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 Witten, I.H. and Frank, E.
year 2000
title Data Mining - Practical Machine Learning Tools and Techniques with JAVA Implementations
source Morgan Kaufmann
summary Witten and Frank's textbook was one of two books that I used for a data mining class in the Fall of 2001. The book covers all major methods of data mining that produce a knowledge representation as output. Knowledge representation is hereby understood as a representation that can be studied, understood, and interpreted by human beings, at least in principle. Thus, neural networks and genetic algorithms are excluded from the topics of this textbook. We need to say "can be understood in principle" because a large decision tree or a large rule set may be as hard to interpret as a neural network. The book first develops the basic machine learning and data mining methods. These include decision trees, classification and association rules, support vector machines, instance-based learning, Naive Bayes classifiers, clustering, and numeric prediction based on linear regression, regression trees, and model trees. It then goes deeper into evaluation and implementation issues. Next it moves on to deeper coverage of issues such as attribute selection, discretization, data cleansing, and combinations of multiple models (bagging, boosting, and stacking). The final chapter deals with advanced topics such as visual machine learning, text mining, and Web mining.
series other
full text file.pdf (87,759 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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0f92, 38bd, baa5, e393, 3f42, acadia14_333au, 760a, 7e86, cbd5, 5bc2, dfd0, 35de, bca6, d810, a729, b33e, f6f2, 4969, a51e, ijac201412408s2, 838f, 6c67, ae59, 5b05, a8a1, 905c, 70f8, d849, d862, 5d40, ascaad2016_023d10, e336, d4a5, ecaade2016_099n27, 9631, ecaade2016_188n50, ecaade2014_140b32, acadia16_344z20, d1aa, eaac, f50a, ee9c, 52c7, 022d, sigradi2016_534zz, 487f, 8303, 2bc0, ecaade2015_53s8, ecaade2016_222v57, caadria2015_061c7, c415, 177a, 15b0, 39dc, adbd, b22c, 860d, d4e1, 9931, 0510, acadia15_483b21, acadia15_371h16, 8373, 9a25, d67b, sigradi2014_265v1, sigradi2016_816qq, 5e85, 7132, caadria2015_139c23, ecaade2013r_017x8, 1f6a, caadria2016_343p15, caadria2015_004n1, c305, 4d42, 32cd, 54c1, c9df, 46b4, 37c0, da83, 23e3, 789b, f959, 377c, 58fd, 8ff5, b336, bae4, 6087, 12b5, c712, ascaad2014_005v2, 220c, cc28, 8803, ecaade2014_180g45, ce05, 0253, 3398, 68a8, 6484, ecaade2015_304w66, d448, b9ac, 6177, 8753, bd77, b286, f67b, 2385, acadia14projects_445ag, bb6a, 49b8, 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ecaade2015_138d27, fb85, 72d5, sigradi2016_654qq, 1b39, ecaade2015_227g50, caadria2016_487i20, 1a43, 4699, 9e58, db79, ff6f, a6a1, c905, 5288, acadia14projects_479ax, sigradi2013_280t, ecaade2014_199y51, 1174, 540c, caadria2017_118y30, cd59, 51ec, 843e, 7ebb, ecaade2016_158g43, cc09, ijac201412304z1, 8734, 9c5f, 86ba, sigradi2013_112e, 4588, ascaad2014_026a7, af67, 2fe2, acadia14_375ax, 3105, 446e, 5c35, c30f, ecaade2016_139w38, 2f29, ijac201412405o8, acadia14projects_473ae, be75, ee81, 96fc, ecaade2015_229n51, d9d2, sigradi2015_6.151e8, caadria2017_023a9, 8b92, 5ac2, 28b3, 31dd, 2b64, 5da8, ecaade2015_113r21, 4ec7, db19, 04d7, db44, abce, ee42, 169a, a3ba, da53, adac, ecaade2015_293x63, 022f, ecaade2014_067x15, 582f, acadia16_440j26, 7f94, caadria2016_095s4, 0724, ff2f, 87b5, acadia16_318j19, sigradi2016_534pp, 663f, ecaade2015_180a39, 63ca, f9c6, 9225, 9b4c, 0d34, caadria2017_134y35, a0a9, acadia16_254d16, 8c86, a710, dc82, 3ce2, 64ae, 1869, a7fd, 0aa5, 5c45, 39d0, 55a6, caadria2015_081p12, 1a06, ijac201412403c6, 51fd, 2eb3, fcc7, 4958, d3a2, ab6a, acadia14_619as, 01a0, caadria2017_023r8, 9c71, acadia14projects_619z, 740f, ijac201614302z1, caadria2016_601k25, e89f, 0851, fc1e, 3e5b, d355, 5cb5, 1dcb, 5a9b, 16ac, caadria2017_041t12, 9069, 0194, 4982, a82e, 1922, 985d, sigradi2016_385oo, 35a1, 4363, a6fe, caadria2017_041y12, 5bdf, 9db6, 6667, ijac201614201l6, 1d45, caadria2015_108n16, d4a7, 5a3f, e554, 8bb6, acadia14_33an, ascaad2016_057k22, b388, 7200, f5c5, 606b, ascaad2016_027y10, 3abf, 8581, 7c1e, 2db2, b3a0, sigradi2016_654vv, 4879, 3001, f497, caadria2015_081s11, 83c4, 3ad0, dcf6, 67f5, ecaade2015_53y9, 9ac9, caadria2016_063t3, e4a0, 62e7, e151, ijac201614101h1, ecaade2016_243o64, 53b7, 820a, 18e6, 0332, ecaade2015_170l35, 58a1, b75b, 1c29, 5129, 9f89, f2b2, 2007, 5fde, aeac, 900a, 93c3, d44b, abea, 61fb, ecaade2015_199d43, 87ab, 244e, 6e65, 9a59, 18f9, 7302, 1990, sigradi2016_483gg, 9dd6, d65d, 54c2, a39a, b52d, 3efb, de8d, e61f, 716a, 264c, 5cf9, 5d34, b224, acadia16_224v14, d507, 17b9, 8ade, b457, sigradi2014_313b6, caadria2015_108u16, b934, c6ab, sigradi2013_243t, d604, acadia16_244k15, 8163, 18b9, 770c, 1d68, 46d2, ccaa, 981a, 37a6, 96f0, 67da, cd53, f002, 636f, bbab, 39a6, e73f, 8b08, 7120, 4fbe, 3395, 7c12, f20d, 257f, 6280, 04ea, c9fc, 454c, 2bdd, b2be, 969e, 4372, sigradi2015_6.327r8, ce2e, e54d, ba73, 5540, ff70, 5eda, 7f2a, acadia16_382r23, 2383, d026, 7d3a, 60df, acadia16_270x16, 99ae, 809b, 4b2f, db36, ecaade2014_186h47, 87c6, ce45, cb01, caadria2017_113o29, 8b4f, c4a9, 122b, 95f8, 9c3c, 6b49, caadria2015_142k23, 18e0, f3a6, b0db, acadia14_117a, f7e4, 1d13, 396b, 6624, 0068, 285c, 