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 ecaade2010_139
authors Sokmenoglu, Ahu; Cagdas, Gulen; Sar_y_ld_z, Sevil
year 2010
title Exploring the Patterns and Relationships of Urban Attributes by Data Mining
source FUTURE CITIES [28th eCAADe Conference Proceedings / ISBN 978-0-9541183-9-6] ETH Zurich (Switzerland) 15-18 September 2010, pp.873-881
summary This paper introduce an ongoing research project aiming to research data mining as a methodology of knowledge discovery in urban feature analysis. A methodology is developed for formulation and analysis of an urban database by applying data mining methodologies in order to identify the patterns and relationships among multiple urban attributes. The urban database is built upon real and official data of a historical neighborhood of Istanbul.
wos WOS:000340629400093
keywords Urban feature analysis; Data mining; Urban database; Urban context; Urban attributes
series eCAADe
email sokmenoglu@itu.edu.tr
full text file.pdf (2,401,082 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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sigradi2014_048y4, fb40, 1430, ecaade2014_146s33, 719e, 26ef, 7c9e, 63b1, a4ee, 38c7, f4e3, f131, 8b2a, 2a58, 9dee, acadia15_431t18, acadia14_389b, ijac201412203l2, 1eaf, 0b80, a4f8, caadria2017_021h8, fa8a, a83d, e1d1, d52d, 1011, 7eed, 3d5c, 0785, bd89, cb4b, 1e7a, 9222, f3c3, ijac201412407z9, a8f1, f57e, 67d8, 75eb, 82d1, caadria2016_641n27, e64c, 78bb, c357, caadria2015_054m6, 346c, bf13, 708a, fbfa, 7d5c, 5244, eac1, fc43, sigradi2013_194z, ecaade2015_73g14, ecb9, ca2a, 7e07, a11e, ecaade2016_070r18, 2374, caadria2017_033o11, dd86, ijac201412403u5, 78da, 84cd, 8ac2, a6c3, 4e00, 2fc3, ecaade2016_mrtv65, 9ea6, af5a, e2c8, 3a86, 156a, 4644, 4730, 9b33, 0955, 8ab9, acadia14projects_75ay, c45f, 3b31, 738c, efb2, 1c2a, ab05, 0acf, 380c, 3232, af99, 8f1b, ijac201614206x10, 706f, b219, 35bb, ecaade2015_293d64, 2dc2, 9738, ecaade2015_194u40, f45e, 3868, 1c17, 9809, sigradi2015_sp_8.326z30, ecaade2013r_020p10, b353, 6c11, caadria2016_735v31, a505, sigradi2014_097m8, fadc, 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acadia14_655ad, 6451, acadia14projects_63ad, bda6, ecaade2016_095h26, e2bf, 9a9c, d11d, 661b, 6176, 3c5c, e119, 632d, ecaade2014_057u14, caadria2017_101j27, 3385, acadia14_691au, 5f8a, 4249, d350, 5f39, 7f83, ecaade2014_122w27, 8f7f, 2776, 379c, b05f, 1e60, 3df8, a0b1, acadia14_699u, 13e3, 4efb, 011d, ascaad2014_025p6, ecaade2016_037v9, 3799, sigradi2014_037z2, 3775, a161, 4da7, c200, f766, e53d, 4bd9, ecaade2014_011j2, 442b, 8b6a, 9d30, sigradi2015_7.203h10, acadia15_451e19, f595, 622b, 06fb, 7235, 9647, ec2b, cfb3, 85f6, 229d, 61b1, 128e, 4046, ac65, 8302, 17b6, ab0f, ijac201614207n12, 96b5, df8a, c4d6, a805, ecaade2013r_007f5, aa45, b2d9, 38ad, ecaade2015_37e7, 99be, sigradi2014_178j5, 144f, 8f74, fb93, a257, 559a, 54a7, caadria2017_003c2, 6098, 1524, 3c71, acadia15_381t16, 6a12, f9e2, 