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 ddss9496
authors Veenendaal, Martin H.
year 1994
title Optimalization of Visualization: Graphical Diagonalization andClustering of Combinatorial Data
source Second Design and Decision Support Systems in Architecture & Urban Planning (Vaals, the Netherlands), August 15-19, 1994
summary The analysis of combinatorial data is common to many disciplines as diverse as ethology, mathematics, computer science, psychology, demography, and architecture. Combinatorial data concern single relations that exist between the element pairs within one single pool of elements. TRI is a computer program that enables users to manually order combinatorial OTdangular) data matrices. "Ordering" in this context means placing high cell entries, coded as large dots, close together in clusters and close to the matrix's diagonal. Ordering, however, constitutes a very complex task. In order to support the ordering process, a straightforward measure has been developed which weighs the "amount" of clustering and diagonalization. The measure's value can be projected onto the monitor and perhaps serve as a "success indicator". A first experiment assessing the usefulness of the measure revealed that it does not consistently reflect subjective judgements of perceptual "order'. People may discern salient (although task irrelevant) patterns and regularities in dot configurations, for which the measure's cold calculus is insensitive [1]. In ongoing "human factors" experiments, the capability of experimental subjects to see through such "would be" order will be tested. One group will be amply instructed as to what the measure measures and how, and a second group will receive extensive visual instruction, using example matrices. The results of these and other experiments will help us decide whether or not to implement the measure in 1'RI, and how we can otherwise improve TRI as a powerful design and decision support tool.
series DDSS
email bwauab@urc.tue.nl
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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caadria2017_183j44, sigradi2014_152u3, 8efa, 1e6b, 9aff, 39bb, b6e7, ecaade2016_078h23, 3cb1, 10dd, e83b, caadria2016_703l30, ijac201614305o3, 8fa0, 2ba0, 7881, a3ec, acadia14projects_619v, c0d3, ba1d, ccb8, acadia14projects_637ae, 7c5b, caadria2016_819k34, ecaade2016_058w14, 2aaf, 4ad0, 5679, a461, 3059, 6860, d2d5, 1e70, 7219, 4d69, 8121, 8f9b, cca0, 60d9, baaf, ascaad2014_001d1, 296f, c7e8, caadria2016_435m18, 2813, 33a1, 5c7c, a677, 0ac5, d4da, 713f, caadria2016_487n20, acadia14_101s, caadria2016_621v26, 9017, ecaade2014_194z49, 3c8c, 1b4b, 8652, 240d, 183c, sigradi2016_625qq, 15b6, 2253, 9cbc, b020, 4069, 012a, ed63, 9b8b, 49b6, a89c, 4b09, a7d1, caadria2016_321m14, 522f, 7df6, 1a98, 0d06, ecaade2014_020n5, sigradi2016_625oo, ijac201412201k1, 1c0c, acadia14projects_655ab, da9e, 4211, 95ee, ascaad2016_048d20, cdb2, ee6d, 9d60, 7492, ascaad2016_028c11, b3f9, febe, 69b1, f079, ecaade2016_102w27, 3567, 3139, b53d, 14fd, 3d96, f251, 8f0b, 2d5c, acadia14projects_627d, 05fc, ascaad2016_040e16, 55af, 2bfb, acadia16_344e21, 600e, 5699, 7bd7, 15a3, ecaade2015_206i45, 87c6, c32e, 1b56, b9b1, c1fb, caadria2017_158w39, 9865, 0209, f4cb, 11c3, ijac201412404w7, sigradi2016_625hh, 0a42, f7e7, a9d9, c923, 50e1, caadria2017_021b8, sigradi2013_400c, ecaade2016_028h8, 3d72, 0147, 9a35, daea, e354, ecaade2015_241x54, 38b6, 44c9, 