13b9, acadia14_153ax, 9f7e, f2de, 28cd, 27f6, 8965, ascaad2016_035m13, 3ef2, 4c20, 7166, ef43, c84c, 599f, ecaade2015_87y17, e66c, ascaad2014_021y3, ba38, caadria2017_047y14, ecaade2014_185v46, ecaade2015_77v14, 135b, 0ca6, d3ad, 8abf, acadia14projects_23ab, d8f5, 6f16, 2be6, cf8d, e255, 6402, befa, 49a3, acadia16_154h11, 1fbb, 7fb0, eb8d, ecaade2015_250k57, 975c, 479a, ecaade2016_016f4, d1b1, 4d35, sigradi2013_194s, 4bad, 3a7f, 0226, 44bb, 1dc5, 996c, f910, 7f89, 3d6f, 2923, a4ba, ecaade2015_13u1, 271d, 3158, e709, c3f5, 63fb, e5b7, sigradi2015_10.377y22, acadia14projects_347at, e113, 5160, ijac201614102l2, acadia16_344w20, be55, 8cd3, 1272, f109, ecaade2014_052k13, caadria2017_048x15, e3e0, sigradi2016_732s, 41a0, 2b81, e7d6, 91a5, 40af, 8e91, 58d5, 713c, 8206, 664a, 4723, 28fa, caadria2017_107y28, caadria2016_631l27, f932, b949, eb87, f607, f5c1, 0669, bdf3, 0a6c, 7092, 432f, 833e, ascaad2014_004l2, debb, sigradi2014_345j9, bf98, ab3f, 7f4b, f3c0, 79ff, fbc7, 64c1, 2743, 3558, ed5c, d21e, 68c7, ea80, 6836, 86c6, b63d, 6f28, 648b, ijac201412303r8, fdb2, a94c, 9825, 2d20, fc4a, 933c, caadria2017_122x31, 38a2, 9da7, 228d, f615, sigradi2015_2.213t1, sigradi2016_625uu, ed02, ea54, 61ba, 29d7, db11, d1fc, da2a, bf63, 48c1, 619e, 3360, 3667, b5c4, d79f, 7c51, 88d8, 41a8, e418, 0df6, caadria2016_735r31, 11bb, sigradi2016_773x, 88a1, 4a7c, ijac201412408i2, caadria2016_395z16, 32ff, e95e, ecaade2014_175u43, 9df2, e316, cb85, 6126, c67d, 002c, cf53, 1fea, 2057, e3f7, a360, 4912, 639e, caadria2015_102d16, 593b, 8451, 0cba, f107, b8c5, ecaade2015_164r34, b963, b3eb, d3ce, 9bd4, c4f9, c26e, 009a, acadia14projects_661a, caadria2016_683f29, aadc, 965b, 9639, f97c, 6908, 7f8b, 67be, ecaade2015_227x49, 69cd, d31a, sigradi2016_764i, db77, 5446, ccb6, 60af, c33d, ecaade2014_226e59, b955, 7c18, 6d86, ascaad2014_014d7, acadia14_565w, 6b7f, c22f, 3934, 5e17, 4d9c, bbb8, 3910, 5aff, sigradi2014_123t9, d0aa, 9276, 8446, 81b8, ecaade2016_237b63, cab6, ecaade2013r_002x1, cad2, 5e11, b2c9, f6ad, e8d1, 2bb4, f2e0, a14b, a506, 97be, 547c, acadia14projects_637ai, 6a99, caadria2017_048z15, b396, ecaade2016_047j13, a6c0, a2ca, ascaad2014_033a1, 0c16, 7623, acadia14projects_589a, 6fcd, caadria2017_132k35, c4b1, 34ae, caadria2015_072r9, c5b3, 6f4c, 4882, ad0d, 0c59, 1175, 49aa, 879a, ijac201614105u5, 4402, caadria2016_745a32, 7d7c, 420b, ed7d, f240, 7621, sigradi2016_695y, 96ea, 7af8, caadria2015_226o34, 2c65, 2a24, 9121, 00bf, a94d, 9d87, cf05, a783, 3077, ecaade2015_209u46, 3387, ecaade2015_83g16, 87b4, ecaade2016_151j41, 1d8c, 00d9, d98d, f61c, d5d6, 1144, ecaade2015_155m32, 93fd, 1b83, aaaf, ascaad2016_030f12, d472, 6d43, 7a3f, b411, 7490, 2fa0, 2ca2, sigradi2015_9.347k17, ecaade2015_280a61, cacd, caadria2016_703n30, 6d01, 14a8, 64c7, ecaade2016_042v11, acadia14_609af, 7aac, 65ef, f924, acadia14projects_301b, 89d3, e60c, 2717, 61af, 498b, 731d, 3afc, ijac201614207l12, ae9c, sigradi2014_335t7, 27f2, ecaade2016_047p13, d0d2, 85ce, 6b0b, e8d4, 1231, ecaade2015_297x64, 31df, afbb, 65ad, 6f3b, ecaade2014_016e4, 3a44, 39e3, 708d, ebe4, caadria2017_163f41, 09bc, 0ba2, d112, 2ec0, caadria2017_031j11, 3b0a, aa42, 5761, ascaad2016_045z18, ijac201614303f2, caadria2017_107s28, sigradi2014_186f6, d985, 57d7, 7816, acadia16_424f25, ecaade2014_180j45, 4926, b9b6, 3ea3, bb59, 47b6, f628, 8c0d, 3fa5, 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sigradi2015_sp_8.78j30, bd5d, 69b0, a58b, db61, 91bb, ecaade2015_21l4, ecaade2016_048x13, 518b, 5b61, 22fa, 7a35, 66ab, f782, caadria2016_683n29, 0aaa, 4203, e8da, ff65, 4355, fc5c, 6a1a, 59e8, 4569, 5b46, f549, db01, 0a8e, acadia14projects_91u, a94f, c24e, eedf, c7ee, caadria2016_851f36, 5593, ca02, 611c, 110c, c7f7, 60ee, ecaade2016_130m36, 1c5c, 79d8, ijac201614306a4, 8a2a, 3d0d, 8e27, 3f17, 67bc, 3eb7, db9e, 053c, ef6e, ea17, e769, ecaade2015_180g39, caadria2015_237m35, 1eb0, 15a8, 5b36, dedf, 93b4, 0c22, 70db, 1e91, d6bf, 911b, c754, e995, ecaade2015_64p13, fabc, 5add, add1, 264f, 0572, 08d1, 8ec9, ijac201513305f12, ce76, ijac201412203y1, f8fd, 1c8a, 9960, ecaade2014_111x24, 8876, acadia14_655af, 5196, d220, f4ca, ascaad2016_043h17, 30b6, c46b, a61c, 6e66, sigradi2016_792m, 4aa7, 4e1b, 7109, a039, 6fa0, 67c1, 031e, 0795, 5019, 5078, 6daa, f005, 61f2, cad1, ecaade2014_233i60, 9d1d, f47a, 393f, 7f23, 1c2b, 4fc1, 6585, 1f6d, acadia14_435ar, eeb5, f4cf, 1114, 874c, b8f2, 3b10, f797, sigradi2015_4.52r6, 6474, 2b1f, acadia14_565i, 4f08, ascaad2014_026g7, acadia14_339ar, 5202, cc0b, ad85, a730, ascaad2014_019t2, ecaade2014_239s61, a370, ecaade2016_ws-intelligentw68, 9fda, 2289, 6ff2, ecaade2014_149j34, c1f2, ff13, ascaad2016_057o22, b825, 7f27, 0f4b, f74c, acadia16_318l19, caadria2017_054c18, ijac201412303u8, acadia14_531w, 06ab, d0d8, c5d5, ce68, f553, 4b50, ecaade2013r_009z5, sigradi2016_431y, fb77, e454, 9fb8, 52e9, 8ff7, 2540, 5736, acadia16_414y24, ijac201412304p1, 5a99, 17fb, 6268, 9368, ecaade2015_217o48, ijac201614105a5, 1720, 95f5, 8157, 6376, 2b36, 4bfc, f17e, 93ed, d2f5, d21a, ecaade2014_120m27, fd75, 6721, 3aa4, 57e7, eea1, 1054, ijac201614302x1, acadia15_110y3, acadia14projects_619w, ecaade2014_046r11, ecaade2015_196f42, 9173, 00ed, 4b6a, 4328, 3faa, 7561, 23f8, ecaade2016_168f48, d8d5, 2757, acadia14projects_681av, c0f0, fa0b, 2e2d, c0e4, 0753, d836, 3915, caadria2017_057v19, 590c, 94ba, 