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

authors Turk, Z., Cerovsek, T. and Martens, B.
year 2001
title The Topics of CAAD. A Machine's Perspective
source Proceedings of the Ninth International Conference on Computer Aided Architectural Design Futures [ISBN 0-7923-7023-6] Eindhoven, 8-11 July 2001, pp. 547-560
summary Ontology of a scientific field typically includes a taxonomy that breaks up the field into several topics. The break-up is present in the organisation of information in books, libraries and on the Web. An on-line database of papers related to CAAD called CUMINCAD was created and it includes over 3000 papers with abstracts. They are available through the search interface - one knows an author or a keyword and can find the papers where such keyword or author's name appears. Alternative interface would be through browsing papers topic by topic. The papers, however, are not categorised. In this paper, we present the efforts to use the machine learning and data mining techniques to automatically group the papers into clusters and create a set of keywords that would label a cluster. The hypothesis was that an algorithm would create clusters of papers automatically and that the clusters would be similar to the groupings a human would have made. We investigated several algorithms for doing an analysis like that but were unable to prove the original hypothesis. We conclude that it requires more than objective statistical analysis of the words in abstracts to create an ontology of CAAD.
keywords CAAD, Machine Learning, Clustering, Pattern Recognition
series CAAD Futures
email ziga.turk@fagg.uni-lj.si
full text file.pdf (260,445 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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6ad6, a64c, 9714, cf08, fb02, caadria2015_108n16, 2d55, ecaade2015_21t3, 103b, 1719, 39fd, d40e, ed46, 27f1, 4349, ecaade2014_146p33, 1845, 9607, ad15, a9ff, 27fd, ecaade2015_22m4, 756a, ce3b, 8f07, 51ac, 43c2, faa9, sigradi2013_244n, ecdd, 6a9f, 5d71, 1405, 2566, ijac201614306a4, d566, bc96, cb7d, 07dd, 31c6, 243d, 62be, 54f1, c6a6, 783f, 4373, f34a, ca01, 5185, 1b5f, 815e, b605, 79e1, 165f, f015, caadria2016_405p17, 27ed, ecaade2014_042l10, 875f, 7adc, 50fe, 436d, 3425, sigradi2015_6.151f8, 9f19, f450, 5f87, 91da, 6969, ecaade2015_13u1, e12a, caadria2015_061f7, db17, e408, sigradi2016_483ll, 7e72, 33f6, 74d9, 144c, caadria2017_104x27, 198f, 33f0, 3577, b8fe, eed9, d8a6, 8b11, 90c8, aa4e, fa30, ecaade2015_130c26, caadria2016_187r8, d73b, db24, acadia15_371n16, cb5b, ijac201614204r9, acadia14projects_101m, a7f3, 3a37, caadria2015_031t4, 13dc, 8ece, 4770, acadia15_371j16, e801, 1a33, ecaade2016_075w21, f06e, f15e, 7cd7, adc6, ecaade2015_37h7, 09d5, c1ed, 3fb6, 8156, 2441, 3d93, 78f7, 7011, 1af6, ascaad2014_028r7, bca6, fd4d, 758c, ecaade2015_271z59, a5dd, 96c5, acadia14projects_453j, ab20, 9548, 40a5, caadria2017_043e14, f94a, caadria2017_056k19, 8bee, 81a6, sigradi2016_590a, 1363, f426, caadria2015_156m24, 9ecb, fa41, 19fd, 9e76, sigradi2014_329b7, c589, e67d, ascaad2014_021x3, 526a, 8f78, 453c, b722, 91e7, 2dbf, 5380, 187f, 038c, acd5, 569d, ascaad2016_007p3, a530, deef, 2022, 2f4a, 3a36, 7495, aa27, 3328, 700f, caadria2016_651g28, 980d, 8cfe, b708, 2955, caadria2015_188b28, ecaade2014_194k49, 10a2, db71, a3ae, f3e3, 84b4, 18ff, 2f58, acadia15_417w17, 86d0, acadia14_135l, ed40, ecaade2014_070g16, 4fbf, 3013, 4761, 7e91, 84e9, c996, e11c, 92b3, 30d5, 2d2e, ecaade2016_225b61, 7dd2, c567, 475b, ecaade2016_072j20, 2535, ea3d, eee7, 0d93, 1814, dc0a, 2da6, 819a, bfaa, acadia14_301b, 6a9b, 9a08, 7de1, 1753, 4dbe, 43f7, 0d01, 699a, caadria2016_157o6, 7b72, 4813, c1f9, ecaade2014_143t32, eb98, bff3, 3a57, 38f0, b05e, 6a12, c3d1, 3daf, caadria2016_167i7, 7672, 7b95, d8ec, caadria2017_163m40, d113, fa97, ddfe, caadria2017_031g11, sigradi2013_326m, e8c3, 31d9, e38b, ceba, ijac201614305j3, 7e27, ascaad2014_029h8, 307a, 8a33, acadia15_223e9, sigradi2013_401k, 6401, ecaade2015_205a45, ecaade2014_035w8, ecaade2015_284w61, 52df, d8ab, 5c54, b692, sigradi2016_448z, d982, 629f, ecaade2016_147w40, acadia14projects_247i, ecaade2014_163e40, 3421, d1f5, sigradi2013_425n, 094a, ecaade2016_027c8, ijac201513202o6, 7c5c, 8b86, 5697, 0ace, caadria2017_002j1, 75cf, 2a0e, a7ec, bbe3, 1766, c04d, caadria2017_023v8, 6eef, 6f42, fc42, 552a, 2217, 06ce, 61f2, ecaade2015_206c46, 4aab, caadria2016_321i14, 48b5, 8b22, 7bb9, sigradi2014_284b4, 729b, a99f, 6b72, 