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 20ff
authors Derix, Christian
year 2004
title Building a Synthetic Cognizer
source Design Computation Cognition conference 2004, MIT
summary Understanding ‘space’ as a structured and dynamic system can provide us with insight into the central concept in the architectural discourse that so far has proven to withstand theoretical framing (McLuhan 1964). The basis for this theoretical assumption is that space is not a void left by solid matter but instead an emergent quality of action and interaction between individuals and groups with a physical environment (Hillier 1996). In this way it can be described as a parallel distributed system, a self-organising entity. Extrapolating from Luhmann’s theory of social systems (Luhmann 1984), a spatial system is autonomous from its progenitors, people, but remains intangible to a human observer due to its abstract nature and therefore has to be analysed by computed entities, synthetic cognisers, with the capacity to perceive. This poster shows an attempt to use another complex system, a distributed connected algorithm based on Kohonen’s self-organising feature maps – SOM (Kohonen 1997), as a “perceptual aid” for creating geometric mappings of these spatial systems that will shed light on our understanding of space by not representing space through our usual mechanics but by constructing artificial spatial cognisers with abilities to make spatial representations of their own. This allows us to be shown novel representations that can help us to see new differences and similarities in spatial configurations.
keywords architectural design, neural networks, cognition, representation
series other
type poster
email christian.derix@aedas.com
more http://www.springer.com/computer/ai/book/978-1-4020-2392-7
full text file.pdf (2,382,336 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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ecaade2014_208y53, 6f20, db22, 5686, 2be4, eba5, acadia14_531v, 48be, 041d, 0745, 7046, acadia14projects_463n, a55a, e183, a0f7, 2d03, 2732, 8654, e964, 4d90, d32c, 72d2, c450, 2e95, 244d, 129e, f47c, caadria2017_041t12, b9c0, 626f, acadia14_33aj, ijac201513103t2, acadia14projects_609ag, 0f59, 50ed, 7569, dd63, fd7f, ecaade2016_072h20, 6aa4, bd23, 6d34, a6e6, ecaade2014_239n61, 8cdb, 9166, acadia15_343f15, 8aea, caadria2016_871l37, 9f49, 16a9, c9d9, 3942, 075e, e5c0, 0088, 85be, 83f0, 8322, sigradi2016_393qq, a4e1, 7cc2, ecaade2016_085l24, 8815, c821, ec7f, a5db, ijac201412303n9, 33c0, 1d34, 5f97, c3c6, sigradi2013_342u, 7b10, 8780, 4256, 2c9c, caadria2016_177h8, 1e5b, 71d1, 9abb, f5fc, b48f, 183d, bb0e, ba58, ecaade2016_068g18, 3fbd, f6ef, 5783, 4053, 8e06, c5fb, sigradi2015_10.307x20, 6ad7, 34ec, 8bec, 615c, sigradi2016_737x, acadia14_63a, 