075e, caadria2017_015s5, dafc, f9fe, acadia15_381t16, d75f, sigradi2014_084d8, 2b75, caadria2017_175i43, 018b, cfd2, ascaad2014_012d6, c5d8, 06ce, sigradi2014_282s3, 56b2, 8c41, cdd6, c195, 51cb, acadia15_407t17, 1fb9, ecaade2014_182v45, acadia14_365ap, 2e30, edd8, 802a, 11ba, caadria2015_150e24, 3b68, 1031, ecaade2014_019f5, ee4a, acadia14projects_301g, 61c7, f4e6, 5065, 6612, f135, cfea, 9004, d7e7, 1fd6, e7b6, c459, 4b15, 096b, 62c4, 4db6, 1bbc, acadia14_281v, 6350, a8d9, 967b, 5962, d212, 078e, ee7e, 66e5, 4573, 8f55, 2869, 09df, 5b21, 1acf, 8148, 9d32, 48a4, 4bde, d0d9, 862f, caadria2017_005a3, af76, 0e14, 4a9e, 7dc6, 9050, 7b6c, 6dd9, 87d9, b249, aceb, 82b3, 8cd5, ascaad2014_004i2, 84ac, 5964, fe2a, 11e9, a17f, caadria2017_062u20, b256, d4b1, f010, fd29, 1035, 2b8c, 042a, 53a6, 8bf8, 6139, 4189, ecaade2016_129r35, 9dbc, acadia14_619x, fbf2, b516, 54fd, ijac201614105g5, 70b1, 5763, 4c11, 92bf, 69e9, 9f40, fabd, eb79, 6970, e90b, b272, sigradi2015_3.268n5, 98c6, 9387, 6fed, a130, ecaade2015_138y26, fd7d, d88c, 4a8e, da00, a84b, ascaad2014_024l5, 8913, ab06, d177, acadia14_145w, 9d3b, d90e, 010a, sigradi2013_41s, d244, acadia14projects_117a, d239, 6274, 3452, acadia14projects_655ai, 2709, 1cb3, a4f0, b9ed, 4271, 7a6a, ecaade2016_123e34, 1848, e2e7, 5d57, 5c0f, a9a7, 109d, 586c, 1613, b875, 0267, 16ba, c794, c86b, 8f05, sigradi2013_30v, 211c, sigradi2016_602l, 0fa6, 60c8, 0ced, caadria2017_047g15, 5102, a9b3, b8bd, 6c91, fc52, 3402, sigradi2013_342k, 0515, acadia14projects_565t, 5186, 720a, 583b, 22d7, 0645, c4de, c5b2, cab8, b492, bcd3, 10f7, d9ba, ijac201614302t1, dcb7, 5f83, 77e9, 6b25, d319, 30fb, sigradi2013_326i, d269, caadria2016_187f9, 3cb9, 3ae6, 444c, c0ce, a7fc, caadria2017_015t5, 837c, 72cf, bfb5, 77dc, adba, 31fb, caadria2015_213f33, 901e, 785c, 0538, ecaade2014_202k52, acadia14projects_661n, 1dbd, f465, 1d5a, d53a, ecaade2015_86p17, e745, 11bd, sigradi2014_036u2, 1bf3, sigradi2013_397j, be19, ascaad2016_018h7, 7a4a, 3a71, 8d25, 4841, ijac201513201g5, ecaade2016_073u20, 01fd, fa6e, 6bf3, 6d42, 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acadia16_298n18, 85b4, d891, 459c, b966, f8cf, cb21, acadia14projects_145p, 1338, 3ad7, 1549, 8580, a043, b557, 5c4f, aac3, a896, 235e, 90c7, f837, 8d08, ecaade2015_177w37, 379b, 753e, c4d9, f4ea, 222e, 7727, 798d, e006, 3f5d, e26c, e967, fe2c, 6907, 7cb4, 4f5d, 4ce7, 25fe, 2d2b, 52ab, ecaade2015_334o72, cb80, 51c9, 2c5b, cf22, ijac201513305h12, caadria2015_139h23, acadia16_214f14, sigradi2013_359k, 09a3, 3ca6, 130f, 9846, 8436, 165e, f6d0, 413a, d059, aed7, c951, 1f51, c2d9, a765, 8fae, caadria2016_219e10, caadria2016_767s32, b6d9, 1a74, 111f, ecaade2013r_011c7, f85d, 72c3, 1568, cd84, b77b, bcbd, 134a, ece2, 1e01, f7d8, f034, 1bc5, 5829, 0f19, 3cd7, 5607, 3c9b, ff32, f63b, c488, 4248, a406, ea23, ecaade2014_070u16, 2fc1, eb2f, 5627, 0289, cc25, c84e, ecaade2014_057k14, fab3, e364, cc21, 0df9, 9581, a36c, 11d3, 1ade, ascaad2016_022n8, 02ac, ecaade2016_tkoj67, 05c9, caadria2017_070n22, 591a, 488a, sigradi2015_10.307w20, sigradi2016_484tt, e7d0, 1da3, 8093, ae40, da2d, fc68, 74d0, c61e, 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ascaad2014_030x8, ascaad2014_024d5, 133e, sigradi2013_280m, 131b, 6bde, a2ac, fbbc, acadia16_244p15, 9bac, sigradi2015_10.377z22, ecaade2015_229s51, 2e84, e4f6, sigradi2014_152u3, 9434, d390, b107, 13c4, 59c6, 61b4, d29d, fffa, a665, ijac201513305l12, 3a7b, caadria2016_601r25, caadria2017_142o37, f0d5, 2c9c, a810, b84f, 6e97, 4ff5, 5e49, sigradi2014_043z3, f94a, 76bb, 0fd2, 6900, 8fd1, b52f, 9d0a, b978, f98e, 64b1, ecaade2014_065b15, acadia14projects_189ap, ecaade2015_171a36, 0d98, b4b8, 6adf, dcbe, b76a, 739b, 4a4a, a800, 3c24, cda6, 3f6b, abbc, ecaade2015_84z16, 4a13, caadria2016_013j2, 4083, 04d9, 71e7, 99b1, ecc3, ed66, 2a20, 0f5d, 13f5, f701, 45a7, 73ab, c62d, 272e, 4665, 769e, sigradi2016_455i, 8b80, a016, 43b7, 71fa, sigradi2013_248, a9e4, acadia14_473ad, b420, ea41, caadria2016_787g33, 70d3, ecaade2014_080f19, 4a6a, bfec, acadia14projects_63d, 2d56, 1882, 36c6, 367d, bf5b, caadria2015_206n30, 5ad2, dfde, a587, 239f, f2dd, 9320, acadia16_440y25, caadria2016_445a19, b719, e367, 4b41, 0075, 19b7, 3429, c7e6, 2905, 6e50, 9bab, ascaad2014_008b5, e588, 3ec6, 6c29, 62bf, 44eb, caadria2015_090x14, ebff, a1e0, d5da, ff74, ecaade2015_241b55, sigradi2013_30a, e1f9, f171, 73bb, caadria2015_203r29, caadria2015_033d5, ecaade2014_023v6, 8faa, 33b0, ecaade2014_138v30, c9ff, d445, cbe6, 38bc, ecaade2016_bkon65, 0502, c197, 3719, sigradi2014_347n10, 95c3, 8a28, 3617, 5eec, a8d5, 7de5, ijac201513203n7, 25c4, 154e, 7f91, ijac201412301d6, 87de, acadia14_609as, sigradi2016_426f, a06b, a340, 246c, 035a, 5d29, abb6, beed, fd8c, acadia16_382c24, 2ed5, 3db5, 6145, ecaade2015_114s22, caadria2015_126n20, 9149, b395, 2a97, 15a0, e563, ecaade2016_193r51, 124c, c0fd, ce8d, d947, 3b07, ecaade2015_241r55, 4bda, 8e3a, bf50, sigradi2014_041g3, 1d4d, ecaade2014_057g14, ec11, 2d53, f1a7, b32b, 4aef, 24a4, 8e14, e847, 6570, 771e, 26eb, 3d1d, 5c3f, 2349, ijac201614202g8, 1e6d, 5385, 3435, 74b6, 2072, ddd6, 328e, caadria2016_621r26, ecaade2016_210b54, ecaade2014_065d15, b74b, 4b81, ecaade2014_052j13, 501e, ecaade2016_144g40, 697d, ef98, ce7d, 9304, 236e, a6f0, ijac201614201e7, 7ba9, a18b, daf8, 4484, 5e91, fee3, 689e, 5392, ac15, 6d9e, b4f6, 5a78, fb4e, 1ca6, 6f00, 86ad, 