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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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101. Hosmer, Tyson; Wang, Jiaqi; Jiang, Wanzhu; He, Ziming (2022) Integrated Reconfigurable Autonomous Architecture System

ACADIA 2022: Hybrids and Haecceities [Proceedings of the 42nd Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9860805-8-1]. University of Pennsylvania Stuart Weitzman School of Design. 27-29 October 2022. edited by M. Akbarzadeh, D. Aviv, H. Jamelle, and R. Stuart-Smith. 638-651. https://papers.cumincad.org/cgi-bin/works/Show?acadia22_638
102. Hu, Anqi, Yabuki, Nobuyoshi and Fukuda, Tomohiro (2023) Development of a Method for Assessing the View Index of Plants of Interest Using Deep 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. 585–594 https://doi.org/10.52842/conf.caadria.2023.1.585
103. Hu, Wei (2024) DSNL in Architecture – A Deep Learning Approach to Deciphering Architectural Sketches and Facilitating Human-AI Interaction

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 1, pp. 119–128 https://doi.org/10.52842/conf.caadria.2024.1.119
104. Huang, Chenyu, Zhang, Gengjia, Yin, Minggang and Yao, Jiawei (2022) Energy-driven Intelligent Generative Urban Design, Based on Deep Reinforcement Learning Method With a Nested Deep Q-R Network

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. 233-242 https://doi.org/10.52842/conf.caadria.2022.1.233
105. Ikeno, Kazunosuke, Fukuda, Tomohiro and Yabuki, Nobuyoshi (2020) Automatic Generation of Horizontal Building Mask Images by Using a 3D Model with Aerial Photographs for Deep Learning

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. 271-278 https://doi.org/10.52842/conf.ecaade.2020.2.271
106. 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
107. Jiaxin Zhang , Tomohiro Fukuda , and Nobuyoshi Yabuki (2020) A Large-Scale Measurement and Quantitative Analysis Method of Façade Color in the Urban Street Using Deep Learning

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_9
108. Johanes, Mikhael and Huang, Jeffrey (2022) Deep Learning Spatial Signature - Inverted GANs for Isovist representation in architectural floorplan

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 2, Ghent, 13-16 September 2022, pp. 621–629 https://doi.org/10.52842/conf.ecaade.2022.2.621
109. Johanes, Mikhael and Huang, Jeffrey (2023) Generative Isovist Transformer: Machine learning for spatial sequence synthesis

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. 471–480 https://doi.org/10.52842/conf.ecaade.2023.2.471
110. 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
111. Johanes, Mikhael; Huang, Jeffrey (2022) Latent Isovist

ACADIA 2022: Hybrids and Haecceities [Proceedings of the 42nd Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9860805-8-1]. University of Pennsylvania Stuart Weitzman School of Design. 27-29 October 2022. edited by M. Akbarzadeh, D. Aviv, H. Jamelle, and R. Stuart-Smith. 672-683. https://papers.cumincad.org/cgi-bin/works/Show?acadia22_672
112. Johnson, S. (1998) What's in a representation, why do we care, and what does it mean? Examining evidence from psychology

Automation in Construction 8 (1) (1998) pp. 15-24 https://papers.cumincad.org/cgi-bin/works/Show?4ea3
113. Johnson, Scott (1997) What's in a Representation, Why Do We Care, and What Does It Mean? Examining Evidence from Psychology

Design and Representation [ACADIA ‘97 Conference Proceedings / ISBN 1-880250-06-3] Cincinatti, Ohio (USA) 3-5 October 1997, pp. 5-15 https://doi.org/10.52842/conf.acadia.1997.005
114. 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
115. Kado, Keita, Furusho, Genki, Nakamura, Yusuke and Hirasawa, Gakuhito (2020) rocess Path Derivation Method for Multi-Tool Processing Machines Using Deep-Learning-Based Three Dimensional Shape Recognition

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. 609-618 https://doi.org/10.52842/conf.caadria.2020.2.609
116. Kang, Se Yeon, Cho, Ju Eun and Jun, Han Jong (2024) Electroencephalogram (EEG) based Emotional Lighting Design Using Deep-Learning for a User-Centric Approach

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. 391–400 https://doi.org/10.52842/conf.caadria.2024.3.391
117. 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
118. Katsangelou, Smaro, Wilmoth, Parker, Pados, Dimitris A. and Vermisso, Emmanouil (2024) Latent Petroglyphs: Pattern Extraction From Prehistoric Rock Art Through Generative Workflows for a Design Project in Greece

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 1, pp. 149–158 https://doi.org/10.52842/conf.caadria.2024.1.149
119. 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
120. Khean, Nariddh, During, Serjoscha, Chronis, Angelos, Konig, Reinhard and Haeusler, Matthias Hank (2022) An Assessment of Tool Interoperability and its Effect on Technological Uptake for Urban Microclimate Prediction with Deep Learning Models

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. 273-282 https://doi.org/10.52842/conf.caadria.2022.1.273

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