8a6b, ecaade2015_261j58, 392d, caadria2016_415z17, bade, 2c93, 0045, 36bf, 9e02, 32a9, acadia14_291e, caadria2016_249j11, 853b, ecaade2015_317k69, af88, de6a, 3f04, 2763, 4757, ac0f, b75e, e334, 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d8c4, 4133, 7d30, b16b, 362b, ebc2, da0d, 5228, 3d1e, 852f, 43b8, 8e39, d6de, 6819, c2fc, caadria2016_167j7, 24b8, 80ac, 436d, fd6e, 63b4, 878e, 9d7b, 604f, e196, a945, bb69, da41, eecc, 1b1f, ab0a, a0e2, 6df7, b1aa, ccb8, caadria2016_745y31, b283, 7aab, a718, ac63, 69d8, 623f, 0c1d, f926, 120c, ba5e, 520b, bb31, e677, 192b, 69f1, 6446, ecaade2014_072a18, ecaade2014_149l35, ijac201614102m1, ab11, cf12, 1762, a463, 0adf, f475, 5363, 4c34, 32f6, 1e23, 8aa2, b4e3, ffb8, f1f6, ecaade2013r_009k6, 0881, 16f9, eef2, 60ec, c41c, eaa2, b059, bf52, ijac201614103n3, 9bc9, 8052, 1afa, 62d6, 61e0, 4634, 7b34, caadria2017_009n4, 727c, 466b, 72c4, 6516, 6691, ecaade2016_ws-foldingz68, 616b, 87d5, 0d6b, c252, 6688, a471, 18ba, 9aef, 7dd1, e71b, 116c, caadria2015_246d36, b361, 0e43, 4c47, 0da1, 2bf4, aa58, 5d5c, ecaade2015_287r63, 53fb, 3f3f, 6e22, a8eb, c96a, 79eb, ec30, 4812, caadria2016_735o31, 28f6, fbc6, sigradi2015_2.137j1, 36ee, b0e0, 9d13, f8e9, acadia14projects_101t, 7ad2, 460b, 194c, 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ascaad2014_017t1, 46fd, 4910, a979, 74d1, ecaade2016_bkoi65, df34, b36a, 89e7, 5f19, 1b01, acadia14_671y, sigradi2015_10.307n21, c977, b6bd, 4083, cd39, db02, 77c4, d412, c2e6, acadia14projects_333av, 9518, 230c, adfb, bdab, fb64, ascaad2014_018d2, 7be5, dc1a, 5008, a589, 8cda, 5230, ecaade2015_61v12, 8a31, e97b, f48e, cca7, dce7, a798, 7662, 11ec, 420c, 5d93, 0b5d, eae0, d053, 7856, 22c2, ea04, caadria2016_549t23, 88b7, 7d7d, 0899, 6f71, 60e1, ecaade2016_185y49, 5c30, cec5, c451, b38b, caadria2017_016d7, 43ef, fc1c, sigradi2015_3.209x3, a21e, ecaade2015_205w44, 4401, ecaade2015_77s14, 4656, acadia15_251n10, b4ac, ecaade2016_197x51, caadria2017_155r39, a9bc, 788b, d7d9, 2b93, 9047, 8f89, 9921, bc8f, c5a2, cd81, 8dc1, 6067, 5a5c, 3abc, caadria2015_073x9, 4975, 100d, ijac201513101s1, 6393, sigradi2014_313h6, ba39, b742, 51e9, sigradi2015_sp_8.6i30, c8a6, e22d, 1ff0, 9f0c, sigradi2013_41z, 0dfc, 50db, 5bde, e378, 5d99, sigradi2013_390t, c855, d6ae, 9b79, ee9f, 8380, 2d07, 7732, 2ede, 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ijac201412408f2, f60d, ecaade2014_186b47, 9234, sigradi2013_327v, b957, 3664, 6542, 1be6, c884, 5e57, c224, fc7f, ascaad2014_017w9, 6ea1, b2fe, 31ea, ff64, 4040, ecaade2015_225p49, 4f02, 3655, d026, ecaade2016_217n55, 9ec6, 414e, 7140, 30e9, bd60, 2b91, 1bcc, 75c6, 549e, sigradi2013_401j, 0430, 7f0d, ecaade2015_241r55, f9df, 4208, 226c, 068f, 01bb, df80, ecaade2016_168g48, 447e, b0d9, 4aa2, 9c5c, 947f, b3d4, 8662, 4f97, 26ac, dd25, 90f9, ccac, 2955, 7c16, ecaade2016_136p38, f554, 434e, 8675, acadia14projects_579b, 1509, 9fa3, a523, 91c4, a276, f79f, 51b9, ecaade2015_268x58, 3345, 