7eef, 0c4c, 4ed2, 5f16, f836, 982a, 03ba, eb9a, sigradi2013_397i, b5b9, 2e0f, 21e6, 2865, 346b, ascaad2016_028t11, fad9, 7fb4, ecaade2015_268y58, 0f79, 1989, 1eba, 6da0, ijac201513205l8, 2229, 0b10, 1ae0, 8dd6, sigradi2014_345i10, b3ce, 9e71, 7a52, ecaade2013r_006x4, 43f1, 22bb, acadia14projects_655ad, f0cf, 086c, e1a2, c7f1, 4beb, 4566, e427, f523, 7c25, 8e8e, c939, c32d, 3954, 62aa, ecaade2015_278l60, 8f3d, 4640, f4f3, ecaade2013r_014j8, b104, f8cb, e150, 7658, e828, caadria2017_004h2, ecaade2015_287n63, c03f, sigradi2016_815nn, d1c4, 9974, 23ce, 6aa5, 6add, 526a, fd5e, sigradi2013_401o, ijac201412301w5, b019, b347, 17df, 1dfd, cdd2, efba, ecaade2015_201v43, ecaade2014_016w3, 8863, 868b, 0879, beda, 9009, e948, 1d4e, sigradi2013_387, 8972, ecaade2016_018z4, 5784, ascaad2016_042v16, 6568, a9e5, c612, ecaade2016_071n19, 7b64, a0b0, 774b, 6039, a699, d2cc, f201, a9f3, 560c, 2f57, acadia14projects_63b, ecaade2014_080e19, 80c7, 6b91, ascaad2016_051d21, b7e2, 9120, d6d3, 393e, 09d0, 0399, b44b, 1fc9, cede, 2b38, ijac201513103w2, ijac201412201g1, 0b73, 8d26, ce2f, b9a1, 3c71, 1edd, c184, d68d, ascaad2014_005t3, a70e, 361b, 4e39, e91e, ab36, 51ee, c4c6, 97e2, 4590, 02c3, ecaade2016_038i10, 089a, 7fc3, a937, a3ac, 14d8, 15c2, 5052, c906, 579f, caadria2016_197p9, b391, 33dd, 7eec, sigradi2014_080k7, f823, 8d57, ascaad2014_012i6, ae5e, 3ef4, b02b, cf34, 2663, 9fb6, 0094, 0c29, ecdf, 810c, eced, db20, 21a9, 5b99, e024, ecaade2013r_002c2, ascaad2014_017o9, 9747, 8f7b, 2e89, b71a, eaea, 8503, 7b51, ccde, e1d8, 9564, a85b, ebd3, 7bfc, 93e6, 987b, acadia14projects_589h, 2981, a675, c2b5, 7f1c, sigradi2013_111s, ijac201412303x7, a764, 6b04, 27ee, 3c13, 6073, 78ce, ascaad2014_017n9, 87ed, caadria2017_163e41, 20ac, 4f71, a889, sigradi2015_8.276x14, 38eb, fbdb, 8b21, 5999, b688, 3658, caadria2017_190z45, 86a8, acadia14_655y, ab5f, b6b3, ecaade2015_138n28, baec, 972d, ccd0, caadria2015_203i29, 62d9, aa74, 93c6, acadia14projects_479ay, e80f, ecaade2016_213t54, 44ca, e79d, 70cf, ecaade2015_229c51, 4d44, 133c, 2ceb, 1d7a, c136, caadria2016_301l13, 8b2f, acadia16_224m14, d7ff, ecaade2015_205y44, ijac201513105d4, eafe, sigradi2014_048t4, 68b0, 3e4a, ecaade2014_149l35, d5a2, 55ee, 00eb, a6f1, caadria2015_069o8, 9240, b66b, ecd3, cb56, 087e, 89d5, 9cf2, f84a, f1a5, ccd8, b3e9, e06f, c2fb, b3fa, 9738, ecaade2016_077v22, caadria2016_861a37, 78b0, 02d7, 4312, 3081, 6feb, 6543, ecaade2014_132b29, bb20, c85b, 2d67, 0659, ecaade2016_110d30, dfe0, 0a23, 2e45, a8dc, 99ec, 5dc0, 3d4a, d1ed, cbd7, sigradi2015_3.111w2, 2210, 3311, caadria2015_126z20, 069f, 078a, e71e, 5660, acadia14_135l, 8683, 0d26, 3436, 4548, acadia15_81s2, 474a, 77db, 2ea3, ijac201412404x7, 98fe, 67e8, de08, ecaade2015_194a41, 6e25, eb96, 5c3b, 0d89, f08d, 0e48, acadia14projects_311r, afdc, b190, 025a, b56e, ascaad2014_007i4, 25e6, 94d4, fad5, 0123, sigradi2016_441kk, 7c58, 0329, 9969, 2997, acadia15_185s7, 7961, 98a6, 9071, 5ca5, 0115, c461, 428e, d34b, 8437, ecaade2015_231r52, 7ce3, 1570, c89a, d32a, be3d, aca7, a75f, 76c5, 8011, fea1, caadria2015_060x6, 0df3, e11a, caa1, 7e1a, ca22, 163e, 7703, 53df, a6aa, sigradi2015_sp_8.326y30, 15e3, 8b0c, 563c, 3338, sigradi2016_752nn, a412, c425, ecaade2015_196h42, acadia14projects_531m, acadia14projects_257aa, 24be, 9a05, caadria2017_124e33, a41a, 696b, 5489, sigradi2013_397d, d88f, 16ce, 5272, 585f, 94cf, 8ed3, acadia16_206p13, c280, 189b, 3aa3, 7dee, c464, 3a6b, c81e, 48d9, sigradi2015_4.219h7, ijac201412305l2, 8db9, 726b, 1eb2, e18a, 7a70, 7d77, acadia16_184i12, 2258, 20db, 2fa7, acadia14projects_479c, 0dad, cc57, 4593, aea3, 6675, d012, 37a1, c834, ecaade2015_170i35, a263, 75ca, 3078, 3921, ijac201614301e1, 001d, f14a, fea4, 6ef8, ecaade2013r_013z7, 1c4e, ae48, 0a49, a23b, 3572, ef59, d070, 1ab7, 6a2a, 9c10, 7dfb, 7057, 667c, 5fdf, 7b6f, 327b, 19da, 9ac2, 3cdc, dab8, d4c8, 68a2, 5661, 8aab, 275c, 8ceb, 0ce7, 1d52, fcf1, c584, 819e, acadia14projects_177t, acadia14_199ad, acadia14projects_365ak, 6f24, caadria2016_405t17, a0bb, 5d3c, b15b, 21c9, a4b3, caadria2017_122s31, ecaade2016_162d44, 43e5, 83fc, 8acd, 18d2, e78e, 41ae, 42df, 5fbb, 3b6a, ijac201614301d1, 2465, fead, 3044, caadria2017_051c17, 3ce8, acadia14_43ac, ecaade2016_243v64, f6bb, 95bc, 88e2, sigradi2016_441nn, a22c, caadria2016_405i17, ecaade2014_031z8, 1751, 727f, b787, caadria2016_851k36, 3912, 9a8b, 41b8, 544e, 713e, adb7, 1545, 31a6, 39a2, cd27, 7dd6, fae7, 0a1e, ijac201412407t9, a4f9, 617b, acadia14_531s, d27a, b9e6, 5624, 7265, 4ec8, 31c0, caadria2015_156m24, 4398, 4975, 3bd9, 81d8, e7ab, 2910, acadia16_140x10, acadia16_412z24, sigradi2015_8.163d12, ecaade2015_241g55, 0744, 6bb9, acadia14_637ah, aea2, 7cdd, f8de, 6ee1, 07c6, aa22, ecaade2016_068f18, 99c2, 6bc9, 18c6, acadia14_487e, 613a, 2444, ascaad2016_004s2, df8c, caadria2017_096n26, bd5c, 003f, a3e7, 9558, 29e0, ecaade2014_143t32, 7a50, ecaade2013r_012n7, caadria2017_183d44, acadia14_125y, 0c91, a9af, 16ec, 95f7, ecaade2016_007f2, 2f3c, 1057, b30c, ecaade2015_237h54, caadria2015_208f31, f3d9, ecaade2015_309t67, a907, 1be7, a7cc, sigradi2015_sp_8.284l30, 294e, caadria2015_010w1, acadia16_224z14, d7b2, 6cc5, 311f, a855, 08db, da6f, 06ea, 3475, 1c46, acadia14projects_117ax, f570, 4721, abcc, 626c, 94b5, 1fdd, 9a7e, 52c8, 1a05, c4ec, 3877, 0a51, 2b6e, a9a6, 8415, f1d3, d6aa, 729f, caadria2017_174k42, 6e4c, 