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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. 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
2. Han, Yoojin and Lee, Hyunsoo (2020) A Deep Learning Approach for Brand Store Image and Positioning - Auto-generation of Brand Positioning Maps Using Image Classification

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. 689-696 https://doi.org/10.52842/conf.caadria.2020.2.689
3. 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
4. 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
5. Zhen Han, Wei Yan, and Gang Liu (2020) A Performance-Based Urban Block Generative Design Using Deep Reinforcement Learning and Computer Vision

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_13
6. Paiva Ponzio, Angelica, Prazeres Veloso de Souza, Leonardo, Mateus Schulz, Victor and Lasso, Cindy (2020) Digital Understandings in the Construction of Knowledge - Report of experiences in contemporary architectural design teaching

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. 675-684 https://doi.org/10.52842/conf.ecaade.2020.1.675
7. Steinfeld, Kyle (2020) Drawn, Together

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. 282-289. https://doi.org/10.52842/conf.acadia.2020.1.282
8. Zheng, Hao and Ren, Yue (2020) Machine Learning Neural Networks Construction and Analysis in Vectorized Design Drawings

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. 707-716 https://doi.org/10.52842/conf.caadria.2020.2.707
9. 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
10. 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
11. Karakiewicz, Justyna (2020) Design is real, complex, inclusive, emergent and evil

International Journal of Architectural Computing vol. 18 - no. 1, 5-19 https://papers.cumincad.org/cgi-bin/works/Show?ijac202018101
12. 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
13. Singh, Manav Mahan, Schneider-Marin, Patricia, Harter, Hannes, Lang, Werner and Geyer, Philipp (2020) Applying Deep Learning and Databases for Energy-efficient Architectural Design - Abstract

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. 79-87 https://doi.org/10.52842/conf.ecaade.2020.2.079
14. 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
15. Özerol, Gizem; Semra Arslan Selçuk (2023) Machine learning in the discipline of architecture: A review on the research trends between 2014 and 2020

International Journal of Architectural Computing 2023, Vol. 21 - no. 1, pp. 23–41 https://papers.cumincad.org/cgi-bin/works/Show?ijac202321102
16. Buš, Peter (2020) User-driven Configurable Architectural Assemblies - Towards artificial intelligence-embedded responsive environments

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. 483-490 https://doi.org/10.52842/conf.ecaade.2020.2.483
17. Hang Zhang and Ye Huang (2020) Machine Learning Aided 2D-3D Architectural Form Finding at High Resolution

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_15
18. Hemmerling, Marco and Maris, Simon (2020) INTERCOM - A platform for collaborative design processes

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. 173-180 https://doi.org/10.52842/conf.ecaade.2020.2.173
19. Kepczynska-Walczak, Anetta (2018) Building Information Modelling for 2020+ Realm - Contemporary practice and future perspectives

Kepczynska-Walczak, A, Bialkowski, S (eds.), Computing for a better tomorrow - Proceedings of the 36th eCAADe Conference - Volume 1, Lodz University of Technology, Lodz, Poland, 19-21 September 2018, pp. 271-280 https://doi.org/10.52842/conf.ecaade.2018.1.271
20. Kharbanda, Kritika, Papadopoulou, Iliana, Pouliou, Panagiota, Daw, Karim, Belwadi, Anirudh and Loganathan, Hariprasath (2022) LearnCarbon - A tool for machine learning prediction of global warming potential from abstract designs

Pak, B, Wurzer, G and Stouffs, R (eds.), Co-creating the Future: Inclusion in and through Design - Proceedings of the 40th Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2022) - Volume 2, Ghent, 13-16 September 2022, pp. 601–610 https://doi.org/10.52842/conf.ecaade.2022.2.601

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