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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. Austern, Guy, Yosifof, Roei and Fisher-Gewirtzman, Dafna (2023) A Dataset for Training Machine Learning Models to Analyze Urban Visual Spatial Experience

Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 2, Graz, 20-22 September 2023, pp. 781–790 https://doi.org/10.52842/conf.ecaade.2023.2.781
2. Guida, George (2023) Multimodal Architecture: Applications of Language in a Machine Learning Aided Design Process

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. 561–570 https://doi.org/10.52842/conf.caadria.2023.2.561
3. He, Mingyi, Su, Zixin, Xie, Yantong and Tu, Han (2023) Linguistic Landscape Research on the Relationship of Urban Language and Commerce Based on Large-scale Street View Images

García Amen, F, Goni Fitipaldo, A L and Armagno Gentile, Á (eds.), Accelerated Landscapes - Proceedings of the XXVII International Conference of the Ibero-American Society of Digital Graphics (SIGraDi 2023), Punta del Este, Maldonado, Uruguay, 29 November - 1 December 2023, pp. 1737–1748 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2023_179
4. Newton, David William (2023) Identifying correlations between depression and urban morphology through generative deep learning

International Journal of Architectural Computing 2023, Vol. 21 - no. 1, pp. 136–157 https://papers.cumincad.org/cgi-bin/works/Show?ijac202321108
5. Qiaoming Deng, Xiaofeng Li, Yubo Liu & Kai Hu (2023) Exploration of three-dimensional spatial learning approach based on machine learning–taking Taihu stone as an example

Architectural Intelligence Journal https://doi.org/https://doi.org/10.1007/s44223-023-00023-2
6. Qin, Bowen and Zheng, Hao (2023) An Image-Based Machine Learning Method for Urban Features Prediction With Three-Dimensional Building Information

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. 109–118 https://doi.org/10.52842/conf.caadria.2023.1.109
7. Salman, Huda; Dounas, Theodoros; Clarke, Connor (2023) Fluency of Creative Ideas in the Digital Age: Exploring Emergent AI Influences on Design Methodology and Visual Thinking in Architectural Education

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. 815-832. https://papers.cumincad.org/cgi-bin/works/Show?ascaad2023_134
8. Shata, Dina; Omrani, Sara; Drogemuller, Robin; Denman, Simon; Wagdy, Ayman (2023) Segmented Rooftop Dataset Generation: A Simplified Approach for Harnessing Solar Power Potential Using Aerial Imagery and Point Cloud Data

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. 134-153. https://papers.cumincad.org/cgi-bin/works/Show?ascaad2023_125
9. Yinan, Chen; Jia, Xibei; Tu, Han; Ou, Yiwei; Zhou, Xinren (2023) City Diversity: How Do Architectural Uses, Ages, and Styles Affect the Public? A Case Study in Manhattan Through Social Media Data

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. 463-486. https://papers.cumincad.org/cgi-bin/works/Show?ascaad2023_052
10. Canli, Ilkim, Gursel Dino, Ipek and Kalkan, Sinan (2023) Useful Daylight Illuminance Prediction Under Data Imbalance in an Urban Context

Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 2, Graz, 20-22 September 2023, pp. 599–608 https://doi.org/10.52842/conf.ecaade.2023.2.599
11. Meeran, Ahmed and Joyce, Sam (2023) Rethinking Airport Spatial Analysis and Design: A GAN based data driven approach using latent space exploration on aerial imagery for adaptive airport planning

Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 2, Graz, 20-22 September 2023, pp. 501–510 https://doi.org/10.52842/conf.ecaade.2023.2.501
12. Prokop, Šimon, Kubalík, Jiří and Kurilla, Lukáš (2023) Neural Networks for Estimating Wind Pressure on Complex Double-Curved Facades

Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 2, Graz, 20-22 September 2023, pp. 639–647 https://doi.org/10.52842/conf.ecaade.2023.2.639
13. Ran, Wuwu; Yin, Lu; Yu, Jie (2023) Machine Learning-driven Comparative Study: Morphological Taxonomy in Screen-Based Building Clusters

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 596-605. https://papers.cumincad.org/cgi-bin/works/Show?acadia23_v2_596
14. Wang, Xiao, Tang, Peng and Cai, Chenyi (2023) Traditional Chinese Village Morphological Feature Extraction and Cluster Analysis Based on Multi-source Data and Machine Learning

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. 179–188 https://doi.org/10.52842/conf.caadria.2023.1.179
15. Yau, Ho Man, Dounas, Theodoros, Jabi, Wassim and Lombardi, Davide (2023) Timber joints analysis and design using Shape and Graph Grammar-based Machine Learning approach

Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 1, Graz, 20-22 September 2023, pp. 569–578 https://doi.org/10.52842/conf.ecaade.2023.1.569
16. Ahmadpanah, Hooshiar, Haidar, Adonis and Latifi, Seyed Mostafa (2023) BIM and Machine Learning (ML) Integration in Design Coordination: Using ML to automate object classification for clash detection

Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 2, Graz, 20-22 September 2023, pp. 619–628 https://doi.org/10.52842/conf.ecaade.2023.2.619
17. Andreou, Alexis, Kontovourkis, Odysseas, Solomou, Solon and Savvides, Andreas (2023) Rethinking Architectural Design Process using Integrated Parametric Design and Machine Learning Principles

Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 2, Graz, 20-22 September 2023, pp. 461–470 https://doi.org/10.52842/conf.ecaade.2023.2.461
18. Bai, Zishen and Peng, Chengzhi (2023) Convolutional Neural Network (CNN) Supported Urban Design to Reduce Particle Air Pollutant Concentrations

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. 505–514 https://doi.org/10.52842/conf.caadria.2023.1.505
19. Başarir, Lale, Çiçek, Selen and Koç, Mustafa (2023) Demystifying the patterns of local knowledge: The implicit relation of local music and vernacular architecture

Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 1, Graz, 20-22 September 2023, pp. 791–800 https://doi.org/10.52842/conf.ecaade.2023.2.791
20. Blaas, Quintin, Pelosi, Antony and Brown, Andre (2023) Reconsidering Artificial Intelligence as Co-Designer

Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 2, Graz, 20-22 September 2023, pp. 559–566 https://doi.org/10.52842/conf.ecaade.2023.2.559

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