11a1, ijac201412204a3, dc53, sigradi2015_9.152v16, bc48, bcc4, sigradi2014_128a1, 6b2f, 4861, 3cfe, c8c3, e392, 611b, ed87, fee3, sigradi2013_64a, 6e8e, sigradi2016_550k, 61b3, 1f02, d032, caadria2016_013u1, ecaade2016_015b4, ascaad2016_057x22, sigradi2013_359k, 5fdb, 611f, 9b00, eb90, f6b1, 041c, 7517, e3e3, 6904, e8bf, e6de, 0f81, 7085, b5a0, 0d7e, 977e, c910, 6e38, ecaade2015_138r29, 5d90, 7543, 6f15, dc88, 0c2f, ecaade2015_241n55, cc71, ecaade2016_089a25, 6af2, 7e95, 308c, ecaade2016_073x20, sigradi2016_809rr, 9fab, 1183, 1dbc, fc2c, f667, ab43, ecaade2015_119f24, ecaade2015_194d41, a16f, d5f4, bb04, 9e8a, 3dcb, cd39, 6426, c55c, 054c, 5c9e, ecaade2015_227z49, edda, 21c3, caadria2016_177w7, a2bf, c1cf, ascaad2014_035o1, 11e2, 706c, 1d5a, 6be1, a4cd, caadria2017_081m24, dcdb, b0af, 21bc, sigradi2016_627g, b7ea, 5082, 8f36, 919c, acadia16_488b29, e4df, c2a0, 4865, 7fff, 8fed, caadria2016_611s25, 8a7b, 2f3e, c6c0, f691, a1ff, 5f1b, f26d, a4e0, b292, acadia15_185i7, 8db6, 45c1, 4d9e, ecaade2015_284y61, e616, 9602, ecaade2016_013j3, 096e, 67e2, 51a5, caadria2017_070j22, 22b0, ecaade2015_61b12, 6206, 37a3, e61d, e9fc, f2bc, e33d, 4630, cbb8, caadria2016_517i22, 1dab, ecaade2016_182r49, 6a81, 1eb1, acadia16_280m17, 3fe1, 0f58, c5ee, 29eb, 9dd3, caadria2017_037b12, caadria2015_023y3, 608e, bd4e, 6799, ecaade2015_116l23, 39c1, 71aa, 781a, 5580, e09d, fc4b, ad26, 0d76, 2334, 41c8, 5c98, ecaade2014_218u55, c520, c385, e94c, 808c, ijac201412301s5, d26b, 1b70, b381, ea3c, 4607, 1732, ecaade2014_055z13, c40f, 6564, 22c9, caadria2016_713a31, 421f, caadria2017_086k25, ecaade2015_33l6, 3e56, ac4b, e1a6, 014d, 1fa0, 5f21, 27c6, 1a4f, ecaade2016_161y43, 9e06, 68f5, 5712, ecaade2015_205c45, 05b6, 7d66, 063d, 4768, ijac201614402z1, ecaade2015_278u60, 7853, ecaade2016_120j33, 440d, ijac201614201i7, ecaade2015_86f17, acadia14projects_177aa, b066, 916e, caadria2017_147u38, 4b6f, caadria2017_094s25, a7d1, 17ab, 5ca8, 0bea, 484a, ijac201412301d6, 6300, c4af, 2cf0, a94f, 3cd2, 932f, dae0, e89d, 4508, ef89, sigradi2016_815jj, 77d2, b02f, 674f, sigradi2013_271m, 4e58, ff53, eb0f, c486, 49e8, 2f35, 95b6, acadia14projects_267i, dc3a, f2c6, eb49, be25, 212c, 3200, 97da, 82b4, ecaade2014_089w21, c70c, 33fc, sigradi2013_327r, 4521, db4a, 5436, 9ddc, a677, 9226, 7829, ea00, 8684, e58d, d07f, 68d5, sigradi2014_345a9, 3a13, 451b, a84a, c200, fa5e, acadia14_357ax, 5ef8, ad4c, 77d3, 9d1f, de65, 001a, 8e6a, a27a, caadria2015_096k15, 3d39, 0c87, fea6, 7740, 3189, ijac201412303u8, 14eb, 5851, 2288, 62b9, 3905, ecaade2015_118x23, 5cc8, a2e6, b66d, f789, 9a20, c474, b637, 3fa6, d1f9, 9778, ecaade2014_168m41, 0d9e, caadria2016_809g34, e95f, 89a3, fb08, caadria2017_107x28, 006a, ecaade2015_298j65, 2a88, ecaade2014_052r12, 0297, 215b, bd93, 1463, sigradi2016_484zz, 13c8, c32f, ecaade2016_238t63, ascaad2014_032v9, be60, 3078, sigradi2015_2.162n1, 4b57, 0ee0, 9bba, 8b06, 19fc, 4ff7, ecaade2014_029a8, 9d5a, cfd2, 0553, ab0f, fa38, 72f3, ecaade2016_016k4, 256c, 4c5e, 5759, 9f93, 327e, 2a93, 7795, 1137, a0d0, ec32, b263, 105a, b082, fc54, 2995, 7354, 2ebb, 67e1, e6a8, e78b, ead7, 17c6, 88b3, 880c, 32fb, sigradi2014_329x6, b146, 5e38, ecaade2014_155a38, 14fa, 693d, 6e0b, caadria2017_041b13, 5d4b, sigradi2015_8.27n10, 7c7e, b70c, acadia14projects_347aj, 0478, b1f0, a46e, cb1b, 7aa9, 0780, 155a, 8096, ijac201513203s6, 357f, b3ee, acadia14_445aj, f01d, e820, ijac201614405e4, caadria2016_239e11, 9f78, fd48, ascaad2016_017f7, 2501, ijac201513201x5, b7c0, f458, 8216, abc7, 4b7a, f4b6, f0f8, 9c9d, caadria2017_029t10, sigradi2014_339c8, b094, bd72, 073c, 4de8, ecaade2014_112l26, ecaade2014_071x16, c83c, 4fe4, ecaade2015_115c23, acadia14projects_671v, 6b8b, 57c2, b728, 8902, b389, 4092, 0077, a6ff, 91cd, 40f8, 0977, 725b, caadria2017_127c34, cb5d, d7f3, 2a4d, fdf0, bc06, sigradi2014_049e5, bdf8, 40e8, 9ec9, 1ce2, 1fdf, 6c60, 5e49, caadria2017_016o6, sigradi2014_045e4, 12c1, e619, 4a3b, d898, 5025, bb73, 279a, 9a7c, sigradi2014_049i5, 565a, b0e6, 75e9, 4287, 5e10, caadria2016_177z7, b4b4, b6d9, 0312, afe9, ce2c, ebd6, bf90, 85ed, 3f7f, 0794, 5dd2, c8d6, ecaade2016_154l42, f666, de09, 5bad, acadia16_54t3, caadria2016_871l37, 945b, c8a6, 0556, 5ad1, eb80, 8045, 1bc1, caadria2015_237i35, 36d3, f106, caadria2017_086m25, caadria2016_405e17, cc02, d684, 77b0, c5e6, 10d7, 270d, facf, ceee, ijac201513101m1, 5c9b, 20dc, 2089, ecaade2016_121o33, 3848, 0ebb, acadia15_81s2, 6ee3, c94e, 1946, 2c53, 7f4c, ecaade2016_mrtw65, ijac201614405b4, 0c23, ea1f, 3900, b859, a832, e5bb, 2326, 98b8, fcc8, ecaade2014_149l34, 