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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. Ng, Jennifer Mei Yee, Khean, Nariddh, Madden, David, Fabbri, Alessandra, Gardner, Nicole, Haeusler, M. Hank and Zavoleas, Yannis (2019) Optimising Image Classification - Implementation of Convolutional Neural Network Algorithms to Distinguish Between Plans and Sections within the Architectural, Engineering and Construction (AEC) Industry

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. 795-804 https://doi.org/10.52842/conf.caadria.2019.2.795
22. Chen, Dechen, Luo, Dan, Xu, Weiguo, Luo, Chen, Shen, Liren, Yan, Xia and Wang, Tianjun (2019) Re-perceive 3D printing with Artificial Intelligence

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. 443-450 https://doi.org/10.52842/conf.ecaade.2019.1.443
23. Eisenstadt, Viktor, Langenhan, Christoph and Althoff, Klaus-Dieter (2019) Generation of Floor Plan Variations with Convolutional Neural Networks and Case-based Reasoning - An approach for transformative adaptation of room configurations within a framework for support of early conceptual design phases

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 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 79-84 https://doi.org/10.52842/conf.ecaade.2019.2.079
24. Eisenstadt, Viktor; Klaus-Dieter Althoff and Christoph Langenhan (2019) Supporting Architectural Design Process with FLEA A Distributed AI Methodology for Retrieval, Suggestion, Adaptation, and Explanation of Room Configurations

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, p. 24 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_005
25. Jiaxin, Zhang, Yunqin, Li, Haiqing, Li and Xueqiang, Wang (2019) Sensitivity Analysis of Thermal Performance of Granary Building based on Machine Learning

M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 1, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 665-674 https://doi.org/10.52842/conf.caadria.2019.1.665
26. Lorenz, Clara-Larissa; Bleil De Souza, Spaeth and Packianather (2019) Machine Learning in Design Exploration: An Investigation of the Sensitivities of ANN-based Daylight Predictions

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, pp. 75-87 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_010
27. Mrosla, Laura, Koch, Volker and von Both, Petra (2019) Quo vadis AI in Architecture? - Survey of the current possibilities of AI in the architectural practice

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 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 45-54 https://doi.org/10.52842/conf.ecaade.2019.2.045
28. Rossi, Gabriella and Nicholas, Paul (2019) Haptic Learning - Towards Neural-Network-based adaptive Cobot Path-Planning for unstructured spaces

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 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 201-210 https://doi.org/10.52842/conf.ecaade.2019.2.201
29. Stanislas Chaillou (2020) ArchiGAN: Artificial Intelligence x Architecture

Architectural Intelligence Selected Papers from the 1st International Conference on Computational Design and Robotic Fabrication (CDRF 2022) https://doi.org/https://doi.org/10.1007/978-981-15-6568-7_8
30. Yetkin, Ozan and Gönenç Sorguç, Arzu (2019) Design Space Exploration of Initial Structural Design Alternatives via Artificial Neural Networks

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. 55-60 https://doi.org/10.52842/conf.ecaade.2019.1.055
31. 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
32. Fukuda, Tomohiro, Novak, Marcos and Fujii, Hiroyuki (2019) Development of Segmentation-Rendering on Virtual Reality for Training Deep-learning, Simulating Landscapes and Advanced User Experience

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 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 433-440 https://doi.org/10.52842/conf.ecaade.2019.2.433
33. Hosmer, Tyson; Tigas, Panagiotis (2019) Deep Reinforcement Learning for Autonomous Robotic Tensegrity (ART)

ACADIA 19:UBIQUITY AND AUTONOMY [Proceedings of the 39th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-59179-7] (The University of Texas at Austin School of Architecture, Austin, Texas 21-26 October, 2019) pp. 16-29 https://doi.org/10.52842/conf.acadia.2019.016
34. Kido, Daiki, Fukuda, Tomohiro and Yabuki, Nobuyoshi (2019) Development of a Semantic Segmentation System for Dynamic Occlusion Handling in Mixed Reality for Landscape Simulation

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. 641-648 https://doi.org/10.52842/conf.ecaade.2019.1.641
35. Kim, Jinsung, Song, Jaeyeol and Lee, Jin-Kook (2019) Approach to Auto-recognition of Design Elements for the Intelligent Management of Interior Pictures

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. 785-794 https://doi.org/10.52842/conf.caadria.2019.2.785
36. Kim, Jinsung; Jaeyeol Song and Jin-Kook Lee (2019) Recognizing and Classifying Unknown Object in BIM using 2D CNN

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, p. 23 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_004
37. Koh, Immanuel and Jeffrey Huang (2019) Citizen Visual Search Engine:Detection and Curation of Urban Objects

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, p. 170 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_022
38. Leach, Neil (2019) Do Robots Dream of Digital Sleep?

ACADIA 19:UBIQUITY AND AUTONOMY [Proceedings of the 39th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-59179-7] (The University of Texas at Austin School of Architecture, Austin, Texas 21-26 October, 2019) pp. 298-309 https://doi.org/10.52842/conf.acadia.2019.298
39. 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
40. Silva, Daniela, Paio, Alexandra and Sousa, José Pedro (2019) Reprogramming Practice - Revising design thinking through digital fabrication

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. 379-386 https://doi.org/10.52842/conf.ecaade.2019.1.379

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