1195, ab70, sigradi2014_213t7, cdf9, 8704, 2f84, ecaade2015_91i18, c4c2, b9a6, c21f, bdec, 556a, ac7d, aea1, b97a, 9f2f, a778, acadia14projects_291i, eacf, 7518, 16e0, acadia16_154f11, 10e4, 483f, c22e, sigradi2016_654zz, b1e9, 104f, 105f, 9e72, 25c5, 8d55, a10e, ecaade2016_129m35, 1ce5, 3953, 1c5a, 994d, ijac201614309o6, 5220, ecaade2016_123d34, 31f6, acadia14_153au, 514b, 7bc1, cdc3, b33f, 9c25, 8b37, c061, 0604, 11f6, a2f5, 8fdf, 40e9, 1077, acadia16_12l1, a552, 1d84, d7b6, d7f2, c420, 9fbc, acadia14projects_247m, 2ac8, f61b, e7d4, a963, f397, 3322, 67eb, 0c99, 4e36, f19d, acadia14_301ay, sigradi2015_3.370w5, 6a49, 58b9, 5343, 303d, e41c, 804c, d442, f524, 23df, 6261, 0b1e, 9831, ecaade2013r_004g4, afac, 9490, ecaade2016_045l12, 2759, ijac201614406h4, e23a, 9eb4, 9a69, sigradi2015_11.166y25, ecaade2015_278t60, 30de, b8e5, e266, f132, 6384, 1e4a, 9c56, 0a24, 9b36, 87a8, 8ed4, 8bb7, 540d, 2f25, 7cb1, b52c, adbc, 0f6b, de1e, 943c, ecaade2014_180m45, 1789, bdb9, 5ec1, a491, 68b9, 01fb, 2ac1, ecaade2015_158e33, fe66, 82ff, 5166, 7f10, 442f, ddb6, cfdf, 4d76, 71eb, c615, 3141, 38a3, 9b82, d342, 9c18, ae39, 41b6, 4799, 0505, 4f35, 8f2b, 3b39, 7267, eaf8, e4a3, acadia14_609ai, e066, e5b9, fe64, ecaade2014_144b33, 45b7, caadria2017_055m18, acadia14_135k, ecaade2015_11g1, f071, 57a2, caadria2016_517g22, caadria2015_226r34, 1df2, caadria2016_023p2, 18df, b773, ijac201614405x3, ascaad2016_015o6, 2636, acadia16_344e21, 0eed, a3e3, 2c06, sigradi2015_8.264p14, b754, d59d, c35e, caadria2017_009z4, 5c0e, d523, 6489, 2b13, f807, ecaade2013r_009k6, acadia14projects_699j, 88db, sigradi2016_537ww, bc33, 0d20, 56da, caadria2017_190x45, 8eb7, 7104, 9582, 99b0, acadia16_62c4, ee09, dadd, 663a, fb88, 446f, acadia14projects_507ae, b64a, eb04, 9d3f, 9c57, 0408, 8a0c, 8587, 4d28, 8504, 3218, ba3f, b8c4, c984, cd38, cb4a, 9d19, d6fe, b662, 00f9, fc44, sigradi2014_074c6, a168, acadia14projects_435ad, caadria2016_829e35, 9de3, 7ef1, d12c, acadia15_185p7, ecaade2016_023u6, 7596, 36a8, 1be4, da28, sigradi2013_386, 9566, 737f, d3c5, 0994, caadria2017_190v45, 5b7f, bebd, ijac201412402h4, ecaade2016_230t61, 70e2, 84f1, 397d, caadria2017_048y15, 9362, b4ff, ecaade2015_196b42, 8cd6, 2e37, ecaade2015_307o67, 217c, ba24, sigradi2015_6.183j8, ecaade2015_284v61, ecaade2016_123g34, 28ad, 37ed, 080a, a3de, 0413, 0047, 7879, 232c, a40d, f1ec, 559a, d729, ijac201412407c1, acadia14projects_177u, caadria2016_871l37, 4425, c2dd, sigradi2013_285f, acadia14projects_661g, sigradi2015_8.186c13, sigradi2014_042n3, ecaade2015_180s38, 6539, 39fb, caadria2017_174v42, 1a12, f277, 2452, 9f4c, b394, 2b28, acadia14_357a, 3841, sigradi2015_sp_10.179h31, a776, 30b0, 2fea, 4b98, 6bdb, 6934, 69f3, c176, 13cc, 3bb1, cf74, 257b, ecaade2015_247d56, abc8, ascaad2014_027k7, ecaade2014_221k56, e1d6, 0f48, 021e, sigradi2014_049e5, c346, acadia15_451r19, c6d7, 6182, 53f0, bd40, b456, a8a0, 4a24, 07a8, ecaade2014_123i28, b363, ecaade2014_140z31, 2085, 6565, d69d, 2d11, c9c7, 45cd, 20b4, 93d5, ecaade2016_007m2, df4e, fba8, 2ff5, 0f77, 6ffb, 5ee4, 3e12, sigradi2016_625a, 9de5, 4bcb, 1809, d73d, b218, 4207, 6cfc, 8bea, f9c1, 2544, 154d, eed6, 671e, ecaade2014_084z19, c769, e75f, ceeb, 9f44, ecaade2015_138g27, f811, caadria2016_881b38, b9f6, 7804, acadia14_237av, 4d77, 4da6, bec9, acadia14projects_347ar, aa05, 49af, b274, sigradi2016_714rr, 55cf, sigradi2013_294s, 5ad3, c217, b42d, d5b9, 4132, sigradi2016_602c, 2c52, b69a, dd78, 95a5, 8f67, acadia14projects_479j, 18f1, 29e3, ac85, ce69, 362a, 6cd7, 20f1, caadria2016_013z1, 65dd, 7cb2, 437c, 8719, ecaade2015_250h57, sigradi2016_360u, 4a9a, 48b3, 5c24, 7e64, cfd7, ascaad2016_017x6, ae8b, f70f, c087, a1ed, 0e54, eeec, 4dbb, 7744, 879c, be88, 4580, ee6c, ecaade2016_132v37, ecaade2016_130n36, 7f36, cc6a, 1607, sigradi2015_9.152t16, 028a, sigradi2016_484i, 4f46, c3c2, bb1d, 14e0, ecaade2015_287s63, b8a9, 0959, 138a, 6e26, ecaade2016_241j64, 74b0, da61, f08c, b823, 824c, 752c, 7e68, d6b4, 3b48, 1c81, 168e, f331, d642, ijac201412305i2, 05a9, 814d, 6e05, 5d8f, 5538, acadia16_184u12, caadria2017_094b26, 3517, acadia14_145o, c124, 4a37, 11d7, fbe5, 2859, f3b3, ascaad2014_008k4, 0dd6, 9a89, a5c1, a364, d8dd, sigradi2016_382dd, b1d7, 387f, 383f, b1bc, cc71, 7ba4, acadia14projects_479z, fe10, d675, cb35, a820, c071, acadia14projects_177w, 6d4e, 7a1a, ascaad2014_014h8, 8af9, cf23, a46e, acadia16_12z1, ecaade2014_163b40, 8095, 2013, 80fa, d357, ecaade2016_033w8, acadia14projects_267k, e146, f778, 2c75, 0cb5, ijac201412303k9, d56c, db1b, 2381, 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caadria2016_013p1, sigradi2015_sp_3.85s29, 8b10, 5acb, sigradi2016_685nn, acadia14projects_317r, f3b1, 0193, 4e10, 3bb0, 9c9a, dbd3, 683b, 6cb9, e711, 43c0, 1823, ijac201513203e7, 863c, 7971, e9bb, ee49, 0ca7, 6df5, af02, 46da, 6a93, 0ff5, ecaade2015_138y27, 06de, 9d1f, 9ff0, 2917, d951, 74f0, 670d, a0a6, e1a7, ascaad2014_010n5, d367, 383b, ascaad2014_036y1, 843f, acadia14projects_479at, 0548, caadria2016_045g3, e883, e171, b7d4, ecaade2016_073d21, 0c6a, 04c6, 26b4, 325e, c3e1, ae63, 5f8b, dccb, ecd0, ecaade2015_169c35, ascaad2014_005p3, 4813, ecaade2016_163i45, f2d6, ijac201614308b5, b821, acadia16_372l23, caadria2017_107x28, e748, 84e5, 445e, 75a4, cad0, 6ad1, 0a5a, 6661, c5db, 8bff, 443f, c498, 0a41, c51f, df97, d86c, 0039, 9b52, ecaade2014_168f41, a390, ecaade2014_239t61, sigradi2015_8.81x11, ca25, caadria2017_070s22, b060, 