02d5, 6ab1, ee49, 9110, 32a2, 03f1, c847, c0ed, 3508, f8fb, 76aa, 404c, ecaade2016_bkok65, f261, 7485, 89f5, acadia14_661h, 6cd9, f740, 01e4, 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acadia15_483l21, 1ee9, 3ae4, acadia14projects_435aa, 68ef, e3c6, 4f24, 5509, acadia15_243c10, 5fd4, sigradi2014_114k9, acadia14_453f, c4a7, f525, 1722, 50d2, f386, c88d, 1f21, acadia14_229h, e2d2, sigradi2016_737dd, bd90, 37ce, 1b43, ascaad2016_011i5, sigradi2013_387f, 257d, 2b26, ecaade2015_25i5, f4b5, a459, 871d, c7d3, b4d7, e3d6, ecaade2016_197y51, 45b8, 3a24, caadria2017_018u7, e048, f7ab, 9d5a, sigradi2014_232v8, acadia16_62g4, 09f5, sigradi2014_015i1, 180b, acadia15_110u3, 8362, 95da, caadria2016_013d2, c77b, acadia14projects_135l, 1962, e6a6, ecaade2016_018w4, sigradi2015_3.209w3, b705, 7b0c, 3c89, e5eb, 5e08, 74a9, 0dc4, 1ea8, 3698, ascaad2016_028c11, c479, ecaade2016_108s29, 991d, sigradi2013_10a, sigradi2014_192r6, 2386, 8ea5, 5577, a617, f6c1, ecaade2016_065y15, 12fa, bbaa, 3375, acadia16_72c5, a47c, e6fb, 2814, 15fb, 668b, ecaade2016_026r7, ecaade2016_193t51, 49a1, 75d3, 03a5, 819a, 370c, 7ff1, 1ff0, acadia14_463ay, b4ea, ba2e, ef92, 9818, 7f4f, daf5, caadria2015_010t1, 8b48, 120e, e2e5, 4c53, d778, f3fc, 9aa9, 354b, b591, d26e, 2969, ecdf, aa32, 7066, b462, 4e7e, 751f, e9e8, af18, e49d, 39d9, 896a, 9ab9, ed22, sigradi2015_sp_8.284l30, 60f9, cd01, ecaade2015_86k17, d227, 9d59, dffa, 852f, ecaade2016_238i63, 7f3b, 7013, 6f15, f4ab, 2d96, 6400, bd75, 1214, ecaade2016_087o24, 089d, a316, 6270, 4e47, e389, 86fc, 0e2a, sigradi2016_669q, caadria2016_703g30, acadia16_116z8, d597, 65bf, be5e, 6d68, bf90, d4ec, 4dbc, 87be, 7941, 33c1, fee0, f65b, 401d, 9d6c, 82af, c5b9, 587a, 0187, 839b, ijac201614402k1, acadia16_270e17, 49f8, caadria2016_829g35, 5f0d, 16e9, caadria2017_015u5, be91, eab7, cbc7, f5bc, 36d6, afb2, 5e9b, sigradi2013_327v, c92a, 0c8f, 3036, ecaade2016_083b24, 2c79, a543, 0acb, acadia14projects_339as, ce32, acadia14projects_177aa, 6bca, 12d0, 13e9, b197, cbbc, b729, c20c, a641, caadria2017_046v14, b5a9, be1b, 9b64, ascaad2014_014p7, acadia16_280x17, c3b6, f8c2, bfdf, 66a9, dcd0, 7619, ecaade2015_87b18, caadria2017_051w16, caadria2016_321k14, 3586, sigradi2015_9.141e16, 614b, defb, 64c1, caadria2016_851z35, ecaade2016_023v6, f1ad, a22c, e69c, 92e8, 6e9c, 04b6, 019b, 2aa0, caadria2015_073g10, acadia14_81j, sigradi2014_305j5, 4506, 036e, 73c8, 15ff, adb5, 8b13, 9d74, 484c, sigradi2013_379, baeb, 7e19, b26c, a840, 9db1, 2f31, 6ddc, a9f9, ascaad2014_010u5, 4d99, 8d14, 8887, b52e, d301, 4852, acadia14_177af, d355, 5eca, cfb8, acadia14projects_719g, b1e2, ada6, d022, 4768, 0a1f, 2ed5, 4132, ba17, ae33, 2c5e, acadia16_214i14, 4222, 823c, c425, 3022, e3c8, b956, ecaade2015_317z68, 1286, 0fb1, 62fc, 1308, f098, ac84, 7264, 