k33, a03e, 42fd, 75bf, acadia16_318j19, 12e5, f533, 17bf, 2f8b, 3275, 3415, 36ba, a8db, 277d, 2df0, f83b, ijac201614105v5, 3a3e, fa30, 7f1e, sigradi2014_239f9, ascaad2016_043l17, 7ba5, cadf, fd52, ecaade2016_215x54, bfa2, 9db9, 96de, 1bde, sigradi2013_386k, 7466, acadia15_251j10, 6057, 7964, d2b7, e337, 8f2a, a922, 3c06, 5f86, 9784, b1a4, 1957, e001, e62f, 4472, sigradi2016_815q, 0e84, 43a8, ecaade2014_204a53, 947b, 0eb7, acadia15_357v15, e615, 2821, d82e, 52f2, caadria2016_363d16, b413, 23b8, ijac201513302c10, a1d4, 7b62, 1598, 2aad, d6d0, dc90, ecaade2014_194b50, 5e05, a246, e1d8, e896, 2177, caadria2016_651y27, 0f92, b9d5, a29c, e9a7, f3b8, c888, ed8a, 73a3, 1a5e, sigradi2015_6.183n8, edcb, 0019, e623, 4d3e, ecaade2015_37e7, 79c9, 41d3, c51e, f526, 936f, 2caa, 1227, ae6c, 42dd, ecaade2015_129o25, 0842, 8c8a, 24dc, ijac201614307z4, faaa, acadia16_206k13, 2429, 1cc9, 116e, 1258, 9ab9, ecaade2015_53y9, ecaade2015_92m18, 24b4, c188, 91db, 06d4, 9b3f, 9430, cb1e, 34c1, 0cde, 41ae, 530f, af55, b4c1, a994, a966, 5a48, 5a87, 2534, 3f06, 2ba2, 9602, f785, ijac201614204o9, 9c15, e587, ccde, 604c, ascaad2014_029f8, ascaad2016_040w15, ascaad2014_024l5, 5aac, ijac201412205r4, daf6, 096f, e793, 6c4b, acadia15_407v17, 818d, 21de, fbee, 3fbf, 10f8, 6f1a, bb42, ecaade2015_250d57, ecaade2014_149l35, 8951, 215d, ecaade2015_314e68, c909, 40be, 846f, ecaade2015_265t58, 2e05, caadria2016_641v27, 3203, 5d11, ecaade2014_111o25, 3592, 2db6, 670a, a85f, 957a, 600b, b1e3, ecaade2014_157t38, ecaade2016_042u11, c389, f4d5, ef20, a410, 488e, 2752, def5, 5c9c, 77d3, cedf, ecaade2016_139e39, sigradi2014_164m4, 2aa6, 8492, ab2c, f5a9, 5496, caadria2016_135c6, 744a, 1376, 5526, 1b92, ecaade2016_096r26, 8877, e068, c38c, 200b, e0da, caadria2016_405j17, b806, eabc, 4441, 33ac, ijac201614407o4, deaf, 1a32, cfab, 55b0, ba45, 72f3, aa21, ecaade2015_298i65, ff8f, d66f, acadia16_124d9, 97c7, c90d, 7ada, 661b, dcc3, 2eaa, f212, ef45, ecaade2015_18d3, ab57, ecaade2014_050b12, acadia15_513t22, 8454, 9bd9, ecaade2015_127u24, 4ef5, 3726, 8a88, ad9e, 0f6b, caadria2015_060y6, 49ea, 9c4f, 3aa2, a716, 38ea, ac4d, f70b, 3266, 0385, c968, acadia14projects_619ao, sigradi2016_592t, d70b, ecaade2016_111l30, 9e3a, beb6, dda5, fd5c, fb85, fcc6, ecaade2016_011x2, 825b, c812, 5c15, ecaade2014_014c3, 7a0d, cd54, 67a1, 6407, 8b55, ecaade2016_168i48, a1cb, d6d2, 221b, 8e65, ecaade2016_130s36, b990, 