0d32, acadia14projects_177w, caadria2016_405r17, ascaad2014_006z3, ecaade2015_333d72, cf5f, ecaade2014_010d1, f472, 9140, 2a2f, c9e0, ecaade2013r_017c9, 7fc4, acadia16_224o14, 4d9a, 486e, 8312, f6d4, sigradi2013_112, 8ce6, 1959, ecaade2015_15y1, d123, ascaad2014_007y3, d241, 3132, 50f8, ijac201412403a6, f88f, acadia14_531r, e465, 392b, 2348, ecaade2015_248k56, sigradi2013_111, ddcb, eb05, 806b, 22ac, f519, 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f5d0, 1275, 85e1, fb06, 9bdb, e437, 75bf, b6ca, f1ad, cc9d, f638, sigradi2013_271p, 2226, a502, 9430, 203f, 4701, 4013, 4571, ijac201614208g14, acadia14_301h, ad27, 316f, 6a78, e5bd, 57ba, c5e0, 17ed, 15e1, 5802, ecaade2016_154z42, 16d0, 5666, acadia14projects_339w, acadia15_469o20, 58fb, 47e4, ijac201614308s5, b31b, sigradi2013_327r, 0428, b921, ebce, 2052, ecaade2016_058v14, 83e8, efbd, 74e0, 5f10, 766a, 72d8, a195, 9d5e, d7d7, 4db7, 2fb2, ijac201412306b3, e085, a13b, 9094, 186b, acadia15_232o9, ecaade2016_154i42, 9413, 3e17, 5797, 4dc7, 96d2, 3e38, ec0c, 550b, f2c5, bf88, e06a, 0e32, 0abf, 9df0, b354, ijac201412303k9, 0b7b, b407, 84d8, sigradi2013_28, 1d81, 6aa8, e6c6, 1f26, 8b5d, 5afc, e180, 9117, 2fc9, sigradi2015_12.297n28, 697d, b3b9, 2f4d, 532b, a765, 9637, acadia16_78m5, e3b7, 367f, a398, 14bf, 521e, 679c, 0361, 3695, 0836, 5285, aaf9, e42c, ecaade2016_129y35, 2b8a, b2d2, 38c8, 893a, 8610, 07d1, 517d, 207c, 58b9, 19b9, ebf4, ecaade2016_128i35, c67b, 80de, b22c, 0671, 89bb, 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b7d9, ecaade2014_225k58, 37c1, 1fce, 199f, 2b6d, ec31, ecaade2015_170x35, a684, aa74, 7d1c, 0380, d403, b424, 13b8, ecaade2015_229d51, 66ce, e6d2, 2acd, ec2e, f4f8, b1dd, 976f, ijac201614101a1, e07f, ecaade2015_55k10, b427, ecaade2014_084z19, fe6e, c4fb, 9bfa, 6f6c, 099d, ca00, ecaade2015_284s61, ddec, c879, 0310, a22d, dc9c, 4f41, ascaad2014_001b1, 3b41, 07ec, e713, caadria2017_115m30, 4651, d63a, 2abd, 1b96, 2375, ecaade2015_138x26, ecaade2016_139h39, a1b1, acadia14projects_619ah, b4e1, caadria2017_129s34, 1de7, 3b8d, 0813, ijac201412204g3, efcf, ecaade2015_296p64, 8fa9, abd0, 7ccb, 96ec, f4a7, c554, 5881, 7792, a66b, ijac201614302i1, 06e0, acadia16_352w21, ad16, b20e, 9e37, ef73, 2672, 4101, f267, acadia14projects_339az, a5f4, 5d57, b2ad, ea13, e655, ecaade2015_317p68, ecaade2015_240r54, 0092, 9f62, 40a0, 4dda, 7721, acadia14projects_357ao, ecaade2014_010h1, ec9d, f56a, e872, ecaade2016_239y63, f8e1, 8e49, sigradi2015_13.316a29, f1f5, 055d, 8fca, e739, 5af9, c609, d89e, b336, 7f04, 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acadia16_98l7, f3c9, 8bad, 31fd, ecaade2015_237a54, 56e3, f775, 2cd5, caadria2017_009u4, 0b69, 5900, 65be, 25aa, b86a, 62a9, ca5b, a8c2, 7819, b975, 7ae5, 84fc, cda5, 2019, 8db1, d817, 073d, 00db, ecaade2016_063r15, 0b56, 3a0b, 892a, 17d7, 7e49, ecaade2016_225l60, 8f19, b27e, 66ba, acadia16_98f7, 8028, b470, 3260, 1355, e6e5, 19ed, ecaade2014_088f21, b9bf, ijac201513104u3, ecaade2015_271x59, 