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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. Hosmer, Tyson; Tigas, Panagiotis (2019) Deep Reinforcement Learning for Autonomous Robotic Tensegrity (ART)

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. 16-29 https://doi.org/10.52842/conf.acadia.2019.016
2. Hosmer, Tyson; Tigas, Panagiotis; Reeves, David; He, Ziming (2020) Spatial Assembly with Self-Play Reinforcement Learning

ACADIA 2020: Distributed Proximities / Volume I: Technical Papers [Proceedings of the 40th Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-95213-0]. Online and Global. 24-30 October 2020. edited by B. Slocum, V. Ago, S. Doyle, A. Marcus, M. Yablonina, and M. del Campo. 382-393. https://doi.org/10.52842/conf.acadia.2020.1.382
3. 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
4. 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
5. 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
6. 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
7. 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
8. 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
9. 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
10. 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
11. 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
12. 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
13. 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
14. 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
15. 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
16. 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
17. Rhee, Jinmo and Veloso, Pedro (2021) Generative Design of Urban Fabrics Using Deep Learning

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 1, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 31-40 https://doi.org/10.52842/conf.caadria.2021.1.031
18. 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
19. Subramanian, Ramanathan, Tuncer, Bige and Binder, Alexander (2019) Thermal Comfort Based Performance Appraisal of Covered Walkways in Singapore

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. 805-814 https://doi.org/10.52842/conf.caadria.2019.1.805
20. Aljammaz, Mohammed ; Tsung-Hsien Wang and Chengzhi Peng (2019) The influence of Saudi Arabian culture on energy use: Improving the time-use schedules in energy simulation for houses in Riyadh

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, pp. 273-289 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_037

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