8681, d527, ecaade2016_055i14, a4fb, 2a22, 94c3, c5a0, ca9d, d3c3, 4375, acadia16_72a5, 3bf9, 2ebb, e8cb, dcc9, f6d9, fd21, 1bee, 5361, 70fc, sigradi2013_285e, 7b21, d577, 5433, cfd2, 8b8e, a2cf, 365e, ijac201513206o9, dc88, ascaad2014_017y9, ecaade2016_078b23, 4059, 47ca, 7eb2, 20f1, ijac201614102z1, 2bf6, c087, 3cfe, 83e0, 47dd, 820f, acadia14_619x, 9583, acadia14_507ad, d548, ecaade2014_044d11, a8d7, 3071, 638d, c467, caadria2016_641p27, 542e, ecaade2014_195t50, f17b, ecaade2014_089w21, 6cb0, 8c3b, ijac201412204o2, caadria2016_559a24, acadia16_106l8, ecaade2016_tkog67, 6a23, 2c82, 5180, 444d, 2c83, 9b7a, sigradi2014_213a8, 9c92, 6d84, 79b7, ecaade2015_221u48, ascaad2016_009o4, ecaade2015_152b32, caadria2015_067g8, aba2, d988, ecaade2014_163z39, 9caa, ijac201412408e3, 0add, 5f89, ecaade2014_084n19, df6b, d4cc, 4c20, 6417, ascaad2016_021h8, ascaad2016_042v16, ecaade2016_119a33, acadia14_101y, 1488, 9b05, ascaad2014_033f1, 59a5, f1eb, ascaad2016_028w10, b2de, ijac201614201g7, ef21, c9bf, a165, 0989, 03bf, ff2b, 9682, sigradi2013_30h, 4163, 361e, 23d5, acadia14_153b, d42d, 6aee, ascaad2016_020x7, 7354, 61cd, cc56, caadria2015_090c15, ecaade2016_239b64, caadria2017_074h23, 611d, ijac201412301v6, 304c, bb5d, bf22, e61b, acadia15_407h17, 1a69, 6b9d, eaee, af27, 3b8d, 4d1f, ascaad2014_010m5, 5f30, c655, 47c9, ijac201412204b3, 665e, 1190, d798, 339c, ascaad2016_057u22, 3fd4, e1b2, c649, 2263, 8267, 6e8d, dbba, a324, 3b8a, 9d82, c5e9, 55bd, ijac201412302p7, 71ee, dd61, b9ad, 5639, 7f0f, a46c, caadria2017_030e11, bec0, ecaade2016_224y59, 46cc, 2afc, ca7e, 7eae, 02a5, c2b9, 1242, 97a5, ecaade2014_078s18, 5344, caadria2015_016k3, acadia15_343h14, 4b1f, ecaade2014_195z50, 50e6, b991, 5b39, f1e8, 94d7, 321a, e3ee, 811b, f5c0, 322f, d1a0, a19b, 457d, 06d0, sigradi2013_294u, caadria2015_016r3, e21b, 7a48, 6089, 5731, 9716, 494c, 31ed, acadia16_206m13, sigradi2013_117p, edd7, ee53, sigradi2015_1.288c1, de20, ecaade2013r_018y9, fd8c, 2939, 8352, 0db2, c1f5, a21e, e005, f96b, 3151, 07f6, 6da0, acadia14_399ai, 7c5f, sigradi2015_8.81r11, 7b0a, a046, 6bb8, 6281, 55fe, 98f3, acadia15_137p5, f7a9, af4b, 3385, b584, 1d8b, 085c, 64ba, cfcb, acadia14projects_23ae, sigradi2014_152r3, f527, 6cf9, ba02, 9edc, da76, 008c, f8c5, 4f57, 8839, 615d, bbb8, c9b4, a0c3, c7c6, 1d15, acadia14_33aj, 11ed, ecaade2016_065g16, fc95, 5661, 6d77, caadria2016_003f1, 93e5, 6bfa, 