98b6, 96de, f230, 3fca, bc02, sigradi2015_8.328p15, 7ad4, f65d, acadia14projects_91s, 1b97, 0f09, f6ae, 2f21, a02f, 24a4, e893, 4d13, 46bf, caadria2017_183e44, c5d4, caadria2016_197k9, 800c, 08c1, 88b8, 517e, 766e, f3b3, 8e71, f82f, 584e, 4f63, bf63, sigradi2014_074l6, 993d, 2e5c, ecaade2014_079v18, caadria2015_122o19, acadia14projects_619az, 0059, b494, 3938, 64cf, caadria2016_539a23, sigradi2014_015c1, caadria2015_226k34, b270, 864c, ecaade2015_53v9, 6004, 135b, 22ea, 83b8, 7790, ecaade2015_199a43, acadia15_357p15, a15c, b668, 0d85, 821e, f0ad, 1de9, a460, 996f, cca2, 1b2d, ijac201513105c5, bcde, caadria2017_009z4, 3c09, 8986, 92c3, dced, 65ce, ecaade2014_163k40, 0910, 88ee, 88f9, 2aa3, 4dcb, d2ae, d04f, 2004, 5776, dbf1, ae6e, 8db3, 5f30, sigradi2013_326j, sigradi2013_117k, f0d7, 0b87, 7917, ecaade2016_075d22, 2f2d, 4e48, 7fcf, fac5, 8a06, bc4d, 82c2, caadria2016_229a11, ijac201412301h6, c299, ced2, ascaad2014_016i9, 8bba, f4f4, 9805, ea0c, cc68, 9592, 80f6, caadria2015_064u7, acadia14_435au, e064, 0148, f7d7, 4cfe, 5c86, caadria2016_703h30, 0d10, 1b7e, dea1, caadria2017_043x13, 712e, 1c45, 3581, ecaade2016_126s34, a42a, 5539, caadria2016_611u25, ecaade2015_73e14, e0a3, d937, 3f81, 7313, fec3, 654f, bdb2, fcbe, 68f6, 17b8, ecaade2014_112d26, bf6d, ae82, 11d8, ab87, f0fc, 3506, d5ec, cfbb, a50f, ddad, 0356, 144c, b9d2, 232d, cd1b, sigradi2014_164i4, c77c, 23a2, f02a, ccc5, b8e2, caadria2017_079b24, cd23, 48af, 432b, f875, 82aa, feff, b0e2, ecaade2014_086n20, a5a2, ecaade2015_207n46, caadria2017_086n25, 1b73, 636f, cc1d, b7e6, ec73, a225, acadia16_98t7, 5416, 5c17, 5562, 036d, caadria2017_051m16, caadria2017_048d16, acadia16_214s13, 4429, 7e8d, 1e38, sigradi2013_407h, 92af, 00b6, 7e7a, 92cc, e96b, 8d22, caadria2017_145v37, 32e0, 44a8, 1fcc, ca85, ac2f, 26b4, a171, 3c15, 2160, ac4a, 35e9, 3cd0, 0cfb, 2b44, 0c63, 433a, fa15, 6889, 046d, 48cd, 89bd, 5502, 3644, 65f9, sigradi2015_3.11e2, ecaade2015_211c47, fb41, cc18, f71f, 583b, 4ef9, 7c4c, bc88, 2b2e, a01f, ijac201513306f13, 5df1, efd1, 5b37, c110, caadria2017_147x38, 44f0, 968b, d270, 91fb, ed38, 271b, a2ea, eaed, 8494, 71fe, d31b, b197, 3a9c, 4d64, a3f5, 27ef, eb13, c8b4, 0f6c, ecaade2016_118f32, fec7, bbe9, sigradi2015_10.307v20, f328, 302d, c6bf, 8cb7, 9f94, 3ab9, 4e37, 2f16, 1ff5, 27f6, 3a8b, 68c1, 1948, fc89, caadria2016_881u37, 68f0, sigradi2015_8.264l14, acadia14projects_131ap, 1e94, 1d59, 0999, c72c, c03f, 54c4, 6d51, b210, c271, 815f, 7d4a, 60fb, 1206, sigradi2015_8.264z14, 5058, d3bf, 6e8a, acadia16_318p19, c55d, 527f, ecaade2015_169y34, sigradi2014_345n8, acadia15_483h21, ecaade2014_215d55, c5ee, 6f09, aaea, sigradi2014_048a5, ac3d, b249, 6f5a, 0ad8, sigradi2014_042s3, acadia14_609at, 0ad7, f7ef, 14e5, 66a7, c222, 5b2f, b709, 556a, ecaade2016_151j41, d862, ascaad2014_017y9, ecaade2015_194c41, caadria2015_015a3, acadia15_185n7, eac9, 0f97, 02ed, 0b45, ff41, 7623, caadria2017_104u27, 097e, 253c, 88cc, 6c62, 0e11, e4c7, 6f2f, 5d0b, 3e50, 