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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. 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
2. 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
3. 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
4. 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
5. 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
6. 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
7. 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
8. 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
9. 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
10. 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
11. Mondal, Joy (2021) Differences between Architects' and Non-architects' Visual Perception of Originality of Tower Typology - Quantification of subjective evaluation using Deep Learning

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. 65-74 https://doi.org/10.52842/conf.ecaade.2021.1.065
12. Nahmad Vazquez, Alicia; Chen, Li (2021) Automated Generation of Custom Fit PPE Inserts

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. 48-57. https://doi.org/10.52842/conf.acadia.2021.048
13. 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
14. Song, Yanan and Yuan, Philip F. (2021) A Research On Building Cluster Morphology Formation Based On Wind Environmental Performance And Deep Reinforcement Learning

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. 335-344 https://doi.org/10.52842/conf.ecaade.2021.1.335
15. Wu, Shaoji (2021) Hyperlinking Mechanisms in Commercial Complex - An Example of The Spatial Network in Taikoo Li Sanlitun,Beijing

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. 509-518 https://doi.org/10.52842/conf.caadria.2021.2.509
16. Wu, Shaoji (2021) Approach to Auto-Recognition of Human Trajectory in Squares using Machine Learning-Based Methods - An application of the Yolo-v3 and the DeepSORT algorithm

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. 361-370 https://doi.org/10.52842/conf.ecaade.2021.2.361
17. Yang, Xuyou and Xu, Weishun (2021) A Tool for Searching Active Bending Bamboo Strips in Construction via 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. 463-472 https://doi.org/10.52842/conf.caadria.2021.1.463
18. £ochnicki, Grzegorz; Kalousdian, Nicolas Kubail; Leder, Samuel; Maierhofer, Mathias; Wood, Dylan; Menges, Achim (2021) Co-Designing Material-Robot Construction Behaviors

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. 470-479. https://doi.org/10.52842/conf.acadia.2021.470
19. Abdelmohsen, S, El-Khouly, T, Mallasi, Z and Bennadji, A (eds.) (2021) ASCAAD 2021: Architecture in the Age of Disruptive Technologies - Transformation and Challenges

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. https://papers.cumincad.org/cgi-bin/works/Show?ascaad2021_000
20. Abdelmohsen, Sherif; Passaint Massoud (2021) Material-Based Parametric Form Finding: Learning Parametric Design through Computational Making

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. 521-535 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2021_118

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