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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. Aljhadali, Abdulrahman; Megahed, Yasser; Gwilliam, Julie (2023) Artificial Intelligence (AI) and Machine Learning (ML) in Practice: A Comprehensive Investigation into the Utilization of Generative Artificial Intelligence (AI) and Machine Learning (ML) in Architectural Practice

C+++: Computation, Culture, and Context – Proceedings of the 11th International Conference of the Arab Society for Computation in Architecture, Art and Design (ASCAAD), University of Petra, Amman, Jordan [Hybrid Conference] 7-9 November 2023, pp. 324-343. https://papers.cumincad.org/cgi-bin/works/Show?ascaad2023_075
22. Aman, Jayedi, Matisziw, Timothy C, Kim, Jong Bum and Luo, Dan (2022) Sensing the City: Leveraging Geotagged Social Media Posts and Street View Imagery to Model Urban Streetscapes Using Deep Neural Networks

Jeroen van Ameijde, Nicole Gardner, Kyung Hoon Hyun, Dan Luo, Urvi Sheth (eds.), POST-CARBON - Proceedings of the 27th CAADRIA Conference, Sydney, 9-15 April 2022, pp. 595-604 https://doi.org/10.52842/conf.caadria.2022.1.595
23. Ampanavos, Spyridon; Bernal, Marcelo; Okhoya, Victor (2023) Daylight ML: A General-Purpose Deep-Learning Surrogate Model for Annual Daylight Distribution

ACADIA 2023: Habits of the Anthropocene: Scarcity and Abundance in a Post-Material Economy [Volume 2: Proceedings of the 43rd Annual Conference for the Association for Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9891764-0-3]. Denver. 26-28 October 2023. edited by A. Crawford, N. Diniz, R. Beckett, J. Vanucchi, M. Swackhamer 520-531. https://papers.cumincad.org/cgi-bin/works/Show?acadia23_v2_520
24. Ana Herruzo and Nikita Pashenkov (2020) Collection to Creation: Playfully Interpreting the Classics with Contemporary Tools

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_19
25. 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
26. Bai, Zishen and Zhang, Chen (2024) A Discriminator with Deep Learning (ResNet-LST) for Evaluating the Impact of Urban Morphological Indicators on Urban Land Surface Temperatures

Nicole Gardner, Christiane M. Herr, Likai Wang, Hirano Toshiki, Sumbul Ahmad Khan (eds.), ACCELERATED DESIGN - Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 2, pp. 9–18 https://doi.org/10.52842/conf.caadria.2024.2.009
27. Cabezon Pedroso, Tomas, Rhee, Jinmo and Byrne, Daragh (2023) Feature Space Exploration as an Alternative for Design Space Exploration Beyond the Parametric Space

Immanuel Koh, Dagmar Reinhardt, Mohammed Makki, Mona Khakhar, Nic Bao (eds.), HUMAN-CENTRIC - Proceedings of the 28th CAADRIA Conference, Ahmedabad, 18-24 March 2023, pp. 29–38 https://doi.org/10.52842/conf.caadria.2023.2.029
28. Cai, Chenyi, Wang, Xiao, Li, Biao and Herthogs, Pieter (2024) ArchiSearch: A Text-Image Integrated Case-based Search Engine in Architecture Using Self-organizing Maps

Nicole Gardner, Christiane M. Herr, Likai Wang, Hirano Toshiki, Sumbul Ahmad Khan (eds.), ACCELERATED DESIGN - Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 3, pp. 19–28 https://doi.org/10.52842/conf.caadria.2024.3.019
29. Cao, Rui, Fukuda, Tomohiro and Yabuki, Nobuyoshi (2019) Quantifying Visual Environment by Semantic Segmentation Using Deep Learning - A Prototype for Sky View Factor

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 2, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 623-632 https://doi.org/10.52842/conf.caadria.2019.2.623
30. 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
31. 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
32. 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
33. Cicek, Selen; Koc, Mustafa; Korukcu, Berfin (2022) Urban Map Generation in Artist's Style using Generative Adversarial Networks (GAN)

Hybrid Spaces of the Metaverse - Architecture in the Age of the Metaverse: Opportunities and Potentials [10th ASCAAD Conference Proceedings] Debbieh (Lebanon) [Virtual Conference] 12-13 October 2022, pp. 264-282 https://papers.cumincad.org/cgi-bin/works/Show?ascaad2022_085
34. de Miguel, Jaime, Villafa?e, Maria Eugenia, Piškorec, Luka and Sancho-Caparrini, Fernando (2019) Deep Form Finding - Using Variational Autoencoders for deep form finding of structural typologies

Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 1, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 71-80 https://doi.org/10.52842/conf.ecaade.2019.1.071
35. 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
36. Dong, Zhiyong, Lin, Jinru, Wang, Siqi, Xu, Yijia, Xu, Jiaqi and Liu, Xiao (2022) Where Will Romance Occur, A New Prediction Method of Urban Love Map through Deep Learning

Jeroen van Ameijde, Nicole Gardner, Kyung Hoon Hyun, Dan Luo, Urvi Sheth (eds.), POST-CARBON - Proceedings of the 27th CAADRIA Conference, Sydney, 9-15 April 2022, pp. 213-222 https://doi.org/10.52842/conf.caadria.2022.1.213
37. 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
38. Eisenstadt, Viktor, Bielski, Jessica, Langenhan, Christoph, Althoff, Klaus-Dieter and Dengel, Andreas (2022) Autocompletion of Design Data in Semantic Building Models using Link Prediction and Graph Neural Networks

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 1, Ghent, 13-16 September 2022, pp. 501–510 https://doi.org/10.52842/conf.ecaade.2022.1.501
39. 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
40. Fukuda, Tomohiro, Kuwamuro, Yasuyuki and Yabuki, Nobuyoshi (2017) Optical Integrity of Diminished Reality Using Deep Learning

Fioravanti, A, Cursi, S, Elahmar, S, Gargaro, S, Loffreda, G, Novembri, G, Trento, A (eds.), ShoCK! - Sharing Computational Knowledge! - Proceedings of the 35th eCAADe Conference - Volume 1, Sapienza University of Rome, Rome, Italy, 20-22 September 2017, pp. 241-250 https://doi.org/10.52842/conf.ecaade.2017.1.241

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