4e60, 7729, 98eb, 8434, 6431, 2d34, 2793, sigradi2013_386n1, d1e4, acadia16_362p22, a1d7, 975c, ea57, c5d0, 0b9f, 4f23, 66d9, ecaade2015_53n9, 6a66, 4bd2, 5080, ce63, b269, 3eb8, bd45, ac48, c364, 3d90, c499, 4f54, 1d12, ecaade2015_79j15, 2ee5, 924a, e6fe, a3e3, caadria2016_601o25, 74a2, sigradi2014_347s10, 3501, 0ad9, 538f, 6c07, e6c9, acf5, 3199, 4f20, 2a4e, 3b3b, ecaade2016_222p57, 5aa0, 3d8f, e72a, acadia14_627an, bbf7, 3a93, 72ec, 05da, b4c1, 0c4c, d37a, ce85, ecaade2016_199c53, 8255, 165b, acadia14_565i, 6fbc, 7654, fd5f, 43ea, a1ab, 1919, 67db, 9b3b, 12a4, ecaade2015_233y52, 33bb, 29bc, e711, c31b, 8c9e, 3305, 19f8, 0b31, ecaade2014_044l11, 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ecaade2016_119m32, 8ee8, 7f6b, 9dd1, 454a, febc, d363, 6d15, 2146, 998c, f040, 6dbe, 1259, 34f3, 33a7, d429, 0fac, 598c, a66a, 2c96, 74d0, 6379, 5472, 0930, d2cd, 5681, ecaade2016_108w29, 9143, 8003, 661d, acadia14_145ab, ecaade2015_229b51, 777f, aaf5, 46f2, acadia14_101au, 35cc, eefd, ecaade2016_042o11, ee3c, 49ca, 4f39, d8f9, ac81, 6342, b42b, 0e5a, 6acb, ecaade2016_217w55, e5fc, ecaade2015_33b6, caadria2015_014n2, fdfd, e110, 67d0, caadria2016_881a38, 9a69, c906, 5ba0, e737, 6eb5, 3db4, 1b7f, 3f05, ef19, ijac201412405x8, 5403, d3b2, 8106, 7db1, 50ca, c141, ecaade2015_158x33, d72e, 7915, c9c8, 9fe8, c3fc, 0ec2, 9d1a, 483a, ecaade2013r_009j6, f693, 4280, ijac201412403m5, ecaade2015_297t64, acadia16_344h21, 237b, 8a19, 6b09, 1ead, 253e, 0e50, ac0b, b9a7, ec1a, b6e1, acadia16_402o24, 1470, 8664, cd0a, 3162, 8342, b9cb, c585, acadia15_137w4, 321b, ecaade2015_55e10, 6512, ecaade2016_055k14, f7de, ijac201614208v12, 0245, 0fcc, caadria2015_010x1, sigradi2014_074o6, 5b5c, caadria2017_129r34, e4e5, d402, 5862, c782, ad3b, 0041, e0ae, b068, 0f90, 63e6, 34cf, e103, 075b, 1714, 9ac3, f854, 9949, 70d0, 53d6, 9d7d, 283f, 200b, caadria2015_142m23, 2bac, acadia14projects_365ai, ecaade2016_130p36, 77f9, acadia15_223k9, 8abb, caadria2015_069t8, c42d, d379, 65fc, 3afd, 1116, 609b, 0aab, 77cc, 8108, sigradi2015_4.52k6, caadria2017_134c36, 787b, 668c, 68ea, 23ef, ecaade2016_091j25, 8937, 7fc7, f068, 9f47, 8be1, 109c, 32ce, ecaade2015_317y68, bc53, d3a5, df2d, f934, 0e40, acadia14_347au, acadia16_290e18, 7773, e4a3, 31ec, a2bd, 1004, 5c64, e08b, sigradi2014_144v2, ea4f, 616e, caadria2015_073o10, acadia14_479d, ec90, 9411, ascaad2014_001a1, acadia14_681at, ecaade2014_140l31, acadia14_357a, b1bd, 56fd, 9abf, d7b2, 3e40, ecaade2014_225n58, d7b7, 854a, ecaade2015_206m45, c028, f6ee, ab90, a219, d595, caadria2017_016c7, ecaade2016_164g46, 89e8, 9271, 01f0, e1d5, e5db, ea8f, caadria2017_016b7, acfe, 2942, a781, bed2, ecaade2014_233f60, ijac201513305e12, c56d, acadia14projects_517o, 558b, caadria2015_188d28, sigradi2015_3.345v5, 39b1, ijac201513205f8, d1eb, 8a27, 789d, sigradi2014_329v6, sigradi2013_271s, ecaade2016_164s46, 23b8, 89e3, 6d84, f445, bd80, 4d1e, ecaade2015_240v54, 5a6c, f3e2, ijac201513205r8, 3ead, 1ec7, 