48c0, 5264, 2f5f, ecaade2016_113d31, 83dc, 7ff3, 1020, 0b75, 097e, sigradi2014_181t5, 950e, 089b, b9e3, 666e, af58, 168f, caadria2016_713a31, ascaad2014_024c6, b7bf, 49d0, 4741, acadia16_98b7, f746, 1859, c5f3, f134, 358c, 12ff, 5b0d, ca0e, bc74, 4705, 9690, ad18, 2c7f, e724, 3c9b, 343e, 3366, acadia14_619aa, 480f, acadia14projects_619z, 98e0, 0324, ecaade2016_161a44, 663d, acadia15_223l9, 1673, e5e5, 1f10, 76d9, d01f, ijac201412404i8, e213, ecaade2016_002c1, 95fe, d613, 63f5, 993b, a73f, 8a03, fb00, 20fb, 280d, 7daa, 3784, ec88, 0806, f29a, 6463, a23b, b347, 4e31, a22b, ijac201614201y6, 06ec, acadia14_627g, 67b3, sigradi2014_047i4, 68aa, ecaade2015_155s32, 659d, 376d, sigradi2016_375f, acadia14_247l, cbb9, 262d, 7353, d002, sigradi2013_386t, ecaade2014_204v52, ce2a, ab8b, 3f44, dff1, b363, ecaade2016_191a51, 664b, ijac201412408j1, 0e0c, 8767, 4e41, 13ff, sigradi2013_158u, b7b3, ecaade2016_120i33, 4ed3, 00af, dfa0, 0f39, 88bc, ecaade2015_227l50, 7900, 7760, bfc3, sigradi2014_276t2, e0ad, 67a8, 6cb1, ascaad2014_020u3, 2a6f, 58fd, ecaade2014_240r62, 925a, d560, sigradi2016_534uu, d1b2, 0100, f37e, ijac201614306b4, 0f6f, ec42, 28e4, 1679, 9f59, 156f, 8f83, acadia16_254b16, 693e, 6f06, fe9a, 6460, db9e, 32a1, a881, 5c8a, 3a01, sigradi2015_10.144x19, 045e, cb85, sigradi2015_11.392z26, 7a68, 0ae8, 3e66, 7571, 5e5c, 593d, 8130, 96fc, 3ecb, 29be, d83b, b49a, cabb, 238e, a547, 6f08, 8699, 11b5, d383, 351e, 9391, cee9, ecaade2014_153c37, ascaad2014_012l6, eb0f, 080b, 20b3, caadria2016_271y11, 2b8b, 97f0, 6261, ecaade2014_145m33, 4edf, caadria2017_041x12, 31b8, fa21, c01c, c0cd, sigradi2015_8.289g15, ascaad2016_028g11, 3d47, acadia14projects_53s, 38ef, ecaade2016_108r29, 947c, caadria2017_132p35, ade6, 94c8, e85c, 2932, 25d6, 30fa, 41cd, 90c6, 4e08, b87f, caadria2017_079e24, 14fc, 8f37, 55a2, sigradi2013_52e, 899c, sigradi2016_814xx, 47dc, acadia14_565ah, 4063, ijac201614102c3, 868a, 2d9f, cdf6, 0c3d, ecaade2015_13t1, d72a, 139e, c633, 1e19, 183c, acadia14projects_463f, 6a02, a5de, 472d, 0010, ijac201412302m7, 62e3, 0b12, 8320, d77d, 5e5f, dee2, 0e5c, 6516, 5720, f535, b1b7, 2805, c5d0, 7181, 6566, 0165, d2ca, a7c9, 1330, 76a1, 97d4, 8715, 98a1, ecaade2015_55d10, 92ee, 1821, 7061, 8863, caadria2016_611l26, ffe7, 13f3, a4c1, bd13, ijac201614307g4, b95a, 9a19, 6002, 73be, 0e94, 7f9e, ecaade2015_318m69, 3545, b94c, 8cb1, 0509, 263c, 3498, 5d81, 4ed7, 2380, 