73ef, acadia14projects_189at, a51f, e222, ecaade2014_057j14, c8ba, ecaade2015_55t10, 670f, 310e, 33bc, f11c, 93af, 4824, 017e, f7dc, 6a37, 2114, 43e1, ae1e, aea9, b7c3, sigradi2015_3.65p2, 3c31, 3c90, 63e5, df95, caadria2016_601p25, 51fb, c5ee, 1534, 9e39, sigradi2016_560dd, 3219, 9fe2, cc84, 533e, be82, caadria2016_209v9, 6205, ce1a, ecaade2015_217i48, ecaade2015_202c44, caadria2017_070f22, ascaad2014_030z8, 7853, 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acadia14projects_247y, ecaade2014_184k46, 5c9a, 1a2a, c12e, acadia14_219aw, caadria2015_213h33, 85a9, 298f, 2eb3, caadria2016_291a13, 80c4, caadria2016_167e7, caadria2015_016s3, 106f, acadia14projects_699m, 464d, d925, 317d, f0a7, b12c, f67c, sigradi2013_275g, ascaad2014_014i7, c308, 1ec6, 690c, ecaade2016_032u8, 30bb, acadia16_382c24, 408b, 9566, 0b09, a74c, 23d6, 2c26, f012, 0817, 8b1c, 4fef, 0548, 56b4, acadia14projects_555h, sigradi2016_602f, 2309, acadia14projects_63d, 3b63, 984e, aa60, ecaade2014_220f56, 5a8b, 92f5, 1252, 6edb, ascaad2016_035y13, 18de, 7c59, 7e96, caadria2017_094x25, acadia16_372k23, 74fc, a8a4, 68da, 863d, 1ea4, acadia14_101as, f1d9, sigradi2016_393ww, cf28, c5d7, sigradi2013_117h, 5085, acadia14_347ap, a760, c413, acadia14_445ak, a839, fd7e, 08c6, e89f, 0513, ece4, 4fd0, 9176, ecaade2014_052e13, 4609, f5d4, caadria2017_145r38, fca9, 789c, 4bc7, sigradi2013_194z, ecaade2015_21u3, 040b, 13b9, da6a, 4c5a, 6937, 3baf, 2c85, faab, 8afb, 2094, a0c7, 07d1, ceb2, ee5b, 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caadria2015_108n16, 1be3, 62e3, a5aa, sigradi2014_151l3, ecaade2016_017o4, 010b, 883f, 7ef0, 6fe9, caadria2017_118j31, f32b, ecaade2014_113v26, acadia15_333b14, 692c, sigradi2013_194m, ca5e, 2085, f1ea, 9257, e4c2, sigradi2016_770m, 0a58, ecaade2016_067i17, ijac201614102x2, 5468, 5602, 61da, d0ce, f4e5, 19bb, d365, a356, 877e, 1df9, 73ed, 8175, 727d, b49c, 6fa4, cc42, baa8, 5296, ecaade2014_128u28, 1eb1, d180, 7b8e, 81cf, ecaade2016_208t53, 83e1, acadia14projects_101af, e0e3, ecaade2014_010o1, 16a4, acadia15_195v7, 423c, b736, ecaade2015_228a51, 51c0, bd37, 90ae, 0703, 10ef, 8499, ijac201614105p4, acadia14projects_247p, ecaade2015_53r8, acadia14projects_647at, e6b6, 0427, 9bc3, b1dd, sigradi2014_217f8, 3b5d, 1512, cddb, sigradi2013_326j, cb0f, db1d, 2fa3, dd73, sigradi2016_611o, 014e, af55, 3810, 4eea, acadia14projects_627as, 55a3, 18b8, acadia16_140x10, ecaade2015_11h1, aecb, 44f4, 636f, acadia14projects_531y, e945, a26b, 2686, c90b, 2117, sigradi2013_41v, sigradi2015_sp_8.6f30, e409, 2ce1, d4cf, 9bb3, 7c51, 6234, caadria2017_004i2, 0c36, 3a82, b8f0, 89c3, 8503, 65b3, 9538, 9466, 3be0, b2b6, c677, a87e, 9e5c, 34fd, sigradi2014_197v6, f053, 6757, 8992, 5793, eea4, ecc8, d279, d4dd, be5b, b751, 801f, f0b9, f7fc, sigradi2016_710gg, a83f, b15a, a0cb, 108b, 7cbd, 