46c4, sigradi2014_042m3, 1348, 9623, cf15, e552, caadria2016_415a18, 9157, 44f3, sigradi2014_080k7, acadia14projects_53n, 63c6, 3cee, 2b43, ff5c, 102b, 6514, 30c4, 0a66, 2fd5, 8523, 8660, a947, e3d7, 132a, b2fb, 99de, f2f8, a1b7, a85a, 7def, 2170, sigradi2014_103y8, b32c, ecaade2016_238z63, cd53, caadria2017_079c24, 7b00, 9c25, 51d1, ijac201513303a11, ecaade2016_158i43, 37b3, 4c2a, 4b6b, c646, 7d45, 4938, 7f69, b8ce, sigradi2015_9.141e16, 5807, 6bc7, b40c, 98af, 981f, 1089, caadria2017_028d10, d3e7, fe52, e81f, acadia14_531l, 8af9, 0465, c426, 0068, 1ac8, caadria2015_203d29, 4e98, 4ffe, 31a2, 8767, ef66, ijac201513103z2, 280e, acadia15_343o14, b0ba, fab6, e583, 21e5, 1c08, 3af5, 05a6, 6632, ecaade2014_188l48, d55f, acadia14_125af, ecaade2014_112f26, 3be4, cd1a, 1786, 2402, 7bf5, sigradi2015_sp_8.284n30, fe25, 48ab, 599c, caadria2016_851v35, 696e, 1e8c, cf02, 67b9, 6c41, caadria2016_457i19, 83e6, 3470, 6cbe, edce, 0689, e345, 3377, 3e29, ce7d, ff9d, 6aa1, 45a8, 78af, ecaade2015_175r37, cdd4, 241a, 2217, 773f, 054e, 95fc, ecaade2013r_016v8, acadia14_579j, acadia16_140p10, ecaade2016_045l12, fe08, caadria2017_051f17, 5c1d, f843, 38b2, 4400, 1724, 5636, 76a7, 05ea, eb59, caadria2015_014o2, a896, 624e, 9d54, 275c, 396f, acadia14_627am, acadia14projects_63at, 9213, 6a77, 7bcd, 41df, 171c, caadria2015_139a23, ef15, acadia14_579f, sigradi2013_414e, fe22, fe18, 37f2, 1356, 7d91, 1506, 1d30, 13b9, ijac201614202x7, ba8f, 61ba, 18bf, acadia14_177ah, ddf6, acadia14_117av, 6f93, 4552, 285b, acadia14_153aw, dde3, 542a, 14dd, d2e5, d600, 4a61, 0861, caadria2015_069o8, e6c2, 1165, 51d2, 81ac, c11c, acadia14projects_229g, c11a, 3eff, caadria2015_172i26, d36b, b067, sigradi2013_315b, 622e, 3ce0, caadria2016_663r28, db6a, 16dc, 5a27, 092b, 28f5, 9b27, def1, 6e6d, 6e34, bcb2, ca34, e7b4, 54ad, b582, acadia14_101an, 7f0a, 0a39, bff7, 73f9, caadria2017_047j15, sigradi2015_3.221x4, caadria2017_124s33, 5bf0, 646b, 86b1, 16c8, 792c, 1cf1, acadia16_34w2, 8e31, 6cdb, 835c, 09f2, 8919, 8820, 49bc, dad0, 5701, d990, 15ee, 90e6, f26e, 94bc, d87a, 070e, be56, bd52, 4c11, bbb0, 8a77, 19b0, acadia16_88e6, ecaade2016_163l45, af8c, 5667, 8f35, 3248, 7ece, 241c, 90c6, 31ae, d630, caadria2017_145e38, 8551, acadia14_75a, 8cce, caadria2017_018r7, 6aba, 5931, 655e, 7289, 2b2f, acadia14_435av, acadia14_53m, 1533, 3cb5, 2002, c854, 8f9d, bb12, 3159, 19a6, ecaade2016_158j43, ce16, 320c, 2824, ecaade2015_200s43, 7fbe, 8032, caadria2016_517i22, sigradi2014_030a2, caadria2015_064z7, 560b, sigradi2014_049n5, f7ae, 1ba6, d281, 4987, ecaade2015_172a37, 01fe, a5c6, 23a0, 902d, ec09, 8413, cab0, sigradi2014_345c10, 7012, e6fa, e106, dea3, sigradi2015_8.328o15, 0c15, 384c, ijac201513101t1, 022e, 50fa, e4af, 172d, 83d0, ff33, b232, 3d30, ecaade2016_ws-afuturep67, 2f18, 095f, a1c5, a9e4, b69f, 4553, e69c, c522, 7d10, e222, 5b81, a660, 4b13, 05cb, 40f4, caadria2016_777w32, ecaade2014_057i14, caadria2016_713e31, sigradi2013_393t, ecaade2016_243a65, a6e3, 