8d2f, ecaade2015_35s6, de5a, sigradi2014_239g9, 347f, c4bb, 8303, ijac201412305f2, sigradi2016_448y, 70b7, 0671, 4867, 7c9d, 258b, 96ad, 17d7, 0d31, ijac201513203a7, 987d, 0d48, f873, 1048, 249b, 21c8, 307e, db54, ecaade2014_138v30, 297d, e9b6, 3ca4, df4a, ea55, 30d0, 2223, 8435, sigradi2016_778oo, acadia14projects_671n, 9bad, 6514, 3d5e, e936, 936a, d5df, 9965, 7b38, ecaade2013r_004v3, 996f, ecaade2014_011h2, f488, acadia15_311g12, d343, 96ec, a87f, 798e, 9048, ffb4, 31b1, a998, 7b52, 6f01, ecaade2016_217t55, b170, de0e, d47d, caadria2017_101k27, caadria2015_016o3, caadria2017_132t35, ed90, sigradi2013_303t, 4eca, e319, 848a, 0f21, bb52, 8deb, 55ee, 5bbc, sigradi2015_12.259a28, caadria2015_137l22, sigradi2013_155g, c0cb, d3ef, ascaad2014_036h2, 338a, caadria2017_017m7, 6ca9, 1861, ad0a, 59bf, 81a5, 0f69, 3158, 7331, 6e5a, 2fb6, 7435, ca0d, 0fcc, 0d89, 83c6, ad21, 0e15, cef8, 52f9, 23ab, e271, 8b39, 41c7, 766d, d1b3, sigradi2016_490q, 28dd, 0a00, 9e9b, f795, 4b41, 952d, 2071, 1815, b186, acadia14_125s, ascaad2016_042a17, acadia15_371l16, ece4, c10d, a232, 16cc, 5699, 87f8, 4e96, 3d1c, 8fe6, acadia16_270y16, 417b, 528c, ecaade2014_192e49, ecaade2016_ws-foldingu68, 422b, 2353, 1ef4, 9dfd, 05f4, 37a8, 3b30, f6bc, 5cfb, 8042, ecaade2014_133w29, a1d0, ecaade2014_046o11, 1a84, 959c, 8c9d, 766b, ecaade2015_302k66, 8131, ijac201614308c5, c761, 4035, sigradi2013_234g, ijac201513102x1, 3dc6, f75e, 7a95, sigradi2016_801z, 9e39, 6dc6, fa7e, 777a, 46d5, 292f, 614d, 9b35, bc0b, acadia15_451d19, bc19, acadia14projects_237az, 76ef, 4115, a36e, 234f, 4f17, ascaad2014_007b4, 79f3, 0f83, d813, 62bb, 2551, ijac201412303h8, 559b, 4c5d, 47c0, 18b4, 36ee, a6e2, 1c6e, 80e9, 2b34, 034f, 31ec, 214f, 6ec3, ea86, 53b5, 4fb7, acadia14_619y, e14a, bb48, 5fe0, 9b82, 6835, sigradi2016_448ff, 2d29, c549, a856, 82ce, ad6e, 4beb, a381, acadia14_619ak, 723d, 41ba, 998a, 00bb, 47a4, b032, ecaade2016_224s59, 041f, caadria2016_353u15, 1f66, 6bf0, caadria2016_311c14, 700f, ecaade2016_130n36, fc32, ecfc, 2dec, 8acd, 1782, cb93, aae5, 77b0, acadia14_199ai, e9ae, f529, 98ef, 10ae, 3dcb, 799b, d7b9, 9e65, 98d2, 4239, d644, 4647, edc5, acadia16_478s27, ecaade2016_140w39, ee99, 6197, ecaade2016_mrty65, 47c4, 91dc, f25b, d95c, ecaade2014_044f11, 9f48, f8ff, 956f, 20b6, eead, a2a7, 23d0, 5771, 23f6, ae48, ecaade2015_318s69, ecaade2015_248s56, ecaade2015_74n14, 6c78, 