20f1, aa0d, acadia14projects_435d, 6b64, 66ed, 0258, acadia14projects_63az, caadria2016_219f10, 82ca, 7f86, 5448, 7b8f, 226f, acadia16_196i13, ascaad2016_041i16, ea68, sigradi2015_11.71i24, ecaade2014_120h27, 1cf0, 24b9, 1680, ecaade2016_185h50, 8b81, 5d31, c4d7, 118e, c1c4, 54e5, 52b1, 7aaa, b36d, 65fb, sigradi2015_sp_8.326y30, f3ce, 515f, bcfd, c502, 2ab4, 80b8, 29b4, 6d11, ec5c, 99db, 0005, 47d2, acadia14_463az, 7068, 85d3, 9128, f6aa, ecaade2014_182x45, 3438, d2ba, 2f63, 0698, 5cac, 6dd2, acadia14_565r, 8c86, 6054, 6686, acadia14projects_655ac, bc64, acadia14_219av, bcbb, e2dd, 27cf, ecaade2014_072b18, 6536, 5206, f4b9, caadria2015_070i9, ijac201614309e6, c745, acadia14projects_229g, 3c5b, 559c, fc2d, 83b9, acadia14_655ai, 2f16, bbbe, sigradi2016_490w, 9e18, b25c, 27e2, f788, 07f2, 807e, 709d, 7520, adda, sigradi2015_8.27l10, 7d21, 3951, 5c22, ac02, 49c5, d401, 2cd4, d0f0, 40df, 531e, 6cc7, 17ae, 3db6, 3801, 7839, 11bd, 59f0, caadria2017_174p42, 79f5, 4e13, 7749, 1b91, 0783, a918, 6883, 9b50, a632, acadia14_33af, 37b3, 5a55, a045, ascaad2016_004p2, caadria2017_118s30, dd2e, f996, f4b1, 4152, fdb1, ascaad2014_003t1, aa42, ac1f, 3ca0, a8c4, a0a5, 2be6, 8fc0, 8444, ecaade2014_206k53, 89e5, sigradi2015_12.215z27, 2f06, 9929, 5f04, acadia14_135y, acadia16_244x15, 14f1, 0ab8, 54d8, acadia16_352r21, c567, 2a70, sigradi2015_3.65x2, 6ba1, 2a40, df72, 98c3, 887f, 535a, d348, bdbf, acadia14projects_609ak, ee05, 8755, 90ff, caadria2015_130o21, 7639, 72f8, dd7f, 9e16, ebfd, ascaad2016_041h16, dbf3, 862d, e975, b19e, ecaade2015_185p39, ecaade2014_132e29, 08c3, db9e, 52c2, 3a1d, 87a6, caadria2017_163l40, 05c7, e510, e17e, 5952, 7e4c, 56ae, f06b, 6711, db49, 04db, 1eeb, bf2e, f19a, b173, b091, 7c7a, 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ijac201412403c6, 5ed9, abcb, cfe4, f312, caadria2015_142n23, 1e3b, caadria2017_086h25, 9e67, 78e4, ae65, d1ba, acadia14projects_507ad, be0f, a858, d3f3, e231, 7cbc, 604e, sigradi2015_9.347n17, 10f5, caadria2016_003j1, 79ca, a943, eb7a, 579d, 7db9, 556d, cf37, b46e, 773c, 77a3, bfd1, c3c7, ea90, 1178, 7868, ecaade2015_101e20, 0dec, 55c1, b855, c326, 2656, 6fab, 869a, 7b8b, f962, 49de, 3786, 8519, 485e, 976f, acba, 01eb, 69d0, 2a0f, 5589, de11, sigradi2015_10.377s22, 42f0, 49eb, a4ef, acadia16_130o9, 6d5e, 1387, 9e75, daf3, 46af, 2355, caadria2017_009k4, 4528, ecaade2016_163k45, 87ec, 2ec6, 5a97, d659, abc9, 678e, 1daf, 8255, c283, b4c7, ecaade2014_010r1, c921, 36f3, ecaade2015_138l28, 2030, ecaade2015_301p65, 8772, 4f2f, ca63, caadria2015_203o29, abe7, 984c, 1537, sigradi2015_6.42b8, ijac201513201c6, f414, c929, d245, fb0f, ecaade2015_13l1, a8e2, 3b74, 04b4, 3fc1, ecaade2013r_018f9, 3689, ecaade2014_038t9, 2318, 27d0, 6024, 6c34, ecaade2014_140n31, d6cd, 663d, add5, 12c2, 08be, 5e3b, e7bb, acadia14_531k, ecaade2016_098x26, 