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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. Eisenstadt, Viktor, Arora, Hardik, Ziegler, Christoph, Bielski, Jessica, Langenhan, Christoph, Althoff, Klaus-Dieter and Dengel, Andreas (2021) Comparative Evaluation of Tensor-based Data Representations for Deep Learning Methods in Architecture

Stojakovic, V and Tepavcevic, B (eds.), Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 1, University of Novi Sad, Novi Sad, Serbia, 8-10 September 2021, pp. 45-54 https://doi.org/10.52842/conf.ecaade.2021.1.045
2. Elgobashi, Aya; Yasmeen El Semary (2021) Redefinition of Heritage Public Spaces Using PPGIS: The Case of Religious Complex in Old Cairo

Abdelmohsen, S, El-Khouly, T, Mallasi, Z and Bennadji, A (eds.), Architecture in the Age of Disruptive Technologies: Transformations and Challenges [9th ASCAAD Conference Proceedings ISBN 978-1-907349-20-1] Cairo (Egypt) [Virtual Conference] 2-4 March 2021, pp. 355-370 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2021_062
3. Karabagli, Kaan, Koc, Mustafa, Basu, Prithwish and As, Imdat (2021) A Machine Learning Approach to Translate Graph Representations into Conceptual Massing Models

Gomez, P and Braida, F (eds.), Designing Possibilities - Proceedings of the XXV International Conference of the Ibero-American Society of Digital Graphics (SIGraDi 2021), Online, 8 - 12 November 2021, pp. 191–202 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2021_200
4. Lu, Yueheng, Tian, Runjia, Li, Ao, Wang, Xiaoshi and Jose Luis, Garcia del Castillo Lopez (2021) CubiGraph5K - Organizational Graph Generation for Structured Architectural Floor Plan Dataset

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. 81-90 https://doi.org/10.52842/conf.caadria.2021.1.081
5. Alani, Mostafa; Bilal Al-Kaseem (2021) Fill in the Blanks: Deep Convolutional Generative Adversarial Networks to Investigate the Virtual Design Space of Historical Islamic Patterns

Abdelmohsen, S, El-Khouly, T, Mallasi, Z and Bennadji, A (eds.), Architecture in the Age of Disruptive Technologies: Transformations and Challenges [9th ASCAAD Conference Proceedings ISBN 978-1-907349-20-1] Cairo (Egypt) [Virtual Conference] 2-4 March 2021, pp. 614-621 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2021_093
6. Arora, Hardik, Bielski, Jessica, Eisenstadt, Viktor, Langenhan, Christoph, Ziegler, Christoph, Althoff, Klaus-Dieter and Dengel, Andreas (2021) Consistency Checker - An automatic constraint-based evaluator for housing spatial configurations

Stojakovic, V and Tepavcevic, B (eds.), Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 2, University of Novi Sad, Novi Sad, Serbia, 8-10 September 2021, pp. 351-358 https://doi.org/10.52842/conf.ecaade.2021.2.351
7. Cao, Yu, Kahlon, Yuval and Fujii, Haruyuki (2021) Capturing Interpretation Sources in Architectural Design by Observing Sequences of Design Acts

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 2, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 141-150 https://doi.org/10.52842/conf.caadria.2021.2.141
8. Cesar Rodrigues, Ricardo, Kenzo Imagawa, Marcelo, Rubio Koga, Renan and Bertola Duarte, Rovenir (2021) Big Data vs Smart Data on the Generation of Floor Plans with Deep Learning

Gomez, P and Braida, F (eds.), Designing Possibilities - Proceedings of the XXV International Conference of the Ibero-American Society of Digital Graphics (SIGraDi 2021), Online, 8 - 12 November 2021, pp. 217–228 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2021_114
9. Chen, Jielin and Stouffs, Rudi (2021) From Exploration to Interpretation - Adopting Deep Representation Learning Models to Latent Space Interpretation of Architectural Design Alternatives

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. 131-140 https://doi.org/10.52842/conf.caadria.2021.1.131
10. Chen, Jielin, Stouffs, Rudi and Biljecki, Filip (2021) Hierarchical (multi-label) architectural image recognition and classification

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. 161-170 https://doi.org/10.52842/conf.caadria.2021.1.161
11. Del Campo, Matias; Alexandra Carlson, and Sandra Manninger (2021) Towards Hallucinating Machines - Designing with Computational Vision

International Journal of Architectural Computing 2021, Vol. 19 - no. 1, 88–103 https://papers.cumincad.org/cgi-bin/works/Show?ijac202119106
12. Eisenstadt, Viktor, Arora, Hardik, Ziegler, Christoph, Bielski, Jessica, Langenhan, Christoph, Althoff, Klaus-Dieter and Dengel, Andreas (2021) Exploring optimal ways to represent topological and spatial features of building designs in deep learning methods and applications for architecture

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. 191-200 https://doi.org/10.52842/conf.caadria.2021.1.191
13. Fukuda, Tomohiro; Marcos Novak, Hiroyuki Fujii, Yoann Pencreach (2021) Virtual reality rendering methods for training deep learning, analysing landscapes, and preventing virtual reality sickness

International Journal of Architectural Computing 2021, Vol. 19 - no. 2, 190–207 https://papers.cumincad.org/cgi-bin/works/Show?ijac202119205
14. Han, Yoojin and Lee, Hyunsoo (2021) Exploring the Key Attributes of Lifestyle Hotels: A Content Analysis of User-Created Content on Instagram

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. 71-80 https://doi.org/10.52842/conf.caadria.2021.1.071
15. Hu, Wei (2021) The experiment of neural network on the cognition of style

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 2, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 61-70 https://doi.org/10.52842/conf.caadria.2021.2.061
16. Ikeno, Kazunosuke, Fukuda, Tomohiro and Yabuki, Nobuyoshi (2021) Can a Generative Adversarial Network Remove Thin Clouds in Aerial Photographs? - Toward Improving the Accuracy of Generating Horizontal Building Mask Images for Deep Learning in Urban Planning and Design

A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 2, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 377-386 https://doi.org/10.52842/conf.caadria.2021.2.377
17. Johanes, Mikhael; Huang, Jeffrey (2021) Deep Learning Isovist

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. 134-141. https://doi.org/10.52842/conf.acadia.2021.134
18. Joyce, Sam Conrad and Nazim, Ibrahim (2021) Limits to Applied ML in Planning and Architecture - Understanding and defining extents and capabilities

Stojakovic, V and Tepavcevic, B (eds.), Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 1, University of Novi Sad, Novi Sad, Serbia, 8-10 September 2021, pp. 243-252 https://doi.org/10.52842/conf.ecaade.2021.1.243
19. Keshavarzi, Mohammad, Afolabi, Oladapo, Caldas, Luisa, Yang, Allen Y. and Zakhor, Avideh (2021) GenScan: A Generative Method for Populating Parametric 3D Scan Datasets

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. 91-100 https://doi.org/10.52842/conf.caadria.2021.1.091
20. Kikuchi, Takuya, Fukuda, Tomohiro and Yabuki, Nobuyoshi (2021) Automatic Diminished Reality-Based Virtual Demolition Method using Semantic Segmentation and Generative Adversarial Network for Landscape Assessment

Stojakovic, V and Tepavcevic, B (eds.), Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 2, University of Novi Sad, Novi Sad, Serbia, 8-10 September 2021, pp. 529-538 https://doi.org/10.52842/conf.ecaade.2021.2.529

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