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 ecaade2017_019
authors Liu, Yuezhong, Stouffs, Rudi and Tablada, Abel
year 2017
title Rethinking the Urban Design Process from a Data Perspective
source Fioravanti, A, Cursi, S, Elahmar, S, Gargaro, S, Loffreda, G, Novembri, G, Trento, A (eds.), ShoCK! - Sharing Computational Knowledge! - Proceedings of the 35th eCAADe Conference - Volume 1, Sapienza University of Rome, Rome, Italy, 20-22 September 2017, pp. 449-460
summary Urban design always requires the processing of large amounts of data from multi-disciplinary sources during the decision-making stages. However, unfamiliar multi-disciplinary data sets can only lead to confusion and uncertainty. This research proposes a data-driven approach for supporting the urban design process. A hybrid data mining method is used to cluster, classify and rank solution-instances according to geometrical properties and energy performance. An urban design case study is used to demonstrate the proposed method with respect to two performance issues: solar heat gains and natural ventilation. The result shows that the method addressing both familiar and unfamiliar data can effectively guide the designer during the design process.
keywords energy performance; S3VM; decision tree; familiar and unfamiliar
series eCAADe
email liuyuezhong@u.nus.edu
full text file.pdf (30,386,146 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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caadria2017_072x22, f18c, 5089, 4019, 882e, 3098, 82cf, 56e6, 2905, 48b9, acadia17_628uu, 412d, ecaade2015_138e29, ad67, ce8a, caadria2017_009l4, 37c8, 3da8, a492, ijac201412205i4, 9216, 7ea4, 4543, 0fe0, d017, caadria2015_108v16, 521a, cbc5, 143b, 2d83, 7d92, caadria2016_249h11, ecaade2016_104s28, ce60, 3590, 0ba9, 23f3, 94ee, ee5d, caadria2016_095p4, sigradi2014_213y7, b51a, 92d5, acadia14projects_531x, fa4c, 57d0, 2280, 6fcd, ijac201513105z4, 2103, a6b6, caadria2017_042r13, 4a23, ecaade2016_221x56, 641e, a187, 03d6, 9c3a, 3e59, 838b, acadia14projects_117h, 04f5, 3c53, 1657, e6e0, bde5, da66, 7f4b, 0d58, ecaade2015_194y40, ee3e, 9b93, 3476, 5795, a375, ecaade2014_057h14, e815, ascaad2014_003u1, 7606, ec6c, 2f51, ecaade2014_127k28, 6ddf, caadria2015_048n5, 894d, caadria2017_042s13, 95a7, sigradi2014_265p1, 0773, 83a2, b97a, b061, acadia14projects_63af, 7d59, c1f4, d511, 72cc, 567a, b152, ecaade2015_91d18, 4bd2, ecaade2017_080hh, ecaade2015_48h8, ecaade2016_110j30, e7ac, 0c18, 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ijac201614207p12, d11a, 1e82, ecaade2014_177t44, 328b, acadia14projects_531v, 1e23, 14ad, ecaade2015_152b32, 5b8a, b154, 82df, 12e6, 4671, 88b2, aed0, 3866, 75a2, c860, 72a7, ascaad2016_030d12, 1b02, ce35, bfe2, 4cf7, f734, acadia14projects_427ar, 75b0, a256, 5581, 7fa8, 2c35, 24ef, 48c9, 051f, 79cc, acadia14_627av, 095c, c223, f9c4, sigradi2016_488u, ecaade2016_087n24, sigradi2014_137k2, 1a9d, b479, c5e8, 9db6, 8e69, ecaade2014_023s6, c08a, caadria2015_208r30, 2c4b, sigradi2015_6.387o9, ecaade2016_095j26, ecaade2016_042c11, 3b4e, 835a, a317, d954, edc4, 364f, ecaade2014_133u29, e4c4, 48dd, dcc5, 0c05, 58d0, ijac201614405s3, caadria2016_013y1, b5d6, acadia17_230c, 254e, 0bb5, 825b, 6f0c, 0690, ijac201715104y, 7a42, 0edd, ascaad2014_029k8, 5454, b1aa, d965, 02ad, ac86, a506, 001c, 250a, 1d12, d170, acadia14_53p, acadia17_138xx, 3b50, 7d8b, sigradi2013_393z, 8908, sigradi2016_803cc, ijac201412304m1, 10aa, 7640, e2e0, acadia17_500jj, ec6b, 772f, 46b8, ca07, 8080, ecaade2014_084n19, 321f, 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