80d8, sigradi2015_10.267u20, daca, de25, 59f2, cd31, 007b, 940e, ascaad2014_003v1, d799, 0038, 50f5, ecaade2013r_018l9, 1c1a, 7cf8, 8ccd, 738e, f398, a739, f161, a16d, 3039, d4a1, 9963, 3c35, 5f20, 21d2, 02ae, 5895, f154, e844, 86ce, f37c, 1a3a, 1164, ecaade2015_59t11, 1a1d, acadia14_247j, caadria2015_114t18, 7a1e, 1a44, fb1b, 1d6f, 131a, d8d8, f481, 06f6, sigradi2015_8.264k14, 6c75, 0d14, acadia15_137y4, 2871, 1005, 7803, ijac201614402y1, 4fea, 24a1, 555c, 4956, caadria2017_145b38, c735, acadia14_101ap, ccfe, sigradi2016_737w, 2194, 1963, a5b6, c615, afdb, caadria2017_048r15, 44b7, b7b1, 9497, ecaade2013r_018t9, a54d, f7b0, 122c, 7ff2, 77ab, 5409, 046e, f090, 11ee, 6c5a, caadria2015_081t11, 1f5e, d576, dcf1, 173c, d6cf, d911, ecaade2016_067j16, 8f9d, cbfd, acadia14projects_463as, ascaad2014_020p3, 03dd, 0152, 9e7b, faf4, e859, ecaade2016_078d23, sigradi2013_101, 765c, ecaade2016_238j63, 63af, bac9, 0bdb, 9a23, sigradi2016_636l, 94ae, ab6d, caadria2017_055n18, 00ff, c014, b732, 3fd6, ijac201412408o2, 1ef2, 71b4, 2d9b, 5379, 28d8, 3d3f, 4ba4, a3c5, b393, 3c5d, acdd, a9a7, e1a7, 7685, 936b, e70f, caadria2017_008w3, 61ea, sigradi2016_564hh, acadia14projects_235r, 20be, 2f6d, e973, acadia16_382t23, f5a4, ecaade2016_190p50, e0f2, efaa, 0280, 32b9, caadria2016_157z6, 0f44, sigradi2014_329v6, e074, 61c1, 24a9, 08a0, 6b52, 4473, eed7, 6fb3, 26b5, dd27, 4cff, 5122, 55a9, d7ac, ascaad2016_059p23, ecaade2014_044f11, 8ffe, 2413, befa, ecaade2013r_019b10, e836, ff23, 7b8d, 5b4d, 9ddd, bdd5, ccf8, sigradi2013_285b, ef56, caadria2015_156o24, e6a1, f84b, ad8d, 559d, 00e8, ec6d, ecaade2014_180j45, 56a3, ecaade2014_168c41, 55b5, b21f, 7dac, 77ac, 85f0, dee6, d75b, a114, 343b, 9b13, 9609, 1dc3, 0aa8, a95e, eaff, 3e79, 5a41, 3edb, db54, 4c19, a37a, ecaade2015_155i32, c0f6, sigradi2015_3.155l3, 3a4b, 8e7f, 24df, d4f8, eed9, f681, acadia14projects_281y, fecb, 65b6, acadia14projects_281aa, 38bb, 46f1, 644c, acadia15_469f20, c228, ecaade2014_237i61, 5a89, ecaade2013r_003d3, 55f1, d87c, 28c1, 2f1c, d029, 03dc, caadria2016_871t37, f5ec, ee88, ecaade2014_159p39, c905, d9c9, 9ee2, 2bdc, 8c6d, 5bdc, 49f9, be31, 42e1, 285d, ecaade2015_285j62, bc50, b790, sigradi2016_449jj, b976, ac35, acadia14projects_473ae, fb4c, 744e, 993c, 1bee, f662, ecaade2016_102j28, 46f9, c6b1, 3eab, 06c6, 0d2c, ecaade2016_139w38, 97d1, 71ba, 6ae1, ede7, 47d0, 9f97, f051, ab75, a7c6, c218, acadia14_479as, d161, a793, 753c, 94dc, a467, c977, d1c2, ecaade2015_180z38, a133, dc8f, 2ffa, 2d59, 33cd, ecb1, 2f4a, 2b37, 8987, 4196, 00b7, sigradi2016_807mm, ecaade2016_152x41, af31, de1a, acadia14_75a, f38a, c50f, acadia15_323l13, acadia14_153a, bb33, 3cb5, ecaade2014_173v42, acadia14projects_145v, acadia15_284s11, d726, 910c, caadria2017_072x22, sigradi2013_244r, e492, c84b, d6ae, ecaade2013r_009a6, 