3fd4, 4f6d, 43af, 4e3e, 7643, ascaad2014_025n6, 8a01, 1a01, 2f9f, a687, 16c5, caadria2017_033o11, 7272, sigradi2016_816rr, 26b0, sigradi2014_128g1, 183e, df0f, 0336, d040, f203, f5cf, d088, 8a92, 3a69, 1486, a60f, ecaade2014_233x59, aa55, caadria2017_124c33, c8d0, 1035, ecaade2014_112g26, 5f1e, acadia14projects_473af, 4fb0, 86a5, 2a6a, c504, e583, f4fe, acadia14_709al, fe28, c70e, 98db, fb43, f8c8, 3dea, 5e68, b362, caadria2017_122x31, 4065, 212e, 93cd, acadia14projects_565ac, 0620, 9901, c01b, ecaade2016_242k64, 9087, 7720, 0028, 798f, 056e, acadia14_565n, 1d1e, f98a, caadria2016_187x8, 881b, 2738, 84cd, ascaad2014_014i7, b846, ecaade2016_091k25, b169, e937, acadia16_214k14, ae98, bd7f, acadia14projects_177ag, fb3d, a623, d74d, 5a3a, fbbb, 38d2, a03b, d423, cd2b, e94e, 24dd, 0160, a303, 3f7d, caadria2017_129a35, 51c0, acadia15_395c17, 4d54, 94ed, sigradi2015_8.41v10, ecaade2016_139c39, 5c56, 36b7, 3354, sigradi2015_12.297n28, acadia15_223i9, 8dd5, e365, c091, acadia16_394j24, 1bc7, 49bf, 1ae5, ac8e, ijac201614208x12, 7eca, 0365, 458d, ffcb, fdd5, ijac201614302i1, c191, 1a74, caadria2017_054c18, 7a6d, 944c, ijac201412303p8, fe09, ascaad2016_028b11, ecaade2016_037a10, 7b9c, 41da, b47c, 08d0, 8210, 0e61, 3321, bfb7, ijac201614103o3, 3344, 5227, ascaad2016_045f19, 3a27, d836, ijac201614203p8, debb, 2110, caadria2017_051n17, 424b, ascaad2014_010l5, ecaade2014_240s62, f5ae, 322b, 9c7b, a128, 9199, 61fe, caadria2017_052t17, 31eb, 8390, 2d05, fe96, fd73, c60e, a479, ccdb, c087, 60a7, d560, 16fc, b01b, ijac201412403z5, e425, f639, 5b3b, 0913, a1e5, f785, 1919, ijac201412303t8, 0159, ecaade2015_61m12, 00ab, 0d4e, 37ab, 2013, ecaade2015_178k38, c886, a96a, f1f9, 31d7, ca77, 65ee, c2fb, 639a, 624c, ecaade2016_193n51, 97dc, edbc, b915, ecaade2014_113n26, 970b, 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8a91, ecaade2015_199w42, caadria2017_155t39, ecaade2016_120c33, 2a0b, 6758, 51d4, 6bd8, 4de9, 79c5, b5b0, ecaade2015_233g53, ecaade2013r_008o5, 6392, sigradi2015_10.74m18, 91c1, ascaad2016_045g19, ecaade2015_158y33, c720, 5526, 6428, d94b, 9c1c, ad1e, sigradi2016_385uu, ee83, 9f06, 22f3, ecaade2015_200t43, 6804, acadia14projects_145ad, bc51, fbf3, 529a, c034, fdd8, ijac201412408a2, 35e5, 55ee, 50d3, 6fc1, d6da, 77ce, 149b, b866, 1216, f572, a2c4, 5693, f78e, 97ac, 08a4, c09d, ijac201513105b5, 644d, 51ef, d462, 0b85, 3ec5, sigradi2016_752yy, ed5e, b022, caadria2017_110e29, 55f3, ecaade2014_020p5, c859, acadia14projects_135y, caadria2017_118l31, ae9d, 1a30, c135, 4f85, caadria2017_057z19, 6ce9, caadria2016_291a13, e44b, ecaade2016_077n22, ea3e, 17be, ascaad2016_044w17, 9552, ade6, f88c, 935a, 6671, 984f, 0f03, ijac201513303b11, 9159, 6278, ecaade2015_207e46, 90c4, 2a56, bb89, 653b, c3ae, fc7f, 7258, sigradi2016_440gg, f600, ascaad2014_014c8, bf63, a279, 6020, e253, 7598, 876c, 2ba2, 06f2, 1d25, b2f5, 5b2b, 4ec4, c588, ecaade2013r_002a2, 3626, ecaade2016_025c7, 3382, ijac201513306c13, caadria2017_142m37, da30, 4beb, acadia14projects_23u, a8d2, ddcc, 88fa, 210e, ac7c, ecaade2014_149k35, 8a80, caadria2016_405a17, 5d87, 0ddb, 821d, 67a7, ascaad2016_039m15, 4100, 1f1a, 5467, 549e, acadia16_12e2, sigradi2014_232z8, 907d, 1b37, f26a, c96f, 4f59, 4083, 3a9c, 6f66, 920e, 4616, 8ce0, ecaade2014_176y43, 0ce5, ijac201412205f4, 199f, dfbd, f19f, f99b, f782, b23a, 37b4, f370, 5796, 9462, sigradi2016_815ll, ecaade2016_166n47, 81e5, acadia14_549r, c6d2, 31ef, 0601, b923, 1238, a03c, 535f, 5e21, b968, 524d, sigradi2016_642kk, acadia14projects_357av, 2b18, ecf8, 4f2a, 4217, 8a5f, 3fc1, 30e9, ecaade2016_067v16, b89c, 4c1d, 7019, f36a, acadia14projects_189ao, fd8a, 0e38, acadia14_555f, 6af9, 60b4, 2130, e057, d9af, acadia14_101au, sigradi2014_048v4, ecaade2016_190s50, 2f93, c1e7, a039, d3ca, 2ec6, ba43, 3cf3, caadria2017_051z16, sigradi2015_6.42t7, b645, 0393, caadria2017_095i26, 6d20, 88ab, ascaad2016_031j12, aba3, sigradi2013_30d, sigradi2014_265s1, e7a3, 8f17, 32ae, 7c12, 592b, acadia14projects_145s, acadia14projects_627ax, acadia14projects_445ag, fef7, e8d6, deae, caadria2015_086n13, 542d, 35e6, caadria2017_094x25, 446b, a0bf, e439, 86dd, 3e12, 68e3, c5ff, b0f7, b393, acadia14projects_463t, 2926, aecd, dab0, f86f, 4d02, ascaad2016_029y11, 284d, acadia15_407o17, sigradi2014_289h4, 4730, b4b6, fd58, 631c, b4da, 3040, e5b5, cbb6, ecaade2015_293d64, sigradi2013_285a, e621, 2fe9, fd67, ecaade2015_138n29, sigradi2014_172z4, 0682, be7b, d6d0, 9d0e, e95d, 0044, da00, 99b7, acadia14_43an, 2da1, caadria2017_113v29, 2716, f7ce, 