3a92, 6ecc, c6bb, acadia14projects_43ac, a479, 8a40, 6231, 5586, 84b6, 99ca, caadria2017_163l40, 8aaa, acadia14projects_291h, be82, 69f1, 4dbc, c7ed, 1f69, 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a210, 82d3, 829b, sigradi2015_11.8p23, 8de6, f381, 4e2c, bf83, 5dfe, b1e4, b37d, 619a, 078c, fe4d, bdd0, 466d, caadria2015_226t34, 2207, 92bb, e6f4, 51c3, 757e, 7d55, bb06, d919, 03a6, 5e12, 5883, a4fe, 836c, dc9f, 5578, a5bf, dffa, 6247, 7d15, 9a5f, 0ac0, 0eba, d5ca, 255c, 36b0, 5e90, d0ad, a121, ijac201614204r9, ecaade2013r_006w4, 8d18, acadia14_409l, 120b, 2892, 1f5b, e1aa, sigradi2014_052o5, 4df2, e7d3, 7e3a, 27d4, 1b8c, 7d49, sigradi2016_777ll, 48b1, 21e4, 29be, eda3, caadria2017_135i36, 37e8, 4694, 1be2, 847a, 9abe, 2935, c6ac, 6862, e5d3, e0ca, sigradi2013_74e, 4b11, aea9, 81cb, acadia14_339ae, 8ce0, 5dbb, bdb4, 5938, 6648, c5c4, 7a7c, 2b67, b1ff, 6ccf, ascaad2014_026t6, aa0c, bc60, fd80, ea4e, 6a1d, afff, 7c32, 78d9, e636, 19e0, e6eb, 0599, 728b, f801, 6575, 7f95, f2c9, 1960, dff5, 4037, 7857, 4852, fd17, a2d1, 976b, ecaade2015_286a63, sigradi2015_10.307b21, 4ae6, add5, ecaade2014_201a52, 8287, e4e4, f83b, sigradi2013_326n, ff1a, 0d02, acadia16_88l6, e241, 2d97, 9f14, 85ac, 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ijac201513102l2, caadria2017_175d43, ecaade2016_129p35, 84f3, c60b, 8bc8, d2df, ascaad2016_016t6, ecaade2016_072r20, d792, b930, 08a0, 611d, f7d9, ef83, dd97, 87b9, d6f2, 160e, d640, f6cf, 9a90, ae71, 0032, 1c95, bcfb, c342, f9c2, caadria2015_213y32, acadia14_219av, 72fc, 243a, c9c3, ac30, a97c, acadia14projects_565n, sigradi2016_636l, acadia14projects_235r, cf2d, a42e, 214c, 0c2b, 0d82, 06a1, 7e1d, 82cb, 0921, 96c1, 6b44, ecaade2014_239a62, 06a0, 6cfb, 7e05, 3b90, f40d, 380e, 1905, f9ed, a5b7, 49bb, 7ffb, d02c, 3494, caadria2016_569e24, 959c, c072, d58b, d2b3, e5c6, c6c6, ecaade2016_042d11, 491d, 6e44, de19, aef8, 4033, acadia14_177ae, a372, ff23, 8bde, 511a, 6252, sigradi2013_359i, 4f30, ae74, caadria2017_142m37, 4343, ecaade2016_007c2, 474e, 8398, dae9, 5d84, 7180, 0e6b, 5cf0, ecaade2014_023h6, 6183, b9d4, abfc, 8a7e, 36dc, a9b6, caadria2015_237v35, 9b46, 7540, ascaad2014_033i1, b621, acadia14projects_317v, 5f7b, 6499, f4f8, acadia14_317v, caadria2017_123o32, 573f, cba3, eb9e, caadria2016_115l5, f828, 926e, b51e, 11a8, 1f3a, 8564, 2f43, 1747, b00f, 06cd, 5359, 5330, 0ddd, sigradi2015_8.186f12, 5e37, ecaade2014_157a39, sigradi2016_356b, sigradi2016_737dd, sigradi2016_724zz, 52ae, fac9, ab07, e4ac, c836, 7b7e, 00c6, 1d9a, cc7e, fddd, 78e5, 58ea, caadria2017_147b39, 3bdf, 85a1, 2167, 5aed, 28c0, 0fbb, 8b61, ecaade2014_192c49, 8141, caadria2017_043y13, ecaade2015_285e62, caadria2016_787f33, ecaade2016_185b50, caadria2017_067g21, d621, d181, 12a0, dc9b, 0ad0, ecaade2015_61e12, 7880, 6627, 501f, 4395, 32c4, 8ad3, b4b5, fd1e, cdcb, 6a0d, 6dd5, eb92, 4ed5, 2276, e807, sigradi2014_329z6, 4fb5, a814, 86ec, 3f77, caadria2016_197n9, e685, caadria2015_139u22, 38be, ceb4, cc94, 2da6, b12d, ecaade2014_046m11, f417, sigradi2014_157c4, 7d36, acadia16_280l17, acadia16_72a5, 1c5e, 3892, c8c5, acadia14projects_317x, 6d84, 4ed3, ecaade2015_217b48, af47, 65b4, 6f75, acadia16_280u17, 3315, 4dff, a7c4, cf9f, ecaade2015_200t43, 28b1, e477, sigradi2015_11.8i23, acadia16_352z21, sigradi2016_814c, 1842, f313, ecaade2015_61o12, 676b, 5336, 035c, 3c6b, 4cb3, ffd8, caadria2017_008z3, sigradi2013_30d, ab4f, acadia16_34c3, 4bed, ea6c, 35b9, abaa, ec0a, caadria2017_081o24, a0a3, caadria2016_405g17, b53e, ijac201513201p5, d545, ee53, 31ae, ascaad2016_023v9, ed5a, c88a, 4edc, 0e2a, 4e56, 34e6, 1357, e387, e48b, c7b9, 5583, c9da, acadia15_123s4, 556b, db58, 6098, cc34, caadria2016_641o27, ijac201412408w1, acadia16_106v7, fef8, 5fad, 0da6, cc5c, d50c, 8e39, ad5c, sigradi2015_2.162n1, fdbd, caadria2015_060p6, ecaade2016_021r5, sigradi2013_268h, cf7d, 1c21, 2c5c, e330, caadria2017_051z16, 5296, 5071, 2618, 5bee, 774a, b04d, 9dc1, ecaade2014_186x46, b8ff, ecaade2015_285z62, e5f9, 6171, ijac201513302n10, 017c, b4bd, 717b, a795, dd8f, ecaade2016_139c39, a683, ecaade2016_098f27, 1926, d2c6, 9f50, 2d32, caadria2017_041e13, 8961, ijac201513105x4, 9470, 2d7d, e4f7, 8bc0, ecaade2015_48d8, 5c12, db3f, acadia16_106m8, 1196, 51bd, 35fb, 1ce8, 4f78, b93b, 6714, ecaade2015_233d53, 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d6ba, sigradi2015_10.262k20, 7c96, 22e4, c556, a748, a914, b727, 7830, 0e33, edad, 9d37, abfd, 47ce, 7d34, 539a, 2efb, 784e, 6311, 213b, 83f2, b387, 2fb3, b4af, 6157, b904, f3d1, ecaade2014_169p42, 7545, b384, 5777, 0947, b778, 05db, 4e19, 183c, 91d7, ijac201513303p11, bb02, d3c3, ecaade2014_224b57, ecaade2013r_012l7, ecfc, 1e4d, 4d25, 6718, 800c, 5c0a, 47e9, acadia14projects_247l, f18d, sigradi2016_636n, a735, 58fb, ecaade2016_136u38, b5c5, cc2f, 7d65, d4b3, 411a, b73c, 0e1a, c18b, f0c5, acadia15_223l9, 8182, 6901, 34eb, 268c, 60fd, ecaade2016_106o29, 6ed8, ijac201614103j3, 4bd6, 3cb6, d148, a8d6, 9622, ae3e, a0e5, acadia14projects_81k, ca1e, 4b6b, 6fda, dd80, 5407, e655, caadria2015_194z28, ea26, 0be6, 313e, 8ce1, 8fca, ee02, 8207, aa0b, ac70, 8364, d007, caadria2016_343f15, a3fe, 7c84, add2, d3f6, d46b, caadria2017_015o5, c69e, 465c, 711e, 203a, 80db, e651, 001e, 0151, acadia16_318n19, f672, ba77, f088, 1bfe, 9d82, ecaade2015_180e39, dc60, 3a40, 