5c8b, ecaade2015_201x43, 7619, 045f, e4dc, ecaade2016_077t22, 6ae4, 4fe7, fef5, 5b65, 3d17, 666e, caadria2015_090v14, 09aa, 7bc2, caadria2016_539e23, e6ad, acadia14_445aj, 7f25, 3e35, d0d2, 42c5, sigradi2016_729a, 4265, df98, 2f1d, 054d, 5682, 904d, 3e4d, 5608, ecaade2014_232z59, 2957, sigradi2016_426b, 982d, d80b, 7345, f022, ecaade2016_166w46, f91c, ecaade2016_057o14, sigradi2014_313i6, 1b50, ijac201412403x5, ebf6, af54, 8c18, 35e7, 8959, caadria2017_063c21, ab28, 3278, 50f0, cf71, 4075, 830e, c15f, b7c5, fc80, ijac201614104e4, d423, ec8c, ascaad2016_022m8, baf1, 39d0, b428, 5a67, 9b34, 5353, 5b36, c42b, caadria2015_087c14, c9aa, a2ab, 7165, 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sigradi2014_132t1, caadria2015_213k33, c8de, 58da, 30f6, 6bc5, c9d4, 549f, a2ed, ecaade2014_111p25, 813f, 8a1f, sigradi2014_291p4, 8bff, 20de, bf18, caadria2017_127g34, 21bb, 2359, ecaade2016_118d32, 6b21, e824, sigradi2016_515h, 0934, b2d7, 8bb9, 466f, c9cb, 9ca3, f264, 8f06, ec27, 66bf, a2f6, 50ee, 42d8, 0832, 0aa2, dcfb, b60e, 5e06, acadia14_619w, ea35, e916, sigradi2016_815hh, e91f, 4a17, e5c5, 708e, 4fba, c35c, 71f0, 3a0c, ad2b, acadia15_311o12, c1e9, 2ed5, 457f, aa34, bdc2, ff8c, ijac201513303l11, b40d, 73e0, 2d57, sigradi2013_244o, 5833, 217c, 8e38, a68d, acadia15_357j15, 5eac, b147, 66b6, 50ec, 58c1, bf3f, 05a6, ascaad2016_039s15, 8c3e, fd0e, 6c8f, fca5, 1250, 96b6, 5da5, b669, ab29, ijac201513103o2, fa0a, b26a, 3100, 1082, ae75, 6312, 1a71, 2e42, acadia15_211r8, 377c, 33cb, fbb3, 6621, 5734, 31b3, 959d, 2878, 528e, 5864, eb57, ab97, edfa, 93e5, ascaad2014_003n1, 33cd, 0195, caadria2016_095v4, sigradi2014_021r1, f66f, 4543, ba0e, 956d, f0bf, 6c40, acadia14projects_609ap, ecaade2016_075h22, 2f11, acadia16_432t25, a9f8, caadria2015_137m22, 7a27, 61ba, 656b, 1c50, 5613, b225, 844c, 72e5, 1127, 2a41, ecaade2015_53x9, ecaade2016_163c46, fd56, 72b8, b4fc, 2189, sigradi2016_781b, 7b09, ascaad2014_005f3, d6a7, 79f0, e8c8, 0f41, acadia14_565i, e283, ecaade2015_194p40, sigradi2015_8.186k12, bbac, de71, ecaade2016_166m47, 69aa, 07cd, 9b5d, b75f, 350f, d79e, 0d04, 969f, ad63, 2b3b, 9976, 200a, 12bc, caadria2015_049y5, caadria2016_819l34, 429b, 7586, 1f3e, 02ca, ecaade2016_140w39, ecaade2014_220d56, 7ea2, acadia14projects_153au, 3188, 1fe2, sigradi2015_6.183n8, acadia15_333b14, 6584, a359, 453c, 072b, acadia14projects_339ar, caadria2017_096z26, a774, 9972, 680c, 161e, 8f3e, 5b9c, 67b2, sigradi2013_425, ecaade2014_044b11, 29c0, 7c89, fe26, e3b0, caadria2016_797k33, 9d6e, cac3, acadia14_619ac, 1368, sigradi2015_12.215v27, af56, sigradi2014_185x5, 9f49, ecaade2015_164v34, 556e, 1a5a, 89fc, sigradi2015_10.140o19, 029c, 86e7, ijac201412205a4, 1987, 0d3c, 67ff, sigradi2014_214e8, 7578, 9f06, 27b9, caadria2017_079y23, 63da, 9d2c, 0af9, ijac201614201u6, acadia15_483c21, 4e4a, 89da, ab32, sigradi2013_303h, 1284, ecaade2014_130z28, 08fd, ecaade2014_201c52, 39df, d915, 8fef, 741e, c330, dc26, ef77, acadia14_579ay, e574, b0be, f7f4, f9e6, d945, d396, acadia15_451m19, 0218, 1a51, 8fa1, 2ab1, 28ec, sigradi2015_11.136t24, b64f, e240, 970a, 56a5, 27e7, 373c, 24b0, 61a1, 08c7, ecaade2015_148n31, e445, e4eb, d9ba, 5672, b972, 6801, a17e, 1078, 050e, sigradi2016_522z, e275, cdfe, ecaade2014_153c37, e7af, 84b7, 796e, b98a, 5ca0, acadia16_196g13, ecaade2015_230g52, ascaad2014_036g2, 219f, f467, 79b7, 6e3b, ascaad2014_004b2, sigradi2015_8.41b11, 3acf, 8118, ed74, 6db7, 2def, a2a5, 620e, c047, 