1d3f, ecaade2015_129v25, caadria2016_767v32, 9138, 1ce5, d31e, 158d, acadia15_431o18, d366, 7c8e, d900, 0374, a0af, ecaade2015_215s47, aaca, e0a0, ecaade2015_138p29, 2a74, ecaade2016_185g50, 07be, a6a4, e9ee, 4158, 8700, 8da5, f946, 2bc4, sigradi2015_8.47e11, 360f, 3dee, 2b2a, ecaade2016_222w57, 5782, acadia14_33ah, a3b7, 252d, 4f42, sigradi2014_345t8, 7154, 316e, 38a7, f4be, 8ebc, 6776, d621, 3fe5, 47bc, fea9, 21ba, bf34, f7c6, 92ae, sigradi2014_263k1, acadia16_432m25, a6af, 9188, 4e2c, 2c4b, 0618, bde5, 90ad, ecaade2015_229w51, 6951, 4e7c, 15c6, de25, 6817, 055d, sigradi2016_590n, df70, 41e0, 1eed, b30b, b74d, d24e, 4b20, 39af, d06a, caadria2017_086n25, sigradi2013_43s, cc88, f804, cb3b, 959e, caadria2017_136o36, c1f4, c76a, 360c, f4ed, ascaad2016_040d16, a097, 1626, aa42, fccd, caadria2015_105g16, a009, ecd3, caadria2016_147f6, f50b, 70be, da84, 0f9f, f429, e04c, ascaad2016_059l23, ijac201513206j9, sigradi2014_137j2, 38cc, 9554, 116d, 2115, dc10, 59b0, 5fc0, 7a70, acadia16_164x11, dc04, 55e5, ijac201412205i4, a8c2, 089b, 08e2, ec8c, 917d, 4a87, cac0, 4d88, acac, sigradi2015_sp_8.326d31, c0a5, 9def, 2951, ecaade2016_111o30, d480, dcc4, ecaade2014_217i55, 9290, 8c47, sigradi2014_330j7, 83f1, f940, 87e3, 57b2, a628, 5972, acadia14_43as, 4fec, aac7, 445b, 6272, 6b1b, bd3d, 40ad, 423d, 814b, 3f41, d605, ijac201412302h7, 3dfd, 5a0b, 3bac, f679, 84c4, b154, acadia14_375ax, e4b4, b74b, 6aae, caadria2016_517d22, 2b76, 3e29, ijac201513302n10, 173c, b3cd, 1c44, 8f6b, 7af1, 399f, d0e7, acadia14projects_375o, ijac201614208t13, caadria2016_301g13, 6df9, 459c, 4efc, c41c, 0f48, cc17, 5387, sigradi2013_10c, 9c89, a252, ijac201614309g6, 27de, sigradi2014_303g5, dbcc, 31e4, ecaade2015_103o20, ecaade2014_060x14, 37ba, 1663, sigradi2015_10.138d19, 627b, ecaade2015_211a47, 89f2, 36ec, 54d4, d47c, a029, 6ddf, 3789, 0f64, 64d3, f413, 0a01, b886, 2b0c, fdef, 51fe, 9b86, 0910, acadia14projects_199af, 37a8, 7e45, ecaade2014_132b29, b623, b802, 1fa3, 1751, acadia14projects_565s, fb4d, 1da5, 8698, ede4, ijac201412204e3, e5b0, sigradi2015_sp_10.311k31, 8bb9, acadia15_57e2, c88b, acadia15_47h1, ecaade2014_140i31, sigradi2013_326, d422, acadia14_145u, 8ca9, bf94, 1565, ijac201513201f6, 9c53, 06ee, caadria2015_108t16, 17fc, 06a2, 9e6c, 707c, caadria2015_102z15, b0f6, d950, a4eb, 55bf, 2b92, cf05, 0032, 1f94, 2914, 2fe7, a317, 4f8c, 386d, cd6b, 7b02, a401, be3c, f960, 48ad, 2410, 0cf0, f57e, 9dda, 1e46, d0a4, cb85, 782a, b736, 7fae, ecaade2015_18w2, 5b1c, 62e4, caadria2016_187e9, caadria2016_415v17, b7a2, fc9f, b6dc, e420, ascaad2014_007y3, bb4e, 7477, a5c7, b167, a12b, f8e2, e497, 3068, c8d8, caadria2017_174x42, ff65, 56aa, fe08, 46fe, a6c6, f6ae, eec7, b454, 17ee, 23a7, 947b, e298, 1516, 827e, 4bdd, bb28, cd49, sigradi2015_11.34u23, 8326, 2278, 8135, sigradi2015_9.152s16, ed82, 9ef7, adaf, 8891, 5db8, 17e8, a7b9, ijac201614406h4, 4014, c65d, f241, acadia16_332a20, 1a37, 7396, a97f, ijac201614301a1, 208e, ac1c, a197, 32e4, 9b39, b882, caadria2015_111f17, 39f7, cfec, 06bd, d55b, 266c, 1da2, 74a2, 4fbc, 539e, e11e, 6d97, d093, afcb, f983, 1c42, 214f, 9403, sigradi2014_227l8, sigradi2016_428l, 4b7e, 7052, 8852, 309e, 963f, sigradi2015_10.267s20, sigradi2014_095j8, 8b4b, a61b, 5f9a, ascaad2014_005p3, 6957, f701, a96c, ascaad2014_028o7, 3525, acadia14_23z, c3e4, caadria2015_049a6, ecaade2015_215d47, bddb, 8bb0, 0760, f788, 8eba, acadia16_440w25, 417c, ecaade2015_286x62, 3941, ecaade2015_298m65, 593c, 942c, dcd7, 5a25, ecaade2015_317d69, 8337, 11d2, e374, 1afa, 86f5, 9cdb, ff2b, b759, 3e04, caadria2015_156o24, 4489, ijac201412407t9, ascaad2016_003b2, f9e6, 566a, d634, caadria2017_051o16, 2eb0, caadria2017_149l39, fff2, ascaad2014_003u1, e1c3, dc7f, 8b0e, dc0d, 23a8, ecaade2015_161g34, 9d66, 380e, c226, 41a8, 057d, 4c74, c0d9, 98b3, 2fd8, 9e0d, c714, ascaad2016_033g13, 6b79, ecaade2016_099n27, 2a66, 70fb, 8f77, bdcd, 0ed9, c50f, 4cd6, a4cc, ecaade2016_213m54, 0b7b, 25b9, 30c7, 57f6, 7a22, 5c04, 9ed9, fbfe, acadia14projects_619y, c901, 2cb0, ecaade2016_065x15, 1895, sigradi2016_530gg, 2b1c, 9f6e, 651c, acadia16_352g22, 52ff, 9746, 1171, 298e, 9fca, ecaade2015_324x70, b76f, d091, 1619, 1e0f, b47b, 98e0, cefb, 3c51, sigradi2015_8.186c13, dd5d, e8a0, ijac201614403u2, 4230, f646, 5248, e0de, 79a1, sigradi2013_429a, ecaade2016_083c24, ijac201412301e6, f204, 5c59, e950, acadia14_579h, 9749, f83d, ascaad2014_003r1, cfb8, a810, 255b, 3e95, f9eb, 98ac, 6013, 7036, caadria2015_109d17, 44cf, 6ec0, ascaad2014_004n2, ijac201412302o7, 8df5, 