6dbf, sigradi2014_213o7, ecaade2016_118b32, 59b1, bd8b, 18b9, 1251, cc90, 9131, 7f19, 1c0e, 7559, 9a8e, ea9a, 49f8, e193, 5ff1, 09e9, 0ad1, 2d73, 13d8, 8de5, 2691, f462, sigradi2015_12.107f27, caadria2016_167a7, caadria2016_415x17, 0193, ecaade2014_130z28, 1059, 4844, acadia15_203n8, ecaade2015_25k5, ijac201412304a1, 3efe, ascaad2016_045y18, ecaade2016_065x15, ecaade2016_006x1, sigradi2014_080l7, ascaad2016_058b23, 6713, 04b7, 4aad, 0675, 4512, 97df, ee4e, cc96, acadia16_244r15, 36d3, b3f7, 183b, b015, ecaade2015_230i52, sigradi2015_8.289c15, 9338, edf4, ab1a, 29bb, caadria2017_009x4, ca21, 0c08, a50e, 6c31, d7c5, 49e1, ijac201412204j3, sigradi2016_560v, 4142, f0e5, b18d, 7a5d, ascaad2014_009f5, a995, dcd1, 104d, 1131, acadia14projects_463ay, d6fb, 1278, c7fa, c0aa, 4ff3, e27d, 8cfc, ecaade2016_089c25, sigradi2014_047m4, ef40, a049, sigradi2013_41l, 82cb, 7c87, acadia15_195c8, 29d4, f9e2, ecaade2014_217h55, ecaade2016_084j24, ecaade2014_185v46, 6e71, 57eb, ecaade2014_180m45, 30c2, 4422, 8421, 6421, 25cd, ecff, 08f0, f14f, e239, fd6c, 8b96, 4f5b, 1069, sigradi2015_10.144v19, ec29, f831, 423d, 24f1, 351a, ascaad2014_014y7, sigradi2015_12.215m27, 2497, a278, ebbb, 4bc6, dc86, 28d6, f341, e843, 2c96, 9806, 3248, 8431, eb3c, 519e, 2586, 36a9, 67f4, f56b, 94ee, f3cf, sigradi2015_6.42t7, 3c47, a49f, aa24, 5b70, 7038, b938, 6bb7, 7dc4, 6618, ecaade2014_015m3, a7c6, ff16, 036c, 2e68, 9a0e, bf0d, ecaade2014_230r59, acadia16_450n26, 613f, acadia14_609ao, 605c, ijac201412406k9, db25, dacf, efea, ecd8, 1bb2, 0710, 6625, acadia14_647as, ba00, acadia14_579c, fa76, fc89, 5c96, 8503, 3265, 18c7, b466, c0e2, 6902, d9a2, a64e, 5d05, 0a22, d187, 7668, 064c, 89b7, a3d0, ecaade2015_333y71, 9b69, 4cac, 1577, 3d8f, 3c28, ijac201614407r4, 93f6, 0501, acadia14_539g, acadia15_57r1, 2af0, 749f, 32b8, acadia14_101z, c21b, 0dd9, 4439, ecaade2016_094s25, 23a5, 3e19, 6152, acadia14_549t, 713e, 9d10, d18a, sigradi2016_777kk, cf6d, 5388, 236e, caa8, 294d, ba98, 0a0b, 8897, 86d9, d363, df7f, 2179, d414, 6692, fa9f, 5ab5, 29b6, 92da, a865, caadria2015_156l24, b888, 6b75, ecaade2014_186y47, cd9e, 3dee, 9f15, acadia15_251m10, ecaade2015_280d61, ijac201614206u10, 0bfa, 42d6, ascaad2016_007n3, e492, 7a88, 080e, 8a9e, dead, ascaad2014_024f6, 7623, 1808, ab98, ecaade2015_22n4, dfb6, 10bb, sigradi2014_049l5, 2d49, 1557, fa9d, 9568, 4951, 3ee4, 9d64, b6ca, ecaade2014_044z10, c14e, 0ad4, 