757d, e296, ascaad2016_052j21, caadria2015_126g21, acadia16_174f12, 5a62, 0e57, 4560, caadria2017_052y17, b37b, c429, 3da4, 5936, sigradi2013_268j, 0c2e, 1441, b1b3, dc4e, d583, baed, f847, 8fc4, e800, b967, caadria2017_175e43, 022e, 5083, 8719, bc59, 611f, b16b, 88a3, 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a18a, ecaade2016_223s58, ecaade2016_224t59, ecaade2016_224b60, ecaade2016_023n6, e836, f84e, 7ba7, d3ca, caadria2015_087s13, 3a63, d11b, f9f6, 9d77, 9caf, a2b2, 417f, 77eb, 5a22, 01f9, sigradi2014_141r2, 5d9f, 4abd, eeaa, 96e3, e8ba, f082, 955a, 3cd7, 950b, 5fa3, ecaade2013r_018h9, 674e, c9f4, d2c7, 2163, ecaade2014_052z12, f22e, ecaade2016_002h1, 7114, bbe3, 503c, b902, 327a, ecaade2016_154x42, ascaad2014_007w3, 1fd6, d5d8, a438, 180d, e106, cc1d, 1fec, 0f93, b612, eb91, a634, ecaade2016_199w52, sigradi2013_304z, 9408, c866, 0380, a56f, caadria2017_069u21, acadia14projects_153as, sigradi2014_281h3, c42e, b54c, ijac201412304e1, be70, sigradi2014_313u5, 0515, 10a8, fd6c, 11f4, 2132, 38f1, a2ea, ijac201614201h7, f374, acadia14_681am, acadia14projects_63az, ascaad2016_001e1, 2a73, 40f7, 7d76, c089, 81b7, 6998, caadria2016_579p24, 5ba1, a55b, 6d59, ijac201412301p5, 4c72, 21cd, sigradi2016_367yy, 6974, ascaad2014_036h2, acadia14_589c, caadria2017_118t30, 8bd5, 383c, 92e7, cd0b, d5b6, 6549, 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acadia16_124i9, 3fca, sigradi2016_807ii, 48e7, 3321, 0f13, 477f, 9b79, 0cc8, ijac201412403n6, b56c, 8de6, ec5d, bed9, 126d, 98d8, 3dad, 8f81, 16c8, caadria2017_041u12, 4bc1, 5193, d11f, bb5d, 57df, 6763, 8668, e4ec, c09a, 0036, ee7e, ascaad2014_029c8, acadia14_375l, 10b3, 206e, 4b29, ecaade2014_149g34, 43cf, 9a10, cf75, 233e, c61c, a398, f3d1, aaf8, facd, f675, a989, d754, 63f1, a795, 8d43, f18a, b64c, c0f2, 09ba, 7340, 7080, 2e49, 8596, ecaade2014_176p44, 51f0, sigradi2015_12.215l27, 642f, ac90, 12e7, 8bfb, 12b5, c2be, 9b7d, ecaade2014_186f47, 4475, 8516, 8be5, 484f, eef8, fe87, ec6c, 2111, 5b6c, 7716, ecaade2015_215e47, 150e, 931a, 77cf, 8fc9, 8d58, 422d, 18ad, 4422, caadria2016_023s2, 1473, 5e42, 5bf3, 0163, acadia15_451z19, 3ff0, 3759, 17da, 7e31, ba40, 760a, 8ef9, 8ca2, 9cf0, 814d, sigradi2016_590o, d123, 5e31, fba0, sigradi2014_108b9, 6816, 601e, fc6f, acadia16_362p22, ecaade2016_097t26, 04fd, d8a6, acadia14projects_237au, 0ff4, 495f, 792a, ecaade2016_130v36, bab2, 5a73, 99d3, 779e, ad84, 0b4b, e107, a362, acadia14projects_463j, ef52, e4ea, c8df, 06d6, fee8, c02e, 8b39, 9b30, fa34, 9dc1, acadia16_352x21, 9636, 6979, c315, 1318, sigradi2016_674ii, 3248, caadria2016_003d1, 9d39, a712, caadria2015_213r32, 4737, 6a3d, 4379, 35a1, f563, ecaade2014_233o60, d28c, ecaade2015_22x4, sigradi2015_6.329x8, 8492, ijac201412402r4, c54c, e1b5, 714d, 1642, aeb1, 8cae, e85a, df20, ecaade2015_273e60, c046, 31af, 800f, 72d1, fb3c, 668a, d220, acadia16_8b1, 6f80, 16ca, 864a, cfea, sigradi2014_123u9, 691e, dabb, 4e8f, caadria2015_156p24, 4752, ijac201513103a3, f332, 1341, dbf4, 118a, ecaade2015_303s66, acadia14projects_479d, 6732, ee5f, 5afb, 5382, b3f7, e162, a604, 1c4f, a258, 411d, d04a, 9b27, ecaade2014_140k31, 20b4, e6c5, a3aa, 4363, 20ef, bec5, 6f44, sigradi2015_8.276y14, 4528, 01df, f6bf, f629, 988e, 8e2f, f541, 67b4, ef71, e903, ecaade2016_028g8, c710, 740e, caadria2015_077y10, 6362, acadia14projects_681ak, ecaade2013r_018f9, dbc7, sigradi2015_8.328i15, acadia16_184i12, 97fb, 8cba, 912e, fdf0, 5fbc, 1c58, a168, ijac201412302m7, eaa7, d8f5, a10e, 064a, f7a5, 3b9a, eec4, 64d2, 