5e44, ijac201412403h6, 007a, 0aee, 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325c, 7307, 2d38, cdc2, b22b, 585d, 43e8, 375a, 4c9e, sigradi2016_655j, 5584, 23b9, 5edb, acadia14_43y, db05, sigradi2015_3.394f6, e8b3, 36bd, 20a5, 61ec, sigradi2014_097o8, ascaad2016_044r17, dc13, 063f, 44e9, 2476, 08f0, sigradi2015_sp_4.388y29, 493d, 8314, 4e59, ecaade2013r_003h3, caadria2017_086h25, cd91, 8f1f, b041, f74b, 2498, 89a4, c2a5, 4005, caadria2017_021b8, 6ffa, 5ebe, 3fae, 7d8a, 89e9, 4cbc, 5119, caadria2016_559z23, 5749, 4117, 2970, 907f, d377, ecaade2014_012m2, 2978, 9262, 8e94, acadia14_237au, acadia16_470g27, 014a, c5c7, 1cdd, aaae, 7f84, bf9a, f0a0, bb56, ijac201513101b1, ijac201513102z1, 406d, 23bf, a10c, ecaade2014_149z34, c022, 5231, acadia16_344b21, bef8, 35a4, sigradi2016_417jj, 2beb, 3ae5, 415d, d4ca, 1395, ijac201513305n12, 8a75, 5e40, 553d, dd39, 81bc, 38d9, 6082, ascaad2016_009m4, cb9a, 4b30, a9ff, 71bd, 7fd7, ijac201412402r4, 6deb, 9815, cb19, caadria2017_016v6, acadia14_473ar, ijac201412203d2, 1f31, fe58, c479, a879, 4210, 003e, ac09, b65c, 7906, fe13, 3268, d887, 629d, 8663, ijac201614303m2, 7cbc, 1cd0, ijac201614104u3, bf3c, e9d2, 37ba, 4854, 1f46, bb99, 5c5b, 853f, a9d1, 0519, c287, 0248, 5aa5, 398c, d3e0, 0c11, 8f80, ecaade2016_065b16, ae1a, 60d9, 9708, 51b1, 8e8d, 2b9a, 7b49, 7ea6, ascaad2014_033d1, 9c4a, 738f, 200a, 19e7, acadia14_247i, ijac201614204j9, c904, d350, 0e02, 5b17, 1f70, 3612, 0baa, 1b2c, ecaade2016_095d26, 9625, 46cc, acadia14projects_661h, sigradi2016_710cc, fdcd, 11ce, 8be5, fb1f, dcd7, a3ce, d746, 25e5, ea46, 57bc, ecaade2015_38s7, fb3c, sigradi2016_654b, ca91, e700, 0892, 7d40, f1fb, cc37, acadia14projects_357ax, a871, 3233, 5635, 665d, ef8f, 30bc, 23d2, d6c9, c14a, ascaad2016_047x19, 404a, a61d, e80e, 77a9, 9006, a9b4, acadia14_339az, 717e, 1639, a16a, 256f, ab08, a972, 0f7d, 111b, 31d8, 3a23, be9c, b2e5, fc0b, 4c35, 8a2e, caadria2017_057y19, 43dc, db1d, 24c3, ec33, a4da, 1c19, 1321, 0ef6, 3ed5, 649b, acadia14_719i, 7cd1, 6014, 0afe, 20b7, 2d46, 6a59, 0b41, fe4e, 96eb, sigradi2015_9.152m16, a893, 705d, 1fb1, ecaade2014_044w10, 1bf8, a0ac, 1b43, b804, ce0f, sigradi2016_770m, caadria2017_005c3, sigradi2014_181t5, acadia14_463l, a517, 4c89, caadria2017_175h43, 4655, c206, 8a4c, ascaad2016_004r2, 20f7, fa6c, 00f4, a533, 28ea, 13e4, 1135, 4c86, ecaade2015_240t54, sigradi2015_8.47m11, 13fa, d806, 718e, ijac201412408d3, bab1, 3990, fe92, 090e, ecaade2014_149n34, 9578, 0c8b, caadria2017_072c23, b5f4, 15f8, ecaade2014_138h30, caadria2015_065b8, ascaad2016_045d18, 50e9, caadria2016_321m14, 3406, f601, caadria2017_135j36, 6ef2, c057, 6799, ecaade2016_mrto66, 94bc, 428d, 8a16, 995e, fd08, e8c2, f796, ab1e, 0b4b, b21e, 0297, 4450, 33d4, c81a, c507, ce6f, 07da, fbc2, 57e0, 46ee, ascaad2016_048k20, ceed, 572b, 9aa9, a644, da86, 50fc, 7ef7, 9869, 7158, 5751, 63e3, 6233, 4a63, sigradi2013_101, 4bb8, 3190, fc95, 4041, 5d83, acadia15_232s9, 8468, caadria2015_126m20, caadria2016_735v31, 0bbb, 050d, caadria2016_457h19, a2f8, 72de, sigradi2014_273r2, 521e, sigradi2015_10.140s19, 2364, afc0, acadia16_280j17, 3522, 6d78, ba0e, c297, 1550, 7360, 3d24, 89b7, f36c, 3017, 363e, a5f0, 9e1e, cf57, e295, 76c4, 4e02, 4ea0, 0b78, bee0, acadia14_291ak, fd87, aae6, 2bbe, b676, 60bb, 3d9d, 2456, caadria2017_070t22, fe59, f8ef, b855, 76d3, 9416, acadia15_469l20, 004c, 79be, caadria2017_052y17, ascaad2016_045n18, c9f0, afee, 9575, caadria2016_105d5, f953, ascaad2014_024f5, 01cb, 7e26, e590, 0bf4, ascaad2016_042s16, 68d9, 7d4f, 9e2a, 4716, 0edb, 1237, 0bfe, f1fd, sigradi2013_164, ascaad2016_003d2, ecaade2014_157h39, ac67, 0c67, 15d1, 6146, 7f69, 02ae, 525a, 1627, ecaade2016_071t19, a2b8, d1e9, 984b, fc61, b6b0, 73df, e7c2, ecaade2016_057u14, sigradi2013_411o, 3827, ea67, sigradi2016_363gg, c34a, 5ceb, ecaade2015_230j52, 5da6, 47d8, 80da, ecaade2015_217a48, 63fc, caadria2017_021m8, ec3c, 4639, cba4, ascaad2014_024w5, 3d5f, 776b, c020, 3b5b, sigradi2015_8.186i13, c06d, 56cd, c1fe, 1711, 1e09, b852, ae88, 0a4a, bea2, d1df, ascaad2014_033c1, a37b, acadia14projects_43as, 29ce, 3b80, 1329, 9bef, 0b9d, caadria2017_003z1, 7740, caadria2015_016k3, 89bd, f9ad, b684, e3a7, 4612, bc64, ecaade2015_314j68, 0670, ecaade2016_023j6, b908, caadria2017_124d33, cb13, 8f13, 5d6b, caadria2016_301j13, 4fc7, 7554, 62eb, dc42, 35dc, acadia14projects_589f, 2aab, 61b8, 379e, 9df6, 9b27, caadria2017_074g23, 46aa, aadf, 4ce4, a83a, e9d7, caadria2016_735n31, c2de, 1786, 4ca0, c4b7, 0651, 9f4d, 6991, 0c61, 2ed7, 7f79, 9926, ijac201614206x10, dea1, 6d64, 0b12, acadia15_251n10, 691e, 174b, 75d3, b927, 661d, 43ca, 3baa, bd83, 7697, 5419, 871e, e147, b800, ac3f, b4e1, 7c9e, sigradi2016_364pp, ecaade2016_062h15, 5111, 9c29, c23d, ijac201412301z6, 3885, c83b, 32c2, fa94, 8791, sigradi2016_686uu, 7e9c, ffa8, 027a, ceff, 48e4, 72b8, eb12, e990, ecaade2014_240b62, f9cc, 679b, f383, 0b7f, 48f3, 7e48, d82c, 518d, c87f, acadia15_483u20, 62b2, 6c23, 558a, 9f26, b88f, 05f5, 4d24, ae16, a88b, 7aa8, acadia14projects_549o, 2ad6, d6b7, 654b, 7c97, efbf, d360, 1153, 64f4, a62d, c87c, caadria2017_145m38, b506, d917, a088, 322f, 8987, b04f, 29d2, a520, sigradi2014_186c6, 059f, ecaade2016_163f46, c629, 00c9, a8d0, a008, acadia14_681av, f818, ecaade2015_240r54, cb04, 6cea, 1211, 725d, 3b88, dbf2, 9938, ecaade2016_193v51, 2655, 4fb6, acadia16_224a15, 7e5e, 24fe, feed, sigradi2015_10.74u18, 