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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. Higgs, Baptiste and Doherty, Ben (2020) Sanitary Sanity: Evaluating Privacy Preserving Machine Learning Methods for Post-occupancy Evaluation

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. 697-706 https://doi.org/10.52842/conf.caadria.2020.2.697
22. Kampani, Anna and Varoudis, Tasos (2020) Perceptive Machine - Visuospatial Configurations Through Machine Intuition

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. 419-428 https://doi.org/10.52842/conf.ecaade.2020.1.419
23. Kirova, Nikol; Markopoulou, Areti (2020) Pedestrian Flow: Monitoring and Prediction

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. 84-93. https://doi.org/10.52842/conf.acadia.2020.1.084
24. Lharchi, Ayoub, Ramsgaard Thomsen, Mette and Tamke, Martin (2020) Connected Augmented Assembly - Cloud based Augmented Reality applications in architecture

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. 179-186 https://doi.org/10.52842/conf.ecaade.2020.1.179
25. Meng, Leo Lin, Graham, Jeremy and Haeusler, M. Hank (2020) t-SNE: A Dimensionality Reduction Tool for Design Data Visualisation

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. 629-638 https://doi.org/10.52842/conf.caadria.2020.2.629
26. 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
27. 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
28. Sanatani, Rohit Priyadarshi (2020) A Machine-Learning driven Design Assistance Framework for the Affective Analysis of Spatial Enclosures

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. 741-750 https://doi.org/10.52842/conf.caadria.2020.1.741
29. Silva Dória, David Rodrigues; Ramaswami, Keshav; Claypool, Mollie; Retsin, Gilles (2021) Public parts, resocialized autonomous communal life

International Journal of Architectural Computing 2021, Vol. 19 - no. 4, 568–593 https://papers.cumincad.org/cgi-bin/works/Show?ijac202119406
30. Slocum, Brian; Ago, Viola; Doyle, Shelby; Marcus, Adam; Yablonina, Maria; del Campo, Matias (eds.) (2020) ACADIA 2020: Distributed Proximities

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. 747 p. https://doi.org/10.52842/conf.acadia.2020.1
31. Smith, Rebecca (2021) Passive Listening and Evidence Collection

ACADIA 2021: Realignments: Toward Critical Computation [Proceedings of the 41st Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 979-8-986-08056-7]. Online and Global. 3-6 November 2021. edited by B. Bogosian, K. Dörfler, B. Farahi, J. Garcia del Castillo y López, J. Grant, V. Noel, S. Parascho, and J. Scott. 76-81. https://doi.org/10.52842/conf.acadia.2021.076
32. Sun, Yunjuan; Jiang, Lei; Zheng, Hao (2020) A Machine Learning Method of Predicting Behavior Vitality Using Open Source Data

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. 160-168. https://doi.org/10.52842/conf.acadia.2020.2.160
33. Tarabishy, Sherif; Stamatios Psarras, Marcin Kosicki and Martha Tsigkari (2020) Deep learning surrogate models for spatial and visual connectivity

International Journal of Architectural Computing vol. 18 - no. 1, 53-66 https://papers.cumincad.org/cgi-bin/works/Show?ijac202018104
34. Tian, Jieren and Yu, Chuanfei (2020) Dynamic Translation of Real-world Environment Factors and Urban Design Operation in a Game Engine - A Case Study of Central District in Tiebei New Town, Nanjing

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. 11-20 https://doi.org/10.52842/conf.caadria.2020.2.011
35. Xia, Xinyu and Tong, Ziyu (2020) A Machine Learning-Based Method for Predicting Urban Land Use

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. 21-30 https://doi.org/10.52842/conf.caadria.2020.2.021
36. Yazici, Sevil (2020) A machine-learning model driven by geometry, material and structural performance data in architectural 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. 411-418 https://doi.org/10.52842/conf.ecaade.2020.1.411
37. Yecheng Zhang, Qimin Zhang, Yuxuan Zhao, Yunjie Deng, Feiyang Liu, Hao Zheng (2022) Artificial Intelligence Prediction of Urban Spatial Risk Factors from an Epidemic Perspective

Proceedings of the 2022 DigitalFUTURES The 4st International Conference on Computational Design and Robotic Fabrication (CDRF 2022) https://doi.org/https://doi.org/10.1007/978-981-19-8637-6_18
38. Zarzycki, Andrzej (2024) BIM-Driven Curriculum for Integrated Design Studios: Maintaining data interoperability and design flexibility

Kontovourkis, O, Phocas, MC and Wurzer, G (eds.), Data-Driven Intelligence - Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024, Volume 2, pp. 27–36 https://doi.org/10.52842/conf.ecaade.2024.2.027
39. 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
40. 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

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