87a5, 8bde, a8a0, 801b, a493, 0211, a4ac, 658c, 9dc8, dd60, 4969, ecaade2016_071b20, fa2d, bf0c, ijac201614403h2, 36b8, 0a5a, 3d6b, acadia14projects_301h, a87d, 7f35, ijac201412408x1, 01d7, 3f58, acadia15_323z12, 0587, d157, 36c5, dad4, f36f, 6370, 571d, 6752, b604, 650b, fc49, 9b7c, 2c83, cf3a, 9b74, 85d7, acadia15_395v16, e46a, 1c8e, ce5e, 0dcb, a676, sigradi2016_443tt, ecaade2016_167c48, 0681, efa2, b678, 25bb, 64ee, ecaade2015_33k6, 7218, 530e, d556, 2e45, c17a, acadia16_402l24, 1c3f, ee74, e400, bfaf, 8729, 8753, sigradi2014_345h8, acadia14projects_719r, caadria2015_010x1, ad89, adfa, sigradi2013_393u, sigradi2014_128b1, 005f, c834, 4cbc, bca4, bfd7, 40da, 55b9, 266b, 7229, ccad, 9efc, a9e0, 8f96, 31fc, d185, caadria2016_105f5, c733, cffe, 1158, edfc, 142d, 419b, cb0f, cea0, ecaade2014_044a11, ecaade2016_190u50, aa28, fac9, 3d9e, 2d73, c578, ascaad2016_035n13, 99f2, 8879, 2aa3, fcf4, c069, 93e7, 6f70, caadria2017_163k40, f3d3, 5faa, 2f45, sigradi2016_815y, 4e60, ff9c, cff6, a446, 8fcd, ef35, c808, ecaade2014_015l3, 1512, sigradi2016_382aa, 29c3, sigradi2015_8.264i14, ac97, acadia14_101r, c11b, caadria2017_004k2, fe65, 1964, 6746, caadria2017_058s20, 1c85, 07f7, ascaad2016_045b19, bba1, 2236, e989, caadria2017_129p34, ecaade2015_64l13, sigradi2016_669q, ad6a, c7d3, 671d, d46b, 5f20, 966a, 5c3b, 628f, 342a, 0f49, 220f, 0547, f1a2, a558, c7e4, 72f4, 142f, b3e9, 06ef, 697c, ijac201513103c3, c7f5, sigradi2015_3.11h2, 05f9, 99ee, 478a, ecaade2016_067i17, 9cda, 0460, d17e, 1c73, 12e4, d576, 8b6c, 1ea2, 7f02, 9563, 341f, ijac201513201e5, 3051, 00ae, 510d, sigradi2015_12.107f27, b9c2, caadria2015_185m27, ed85, acadia14projects_347ar, b90a, ecaade2014_145k33, 8db7, ijac201412202z1, 6fbe, 6a68, 2790, 9c51, aa41, 146f, 01db, 2efe, e0b2, 9227, 2862, db9f, 38c5, e038, 1026, 2d33, 4f83, 8781, ascaad2014_005a3, acadia14_435aw, c15d, 508a, 476f, d209, ecaade2015_161l34, ijac201412405l8, ecaade2015_200g43, 25e9, 5dde, caadria2016_819r34, ecaade2016_025i7, 214e, 6adc, b41a, 89a4, 5d0d, 65ed, 0569, fc0a, acadia15_47e1, ce57, 22b8, 4834, c96d, sigradi2016_382bb, ijac201412304y9, ecaade2015_119d24, sigradi2015_9.347x17, 3746, 210d, ecaade2015_329j71, 43d6, 784f, 8c2f, dd81, b1a7, dceb, 9b97, f72d, 9fa7, ecaade2014_224k57, d474, acadia14projects_565af, 407b, 57b0, b31e, caadria2017_080f24, acadia14_43ag, ecaade2015_180d39, 5854, ecaade2015_333j72, 49c0, sigradi2015_8.264n14, 0b52, 658d, e099, sigradi2015_9.152a17, sigradi2013_393s, 15b0, ecaade2014_057k14, e458, 773d, 74d4, ecaade2015_202s44, 3ed2, 6bac, 7fd7, 27ca, 0e45, sigradi2014_178j5, 4b86, 9cb0, b473, c740, ascaad2014_023y4, sigradi2016_637dd, 9ca0, 2c75, 11c2, bbf0, 9efe, ecaade2016_130i36, 2cb0, b193, b25c, da72, 67ac, 5a3f, ecaade2014_066u15, dc99, e92f, ecaade2016_045g12, 9144, 1d62, sigradi2013_381l, 2ad9, 0011, 9157, ijac201614407v4, fb05, c2c4, 29ae, 2690, 2da2, 97f0, 9579, 9e3d, ecaade2016_018w4, 0968, d949, 1e51, 7239, 78da, 6e06, d254, a255, 2fc1, caadria2016_013o1, ecaade2016_106h29, 39c1, 1a57, ecaade2014_020o5, 0104, bf3d, ffcd, a453, c292, 6cd7, 49fb, 0960, b0a3, c889, caadria2016_477a20, 08ee, db51, 8dfd, sigradi2014_345y9, 391b, acadia14projects_375p, 6b08, 9dea, c494, 40c2, a4e8, ecaade2014_072w17, 0c4f, 2e23, 5c19, 8db3, 0564, 1844, sigradi2013_391, 1359, sigradi2013_30v, 74e0, fe22, e298, ecaade2016_190t50, bf40, bee6, 1612, 3947, 1ee1, 13f2, acadia15_357x15, 4203, a56b, e6d1, f36e, 2315, aa5a, 3931, 418a, acadia14_333av, 