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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. Khean, Nariddh, Fabbri, Alessandra and Haeusler, M. Hank (2018) Learning Machine Learning as an Architect, How to? - Presenting and evaluating a Grasshopper based platform to teach architecture students machine learning

Kepczynska-Walczak, A, Bialkowski, S (eds.), Computing for a better tomorrow - Proceedings of the 36th eCAADe Conference - Volume 1, Lodz University of Technology, Lodz, Poland, 19-21 September 2018, pp. 95-102 https://doi.org/10.52842/conf.ecaade.2018.1.095
2. As, Imdat; Siddharth Pal and Prithwish Basu (2018) Artificial intelligence in architecture: Generating conceptual design via deep learning

International Journal of Architectural Computing vol. 16 - no. 4, 306-327 https://papers.cumincad.org/cgi-bin/works/Show?ijac201816406
3. Chang, Mei-Chih, Buš, Peter, Tartar, Ayça, Chirkin, Artem and Schmitt, Gerhard (2018) Big-Data Informed Citizen Participatory Urban Identity Design

Kepczynska-Walczak, A, Bialkowski, S (eds.), Computing for a better tomorrow - Proceedings of the 36th eCAADe Conference - Volume 2, Lodz University of Technology, Lodz, Poland, 19-21 September 2018, pp. 669-678 https://doi.org/10.52842/conf.ecaade.2018.2.669
4. Chung, Chia-Chun and Jeng, Tay-Sheng (2018) Information Extraction Methodology by Web Scraping for Smart Cities - Using Machine Learning to Train Air Quality Monitor for Smart Cities

T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 2, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 515-524 https://doi.org/10.52842/conf.caadria.2018.2.515
5. Cutellic, Pierre (2018) UCHRON - An Event-Based Generative Design Software Implementing Fast Discriminative Cognitive Responses from Visual ERP BCI

Kepczynska-Walczak, A, Bialkowski, S (eds.), Computing for a better tomorrow - Proceedings of the 36th eCAADe Conference - Volume 2, Lodz University of Technology, Lodz, Poland, 19-21 September 2018, pp. 131-138 https://doi.org/10.52842/conf.ecaade.2018.2.131
6. Fisher-Gewirtzman, Dafna and Polak, Nir (2018) Integrating Crowdsourcing & Gamification in an Automatic Architectural Synthesis Process

Kepczynska-Walczak, A, Bialkowski, S (eds.), Computing for a better tomorrow - Proceedings of the 36th eCAADe Conference - Volume 1, Lodz University of Technology, Lodz, Poland, 19-21 September 2018, pp. 439-444 https://doi.org/10.52842/conf.ecaade.2018.1.439
7. Huang, Weixin; Zheng, Hao (2018) Architectural Drawings Recognition and Generation through Machine Learning

ACADIA // 2018: Recalibration. On imprecisionand infidelity. [Proceedings of the 38th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-17729-7] Mexico City, Mexico 18-20 October, 2018, pp. 156-165 https://doi.org/10.52842/conf.acadia.2018.156
8. Khean, Nariddh, Kim, Lucas, Martinez, Jorge, Doherty, Ben, Fabbri, Alessandra, Gardner, Nicole and Haeusler, M. Hank (2018) The Introspection of Deep Neural Networks - Towards Illuminating the Black Box - Training Architects Machine Learning via Grasshopper Definitions

T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 2, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 237-246 https://doi.org/10.52842/conf.caadria.2018.2.237
9. Koehler, Daniel, Abo Saleh, Sheghaf, Li, Hua, Ye, Chuwei, Zhou, Yaonaijia and Navasaityte, Rasa (2018) Mereologies - Combinatorial Design and the Description of Urban Form.