8e53, 1464, 1dd3, 9a63, 9565, 79a4, c76e, 11dd, 0c7f, caadria2016_487p20, 2720, fea6, 5042, a9a2, caadria2015_073t10, dc18, 5f69, 0b76, d1f7, 69e6, 8f46, e618, 89cc, 2928, f611, 2422, ecaade2016_038j10, 933f, 5648, 3bd4, 4e6b, 5531, 55c0, sigradi2013_414c, de47, 9f1a, acadia15_47j1, 978d, 08cf, 6ba1, ecaade2014_176i44, ae01, sigradi2016_592w, ecaade2015_144w30, 0dc1, a78c, 5f57, 9ecc, e391, db89, b1c0, 77d5, e693, 63a6, eab9, f686, 589b, 9a02, 0352, e028, d1ef, ce5c, 3f79, sigradi2013_401f, 64ea, 8b3b, 80fd, 3373, 2ee3, 09fc, 703b, eb10, sigradi2016_611r, 9838, acadia16_124e9, ascaad2014_003t1, fd4e, 56ef, acadia14projects_115ak, d84f, f7bf, 2afa, 1aa5, 265b, e452, caadria2017_086f25, 7c9f, 0a48, 002d, eaab, ecaade2015_273f60, db7a, 8bca, c7ad, caadria2016_013k2, fdfd, ecaade2014_111d25, ea56, e53b, e371, f4ab, 5a21, 50ad, 3c64, 654c, 374c, e22e, a203, 2335, eade, f84b, a3f1, ecaade2016_106k29, caadria2015_142m23, caadria2017_067r21, caadria2017_096s26, c76b, ff68, a5f5, c886, 13b5, 084f, ef47, fe51, e098, ff46, 39ec, d451, cefd, 10bb, 2f96, sigradi2013_387h, 2389, 7434, 8360, b042, 589f, 76bc, ecaade2015_92p18, 7820, 85e7, 9552, 5679, 8d2f, 6c1f, ecaade2013r_002d2, 3274, ba7a, 523d, b303, 3d40, sigradi2016_369a, be98, 6981, ecaade2015_286w62, fd69, e92f, cc4d, ijac201412201a1, 6ec4, ecaade2016_048z13, e3d4, a1e2, caadria2016_209x9, 0149, aaba, 1c79, caadria2017_029r10, acadia15_57d2, 4be4, ecaade2015_130m26, acadia14projects_333av, 68dc, 188b, 4690, bd87, a546, 5523, c50a, caadria2015_246d36, acadia14_339x, ecaade2014_153m37, d772, f9a0, 73a0, e1ba, 3110, 6059, c306, da95, caadria2015_064z7, 8c53, caadria2015_122o19, 8b93, e001, cea7, 620f, ae81, 6781, 3f3c, 9961, 0b48, 0a70, ca93, 3157, 7a87, f675, ccf3, 9e3b, fc64, f37e, b618, 406f, 86d0, 85d6, ijac201412204p3, fe97, acadia16_8a1, 906e, 2e17, 286e, 63c5, acadia16_478p28, f5c2, acadia15_185d7, 6d0e, acadia16_372e23, 6883, 7068, 7206, ecaade2015_61a12, e531, fa73, 85fe, ecaade2016_158o43, ascaad2014_010o5, b858, f4d1, 208a, 6b94, bb8e, 8ff6, 54d0, 23a7, ascaad2014_007f4, ijac201513306y12, ascaad2016_003x1, a4b2, 4340, 578b, 95e9, 21e2, 13e2, 95dc, d02b, b3cb, 0936, 6b81, 7056, 3b49, cba2, sigradi2014_152v3, d57e, e261, 8762, ascaad2016_035y13, ijac201614202e8, caadria2015_208k31, be97, 56fc, 6bce, sigradi2016_479ee, b656, fb20, aa4f, acadia15_137y4, 6eab, 2b34, c122, 335f, d078, cae0, ecaade2014_084l19, ijac201614402l1, 5b89, 1731, 5f47, acadia16_72g5, 1106, cc24, 352a, 4365, c746, 509c, acadia15_371l16, ecaade2016_032z8, 6406, 297e, ab30, 557e, ecaade2014_089o21, b0e9, ijac201614201x5, 0b60, ecaade2016_002f1, a45f, 62cf, sigradi2016_669bb, ecaade2016_190v50, ijac201614401g1, 6149, 83bc, d25f, 0673, 04b8, 89a7, 1e8d, 5fbc, acadia14projects_101am, 4931, a42b, 1a10, 043e, ca0c, c803, 1300, sigradi2014_186b6, f5f3, 9a04, f0ca, 5033, acadia14_497x, 5943, fdf7, a1b7, e7c5, 81e4, 4574, acadia14_531p, b121, cf39, d51e, d88a, bf19, 623a, ebe9, 98a1, caadria2015_086k13, 2492, 6238, 9798, 81bd, cbec, 9135, 3703, 8b74, f231, be5f, 74b9, 8f84, 6a06, 7337, 9c4b, 306d, 4cc3, ecaade2014_121n27, acadia14projects_339af, be1a, ea7a, caadria2015_073o10, 91f7, e4b2, d9ae, 05ec, acadia14projects_199ac, 275b, ff40, 2f0c, f325, ecaade2014_186c47, db26, 2c21, 2b53, 3929, 0df7, 8d2b, 1da1, 9e6b, 767d, 4060, b66d, 44dd, 0294, 369d, acadia14projects_43x, 7bb8, 1fa9, 6210, acadia14projects_43ai, 31cc, 7e89, 96e6, 7663, 9bd9, 8a04, 6e9e, 69d2, c78d, b21c, 162a, 424a, 6200, ecaade2015_38n7, 3a99, 7df5, 7e8f, acadia14projects_555j, 1f80, 1d2c, 3936, sigradi2015_sp_4.388x29, ecaade2013r_014i8, 6933, dedc, c93a, 4ab3, sigradi2015_11.8l23, a997, b471, 5f52, ascaad2014_037k2, d25a, ecaade2015_229x51, e8aa, 9473, 1206, ecaade2015_17r2, 338a, sigradi2013_303u, sigradi2014_289i4, 019b, acadia14_101as, acadia15_243a10, ijac201513105l4, ijac201614201h7, caadria2016_621v26, 7f0a, 6dbc, caadria2016_809c34, 67d6, 8b7f, adc1, ecaade2016_tkop66, de37, caadria2015_109c17, 98a4, 7359, 8b6b, 6d3a, 1671, 7449, 928f, 2cd6, b2c0, 3c73, 9e77, ecaade2016_099h27, 042c, f3e7, 9446, 8607, b4fc, ecaade2016_mrtl66, sigradi2014_339x7, a27c, caadria2016_085f4, 9df1, f73b, db99, 50d8, acadia14_247o, b0a3, 74a8, 467a, a32d, d214, 774d, d509, d827, ijac201513203u6, da57, 0a32, 6c13, 5622, be7b, 3349, ecaade2014_208a54, 1018, acadia14_435c, be6f, 659f, 6090, acadia16_224u14, 5c30, 5fa4, 5734, 3742, 8c7c, 9f48, 5e66, af32, 5bd7, d646, d75e, ecaade2014_168u41, 5a88, a218, e80d, ca52, 683c, ecaade2014_194b50, 878a, f80e, ecaade2014_111z24, 2154, 65a6, 33dc, dc20, 74bc, a59b, 5d66, c100, ab13, 720c, 9cef, bbe9, 3262, 95c2, 5c43, 1b1a, 772b, 5bb1, 221a, 821f, 494c, 3cd4, 70b0, f3b9, f0b2, b72c, da10, 9f90, 84e2, d6a9, ad5f, 00b2, c512, f707, 5b70, 479b, 8c3e, 9ef3, 9c24, cd37, 8d13, 7d7a, 474c, 7b82, b3b2, ecaade2014_105y23, bb9f, 9857, caadria2017_094z25, 5ebc, caadria2016_435l18, 90b7, sigradi2015_3.11h2, 8b43, 5b2d, 7128, 6159, ecaade2014_030n8, acadia15_407l17, ecaade2016_102f28, 92fc, 6b46, ad62, ea49, caadria2017_067i21, 7721, 7a31, caadria2016_663j28, ae72, 8076, ca38, caadria2015_073s10, 7fa9, 8bb9, b780, 47e6, sigradi2013_401l, 9f51, ad9c, 39bb, a921, caadria2017_113c30, af8b, 2c7c, 2db5, 8630, caadria2015_090v14, bc4a, 290d, 1e61, b8d2, 0daa, a7d6, 2e83, e12b, 64a8, 7ee7, bd94, 47b0, ecaade2014_138n30, a392, fed6,