009c, a876, e567, e6d9, 0ffa, 191b, ecaade2015_136p26, ddbe, b701, f1e1, caadria2015_031r4, 7fca, 309f, 4df5, 3079, a868, ff66, ijac201614208m13, ed10, b75d, 4664, 0240, sigradi2016_815nn, acadia16_344a21, acadia14_135y, e109, b270, acadia14_647az, acadia14_601ae, ecaade2016_089w24, 2190, bada, cf00, d855, 4bc0, 78da, 15b2, 3133, f27e, 21a7, 0a2b, 52dc, ecaade2015_279z60, ecaade2016_077t22, sigradi2015_4.219b7, caadria2015_014p2, c5f7, 1c50, caadria2015_213m33, 772e, bedc, 11af, d43e, aa1a, d624, 24ea, 08a1, fa39, 71fd, dce1, ecaade2014_206v53, 96a7, 0743, 75ab, 7455, 2b1d, 63d3, bcf6, 3e2f, 640d, 6dd1, 2bbd, ascaad2016_027v10, 75ff, 20c0, 2176, 02f0, ijac201614203z8, 3b1f, f91b, 1dba, 35c6, cc9a, 2440, e45c, 36fe, 1a7e, 1bd4, a8d4, 0707, 4cff, 8508, ec79, 64c6, ccee, 4f1f, ecaade2016_098d27, 3f2a, 52b2, cc0b, df55, 48c1, ecaade2016_073e21, b609, 7d2e, 1b04, 7bfc, 6ed5, 13a9, 62d1, 6d95, cf9b, fbe5, 9b08, ecaade2016_063j15, a125, c86e, sigradi2015_6.366d9, bf9e, ijac201513201f5, c428, ebf1, e7cc, 1741, 310b, 4a71, f1f6, b4ae, acadia14projects_589l, ecaade2015_138i27, 5e9a, dbb4, sigradi2016_814f, caadria2016_033t2, ecaade2014_233j60, f52e, 6d1e, c853, 9702, ff45, 2dc5, acadia14_699n, ee8d, 58b9, caadria2016_395w16, 8e60, caadria2015_226v34, 5070, d600, 8d93, e654, 4c48, ecaade2015_241y54, 53ca, ecaade2016_230b62, bea0, bb48, ecaade2015_61g12, 33ba, 4b33, acadia14projects_177z, 3df0, 19e5, d064, caadria2016_177g8, caadria2017_105j28, acadia14_23ab, 67d6, 3d0c, acadia14_453h, ijac201412408r2, 11e4, 2aa1, 5800, 2fda, ecaade2016_243v64, d6cd, 97d7, d99e, ecaade2016_065a16, 786a, 5cd6, b1cd, 4c90, 106e, 0d1b, caadria2017_185x44, 4bd9, caadria2017_190l45, 8b51, 52a1, 5145, ecaade2014_130w28, acadia15_95c3, 6060, dbf7, b152, caadria2016_457h19, ecaade2016_166e47, ae46, ijac201412401c4, 1201, 2e80, ascaad2016_042y16, sigradi2015_10.138w18, acadia14_601x, 7043, 74c0, 6d12, 9318, 7fdb, 9a07, 0b48, 05ce, 2e29, 030c, e264, d7cf, 8e12, ecaade2015_171j36, sigradi2016_814s, ijac201614302t1, 984d, caadria2016_343g15, e865, ascaad2016_013e6, fb07, 57b9, 53eb, e526, 112e, b62e, acadia16_280d18, d466, 088a, 0559, e33e, d12f, ijac201614208e13, sigradi2016_732c, f3f7, 5877, ecaade2014_140c32, caadria2016_829b35, 430c, 56a6, 9dc7, 50da, 97ea, 76bb, acadia14projects_699j, 860d, 5583, 7202, ea0c, f958, caadria2016_579i24, f98b, 8ceb, ae1e, 981f, e4d1, 5ace, cd0f, ecaade2016_067j16, 4690, 7799, ijac201614403d2, 191f, 094d, 9881, ecaade2016_094t25, 6ae6, 1e02, acadia14projects_357at, ecaade2015_109u20, ascaad2014_024t5, a599, sigradi2015_8.27o10, ijac201513303v11, ascaad2014_015v8, a338, ecaade2016_210e54, 3e55, acadia16_12g1, e426, ecaade2015_144z30, 0d45, 9ea4, ecaade2015_173f37, ff14, d023, 7e71, 26a3, 6d14, 532c, 6c59, 237f, e0c5, ecaade2014_168v40, bba7, ecaade2014_140u31, 8840, dee1, 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9bbe, ecaade2016_154y42, ecaade2016_118e32, 6255, 6e98, 8129, f087, fd1f, 4d26, ecaade2016_144i40, caadria2017_085c25, 9b8c, aea5, d87f, sigradi2015_11.165j25, 6b3e, 6d4e, 7ad0, f219, 0541, 3203, fb59, ecaade2016_072m20, d8f9, 8e0d, ecaade2015_138o29, 028a, 7d3f, 1abf, a55c, 6e0f, acadia14projects_23aa, sigradi2013_275f, ecaade2014_086r20, acadia14_435ar, 1169, ecaade2016_128l35, 999c, ascaad2016_038u14, 7e63, 63ee, caadria2015_185j27, 7b6b, 5ca0, caadria2015_209x31, 1e6e, 666f, c8df, a3f9, 4f58, 606c, 0fc9, 9ef5, sigradi2013_91, b638, b20a, d8a7, sigradi2013_234f, c6e0, 25d7, 905b, e416, 1e97, b6bb, bee1, 8ab7, 6611, 9393, 3006, e48a, fbc7, dd39, 9aee, 955d, 29e1, 0330, 460a, df6a, 14ed, sigradi2014_099s8, 02d9, ijac201614407y4, d58c, 02c3, sigradi2014_109f9, b55b, 34ca, 6ce7, b7e6, ecaade2015_155k32, 150a, d3b3, 363f, ijac201412304z9, 33c0, 6d7b, 3574, 8f29, e0d1, 6556, 9456, 29af, a566, 4f6b, c29b, d61a, 98b0, f6c8, 5437, a0f7, 20fd, 44e8, d95a, 459f, 4acb, ca27, 1337, b0b7, ebd5, ecaade2013r_013z7, b941, e46d, d043, e779, sigradi2014_109j9, d9c7, caadria2015_087j14, ecaade2014_173n43, b9f1, bcfb, caadria2017_003z1, ecaade2015_35s6, acadia16_34c3, 37d1, 8169, 3675, sigradi2015_11.34v23, 4de6, ascaad2016_045c18, 6a84, 95bc, ecaade2014_176f44, afd4, dde7, fcd6, d117, e692, 48bd, 6b43, 9ae1, da2f, 3903, 2643, 54a2, ad11, 3474, c662, d96f, ascaad2014_025h6, 4626, 6c4d, ascaad2016_025l10, 76ba, ecaade2015_13k1, d354, acadia14_339x, 4473, d221, 8cbc, c359, 05fb, 40d3, acadia16_344m21, cab7, a581, 7725, 475d, 2b17, 5a63, ecaade2014_066l15, f9d1, 56af, f9df, ascaad2016_038t14, f182, ascaad2014_035p1, fd46, 