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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. Alawadhi, Mohammad; Yan, Wei (2020) BIM Hyperreality

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. 228-236. https://doi.org/10.52842/conf.acadia.2020.1.228
2. Xiao, Yahan, Chen, Sen, Ikeda, Yasushi and Hotta, Kensuke (2020) Automatic Recognition and Segmentation of Architectural Elements from 2D Drawings by Convolutional Neural Network

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. 843-852 https://doi.org/10.52842/conf.caadria.2020.1.843
3. Newton, David, Piatkowski, Dan, Marshall, Wesley and Tendle, Atharva (2020) Deep Learning Methods for Urban Analysis and Health Estimation of Obesity

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 1, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 297-304 https://doi.org/10.52842/conf.ecaade.2020.1.297
4. Veloso, Pedro and Krishnamurti, Ramesh (2020) An Academy of Spatial Agents - Generating spatial configurations with deep reinforcement learning

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 2, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 191-200 https://doi.org/10.52842/conf.ecaade.2020.2.191
5. Cho, Dahngyu, Kim, Jinsung, Shin, Eunseo, Choi, Jungsik and Lee, Jin-Kook (2020) Recognizing Architectural Objects in Floor-plan Drawings Using Deep-learning Style-transfer Algorithms

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. 717-725 https://doi.org/10.52842/conf.caadria.2020.2.717
6. Brown, Lachlan, Yip, Michael, Gardner, Nicole, Haeusler, M. Hank, Khean, Nariddh, Zavoleas, Yannis and Ramos, Cristina (2020) Drawing Recognition - Integrating Machine Learning Systems into Architectural Design Workflows

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 2, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 289-298 https://doi.org/10.52842/conf.ecaade.2020.2.289
7. Chan, Yick Hin Edwin and Spaeth, A. Benjamin (2020) Architectural Visualisation with Conditional Generative Adversarial Networks (cGAN). - What machines read in architectural sketches.

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 2, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 299-308 https://doi.org/10.52842/conf.ecaade.2020.2.299
8. Ezzat, Mohammed (2020) A Framework for a Comprehensive Conceptualization of Urban Constructs - SpatialNet and SpatialFeaturesNet for computer-aided creative urban design

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. 111-120 https://doi.org/10.52842/conf.caadria.2020.2.111
9. 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
10. Sun, Chengyu and Hu, Wei (2020) A Rapid Building Density Survey Method Based on Improved Unet

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. 649-658 https://doi.org/10.52842/conf.caadria.2020.2.649
11. Chuan Liu, Jiaqi Shen, Yue Ren, and Hao Zheng (2020) Pipes of AI – Machine Learning Assisted 3D Modeling Design

Proceedings of the 2020 DigitalFUTURES The 2nd International Conference on Computational Design and Robotic Fabrication (CDRF 2020) https://doi.org/https://doi.org/10.1007/978-981-33-4400-6_2
12. Zhang, Hang and Blasetti, Ezio (2020) 3D Architectural Form Style Transfer through Machine Learning

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. 659-668 https://doi.org/10.52842/conf.caadria.2020.2.659
13. Kado, Keita, Furusho, Genki, Nakamura, Yusuke and Hirasawa, Gakuhito (2020) rocess Path Derivation Method for Multi-Tool Processing Machines Using Deep-Learning-Based Three Dimensional Shape Recognition

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. 609-618 https://doi.org/10.52842/conf.caadria.2020.2.609
14. Sebestyen, Adam and Tyc, Jakub (2020) Machine Learning Methods in Energy Simulations for Architects and Designers - The implementation of supervised machine learning in the context of the computational design process

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 1, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 613-622 https://doi.org/10.52842/conf.ecaade.2020.1.613
15. Zohier, Islam; EL Antably, Ahmed; S. Madani, Ahmed (2020) An AI Lens on Historic Cairo

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. 426-434. https://doi.org/10.52842/conf.acadia.2020.1.426
16. Hao Zheng (2020) Form Finding and Evaluating Through Machine Learning: The Prediction of Personal Design Preference in Polyhedral Structures

Architectural Intelligence Selected Papers from the 1st International Conference on Computational Design and Robotic Fabrication (CDRF 2025) https://doi.org/https://doi.org/10.1007/978-981-15-6568-7_13
17. Li, Peiwen; Zhu, Wenbo (2020) Clustering and Morphological Analysis of Campus Context

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. 170-177. https://doi.org/10.52842/conf.acadia.2020.2.170
18. Li, Yunqin, Yabuki, Nobuyoshi, Fukuda, Tomohiro and Zhang, Jiaxin (2020) A big data evaluation of urban street walkability using deep learning and environmental sensors - a case study around Osaka University Suita campus

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 2, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 319-328 https://doi.org/10.52842/conf.ecaade.2020.2.319
19. Markusiewicz, Jacek and Gortazar Balerdi, Ander (2020) LOTI - Using Machine Learning to simulate subjective opinions in design.

Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 1, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 439-448 https://doi.org/10.52842/conf.ecaade.2020.1.439
20. Mette Ramsgaard Thomsen, Paul Nicholas, Martin Tamke, Sebastian Gatz, Yuliya Sinke and Gabriella Rossi (2020) Towards machine learning for architectural fabrication in the age of industry 4.0

International Journal of Architectural Computing vol. 18 - no. 4, 335–352 https://papers.cumincad.org/cgi-bin/works/Show?ijac202018402

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