2e07, cd98, 9692, ecaade2015_138w26, 34c6, 2ee1, 36d4, 002c, acadia14projects_111f, 5ee2, 687f, fe64, ascaad2014_007f4, 0ce2, 3472, 344a, 77e2, ecaade2016_083f24, caadria2015_209y31, 17bc, 9329, 91ae, sigradi2013_315, acadia14_339y, 3063, f2ac, ecaade2014_182d46, 4c8a, 7662, 3927, 0eb7, 337e, bc3e, 342f, ddde, 216a, dad0, 7390, a8a4, 21f3, 59eb, ecaade2015_205c45, 4380, fa18, 6529, a7c9, ecaade2016_bkon65, 4a04, 3839, 55d1, ef20, e760, 8de5, ecaade2015_143t30, ecaade2015_127u24, f9a5, 7e47, caadria2016_611o26, 24f5, be71, 7d73, def8, e11e, 2947, 3a76, 1ce3, ijac201412304p1, 0345, 902b, sigradi2016_817d, a03d, 942b, d019, 8b64, d811, c0bd, ecaade2016_223j58, acadia14_579h, 9f30, 1939, 90f7, caadria2015_014r2, 4cc0, 49c3, 8996, 5902, e206, caadria2017_008v3, b57d, 0244, cc69, 325d, bb4d, acadia14_145af, 03cb, 2ffa, 25bc, ed66, sigradi2016_522x, ecaade2015_130k26, 65cd, 52be, 4acd, 51a6, ijac201614407s4, 1cee, 7ed5, 5c2e, c5fe, e503, a581, 5adb, ec30, 1627, 26ce, 4cea, 17ac, 59d6, be7e, a0aa, 55be, ff06, 1ca6, ecaade2016_199c53, 3e4b, 36bf, 866a, 43a9, 226e, acadia14_135u, b2f0, fb14, 7839, 6a8b, 9e7c, ee0a, fe75, e3a6, acadia14_609aj, fc2f, acadia16_62o4, 92a3, 038b, df6a, caadria2016_187w8, bf6e, 9fff, 4f0b, e024, 302e, ecaade2015_25j5, acadia14_23ac, 22ed, e1af, caadria2015_181b27, ecaade2014_240k62, f138, f960, f837, 69c1, 53f4, 181e, de30, f65e, 29d4, ascaad2016_043g17, ecaade2013r_008l5, 7225, 24cc, 64be, 8241, cc5e, ecaade2014_224w56, b3da, cd3f, caadria2016_167b7, 1c5f, c7a5, 74e7, aa84, ae78, a019, b4cd, d7dd, de77, ecaade2016_213s54, 3385, 0b5f, f7e8, 993e, 7478, f667, 9a7c, d365, cdaf, b8e6, 264a, 3a39, 0129, f397, ijac201614305a3, b71e, acadia14_531m, ecaade2016_129c36, sigradi2013_342t, ecaade2016_072l20, 791c, 88e6, c5ee, 155d, f0c5, 8638, d272, ascaad2016_051d21, 6c85, f850, d14d, 72ad, ecaade2013r_003k2, 6037, 886b, ecaade2015_64g13, da59, ijac201513201p5, 956b, 2e9d, 6710, e12a, f9b7, 5363, sigradi2016_448hh, 495c, 5a43, 0c6b, e137, 3872, ecaade2016_152s41, 0a7a, ascaad2014_017p9, 6d9d, 5c6b, sigradi2013_194v, 5d6e, ascaad2014_037l2, 12c4, 1f2d, fd32, ded8, acadia14_153a, ecaade2013r_003h3, ecaade2016_023o6, acadia14_699u, 9060, 7ab8, ijac201412307j3, 50e2, 84be, ecaade2015_28x5, d32e, c3b3, 2a4f, d55c, 2d52, 3e7f, ecaade2015_171t36, sigradi2014_292s4, 8cad, 1bbd, cb99, caadria2017_040o12, 4b56, caadria2016_641u27, 7c3e, 2108, ad95, afd8, a76c, 89bd, 6948, 7c5c, 2327, 75fb, 3dd0, abf1, eade, cc41, 6015, 6e59, 1005, b307, ecaade2014_149j34, 8d52, 5e2f, e98f, sigradi2016_595dd, 3899, d05a, dfe7, 525f, 82bb, 45cc, acadia16_478j28, ijac201412303n8, e4a8, 7c76, 3956, ecaade2015_73c14, 8f35, 3ef3, 7bd6, 2234, a84e, b23d, 87d3, 35e0, 6de5, f2c9, 70a3, 6f18, e679, ijac201614207i11, d2e7, c3ea, 5efd, 55dd, acadia15_333z13, 7ebd, 7995, 27ee, d149, 3d73, caadria2016_095n4, e7f6, 2671, d1d6, 077b, 0c9f, 7fa1, 7712, f6f7, cd85, 26a7, a648, 2b88, ijac201614309d6, fe4b, 39ad, bbef, 23f3, 4132, ijac201412306z2, caadria2017_105i28, 091c, 47e4, a12d, 5203, acc5, 9e62, ecaade2016_225b61, 577a, acadia16_352w21, ijac201412204i3, a3a4, 6b9d, 6f4d, 73e9, 10a7, 8827, 13c4, 6603, 5207, 0462, 158d, 05e0, e6f9, 7b56, 6940, ecaade2016_223o58, caadria2016_157t6, 2ed2, acadia14_153an, ecaade2015_215m47, de22, 6398, 5378, 3ec9, 48ea, 231b, 4bd9, e985, 14f5, 9345, f24d, 0ffe, 6f56, 208b, dd7f, b0f0, sigradi2013_189l, b7c3, 2607, 8ca1, c63b, c5a9, 8e12, 0da9, 0316, 967d, b11e, dcd4, bbba, c77b, b935, acadia16_206l13, ascaad2014_014v7, 