2954, a097, d554, eebc, 8e0d, ecaade2016_213t54, 737d, 4c1a, edd9, 942a, 4a11, 7059, bb09, 84e1, e4f7, 64c2, a387, 0730, a71f, 0718, ijac201614102n2, 2b2a, 0170, 19d7, caadria2015_122g19, 4681, 832b, bd6f, 960b, ba71, acadia14projects_145y, 27e6, c47e, 4c09, 6f89, 53b4, 1357, c2ff, f6b6, 9973, 4879, 5e95, a5ab, da41, 638f, 9135, be9e, ascaad2016_012p5, ijac201513105i4, d5be, d7cc, 20f4, b1fe, 4c6a, cf07, a5d1, 124f, ijac201614406g4, 461c, 274d, 1c56, sigradi2014_313r5, cbd7, 23e7, 02cb, fee8, ecaade2016_075a22, ascaad2016_046p19, 1a26, acadia15_243y9, sigradi2016_426c, acadia14projects_463s, 76be, f5eb, 91dc, acadia14projects_479at, 22a8, 5e98, 5edd, e811, e837, 85b0, acadia15_431k18, d8eb, ecaade2015_13m1, 97b2, ae40, 24f2, dfcf, 98fd, 2e35, ascaad2014_018a2, 8c15, e611, 97b8, ecaade2015_83f16, caadria2017_149h39, 697a, dc5e, 1a2f, ascaad2014_026c7, e199, 8aa3, 5308, ascaad2016_054n21, 2572, b79e, aef1, 740f, 3142, c238, ecaade2014_072m17, 5806, 7f65, ijac201513102x1, a0b8, 1e77, b869, ecaade2015_293c64, c80e, d6aa, caadria2015_145v23, c126, b21e, 429a, 2c0c, 2ad4, acadia14_463v, b55d, ad4a, 232c, 1b3f, aeb6, dcff, 6650, 767a, b3d2, 3f5e, ecaade2016_170u48, 739d, 9565, 7910, cef7, 26f0, f16a, 3b79, cf5e, 2033, 9b08, caadria2017_145h38, f22e, 8ae4, caadria2017_040j12, caadria2015_130p21, 4bab, 126d, 0914, 6bac, ecaade2016_217k56, dbff, sigradi2013_248v, 46dc, ecaade2016_197a52, 3bdb, ebad, f682, e754, 6699, 7c23, 99bf, acadia16_106a8, sigradi2015_10.74r18, bd6b, ecaade2014_011a2, c3f1, ecaade2013r_014f8, 5280, 7936, 8998, sigradi2015_3.345t5, be59, 8e15, e830, 394c, af03, 7df4, dd1f, d20f, ecaade2016_072l20, 4ce0, f50a, 8f8f, sigradi2013_386, fb9e, acadia16_424i25, 1f4b, daad, 560e, 0bb6, 41cb, 5a7b, 6db3, da7d, 91ad, 3422, f069, 6fa1, 0273, d6e8, 3813, 6e38, 66d7, fb6f, 0f72, 197a, b573, ecaade2015_205w44, 9873, 4d3e, 2e2b, e950, 6439, e94c, efb6, 08b3, 4cd6, fdbf, c071, 4e29, a653, 05f1, d9fa, caadria2017_115l30, e41c, baba, 0f04, 9f8d, 190d, 3d14, 9c35, c475, ecaade2014_120j27, 0964, ecaade2014_072c18, 1650, 1815, 41a3, sigradi2014_345x9, ijac201412203a2, caadria2015_070f9, ascaad2016_045l18, a0ab, d4fb, 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ecaade2014_030g8, 7715, 361f, 5d71, b17c, 9033, e4d0, a084, 1c19, 971f, 4f58, 21b9, 80eb, becf, a488, f223, 7819, sigradi2014_109f9, 6a6a, 4d5e, ad52, sigradi2016_669aa, 4223, 429c, 241d, sigradi2013_347s, 60bd, 0d09, e5c7, 0825, 7aaf, ascaad2016_022k9, a21f, ecaade2016_068l18, e1a8, e857, 22ee, 1034, a6c9, acadia14projects_531r, ecaade2014_157j38, 6368, caadria2016_673w28, 2fe6, caadria2017_029s10, 1cc8, 2136, f7ef, acadia14_347ar, 6546, 3cef, caadria2017_021c8, 57da, 7cc7, 5b90, 902e, cad4, 6425, 57e2, 973d, 82a2, f52d, sigradi2016_484rr, caadria2017_168a42, f85a, ec23, ecaade2013r_012m7, 909d, 