5599, a0fa, 2d14, b9ae, fba1, 24a9, 265b, 7aeb, 58e2, 96ac, ecaade2016_094n25, cde8, b952, d976, 7091, ecaade2014_031t8, 23c5, 1a78, ecaade2015_53a9, caadria2016_281c12, 7e12, c008, ecaade2013r_016v8, 273e, 9a51, 560f, 34e9, ca51, caadria2017_155m39, caadria2017_124p33, c9f0, caadria2015_213l33, 642f, e0ad, acadia14projects_463a, 2baa, f248, 5993, 5334, 1c31, 5750, b82f, 86dc, 0dd6, a8f2, 98e4, c610, 3dcc, ijac201412404h8, 789f, 2577, 26d6, cfe0, caadria2016_703k30, 565b, caadria2017_048l15, 73c7, 07f5, 9814, 2b3c, ascaad2016_020v7, acadia14_365ad, b197, 7553, c840, 51c6, 2d1b, acadia14projects_339av, 0fee, ascaad2014_034j1, 17b0, ecaade2014_143u32, a2f7, sigradi2014_178r5, a97e, 1480, 37c0, ecca, 933a, 508f, a249, ecaade2016_175h49, fda5, 9ef6, 7af7, cf10, 1577, 8cf2, e47c, 5579, 823f, e4f3, 1844, 7901, sigradi2013_194l, 361a, ada1, c2c3, f1e8, 698c, 7049, fd6b, 447d, 30d4, ecaade2014_194c50, 9997, 05ea, 5ef3, ecaade2015_113n21, sigradi2015_10.250j20, f490, d5d7, cb79, 1459, e8c6, 90df, e9a9, 355e, 7c38, b8b1, 20ef, 1e77, 3b0f, cd4d, 3dd6, 8b43, 5a5e, e9cc, 20c2, 4abe, acadia15_357z15, 85a9, acadia14_317r, acadia16_270d17, 1aa3, 7ada, b166, 702a, 4907, da28, a98b, 2491, b1eb, b3f2, caadria2016_611v25, caadria2017_051i17, ecaade2014_204f53, 866e, 8cb2, 825b, fe43, 341c, f0cd, bed7, 0ea5, acadia14_43al, ecaade2014_088b21, 2c61, 8949, 965f, 5d5f, caadria2015_210j32, cf49, acadia16_12i2, ecaade2014_113x26, ca5a, 276d, ecaade2015_221s48, 65b2, ecaade2014_084l19, a9b7, 8b8c, acadia14_399al, a6ef, 6735, 8f7f, 1eec, 1aec, ecaade2016_203k53, e5d7, 3a45, 056a, cba8, ascaad2016_004i2, 3001, acadia15_451v19, b7e7, c2b4, f658, a7cc, 4012, a24a, f562, 9786, 2a15, 0b58, 5a2b, 8577, c304, 26b1, 5ec1, aa3c, cdd0, 15f3, bbd7, 595f, 187b, a232, 8f53, 9f36, 53c1, 1287, 1f01, 0d5e, ecaade2015_233i53, 0740, 1a9f, acadia14_681at, c3d2, 054a, sigradi2013_390c, f001, c3c7, e63d, 086d, acadia14_145y, c822, 6f96, a90c, ad7f, 321b, e21f, e6a5, 0c67, acadia14_655ae, 3f99, 006f, 5a11, ecaade2013r_003t2, 59f8, caadria2017_069b22, ecaade2014_225l58, a296, ffec, 33e8, b705, f350, 86cf, caadria2016_725j31, 2949, sigradi2016_685oo, acadia15_395g17, e5ae, 7dce, c19a, 918f, e2c7, 5c1f, ecaade2013r_008j5, acadia16_344e21, 3402, ecaade2014_218y55, 8e95, b60d, 5675, 7e8c, ce21, 1e11, ecaade2015_301x65, 8e02, 9ad2, ae01, 3cd8, 95c2, sigradi2014_032k2, a49a, f324, b39a, 3c16, d973, 34cd, 1910, 6734, acadia14projects_63ae, ijac201614105d5, 1045, 52d5, 865d, aedc, 8749, d059, 6e8a, 6aa2, 77b1, caadria2015_033e5, c3cd, 0cc3, ead9, ecaade2015_164u34, c0c3, 2f6a, 0d08, db96, 429d, 5466, a4a6, 517a, 4bbb, 7fd1, sigradi2016_443zz, 2952, 53dc, 52ba, 4a98, 6726, caadria2017_016c6, aaeb, 343d, 63e0, 6e58, abd3, d654, d86d, 9fa1, eb92, ecaade2014_168s41, 74e1, 7618, ffb3, a5d7, 660f, c242, e84b, acadia14_517m, 2de9, 4e5f, e5ab, 5460, caadria2017_127d34, ed9d, d291, e456, acadia15_443w18, sigradi2014_169t4, b7da, 2dc9, b8e8, 9bf1, 3f00, eb46, caadria2017_055l18, 7c8c, fb19, 34d9, b1ed, df33, 6f52, acadia14_565y, sigradi2015_3.268p5, a6e5, d4cb, a882, ecaade2015_227y49, ascaad2014_009i5, a3c9, 1bc2, 4975, 78c1, 6ba5, d49f, 982e, 5b74, 3c2d, 19de, 3395, ijac201614206x10, c55e, a72e, 00cc, 5970, 2fc1, ff2c, ecaade2015_287m63, acadia14projects_427ar, 1df1, 9642, 73b9, 2fbe, 38c8, 41b9, f9e7, caadria2017_189g45, 5ddb, c4fa, 51bf, ecaade2013r_013y7, c329, 95f1, 10af, sigradi2013_28, 0bc1, a3c4, 157f, f87f, 9ae6, ecaade2014_187g48, acadia14_43ak, sigradi2015_8.264g14, 5074, e037, 987c, 7235, 3817, 6fd9, bff6, dbef, eb9f, f1a8, 3884, d808, 8e44, 8dad, 5b33, f909, d445, be3d, 98cd, b250, 71f0, 0ab5, 3507, ecaade2016_046s12, 3a80, cbda, 5be4, sigradi2013_275, 4e26, 55ea, 2e53, e0b9, eefd, 89aa, c9cb, 26f6, dae7, ebad, 01a8, e6e0, 862f, 9e66, 670c, 9a5d, d45e, caadria2015_203d29, 9a22, be8c, c140, ecaade2014_167m40, 4c53, 528f, 0be3, 3369, c785, ecaade2014_173j43, sigradi2014_303e5, 98aa, 48e7, c6dc, d2f1, acadia14projects_609ad, 4cda, 5828, 046a, 5a8c, a765, 29ad, 9ba1, e2da, 55a8, 578a, caadria2015_218s33, edcf, 2c9b, ecaade2014_153r37, 33d4, 1e06, ijac201412403m5, 69d9, ijac201513305u12, 7c21, db4f, ecaade2015_237w53, 9a61, 5476, eade, 7101, ee80, 4177, 6015, 166e, 8b58, ecaade2014_188r48, 85f6, c7b1, 5b1d, 8ee4, 07c7, 1706, a319, e6ee, 1c26, 5217, 8f81, ecaade2015_21u3, 77b8, ed30, 9027, acadia15_223f9, b25c, acadia16_116p8, 42ce, acadia16_344j20, ecaade2014_237z60, b733, c4b1, f212, 4777, 348e, 39d4, sigradi2013_226, d26d, a1eb, 3c5a, ecaade2016_042p11, ascaad2016_012p5, 