138d, 3243, ecaade2014_151s35, ddda, a7ac, 8341, cfc4, 4adf, e513, 4f8a, ef3f, acadia14projects_101w, 1f3b, b8e5, b1aa, 97f7, 0d84, db84, 9bdc, d712, 83c6, 41ca, c1f7, 550a, 8b43, e935, acadia14projects_135aa, 7248, 4e01, eee8, 5745, ecaade2014_225t58, b98d, 9c81, baa5, 22f9, ijac201614105d5, a6f9, 9b47, 7ad6, 7981, 12f2, e80b, 6ba1, efbb, ad00, d0bc, 1786, 5210, aad3, fa5a, ecaade2014_108e24, e413, 6fac, a1d0, f800, 286d, 7576, 90fa, ijac201412301h6, a21d, e602, ecaade2015_138o27, 2060, ecaade2015_248u56, 52bd, 7175, de9c, d2db, 639f, 9607, e544, acadia14projects_199aa, 4d6a, c976, 9f17, 0320, 3f6c, 4cae, 82f3, 75a9, f86e, 5e9a, 5427, 15a5, 7eb1, ecaade2015_227v50, 352e, f391, 1618, ab83, c0f8, 2a23, 26d2, 29fe, ascaad2016_038k14, acadia14_435a, 8bbe, f704, 7dd4, eab1, 685a, d7f1, da13, c93a, 991d, 8da3, ecaade2015_297c65, 8f6c, df62, 30c2, c390, eb7d, 87c7, 6b6e, f8b0, ecaade2015_53y9, ecaade2015_284y61, 370f, d0f0, d5dc, sigradi2015_11.142e25, caadria2017_058r20, 7b54, fa10, 18f5, 7bb6, ecaade2015_109v20, 1e48, 26ed, b54d, 5f2b, d93a, acadia16_280c18, 7270, 6735, 8107, a93f, af02, ecaade2014_042m10, 2873, f69b, 1a68, 219c, d8f8, 0b65, 78b0, ecaade2015_73w13, 5069, 064c, acadia16_12a2, 14eb, 80a2, 8919, caadria2016_045i3, ab56, 5c8e, f133, ijac201614208b13, 1937, 81fb, 82b3, 44a2, 588b, ecaade2013r_018r9, caadria2015_210i32, acadia16_174a12, 92e6, 129c, 3c4b, 6114, 377e, ddd9, d654, 22ad, 01d2, 9b41, e493, 5ee1, 9ee8, a1e2, b66a, ebd1, 71de, 5f5f, caadria2017_163y40, 80e4, 9888, 326f, 948f, caadria2017_054f18, 5986, ijac201513302w9, caadria2015_181g27, b894, 6702, 652c, 75ad, ascaad2016_028o11, caadria2016_861v36, 7a08, ascaad2016_028k11, b6ac, 9e7e, d90e, 4fa6, caadria2016_663n28, d5d7, f9f7, 3774, ijac201614105o4, eb9f, c8d5, 06c2, b402, bee2, 0817, 7710, f42c, sigradi2016_426a, b73a, 30d1, e1c2, 4015, 40dd, 5b77, 01c9, 6f5f, 5b91, 4be1, 4aa0, 79b9, 9923, acadia14_661k, acadia16_174w11, 76c3, 6ab5, 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ab60, ecaade2015_180v38, 0d30, 5f3b, ascaad2014_017e1, ce63, ff2a, 4e1a, fe4f, 3704, eff0, 5a6e, ecaade2016_171a49, bd2b, 3d32, 3e8f, ecaade2016_006p1, acadia15_483u21, 08a5, ijac201412207g5, 63a6, acadia16_106o8, 4b79, cb83, 1e3f, ecaade2014_057n14, 35ea, ba18, 8c44, cdd0, sigradi2014_159g4, 6c22, c4f9, 1499, 059b, acadia14projects_699u, 7ef3, 5430, 9457, 7089, caadria2015_190o28, 397b, 42bd, d76a, 303f, ascaad2014_028o7, 10a3, acadia15_431v18, 43a2, f2bd, e485, sigradi2015_3.201v3, b8d2, 2733, 9087, 5b82, ccba, 452c, ecaade2014_145h33, 3200, 5b0b, f63b, af8d, 723d, a691, b44c, 4d12, 71cd, acadia14_609am, caadria2016_311c14, b939, cec2, cc45, 7699, 1a79, sigradi2016_732d, ecaade2016_126u34, sigradi2015_3.201r3, fc56, 8bdb, ed68, 1613, 115d, a957, 3eff, 2bfa, 21ee, 9dc5, 907d, 8b92, 2bae, 3c55, 4ff8, 7a87, 5dec, a99e, 9af5, 1bb2, 9034, ecaade2015_21w3, ijac201614207b12, 9d3e, f676, bef0, a61c, 4850, 0433, 6de2, 029e, 941a, ecaade2014_022y5, 1752, ea89, ecaade2014_180o45, ecaade2016_043c12, 44eb, 3b3f, b5f2, ed13, 662e, 97d2, c85f, acadia14projects_609ar, sigradi2015_sp_8.326z30, cb61, 3f05, b395, d4ed, ecaade2016_067c17, 88ca, b43e, 2701, ecad, 2af5, 80d7, 1796, ecaade2014_038o9, 2fc4, 6248, 0696, 7292, f1e3, ef42, 2bcc, ecaade2015_202b44, 25e2, bb6b, 235c, acadia14projects_267j, 4c5b, bf8c, 9528, acadia14projects_357as, acadia14projects_463az, 6b82, c87e, c3b9, 8a5c, caadria2015_016r3, 7f9c, ecaade2015_152w31, 