3418, fcb5, 446a, e6d0, a16b, be3a, 155d, 9bec, caadria2015_081w11, acadia16_432p25, ijac201412204z2, 10e2, ff20, ijac201513206d9, 484e, cf7f, ecaade2014_052s12, caadria2016_229t10, 9209, 2977, cb1e, c4a9, 0259, f241, 8b53, 0ec8, 6be7, ecaade2016_067y16, 66e3, 63a3, 7b8f, 1ed6, ecaade2016_063t15, 608a, f049, ceaa, 18d3, ab72, c39e, e9ac, eaa1, b92f, cddd, 03d0, f499, caadria2017_163p40, e4fa, 81c7, 483e, cf5d, a863, dac4, ecaade2014_149b34, c1a6, caadria2017_185v44, acadia14_23ae, a5cf, 0498, fbeb, acadia14_609ai, 95f1, 521d, 2d4c, ecaade2015_333k72, 36f4, 5ad7, acadia14projects_339an, 3d4c, df8f, 0100, 08ff, 4e57, 9f95, b3ab, ecaade2014_111h25, d00c, 30e4, cf74, ecaade2016_152z41, 345c, d85a, d131, d3a0, ascaad2014_028v7, b91f, 94bd, d274, 9f06, 34e6, 2f06, d63e, b12d, 0601, f6c9, 7683, 7310, 1663, 4507, 70a5, d153, ijac201614208l13, c0aa, 070f, 090d, f411, 1444, b466, adff, 9d32, f93d, ecaade2015_138o29, sigradi2013_226, 4c76, d9fb, ec4a, 38e8, f22c, 3a28, 46e1, 41db, 2fe9, caadria2016_003c1, d738, acb4, 4891, 84c5, a32a, 5eaf, ecaade2016_065e16, acadia16_184l12, 526c, 27b9, sigradi2014_276u2, 8c55, sigradi2015_8.186j13, 5691, db73, d43a, 5353, 92f8, 72a6, acadia14_125s, fd1a, ijac201513205o8, 24c5, 2f9e, 2c02, 65ad, 59a2, 10a5, ecaade2014_109r24, f1eb, bf60, 661a, e38a, b2ee, 5847, fed2, f015, 8e33, e067, c9ed, d683, cb7c, a596, 8f94, 9861, sigradi2015_12.19w26, f745, e310, 2bf7, f3d9, 2b48, 2b78, 1966, 6756, 78f6, acadia16_98p7, 13a3, acadia14_23v, d8fe, 51f3, fe11, a727, d6ce, 794f, ebde, 2216, acadia14projects_671x, 628e, 9894, 7156, 2ac5, 9784, 9ca7, bdf4, 02a5, 7c6d, 7b87, b087, 5f7e, 9fda, 8d9f, f844, fcc6, caadria2015_049b6, c178, d117, sigradi2015_3.212i4, dcaa, df4c, c993, 4007, 4065, sigradi2015_3.111e3, acadia14projects_565i, f481, a020, 26d7, e76d, 6455, 87b3, 72a2, caadria2015_049d6, a6f7, 2f9d, acadia14projects_117az, acadia16_164z11, 3031, d318, 14a3, 7cde, 7920, 8217, 9108, ecaade2014_149d34, ijac201412205x3, f189, a017, 5115, fe60, d746, a294, 0d1e, e29c, 1561, 102a, d049, ee89, a1e3, 5003, dd45, 5061, e7cf, b67d, 0d80, 426a, acadia15_497l22, 9f50, 0b5c, 7f3b, c818, acadia14projects_555f, 3daa, a1cd, ecaade2015_86p17, ecaade2015_230l52, 34e5, 21e8, 8d00, sigradi2014_284v3, acadia14_317u, fb0d, cdeb, a717, 8f37, ecaade2015_116o23, 4ea8, e7d2, 0cc1, 78df, db0b, 1b2e, ec96, 3de3, ae8b, 526d, sigradi2014_085e8, d993, 39ed, ecaade2016_183u49, 7767, ecaade2014_041g10, ab0b, 3657, 0078, 4a0d, a3d7, 3b39, 698b, 9807, b9a8, 9301, 3364, 2b5b, 6039, 7572, cda2, f07c, 03d6, e76f, caadria2015_208g31, 547b, 2bd1, acadia15_243d10, 6eae, ijac201614204n9, caadria2015_023z3, a919, 6df5, 10b0, 618e, 8e4c, 2a1e, 24da, 7f72, c0be, acadia14projects_539c, c16f, 56bc, caadria2017_145y37, 5ee2, 6319, 8e0c, ecaade2015_64t13, ab09, f9f8, c7c8, 3573, 101a, 42fd, ecaade2016_154c42, 1030, ascaad2014_024c6, edfe, c3d6, 9e11, dc03, c599, 983a, 9e0e, 0ece, 8cf0, 560c, 9162, 3e89, 047a, 3baf, 763b, f1b6, 