4195, 1abb, acadia16_318o19, c1cd, 53f1, 9399, 2037, c82b, ijac201513201t5, 4f2d, 2d4b, a983, bd41, 7c15, 9805, 2e67, cb96, d465, e839, caadria2016_631j27, 9e30, f8e1, b251, ecaade2016_144g40, a07f, caadria2015_172i26, acadia14_33ai, ddb6, b30e, 609f, ecaade2014_180g45, a4a4, ecaade2014_149i35, d818, 7ccf, sigradi2015_11.196m26, 15e3, 0ed4, 8ada, f6c3, 80f7, 3417, 6a17, 05f4, 528a, 3171, bd40, 05a2, 5759, ecaade2015_227e50, acadia15_203k8, fb49, ecaade2015_196p42, ecaade2015_139y29, faf5, ed9b, 5cc9, 28a8, 122b, 3c56, e932, a429, de08, 8ae3, b35c, ecaade2015_79h15, cdd6, 4747, 754c, 0737, 667b, ba7a, d129, c76d, e6a7, e4b2, 9e9c, fa71, 4752, 9699, 183b, e095, 5223, 3dfb, 4b53, ecaade2014_065e15, 782e, 2d5e, 121d, acadia14_199ar, c39d, f0f6, 0480, 8163, b286, 8d6b, caadria2017_109w28, 9e1e, 54e2, f1b1, ff74, 8edb, 3a96, 1b23, dd9d, 1a7c, d586, c9eb, 986e, dcb1, 5bde, 407e, ab39, ecaade2014_201b52, e3b4, c144, e798, 8f4a, ecaade2014_038e10, caadria2016_559b24, e037, caadria2016_601e25, 0bee, 084c, 7faa, a2af, 88dc, 6b7b, acadia14projects_637af, a075, 3fb5, 2535, 0b91, caadria2017_018x7, 36f6, 3014, f635, 5170, 78d4, b587, c24a, 42b0, 14d9, 1466, 0d23, 3190, 2d6e, e3be, f42c, e83e, 3524, 2f41, 7493, b3fd, 41ab, 6553, ijac201614205f10, caadria2015_070e9, ecaade2015_53p8, b912, 2b42, 072d, 87fb, ijac201614207y11, c10a, 0302, acadia14_177n, 23fa, 34f1, c80d, sigradi2016_673ff, 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8c8a, c391, 5823, 7845, afaa, 184c, ijac201412305d2, ca82, 55dc, edc2, 7291, 6c71, 938f, acadia14_291au, sigradi2015_12.167j27, ijac201614102l2, 00e2, 2a45, caadria2016_045g3, acadia16_72b5, 6d83, sigradi2016_636n, ascaad2016_009i4, 7a19, 87fd, 5f3d, ffae, 34de, f21e, 875b, 4d12, 4bdb, ecaade2016_118z31, 267f, acadia14projects_445ai, 6d04, 20df, caadria2015_066d8, 5d22, b261, 6803, 3836, ijac201412403o5, 26c7, c823, sigradi2013_425r, bdc5, a0e3, ef24, 4cb9, 1078, acadia14projects_135y, 9bd2, 47a0, acadia14projects_389e, 0a93, 83a3, 5119, acadia16_130l9, 9028, a20a, acadia15_323b13, e8de, 4b11, 4be5, 2038, 5ed7, 0aaf, ecaade2014_204g53, 3b05, 5e49, 442a, 4abd, 5c03, sigradi2014_082v7, 594d, 5150, ecaade2015_314l68, 129d, 7f7e, 7a38, sigradi2016_534xx, 5c05, 3ccd, a1f1, caadria2016_797y33, 7670, 64ac, bbf3, 0cf6, acadia14_709ao, caadria2015_139b23, 4021, ecaade2016_102m28, 242d, e886, 5cc1, caadria2017_081n24, a8f4, f9b4, beb0, 8c22, 9c21, 3827, c3bb, 7a78, fee2, 26d9, f14d, 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caadria2015_013j2, 7614, 549d, acadia16_12m1, e18f, dab0, caadria2015_157v24, 3f6a, 8f77, 6f93, a313, 7c84, 109f, f66f, 5f58, 290c, 84e5, 3b25, 7f9f, 0792, 7de2, 659c, e93e, 6f36, sigradi2016_571uu, 8028, 60fa, d09a, ecaade2016_048c14, 9955, a560, 1867, 4862, 2514, 86bf, 8548, 4a99, 113c, acce, 01d2, 6482, cd99, 