574d, sigradi2014_128c1, adca, e340, 96c4, 4313, 30bc, 358f, 2bc5, 1b9f, 491d, ijac201513206e9, 2e50, 56d3, 7168, 4e66, b3bd, ecaade2016_021v5, a63b, 42ca, d6e6, 6211, b4e5, 56b5, ijac201614405o3, 382a, 2d97, sigradi2015_12.297e28, be66, e004, cd52, 3172, 8f68, ad75, 3115, 1625, acadia16_254a16, 834c, 81fc, 0eb9, 8512, f05e, 865b, ad48, ijac201614207i11, e1b4, 15dc, 2cd3, caadria2017_070n22, 83a3, 30e4, e554, 19bc, 08ce, 906d, 9364, 02e5, df08, 85be, 8c16, b4c3, a76f, 9d8f, 68a6, f224, 0fa8, ab7c, 2a2e, caadria2015_246b36, eda4, 0629, 4a81, cbc6, sigradi2014_247j9, f896, 7467, da2a, 7a9f, 1a36, ecaade2016_217x55, ac52, b243, 61e4, 68e8, a9ef, 1a3a, 8b8f, 0c1a, 613c, aa5a, caadria2015_208l31, 066a, acadia14_101ap, f59a, fc07, be11, 4caf, 5773, a685, sigradi2014_123r9, 8f8c, 63fd, 8c3a, ecaade2015_229g51, 4eeb, fdb5, 9c70, 62f5, caadria2015_114a18, 249f, ecaade2014_215f55, 47d1, ba71, 5bf9, 411e, 50f1, 1d7f, ascaad2016_007o3, acadia14_619at, 1e28, c30a, 5694, d9ed, d86f, 7260, 0818, e52a, ff94, 2129, 806e, 2a81, c8a1, ea3a, ae40, b248, c45b, f7e4, d3ac, feff, 2019, f884, c51a, b399, 24a0, 482b, ecaade2015_77b15, 19b7, ecaade2016_018e5, bb03, 139a, ac1d, 0c28, 7ccc, 31d0, 7cbe, 98c3, 2ede, 7aad, caadria2016_549j23, 6ffc, 641f, ijac201412408i1, 39e1, 5f3e, acadia16_184n12, 2ff5, f253, 3cc6, ecaade2015_87u17, ecaade2015_138b27, 56c7, cb46, 1383, 8f44, 9e6f, f2d6, d7bb, 52f0, 0bd9, a399, 866f, c392, ecaade2013r_011e7, 3283, 3ec2, f277, 628e, 4e4c, sigradi2016_360s, 28c1, 511b, 63eb, 8411, ecaade2016_071y18, 0ddd, d94c, 4d43, 8645, a712, acadia16_424f25, 9a9c, ecaade2015_148m31, 1578, f1b7, ecaade2016_078j23, ascaad2016_042z16, 03d7, 771d, ba7e, 896f, acadia14_145ai, efdf, 4835, e1e7, 8c6b, 1e7e, 96b4, 1c56, 8f8f, ascaad2014_022l4, b4d3, 5ca9, 45b9, ijac201614207l11, 4fcb, f72f, 447e, sigradi2016_484uu, ijac201513201r5, c6de, 0cda, ae98, 5419, ecaade2015_329n71, 33cd, 8378, 56b2, f491, 547c, d10c, 568c, a9f3, aebb, f483, ea16, a372, 48c7, ecaade2013r_017w8, 8189, e199, 68ce, a47d, 3373, e027, ascaad2014_022n4, 0c26, b629, f730, 71d3, fece, acadia14_33ag, 0fd7, d987, 8bf5, caadria2017_163c41, ecaade2013r_019l10, ijac201412303b9, edf6, acadia14projects_579g, 2b57, 2610, 963f, 3cb4, c121, e8f0, b172, caadria2017_031g11, 665d, d402, 55f5, acadia14_339ax, 8e7e, 63a2, 3dfd, sigradi2015_4.52p6, 3e24, 1c72, 4648, acadia14_43ap, ced9, sigradi2015_3.65s2, b768, acadia14_23u, 