5b01, ee8c, 77d5, ijac201614301c1, 8b29, 7742, bfee, 1ada, 24b7, f532, 7f48, acadia15_483b22, e610, 293c, c8bf, 020a, 4a6b, 7851, 98bf, eaec, e7b8, ecaade2015_196o42, 2c1d, bf0f, 569f, deaa, acadia14_549z, 6a1c, c9c8, 328e, acadia14_479l, ec1f, 71d5, a6c2, 129e, 170b, e023, e705, 8a03, ijac201412405j8, caadria2016_147i6, ecaade2014_096v22, 5ff0, caadria2015_203i29, 3ff1, 6ddd, 927e, acadia14_409o, 5b0d, e55d, e566, ebb1, a24f, ascaad2014_014t7, fd96, acadia14_153h, 2b9f, da41, bd71, 405d, 9c7e, 85da, c14e, ecaade2013r_014e8, 9ce9, b2a3, 7095, 82bd, sigradi2013_429h, f2eb, 04db, 7c28, b8e7, 09a4, 7f63, ecaade2016_096o26, aba2, bb19, ascaad2014_022o4, de44, 8355, b2c7, 0c5a, ascaad2014_013x6, 921e, b7b2, aaef, 67c9, cda1, 5152, 87d5, e367, ecaade2016_055j14, c03a, 5b10, 4a00, 92a9, d991, f8ec, e740, 055b, 753d, 224c, 9662, 436f, ff56, 3b9f, ecaade2014_029x7, eb69, 27a6, ecaade2016_048a14, 4fef, ijac201513303u11, 6fec, ebbc, 5b93, 3b92, de61, 91e0, 3dad, 81a9, d2f6, fe31, fa2a, 98df, acadia15_251i10, 7010, 33c1, 2ef4, 9a58, ijac201614102x1, f2f1, 2061, 92c2, 04b0, 3e16, 7656, 2c96, ecaade2013r_001b1, 70d5, 3f5f, ecaade2015_170u35, 24d1, 7110, a723, 3a61, f54e, 60ff, a25e, e712, f869, aaad, f167, 0208, bc65, 2324, 1a34, b5ba, 3101, 0f41, acadia14_589j, ecaade2015_325e71, ac9c, 616f, 9a96, 4d5a, 8a1b, ecaade2014_215w54, 32d8, ab71, d9e9, caadria2016_445x18, 5196, e64c, 13cf, e21b, ecaade2015_22p4, caadria2015_065y7, 847a, e92a, a29c, 206e, f3a8, 1097, dadc, 84ab, 32f4, a208, fd1c, 2040, ed3e, 97b2, 4e45, 2d59, 1aa8, 3dba, sigradi2016_375e, caadria2015_081y11, d759, sigradi2014_282m3, a286, 3593, ecaade2014_127p28, ecaade2016_075x21, acadia16_224c15, 7f7d, 0c54, a2a2, 79fb, 872a, ascaad2014_015z8, 0a12, fa01, 9732, 5a06, caadria2017_175j43, ijac201614305h3, d70b, a399, 8fa6, 12e2, b2a0, acadia16_206j13, 41ed, ecaade2015_61x12, a028, 9bc2, caadria2015_054k6, 13bb, b448, 8f92, d7c6, c7d0, sigradi2016_595oo, 3064, 5fc5, d974, f1a5, 058c, 4df9, 14db, 1c06, 809d, 13e5, 4b14, 61e8, d546, ecaade2014_024j7, 291f, 366f, 86f3, caadria2015_208v31, ecaade2014_108c24, ijac201614208j14, 2cb6, 9998, df61, ff7b, 0b0e, 97a9, f6d5, 5987, 15ef, ea1b, acadia15_57p1, caadria2015_178z26, b037, acadia14_347ak, 12b1, f1a0, d763, 6c0f, 097d, 1164, 986c, a336, b16d, a386, d264, 4e8d, 7d62, 19f9, baaa, ecaade2014_149f34, 5483, 7ab1, 09db, 695b, ijac201412204m3, 17dc, ascaad2016_028v11, abe9, 891d, b0ae, ijac201614206c11, 5e00, 12b4, 5bfa, 047d, 87b0, 54bb, ijac201614204i9, ecaade2015_227f50, e34d, bd4b, d38c, 3bc0, 568e, f63a, ecaade2014_095s22, ade0, 3c30, 93d8, bd32, 8cbf, a1b3, 52d7, b0be, b4d3, 27d4, 2cb4, 63f1, ecaade2013r_009h6, caadria2017_183n44, sigradi2015_6.183l8, ecaade2016_222y57, sigradi2015_3.345v5, 3f51, ecaade2016_011b3, 20ec, bb5a, 66af, 6175, 1982, ecaade2015_138d28, 81ad, 9b96, f356, fb55, ecaade2016_127b35, caadria2017_183i44, 6675, 7ec3, 109f, ecaade2015_269r59, bf87, 07cc, d385, 72f1, 81ac, ijac201614102a2, ed06, ef7f, efec, aeda, a98f, 0643, ed23, 83e7, ddd1, b9b4, 5c81, ecaade2015_180r38, 5378, b565, 1184, a00f, 58c3, cc99, 4d1d, 3fe3, 3704, d49a, 18be, a89a, caadria2017_109w28, a299, 6443, d2b5, 57a5, 48a8, 0a2e, ascaad2016_019t7, ea25, 91ea, bfca, c667, f554, fb7c, d175, 56a8, eb51, fafb, c137, 1af8, 29a6, e9b4, 5e72, 521b, 2f78, ecaade2015_287t63, acadia14_281w, caadria2017_105h28, aed3, sigradi2015_8.186i12, f318, e6fc, e874, caadria2017_125z33, e898, 70b2, d48b, a937, 9a68, sigradi2014_347p10, 34d3, acadia15_333b14, sigradi2014_293z4, bc13, ecaade2016_136j38, 2775, caadria2016_311a14, 155d, b02e, 7257, b812, c2fd, e3b7, 0bb5, ecaade2015_297u64, caadria2015_077z10, 2cb5, bac8, ae90, 1366, ecaade2015_158z33, 2f57, 4eeb, 8376, 6920, ecaade2016_011e3, 3aa2, d053, a9b9, b4bf, 5083, 72aa, caadria2015_114t18, ecaade2016_102v27, ijac201513205x7, acadia14projects_463r, 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acadia14projects_681ai, 347a, be5d, a22d, 90d9, 0f69, 401f, sigradi2016_690d, 9d7a, ecaade2016_ws-masshousec69, 0ef2, 299c, a7a3, 7962, d717, 559d, 5aa5, 582a, 49c5, 778e, 196a, ascaad2016_042a17, e8c1, 9ded, sigradi2015_10.138v18, cc55, 332a, 0551, 2151, acadia14_63ac, 3233, d64a, 7d7e, acadia15_57r1, fb32, 35a6, ecaade2013r_003c3, 4372, ecaade2014_188m48, 5e62, f95a, 09d0, 32a5, b199, caadria2015_206v29, a9ba, 1583, ecaade2015_59h11, 023c, ijac201513306h13, ecaade2016_063m15, f848, ecaade2013r_001l1, 8cee, 162d, sigradi2013_326k, caadria2015_178v26, ijac201513104s3, b5b8, c645, 823c, 