7bbf, ecaade2015_235o53, f162, dfba, ecaade2015_180n38, ecaade2014_052g13, 3b7d, 52c0, ecaade2014_239n61, e3dd, 4365, 46ff, 9d89, e034, sigradi2016_431t, caadria2016_311a14, aafa, a0c1, 1f9a, ijac201412204y2, 695b, 2e11, b40c, 6d94, ecaade2015_284u61, 09ea, e42e, 1e4e, eb96, 8434, 424d, 8b5d, ecaade2015_285k62, 5a40, 22c1, 3b7c, bc35, 04ef, acadia15_137a5, acadia14projects_589l, f692, c2ce, bbae, fd78, sigradi2016_534jj, d938, ijac201412303u7, fb36, f631, 7dfc, ijac201614105c5, e995, f3ec, ijac201412204l3, e81b, 073b, ecaade2016_028i8, 58f3, 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cd32, f1de, bb74, ecaade2015_251m57, 7d61, 2ee9, 51e4, 8a28, 6535, 2e3d, ac8d, 429a, f27d, ecaade2015_205f45, 1530, cfc7, caadria2015_156m24, ecaade2015_287m63, d17c, d682, 4e2f, dcc9, ba99, caadria2017_001c1, 0008, 7829, fcf7, f32c, bf16, caadria2017_002k1, 90f1, ecaade2016_152z41, acadia14projects_681av, 6e13, 85ca, ecaade2016_047o13, e4fc, 5a55, db15, sigradi2016_815nn, 9560, 0f08, bc18, 6a00, 6937, 819f, d455, 5670, 4aea, 269d, 0878, 919e, 6d30, 82ea, 3ff5, 4dff, 409c, fbfa, 0782, a43f, acadia16_308e19, 0a04, acadia14projects_117ay, a315, sigradi2014_151h3, 1100, 3bb8, b528, caadria2016_395v16, ijac201513104y3, a699, d540, 758e, 980f, ijac201614207d12, 8983, f723, 9088, 0437, 7602, 864f, 0140, 2d90, 9d4d, 9af6, 75b4, 4c17, ecaade2014_224v57, acadia14projects_463a, f8b3, ee56, e624, 55d5, 31f3, abed, fd54, ecaade2016_ws-dleadg68, eb1e, 01ef, caadria2017_067r21, 1a52, 08a1, 7b48, f402, 4d92, f062, ijac201513305g12, 5b3c, 321d, 9890, caadria2017_142p37, d745, f3b9, f841, 6367, 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d0c7, 4a0f, d26f, 0aaf, d59b, 91d9, a678, 229d, 8093, 2d0d, 7621, 0dd7, caadria2016_861g37, ec90, 1c1f, af33, d549, sigradi2013_289n, c614, acadia14_699d, 2269, e8f1, acadia14projects_267o, acadia14_555f, 357f, acadia14projects_145x, aa57, 92c6, sigradi2014_074c6, 83c0, fa7c, ecaade2016_ws-afuturem67, 5e0b, 136f, f92f, beca, 063e, ascaad2014_028t7, a28d, 6a13, ecaade2014_221m56, 34db, e09a, ecaade2016_223u58, c858, ecaade2015_101e20, cc85, ae2e, cfab, cd14, b291, faf9, 1bb4, 172f, ecaade2015_171m36, ecaade2014_225e58, 59fc, bdc7, 8ced, a57e, acadia14projects_507ae, a5ff, 2aca, ascaad2016_056h22, ecaade2016_183v49, 9052, caadria2015_049h6, ecaade2014_096v22, 19d1, 0ee7, b4a0, caadria2017_096a27, ijac201614105n5, 92f1, a5ad, e428, 8e35, 651c, ecaade2015_235t53, 2527, f3fd, a388, acadia16_154n11, ecaade2015_206m45, 3faa, ijac201412204p3, 84f7, ebe3, acadia14_435ao, 846e, 2e84, 646d, 714e, 84d6, 6c19, 611c, 55a3, 8d2f, ascaad2016_029x11, ijac201513202m6, 7c04, acadia14projects_609ad, 9520, 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b471, 55d2, 1aae, 678d, aa4f, 1122, c139, d393, 3798, 5d55, 32b7, 111f, 4cad, 28e5, 6c90, 1b84, c94d, 1d34, f95a, 28ce, cfe6, f894, f0f9, caadria2017_056v18, 89c8, bc97, b26f, 443f, 4746, 2660, 31f9, 8baf, e767, 50a7, 3b3d, 3802, 8f24, ecaade2016_013o3, 5c34, 7ee2, b465, caadria2015_164f25, 852e, c0dc, 4439, 4519, 149f, 9e12, ijac201614307l4, acadia16_106m8, aa3e, 836f, a32c, dc8e, 9112, 0fcf, 94a8, 5c58, 9056, 2e8a, fce1, ecaade2016_036r9, deff, f269, 75c4, ddb4, 551d, ijac201614402x1, acadia14projects_691at, 4b5c, 4fbb, c8a1, acadia15_137m5, sigradi2013_10f, 9e74, 2ae4, 4b36, ijac201614208b14, 5af3, 91b0, 86bf, 8404, e9dd, 322c, eeed, caadria2016_725l31, dbdf, 54f4, 3f9b, 794c, d095, 2624, 2b48, 9cd6, ef68, ade3, 4f96, 