Kepczynska-Walczak, A, Bialkowski, S (eds.), Computing for a better tomorrow - Proceedings of the 36th eCAADe Conference - Volume 2, Lodz University of Technology, Lodz, Poland, 19-21 September 2018, pp. 85-94 https://doi.org/10.52842/conf.ecaade.2018.2.085
10. Kvochick, Tyler (2018) Sneaky Spatial Segmentation. Reading Architectural Drawings with Deep Neural Networks and Without Labeling Data

ACADIA // 2018: Recalibration. On imprecisionand infidelity. [Proceedings of the 38th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-17729-7] Mexico City, Mexico 18-20 October, 2018, pp. 166-175 https://doi.org/10.52842/conf.acadia.2018.166
11. Lee, Ju Hyun, Gu, Ning, Taylor, Mark and Ostwald, Michael (2018) Rethinking and Designing the Key Behaviours of Architectural Responsiveness in the Digital Age

T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 1, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 359-368 https://doi.org/10.52842/conf.caadria.2018.1.359
12. Nandavar, Anirudh, Petzold, Frank, Nassif, Jimmy and Schubert, Gerhard (2018) Interactive Virtual Reality Tool for BIM Based on IFC - Development of OpenBIM and Game Engine Based Layout Planning Tool - A Novel Concept to Integrate BIM and VR with Bi-Directional Data Exchange

T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 1, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 453-462 https://doi.org/10.52842/conf.caadria.2018.1.453
13. Rossi, Gabriella; Nicholas, Paul (2018) Re/Learning the Wheel. Methods to Utilize Neural Networks as Design Tools for Doubly Curved Metal Surfaces

ACADIA // 2018: Recalibration. On imprecisionand infidelity. [Proceedings of the 38th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-17729-7] Mexico City, Mexico 18-20 October, 2018, pp. 146-155 https://doi.org/10.52842/conf.acadia.2018.146
14. Steinfeld, Kyle; Katherine Park, Adam Menges and Samantha Walker (2019) Fresh Eyes A framework for the application of machine learning to generative architectural design, and a report of activities at Smartgeometry 2018

Ji-Hyun Lee (Eds.) "Hello, Culture!"  [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, p. 22 https://papers.cumincad.org/cgi-bin/works/Show?cf2019_003
15. Tamke, Martin; Paul Nicholas and Mateusz Zwierzycki (2018) Machine learning for architectural design: Practices and infrastructure

International Journal of Architectural Computing vol. 16 - no. 2, 123-143 https://papers.cumincad.org/cgi-bin/works/Show?ijac201816202
16. Yin, Hao; Guo, Zhe; Zhao, Yao; Yuan, Philip F. (2018) Behavior Visualization System Based on UWB Positioning Technology

ACADIA // 2018: Recalibration. On imprecisionand infidelity. [Proceedings of the 38th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-17729-7] Mexico City, Mexico 18-20 October, 2018, pp. 186-195 https://doi.org/10.52842/conf.acadia.2018.186
17. Zahedi, Ata and Petzold, Frank (2018) Utilization of Simulation Tools in Early Design Phases Through Adaptive Detailing Strategies

T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 2, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 11-20 https://doi.org/10.52842/conf.caadria.2018.2.011
18. Zhang, Yan; Grignard; Aubuchon, Alexander; Lyons, Keven; Larson, Kent (2018) Machine Learning for Real-time Urban Metrics and Design Recommendations

ACADIA // 2018: Recalibration. On imprecisionand infidelity. [Proceedings of the 38th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-17729-7] Mexico City, Mexico 18-20 October, 2018, pp. 196-205 https://doi.org/10.52842/conf.acadia.2018.196
19. Agirbas, Asli (2018) Creating Non-standard Spaces via 3D Modeling and Simulation: A Case Study

SIGraDi 2018 [Proceedings of the 22nd Conference of the Iberoamerican Society of Digital Graphics - ISSN: 2318-6968] Brazil, São Carlos 7 - 9 November 2018, pp. 1051-1058 https://papers.cumincad.org/cgi-bin/works/Show?sigradi2018_1619
20. Ayoub, Mohammed (2018) Adaptive Façades:An Evaluation of Cellular Automata Controlled Dynamic Shading System Using New Hourly-Based Metrics

T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 2, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 83-92 https://doi.org/10.52842/conf.caadria.2018.2.083

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