8caf, sigradi2015_10.7i18, dcb5, 4468, sigradi2016_385oo, c16e, 39a4, ea71, 140d, cf22, 9196, 22b6, 960a, 25d1, ijac201513103c3, acadia14_117i, caadria2017_047c15, ecaade2016_046u12, 1468, 8568, e489, 5d04, 9ed0, caadria2017_118u30, bdec, acadia14projects_117ay, b8df, 3111, 640b, 0a4b, cd35, 1a16, acadia14projects_627am, 6d72, f104, 75bc, 575c, d7bc, 086f, f25c, 479a, 0d2d, 59ab, 28e7, ijac201513105y4, 857d, fd98, 6639, d342, a1ed, ijac201412301l5, ad35, sigradi2016_781c, e3f2, 028b, 2bf3, b206, 261e, 7cab, acadia14_531v, 4b5c, ba48, 21e7, 88d3, ab57, ecaade2014_168h42, d67a, b7e4, 59e3, e8e5, 882b, 9fbe, 1804, 4223, ecaade2014_240d62, 8034, ecaade2014_046t11, d85b, a109, aa6b, acadia15_483y20, 024c, 7a18, 541b, 1c3c, ff2d, ecaade2014_149n34, 287e, ecaade2015_171r36, 1717, e7e3, ecaade2015_116p23, d57a, 686c, c3b0, 1f1b, 9e6d, caadria2016_477v19, 0291, caadria2017_189j45, 2eb5, 9b7f, sigradi2014_292u4, 0bec, ecaade2015_181j39, 9a8e, 1bf7, 43f2, 05d8, ed2d, caadria2015_087f14, 5399, 50ef, ecaade2015_230k52, sigradi2016_595ii, ff2a, f6db, caadria2015_181a27, acadia15_333r13, d64c, ca7f, 548c, 70b1, 5bce, 0a8b, 2e8b, 3d5d, d230, 3b12, 6822, 8fd6, 24ad, d4bd, 4140, sigradi2013_429c, acadia14projects_681av, sigradi2013_189n, 6acd, 222a, 2107, f66d, e42c, 42fa, 5097, 5395, ed2b, e7df, db0f, 3426, a921, 3915, ecaade2015_38p7, 4611, ecaade2016_072h20, ab96, a7e6, bddc, 076f, 231a, a2e2, caadria2017_163b41, 9128, ijac201513305l12, 3454, 81f0, b870, b168, 6b0e, c2b9, caadria2016_611a26, 2573, fd71, ecaade2016_118j31, acadia14projects_135p, sigradi2014_345v9, 4b80, bff5, 940a, 852e, d84d, 8d39, d278, 2af6, c212, caadria2015_126o20, sigradi2014_045h4, ijac201513104f3, b3ae, 203a, ijac201412304y9, 5316, a11c, 7d78, cf3f, sigradi2013_295d, acadia14_507ae, 8f16, 2759, 617e, ecaade2016_098x26, 5855, b34c, 6996, 0aa5, 0380, 5f85, 8721, sigradi2016_431s, a855, 53be, cdff, 21d6, 0def, ecaade2015_217d48, f192, ab11, ascaad2014_010k5, 4b65, ecaade2013r_010r6, e9c9, 064c, acadia15_251o10, 3d60, acadia14_601ab, ad25, 2942, de93, ecaade2014_053m13, ecaade2014_130x28, ascaad2016_009l4, c03d, acadia15_323v12, f6ab, 8353, ecaade2014_084n19, 2322, ecaade2014_220c56, e7c8, 8955, b07b, 94d1, 0546, 7139, caadria2016_197s9, ba4c, cabb, cb3f, 51e8, 0d8f, e1cc, 236e, 9c70, ecaade2015_319d70, caadria2017_021b8, 2b4d, 51ab, a5cc, d001, 9708, 0ea1, 5314, 967e, 9dbe, 65dc, 2088, e590, 1044, ecaade2014_052g13, 5e99, ecaade2014_204x52, ascaad2014_024g5, 5218, 62f1, b5c8, 7e19, acadia14_647ax, 790a, 25ce, 00bf, acadia14_375c, acadia16_470i27, e0b1, 5ed1, 42d4, 22cc, 1205, acadia14projects_189an, 697a, e24f, acadia14projects_125p, 2e6b, f555, 49ab, 13b8, ff98, 733f, ijac201412304r9, 5c28, 0532, sigradi2015_sp_2.112d29, sigradi2014_084x7, ecaade2014_186a48, 5af9, caadria2015_105k16, 6a51, 57a3, b770, ecaade2016_ws-afuturem67, 2f96, be18, d219, 4a5a, 3ccc, 7f5e, sigradi2013_381, 6f2e, sigradi2014_330n7, 7a20, 7f46, d383, d852, edf9, 2ee8, 7c3d, 22eb, 576b, 8e1c, ffc3, 1a35, 236f, 07d9, ecaade2014_123d28, 7b14, 2ff9, ae8f, 6acb, ecaade2014_022x5, d068, caadria2017_118e31, 01cd, aec3, bad6, 04b2, sigradi2015_3.111h3, b0d2, 5518, c3c6, 052f, 13b2, c2e7, 6c35, cba3, 71ff, aab3, 683f, 0e59, sigradi2014_217f8, a97b, e30d, 1988, 5f18, c1ef, fe67, 78a6, d5ae, a6c5, f752, 4126, 737b, 9a37, 3c5c, a72b, ijac201412202v1, 73cf, f6ef, 797c, b185, caadria2016_745w31, 9872, 3647, 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acadia16_174w11, 42a3, 95f3, 37cb, caadria2015_070c9, 7979, f44a, 0549, 17b1, eb43, ijac201614202x7, a155, acadia14_281x, 1fb4, f399, caadria2017_051x16, a473, 34f5, 28fa, 4b75, 26cf, b0d6, b79f, 5f45, ijac201614203f9, 67b8, 2c2e, 53ee, ecaade2016_040o10, acadia16_154i11, 921f, a9db, 37c7, ba37, 3c19, 9a57, 1c89, 2ba0, 1539, 1d33, 8f22, 2520, 6236, sigradi2016_590r, 0b11, sigradi2013_62, 4414, 2b64, 4ce2, 6705, 2777, a17b, 3a7a, bd77, 3dce, c7fb, bf01, 01c5, 4f32, b180, 7936, e1f8, 53bb, 71f2, a126, 9d8e, a82a, 9e1b, 7a40, e725, cb07, 51dc, acadia14projects_111f, sigradi2016_637z, ecaade2016_065b16, 5abb, a1c5, e9fb, sigradi2014_314p6, 1776, 65e6, 07f9, d95e, 53bc, d9be, 28ab, 0a1b, e7f0, e954, acadia15_284u11, caadria2016_435l18, 6e27, ecaade2016_152y41, 0701, 6fae, 63f4, caadria2016_539h23, dd00, 097a, bb3c, 2d87, 9d5e, 07a0, b0bb, e483, caadria2016_373i16, caadria2015_078f11, 304f, bcfc, c324, ae62, 7877, 322d, ecaade2016_243b65, acadia14_63au, 2cdb, 7521, 4192, 6f6c, 61a7, df41, 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