9525, 62e9, e9e7, caadria2017_113l29, caadria2015_218v33, 2bf3, 43ce, a899, e71e, d38f, 57d0, d7f4, 49f7, 433c, 5e5e, 5731, acadia14projects_627e, sigradi2015_8.264v14, f5b7, 2ac2, 4837, a87b, a93e, 5cd3, d413, caadria2017_028e10, ee51, acadia16_372a23, 1766, 0ca7, 0471, 429c, 8229, e45c, e45a, caadria2015_181w26, b602, b0e7, 5984, bd84, sigradi2014_186b6, 097d, 8323, 17c1, f4c1, 77b8, 489a, 61a8, 5429, 6730, ecaade2016_237g63, acadia14_487g, 3646, 3d3e, 2ecf, f8a0, 2134, d626, eb64, 57f0, bdc5, c13f, 58f3, 7e47, 7320, 2697, 25ee, 9a1c, cf91, c8e8, 13a6, a8c9, 3508, 5ffd, 56bb, 40ba, sigradi2013_347o, 24d6, ce9e, bdf9, 4a2f, eb2c, 268b, 2dc0, sigradi2014_265n1, 2b5a, 0081, a423, 6bf4, ecaade2013r_018n9, 02d0, cf78, 1648, f881, 4dd7, cf7b, ascaad2014_019z2, 9879, f564, 9e1a, ecaade2015_317z68, 05ee, e75a, 3c70, ijac201513206p9, 642b, 9ccb, 4186, 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701d, b04c, 8ff9, 8017, a1b0, e593, 9b18, 06cc, 7007, 2df0, sigradi2015_9.152n16, 1bb5, 5bfd, 2de2, ecaade2015_169f35, 9810, 4d5a, c037, 9742, d050, f3c8, ecaade2015_73w13, 4694, 6a14, 119f, acadia14_479u, 7b9b, 23e4, 43c3, c20e, f783, 2630, 1e03, acadia14_101ae, 9a10, 0ab8, 15e3, 30e7, 3041, 90d1, 800b, 47f7, 2f71, 4510, 8726, e69e, 4143, 5841, ecaade2015_129v25, 336a, ca77, da1f, ecaade2014_224p57, 45c9, f3e9, 4fbb, 69dc, ijac201614201a7, ba53, beb7, 5a03, ec1c, 69c8, 4d96, 3453, 40a5, 3bbf, 053a, b5cc, 62d0, caadria2016_301o13, ijac201614105v4, 4fef, ecaade2015_55c10, 568f, 1543, 6b2c, 68ff, 00e1, d477, d53a, ijac201513203p7, 7452, b89e, 40b8, 82b2, 8203, 9ce9, cc25, 4eb1, 40e2, 048a, caadria2015_130v21, e23a, 4ebc, e364, 1e1c, 2782, 6fa4, 90a2, 5f94, ecaade2013r_014g8, ijac201614303t2, ebba, dc59, a0f6, 8a29, 8ecd, 08a6, e30c, 6231, 3be7, 1f49, 630c, a845, d05c, dc00, 4c5c, b851, fcda, 260c, a238, ecaade2014_191s48, f13e, 1d9f, 31a7, d9e9, caadria2017_055p18, 2aad, 4fdc, acadia15_137k5, 45c5, 3bd5, cba3, ee86, ecaade2016_006t1, 07ac, a09a, 7127, 4f6d, d522, 3ffc, 0ce1, 11b3, 8d0a, e9cc, ac1b, 7160, a262, 26e1, 9e3b, ecaade2015_180s38, ee2b, ijac201412302g7, 2091, e3a1, cab4, acadia16_140b11, 9ce4, 77fe, 444e, 2a31, 0005, 2cf2, d883, 6ecd, 1f24, e866, acadia14_463o, 2bb1, b72b, 71ba, 3769, 3a5d, f999, 3520, caadria2015_060p6, cd5a, 8935, ecaade2014_195k50, fe1d, 29f4, 7802, b000, caadria2015_122l19, e41a, 4637, 2598, 672d, 8275, 6672, 9a3c, ecaade2016_132r37, b8c7, sigradi2015_13.316y28, be17, acadia15_407h17, ijac201412303f9, e7a8, acadia14projects_219aw, 48c1, 5ab3, 4c39, 611c, sigradi2013_389j, addd, e61a, acadia14projects_167v, 1595, b29d, sigradi2014_042o3, ascaad2014_019n2, 73bb, 6997, 684a, 9be5, 47f2, 2b1c, 365d, caadria2017_127g34, caadria2016_013o1, 235e, b0d6, deee, c5f9, caadria2015_060u6, 41d6, 22b0, 92e3, f768, b9f0, d32d, 7181, e393, 7f27, 4e1c, 35e5, c03a, a8bc, e220, d0c5, e6f3, 0124, 53bf, ascaad2014_020p3, c5ad, 5d3a, 9e79, 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