66b9, 75f4, e819, b7a7, d417, 7544, 5581, sigradi2013_112e, 5081, ijac201513201b6, db9f, sigradi2014_345w8, 8555, sigradi2016_400h, 9c36, f2cf, a61b, 98fb, 80ae, efc9, 5b22, 600a, sigradi2013_268f, caadria2017_123t32, 3b67, dc42, ijac201614201l6, 0d8c, 0c4c, 4cb2, 5618, a969, 5e8c, 9191, 3a86, c160, 38a0, caadria2017_132l35, ecaade2014_070p16, 09ff, a186, 7a86, ccd9, sigradi2013_294t, 59a4, ecaade2015_261l58, 4a39, 31e8, dcec, 35bf, 85ce, 2297, 1d82, c804, 79f0, acadia14_135p, a942, 494a, 09e5, 0977, 4a54, 3cbc, 4a78, 5982, 2859, da74, ascaad2014_010p5, d1d9, ijac201412307l3, ddbb, caadria2016_425e18, eaba, 3f7e, acadia14_247k, ab1c, 7b14, acadia14projects_189as, acadia15_407z17, 5d2e, ec17, 2013, 509e, 15e0, ecaade2016_166l47, acadia15_161g6, ijac201513101j1, 3109, 80c9, 62db, 5495, ascaad2014_004e2, 7dfe, 7f1b, 39ee, acadia14_661b, 69a6, 95ac, 0ffc, acadia16_78m5, 0cdd, 5410, d19c, a7e1, 15f6, ce62, 1d57, dcc1, sigradi2013_280m, 3d4a, 481a, bc02, sigradi2014_232v8, 0344, b431, 5f16, ecaade2014_186t47, f213, fe89, 35b6, 3bba, 81a2, 8c9e, ecb3, 4292, a785, 2997, ecaade2015_77a15, 6df8, e3c7, ascaad2016_038n14, a5fe, c96f, 4adc, caadria2017_142a37, 46da, 6353, 436a, cb17, 2dc8, e447, 80ef, 364d, 1d2f, 8262, 7841, 6dc4, a069, d888, 4256, e32b, 5d5f, ecaade2015_15c2, e699, 6cf8, 230c, 22f2, caadria2017_030x10, 1b1d, 6b49, 272f, 8b72, 7e51, ab0a, 1399, caa6, ecaade2016_198k52, 1125, 2181, 2c8f, 6572, 9b8f, acadia16_206p13, sigradi2016_550o, dee1, ascaad2016_021y7, a6f2, 5447, d23f, d671, e9fe, d911, sigradi2016_695m, sigradi2016_483hh, d401, d2f3, f4b0, 0cff, 6ab1, 22ec, 3d43, ijac201412406m9, da8e, 0934, 6891, ccea, c54a, be33, ijac201412403z5, 61c1, 90fd, 7f1a, 13b5, 6cc2, acadia14_327a, dadc, e998, cd85, fde6, 22de, f50f, acadia14projects_619af, acadia14_435ao, 4aee, 1fbd, 18f5, ecaade2016_118g32, ecaade2014_019i5, 8d23, 20b5, 1e4c, f44f, 32df, 2570, fb97, 00a0, 41ee, 4b9b, 87b2, ac37, acadia14_357au, ecaade2015_73h14, sigradi2016_654a, ecaade2016_136n38, 5c5e, 36dc, 77a1, ecaade2014_021u5, 174d, 142c, 00b6, e4b6, caadria2017_009z4, acadia14_497u, c825, caadria2016_797r33, sigradi2014_313g6, 09d1, e079, 6bc4, 6a33, 0d5a, ijac201513105z4, ijac201513105t4, ascaad2016_028k11, 5c7a, e0e3, b1be, ab8f, 88b6, 19c0, 2538, ecaade2016_243v64, fa2c, da46, da50, 39ea, 9e25, bac9, ecaade2015_92r18, 8310, 1c6d, cbf1, fbd9, 63d8, 5761, 5dfd, 9703, 