85a1, b741, ecaade2016_087r24, caadria2017_052v17, acadia14_463d, f76a, ijac201412307k3, db41, 1ac2, d2a5, 604e, 967a, 08e2, ecaade2016_162b45, 866c, 11bc, 68c9, caadria2017_145x37, 8311, 731c, f05a, 9791, df6d, 953b, b966, caadria2015_210m32, fafd, 8c36, bd46, f90b, 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8d76, 44d1, sigradi2015_5.384o7, c246, 402c, 6ad1, 36e1, d7cf, ba76, 0833, 3fce, ecaade2016_068y17, f820, d145, acadia14projects_131ap, 0f09, 754b, 7c0e, aa95, 8225, 5964, 7b47, 0e5f, 9536, 809f, 4830, ijac201513206p9, 87f5, 4d4d, 3035, 1389, 4c74, fc1b, 055c, 3e16, 2a5a, a1a5, 4f63, 6e77, 2eb8, 29e7, 1fb0, f6bc, 5061, 7436, 65b1, 55b5, 95c8, ecaade2014_024u7, 9033, 080d, acadia14projects_445ak, a9da, b371, ascaad2014_024f5, ec82, 3f9e, ecaade2016_164s46, 4237, ffbc, acadia14projects_189aj, ecaade2014_225s58, ef94, 6a2b, f8be, 1994, 2eef, 0a90, sigradi2013_243z, acadia14projects_627f, 9486, 5462, ccdd, b354, 5807, cc55, bc3d, caadria2015_145t23, 1acb, sigradi2016_490ee, 312a, ecaade2016_ws-dleadx67, 4915, ab22, ecaade2016_139e39, a70d, 59ea, 93c8, ecaade2016_tkou66, 16c9, dbd5, 0cd5, 76b5, db46, 7dc9, 0a76, 67e8, sigradi2013_400u, acadia14_699c, ijac201614407m4, sigradi2015_8.276x14, c3af, ecd0, 43aa, 26cb, d211, 87ff, 6864, 135c, acadia14projects_619ad, 3f5c, 837a, be5f, d650, 91c8, 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7052, caadria2015_072l9, sigradi2013_183v, acadia16_116r8, f734, ecaade2016_225j60, caadria2015_069p8, sigradi2016_625a, 7491, d76f, 3990, 9f0a, ecaade2014_153n37, 005d, 206f, ef6e, be07, 0a61, acadia14projects_579ay, 8a9f, 7787, 09fb, 8190, 1c79, 7d53, 17fd, e572, d411, 6412, 40b1, 4367, caadria2015_194p28, be04, d2cc, fe7a, 48bb, 6027, a087, 3893, c98c, 0bcb, c26b, 3f52, fef3, d6f4, 9110, bbfd, 11c9, 4904, db18, caadria2015_031o4, 991b, acadia16_106l8, fc27, ascaad2014_006u3, 1a97, a7fe, e4f5, 79a9, 4b05, 5136, 0990, 8b88, 5317, 5066, 6905, 7ae3, b2d0, 8262, 5f8d, c26f, 6972, caadria2015_170o25, 7d5a, acadia15_95h3, 1d3b, 4f07, 9a0c, 4a5a, 6a54, 7566, caadria2017_058m20, ac5b, 8406, de25, e584, e1a2, 0768, caadria2016_549m23, 1e76, 415d, a18b, 5895, b431, 6a0d, 7da3, 1f81, 0097, 39e6, 6c36, c486, 69ed, 863d, caadria2017_118g31, f843, 52eb, a32e, 9bbe, 72df, ad3a, 6030, 18e2, f747, f5f2, c53b, 65a4, ab44, acadia14_709ap, sigradi2016_510xx, c516, 35ab, ecaade2016_140s39, 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caadria2015_014m2, ff94, 2576, 7818, 8612, acadia14_427ar, sigradi2013_205, 16df, 1909, acadia14projects_177ah, df6e, 32ff, sigradi2015_11.166y25, 28b2, e035, 6dfd, ef2e, acadia15_513v22, acadia15_497h22, a4f5, 73aa, 95d5, a641, 40cd, ca69, f04b, 47f2, 3036, 5739, acadia14_199af, acadia14projects_699d, 2efa, a34e, 66c2, 2fe0, 0e32, b6b5, 63d5, 55a6, ascaad2016_004u2, 33f7, ceed, 6167, 3d60, 54a0, dbe6, caadria2017_074s23, 4c36, 84bb, f7bc, 18f1, d8fb, c18c, 5f3a, 32f9, ecaade2014_052k12, 26d1, acadia14projects_681aj, ef1c, a244, 9005, 2a32, caadria2017_145p38, acadia14_719h, d569, f645, 81a7, sigradi2014_293v4, e6a8, 8444, dcbe, 0d50, caadria2016_105c5, 6ba6, ff6c, sigradi2016_817i, 968a, ascaad2016_045i19, c297, e224, 5269, 6e18, 0adf, sigradi2015_sp_4.388b30, 4a57, 0c73, 626e, cabc, acadia16_260i16, 071e, 7dd2, d9c0, 6b31, 34e4, ecaade2016_104x28, cf88, a6d0, fede, 0bf8, 0804, 1d81, ijac201412406g9, sigradi2014_266k2, 47aa, 6d97, 46f6, 64c6, acadia16_244z15, 17b6, cc13, 7c88, e5a6, 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