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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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1. 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
2. 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
3. Newton, David (2019) Deep Generative Learning for the Generation and Analysis of Architectural Plans with Small Datasets

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. 21-28 https://doi.org/10.52842/conf.ecaade.2019.2.021
4. Özel, Güvenç; Ennemoser, Benjamin (2019) Interdisciplinary AI

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. 380- 391 https://doi.org/10.52842/conf.acadia.2019.380
5. 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
6. 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
7. 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
8. Kinugawa, Hina and Takizawa, Atsushi (2019) Deep Learning Model for Predicting Preference of Space by Estimating the Depth Information of Space using Omnidirectional 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 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 61-68 https://doi.org/10.52842/conf.ecaade.2019.2.061
9. Leach, Neil (2019) Do Robots Dream of Digital Sleep?

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. 298-309 https://doi.org/10.52842/conf.acadia.2019.298
10. 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
11. Mrosla, Laura, Koch, Volker and von Both, Petra (2019) Quo vadis AI in Architecture? - Survey of the current possibilities of AI in the architectural practice

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. 45-54 https://doi.org/10.52842/conf.ecaade.2019.2.045
12. 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
13. Rhee, Jinmo, Veloso, Pedro and Krishnamurti, Ramesh (2020) Integrating building footprint prediction and building massing - an experiment in Pittsburgh

D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 2, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 669-678 https://doi.org/10.52842/conf.caadria.2020.2.669
14. Rossi, Gabriella and Nicholas, Paul (2019) Haptic Learning - Towards Neural-Network-based adaptive Cobot Path-Planning for unstructured spaces

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. 201-210 https://doi.org/10.52842/conf.ecaade.2019.2.201
15. Toulkeridou, Varvara (2019) Steps towards AI augmented parametric modeling systems for supporting design exploration

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. 81-90 https://doi.org/10.52842/conf.ecaade.2019.1.081
16. Uzun, Can and Çolako?lu, Meryem Birgül (2019) Architectural Drawing Recognition - A case study for training the learning algorithm with architectural plan and section drawing 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 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 29-34 https://doi.org/10.52842/conf.ecaade.2019.2.029
17. Yetkin, Ozan and Gönenç Sorguç, Arzu (2019) Design Space Exploration of Initial Structural Design Alternatives via Artificial Neural Networks

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. 55-60 https://doi.org/10.52842/conf.ecaade.2019.1.055
18. Loo, Stella Yi Ning, Jayashankar, Dhileep Kumar, Gupta, Sachin and Tracy, Kenneth (2020) Hygro-Compliant: Responsive Architecture with Passively Actuated Compliant Mechanisms

D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 1, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 223-232 https://doi.org/10.52842/conf.caadria.2020.1.223
19. 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
20. Cao, Rui, Fukuda, Tomohiro and Yabuki, Nobuyoshi (2019) Quantifying Visual Environment by Semantic Segmentation Using Deep Learning - A Prototype for Sky View Factor

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. 623-632 https://doi.org/10.52842/conf.caadria.2019.2.623

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