8223, c8cb, cab5, cbc2, caadria2017_115k30, afa1, 1bd4, 65a7, 4c2f, ecaade2016_230h62, sigradi2014_042o3, 3be3, d014, caadria2017_165s41, 0235, 4954, acadia16_260m16, 87fd, 2a09, ascaad2016_001g1, f63b, 0f7c, sigradi2016_488t, 402b, ascaad2016_007w3, sigradi2016_807mm, f828, 9302, 1cc0, 2b5b, accd, 4001, 6df6, e3c9, b973, caadria2015_119y18, 4f2d, 024f, 241b, 4f49, 644d, 6817, 9963, d9d7, b4b8, caadria2015_178v26, bcf5, b69b, 5032, f2f9, acadia14projects_75d, 5a57, 7465, eb88, b831, ecaade2014_224r56, ascaad2016_054d22, ef2d, 2030, 8518, d97c, c20b, ascaad2014_035u1, 56fe, 0822, b342, 3919, 3452, 80fe, 3e6d, 2735, 50f9, 68ec, 5a2c, caadria2017_125b34, a192, 0730, fa6f, ecad, ijac201412204p2, 852b, 6fab, f416, e288, 7a19, 6056, ae16, 9a5a, 160e, 062b, 48c6, 791e, 29ca, 91f8, acadia14projects_365aj, e42d, 020d, 9945, bb41, c0bd, ec85, 8706, ecaade2014_169r42, caadria2017_145n38, 12c1, 23a6, b476, 248b, 2bc8, 5104, ca87, 5c4e, f513, eeaa, 0367, abcf, 62c2, f867, 8ecf, d138, 7e7e, 33f6, e186, 0423, caadria2015_142p23, 4c51, 4549, 7c75, 9212, 6214, 71d7, ijac201513104i3, 6900, acadia16_124b9, 68bb, acadia14projects_699t, efb3, b851, ecaade2015_103p20, ecaade2016_097t26, c61b, 8829, 1686, c178, 7ba9, 4e51, 0f0a, d23c, 245b, ecaade2015_178k38, bf81, e353, acadia14_647az, 04b5, 07ae, 4b7b, aca6, sigradi2014_099r8, 22e6, 3ce1, 71a0, 48c5, ecaade2015_284x61, 2669, 0974, c5ba, d5ad, 17ee, 7ed9, f147, a325, 2cc6, 6de6, 6760, sigradi2013_364s, acadia14projects_409o, b267, 5dbb, 1e4e, 9879, 6efa, sigradi2013_243r, 2bde, e785, 3b87, 8461, baef, ijac201412408m2, 6a0d, d4bb, 67a7, bd1a, 7408, 0e00, caadria2017_134y35, 6c70, beac, 99af, b693, 7c94, acadia16_98r7, abbd, 7667, ec2a, 005a, sigradi2016_537qq, 84aa, e7fb, 3836, 2c21, fddb, c9b1, 8734, ijac201614303h2, f5b0, ecaade2015_230e52, be1b, 31fd, 4099, 1c2c, ijac201614302j1, 26df, acadia15_483r21, ijac201412401c4, f6a4, ecaade2015_233h53, 5114, 6819, 3eca, 271b, 80e1, 924c, 5e22, sigradi2016_615q, caadria2015_087n14, acadia16_224y14, b110, 0a61, acadia16_352g22, 555f, 3b9c, d37d, e370, b604, 7118, 4e8d, 3dc7, 884e, c368, 623b, 3e15, 14c9, f0bc, ecaade2015_253u57, ff17, f9ab, ecaade2014_019f5, acadia14_291i, 3735, ecaade2016_123k34, 9862, ce76, e7cb, 985c, ebb6, 34b4, 9cff, d7ba, ecaade2015_100r19, e414, c907, c57a, df2b, 6a88, d501, d8ee, sigradi2016_450yy, b585, a429, 375c, 9d13, 40c0, 53e3, 42e2, 687d,