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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. Andrade Zandavali, Bárbara and Jiménez García, Manuel (2019) Automated Brick Pattern Generator for Robotic Assembly using Machine Learning and Images

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. 217-226 https://doi.org/10.52842/conf.ecaade.2019.3.217
22. Chen, Dechen, Luo, Dan, Xu, Weiguo, Luo, Chen, Shen, Liren, Yan, Xia and Wang, Tianjun (2019) Re-perceive 3D printing with Artificial Intelligence

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. 443-450 https://doi.org/10.52842/conf.ecaade.2019.1.443
23. Cheng, Chi-Li and June-Hao Hou (2019) A Method of Mesh Simplification for Drone 3D Modeling with Architectural Feature Extraction

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, p. 169 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_021
24. Choi, Minkyu, Yi, Taeha, Kim, Meereh and Lee, Ji-Hyun (2019) Land Price Prediction System Using Case-based Reasoning

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. 767-774 https://doi.org/10.52842/conf.caadria.2019.1.767
25. Cutellic, Pierre (2019) Towards encoding shape features with visual event-related potential based brain–computer interface for generative design

International Journal of Architectural Computing vol. 17 - no. 1, 88-102 https://papers.cumincad.org/cgi-bin/works/Show?ijac201917102
26. de Miguel, Jaime, Villafa?e, Maria Eugenia, Piškorec, Luka and Sancho-Caparrini, Fernando (2019) Deep Form Finding - Using Variational Autoencoders for deep form finding of structural typologies

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. 71-80 https://doi.org/10.52842/conf.ecaade.2019.1.071
27. del Campo, Matias, Manninger, Sandra, Sanche, Marianne and Wang, Leetee (2019) The Church of AI - An examination of architecture in a posthuman design ecology

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. 767-772 https://doi.org/10.52842/conf.caadria.2019.2.767
28. Del Campo, Matias; Manninger, Sandra; Carlson, Alexandra (2019) Imaginary Plans

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. 412-418 https://doi.org/10.52842/conf.acadia.2019.412
29. Devadass, Pradeep; Heimig, Tobias; Stumm, Sven; Kerber, Ethan; Cokcan, Sigrid Brell (2019) Robotic Constraints Informed Design Process

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. 130-139 https://doi.org/10.52842/conf.acadia.2019.130
30. Jabi, Wassim, Chatzivasileiadi, Aikaterini, Wardhana, Nicholas Mario, Lannon, Simon and Aish, Robert (2019) The synergy of non-manifold topology and reinforcement learning for fire egress

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. 85-94 https://doi.org/10.52842/conf.ecaade.2019.2.085
31. 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
32. 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
33. 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
34. 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
35. 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
36. Liu, Henan; Liao, Longtai; Srivastava, Akshay (2019) AN ANONYMOUS COMPOSITION

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. 404-411 https://doi.org/10.52842/conf.acadia.2019.404
37. Lorenz, Clara-Larissa; Bleil De Souza, Spaeth and Packianather (2019) Machine Learning in Design Exploration: An Investigation of the Sensitivities of ANN-based Daylight Predictions

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, pp. 75-87 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_010
38. Machado Fagundes, Cristian Vinicius, Miotto Bruscato, Léia, Paiva Ponzio, Angelica and Chornobai, Sara Regiane (2023) Parametric environment for internalization and classification of models generated by the Shap-E tool

García Amen, F, Goni Fitipaldo, A L and Armagno Gentile, Á (eds.), Accelerated Landscapes - Proceedings of the XXVII International Conference of the Ibero-American Society of Digital Graphics (SIGraDi 2023), Punta del Este, Maldonado, Uruguay, 29 November - 1 December 2023, pp. 1689–1698 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2023_416
39. Ng, Jennifer Mei Yee, Khean, Nariddh, Madden, David, Fabbri, Alessandra, Gardner, Nicole, Haeusler, M. Hank and Zavoleas, Yannis (2019) Optimising Image Classification - Implementation of Convolutional Neural Network Algorithms to Distinguish Between Plans and Sections within the Architectural, Engineering and Construction (AEC) Industry

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. 795-804 https://doi.org/10.52842/conf.caadria.2019.2.795
40. Papasotiriou, Tania (2019) Identifying the Landscape of Machine Learning-Aided Architectural Design - A Term Clustering and Scientometrics Study

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. 815-824 https://doi.org/10.52842/conf.caadria.2019.2.815

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