5e44, 057d, 2740, e238, d501, 9719, da8c, 935a, 1fa4, e19b, 16cc, ecaade2014_089w21, f306, 4783, 1ee8, 8384, acadia14projects_661m, 19a5, d810, caadria2017_062t20, caadria2017_027t9, 5619, sigradi2014_201f7, c610, 45c8, db2b, f7d9, 6a6b, cb67, 3111, b077, 2dee, 8dc6, ecaade2013r_001j1, 46a6, acadia15_243d10, e39a, 4e6c, acadia16_308p18, ae05, ecaade2015_217j48, e44f, sigradi2014_049n5, 9f55, cb19, 459c, b049, ijac201513104r3, 1d62, sigradi2014_330j7, aed9, a791, 68ba, f982, b51e, 3ab2, ecaade2014_123g28, 1469, 8624, f595, b80e, 4559, 9ec7, ecaade2014_196e51, e96f, bd32, acadia14projects_199aj, 124b, 2dba, acadia16_140j10, a7ab, 9de6, sigradi2013_183r, 1bd4, 4c6b, 6502, 3a6c, 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caadria2015_109d17, 8713, caadria2016_333a15, d198, 7151, ae5f, 6158, ed1e, 84c8, 5e67, 06be, b703, e899, ascaad2014_030w8, 7a41, 20a9, 2308, 6646, 8e60, 916f, f699, 175b, 2ab3, f4f4, ecaade2016_191j51, ecaade2014_094h22, 0d0f, ijac201412301v6, 5b48, ascaad2014_024r5, 7f16, f3f8, acadia14_399ah, 0763, 701d, ecaade2013r_020n10, 780d, 7e32, d510, acadia15_110d4, ecaade2015_287f63, 4eeb, ae60, acadia14projects_549r, 0b58, daab, f716, 0391, 9fc2, 52d5, ecaade2015_193f40, 1a84, ecaade2014_194w49, cc31, 2e3d, de81, 8170, 7667, f15c, 09f7, e30f, dd00, cc0c, 5658, c6eb, 9f22, e139, c9df, 2589, df22, 7deb, 4126, 9a0f, 1072, 0366, 4617, 2075, 698b, 791b, ecaade2014_239x61, 697f, 1a6b, acadia15_451g19, 9c7d, 351f, bca9, aa24, 0d88, 10fd, 9953, d205, 6d03, 8fb1, af4f, da81, 5a53, 5337, 212f, ecaade2014_194o49, ce41, 9591, 9877, caadria2016_157s6, b0eb, 5435, 09c3, 6f4c, 56ce, sigradi2014_281k3, acadia14projects_375p, acadia14_619au, 4619, 260a, 7034, 92f2, ff28, 4e39, c7c9, b45d, 6639, dc88, 3c14, caadria2015_117z18, 8ac6, 872d, sigradi2013_74g, 2542, ecaade2014_226b59, fc2c, 49e0, ijac201412204o2, 89ed, acadia14projects_257aa, 99f4, 0aab, 756c, 5d60, d1bb, 54ba, ecaade2014_177u44, d7ba, 6c30, f007, acadia14projects_267g, f4ff, be77, c7fd, 9201, sigradi2015_10.307w20, 2d90, b81e, 6202, d697, a06d, bd1b, 0740, b959, e1ad, 7fe6, a383, 637f, 9fb5, 4d6d, bbcf, f8c3, ea89, 8510, 508e, 942c, cc10, ffcd, acadia14projects_63ad, 3dc1, sigradi2016_712nn, 716c, bc76, 6bc3, 120a, 2dec, ed06, e4c8, ccd2, 5470, ecaade2014_132k29, 18cc, 633a, ecaade2014_221l56, b55a, bea5, 58e1, a0d0, d91c, 0ed3, 393e, caadria2017_016f6, ascaad2016_022w8, 77e7, 0a7a, acadia14projects_153am, 9e64, 8df1, b2b7, df18, 5c5a, ascaad2016_014i6, b9a3, d655, ecaade2015_170g35, ecaade2016_157w42, 9d7e, 8914, fdfc, caadria2017_074f23, a1a9, ea54, 2961, 9638, e8cf, 8af4, 1b9e, f2f5, bb20, 09dc, b987, 9b58, 114c, cab4, 819f, 20c7, ee5a, 1ed0, 66bc, 7fbe, fd2c, 390f, e698, 121b, b4e6, sigradi2015_8.186m13, e126, b9a1, 9c13, 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