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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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21. Ferrando, Cecilia; Niccolo Dalmasso, Jiawei Mai, Daniel Cardoso Llach (2019) Architectural Distant Reading Using Machine Learning to Identify Typological Traits Across Multiple Buildings

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, pp. 114-127 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_014
22. Fukuda, Tomohiro, Novak, Marcos and Fujii, Hiroyuki (2019) Development of Segmentation-Rendering on Virtual Reality for Training Deep-learning, Simulating Landscapes and Advanced User Experience

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 433-440 https://doi.org/10.52842/conf.ecaade.2019.2.433
23. Geropanta, Vasiliki, Karagianni, Anna and Parthenios, Panagiotis (2019) ICT for user-experience transformations in Sustainable - Smart Tourism Projects - VR, AR and MR in Rome's historical center

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 593-602 https://doi.org/10.52842/conf.ecaade.2019.2.593
24. Giannopoulou, Effima, Baquero, Pablo, Warang, Angad, Orciuoli, Affonso and T. Estévez, Alberto (2019) Stripe Segmentation for Branching Shell Structures - A Data Set Development as a Learning Process for Fabrication Efficiency and Structural Performance

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 3, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 63-70 https://doi.org/10.52842/conf.ecaade.2019.3.063
25. Gönenç Sorguç, Arzu, Kruºa Yemiºcio?lu, Müge and Özgenel, Ça?lar F?rat (2019) A Computational Design Workshop Experience for 21st Century Architecture Education

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 1, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 127-136 https://doi.org/10.52842/conf.ecaade.2019.1.127
26. Gönenç Sorguç, Arzu, Özgenel, Ça?lar F?rat, Kruºa Yemiºcio?lu, Müge, Küçüksubaº?, Fatih, Y?ld?r?m, Soner, Antonini, Ernesto, Bartolomei, Luigi, Ovesen, Nis and Stein?, Nicolai (2019) STEAM Approach for Architecture Education

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 1, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 137-146 https://doi.org/10.52842/conf.ecaade.2019.1.137
27. Hemmerling, Marco (2019) TransDigital - A cooperative educational project between architecture and crafts

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 1, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 341-348 https://doi.org/10.52842/conf.ecaade.2019.1.341
28. Holzer, Dominik (2019) Teaching Computational Design and BIM in the Age of (Semi)flipped Classrooms

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 2, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 715-724 https://doi.org/10.52842/conf.caadria.2019.2.715
29. Houda, Maryam and Dias-da-Costa, Daniel (2019) Data Informed Branch Typologies for Structurally Optimised Curvilinear Surfaces - 3D Printed Mesh Density System (MDS) as Formwork for Concrete Shell Structures.

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 2, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 401-410 https://doi.org/10.52842/conf.caadria.2019.2.401
30. Jiaxin, Zhang, Yunqin, Li, Haiqing, Li and Xueqiang, Wang (2019) Sensitivity Analysis of Thermal Performance of Granary Building based on Machine Learning

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 1, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 665-674 https://doi.org/10.52842/conf.caadria.2019.1.665
31. Kaftan, Martin, Sautter, Sebastian and Kubicek, Bernhard (2019) Integrating BIPV during Early Stages of Building Design

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 139-144 https://doi.org/10.52842/conf.ecaade.2019.2.139
32. Kato, Yuri and Matsukawa, Shohei (2019) Development of Generating System for Architectural Color Icons Using Google Map Platform and Tensorflow-Segmentation

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 2, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 81-90 https://doi.org/10.52842/conf.caadria.2019.2.081
33. Khean, Nariddh; Alessandra Fabbri, David Gerber and M. Hank Haeusler (2019) Examining Potential Socio-economic Factors that Affect Machine Learning Research in the AEC Industry

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, p. 254 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_032
34. Kido, Daiki, Fukuda, Tomohiro and Yabuki, Nobuyoshi (2019) Development of a Semantic Segmentation System for Dynamic Occlusion Handling in Mixed Reality for Landscape Simulation

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 1, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 641-648 https://doi.org/10.52842/conf.ecaade.2019.1.641
35. Kim, Jinsung, Song, Jaeyeol and Lee, Jin-Kook (2019) Approach to Auto-recognition of Design Elements for the Intelligent Management of Interior Pictures

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 2, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 785-794 https://doi.org/10.52842/conf.caadria.2019.2.785
36. Kim, Jinsung; Jaeyeol Song and Jin-Kook Lee (2019) Recognizing and Classifying Unknown Object in BIM using 2D CNN

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, p. 23 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_004
37. Koenig, Reinhard and Schneider, Sven (2019) Evaluation of systems for video-based online teaching - Create your own MOOC or SPOC

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 1, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 109-116 https://doi.org/10.52842/conf.ecaade.2019.1.109
38. Koh, Immanuel and Jeffrey Huang (2019) Citizen Visual Search Engine:Detection and Curation of Urban Objects

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, p. 170 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_022
39. Koh, Immanuel, Amorim, Pedro and Huang, Jeffrey (2019) Machinic Design Inference: from Pokémon to Architecture - A Probabilistic Machine Learning Model for Generative Design using Game Levels Abstractions

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 2, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 421-430 https://doi.org/10.52842/conf.caadria.2019.2.421
40. Koshelyuk, Daniil; Talaei, Ardeshir; Garivani, Soroush; Markopoulou, Areti; Chronis, Angelo; Leon, David Andres; Krenmuller, Raimund (2019) Alive

ACADIA 19:UBIQUITY AND AUTONOMY [Proceedings of the 39th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-59179-7] (The University of Texas at Austin School of Architecture, Austin, Texas 21-26 October, 2019) pp. 664-673 https://doi.org/10.52842/conf.acadia.2019.664

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