Cumincad : CUMINCAD References : Search Results

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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_id	3688
in paper	Mehanna, Ryan (2013) Resilient Structures Through Machine Learning And Evolution
authors	Nolfi, Stefano and Domenico Parisi
year	2003
title	Evolution of Artificial Neural Networks
source	Handbook of Brain Theory and Neural Networks, 2nd Edition, edited by Michael A. Arbib, 418-421. Cambridge, Massachusetts: MIT Press
last changed	2014/01/20 09:03

_id	caadria2022_152t2
in paper	Deshpande, Rutvik, Nisztuk, Maciej, Cheng, Cesar, Subramanian, Ramanathan, Chavan, Tejas, Weijenberg, Camiel and Patel, Sayjel Vijay (2022) Synthetic Machine Learning for Real-time Architectural Daylighting Prediction
authors	Walczak, S. & Cerpa, N.
year	2003
title	Artificial Neural Networks
source	Encyclopedia of Physical Science and Technology (pp. 631–645). https://doi.org/10.1016/B0-12-227410-5/00837-1
last changed	2022/06/16 10:50

_id	sigradi2021_146v
in paper	Yönder, Veli Mustafa, Dogan, Fehmi and Çavka, Hasan Burak (2021) Deciphering and Forecasting Characteristics of Bodrum Houses Using Artificial Intelligence (AI) Approaches
authors	Huang, G. B.
year	2003
title	Learning capability and storage capacity of two-hidden-layer feedforward networks
source	IEEE transactions on neural networks, 14(2), 274-281
last changed	2024/03/08 14:27

_id	23de
in paper	Yesilnacar, E. and G.J. Hunter (2004) Application of Neural Networks for Landslide Susceptibility Mapping in Turkey
authors	Lee, S., J. H. Ryu and M. J. Lee
year	2003
title	Use of an artificial neural network for analysis of the susceptibility to landslides at Boun, Korea
source	Environmental Geology, Vol. 44, p. 820-833
last changed	2004/08/08 07:02

_id	ecaade2024_35aa4
in paper	Agkathidis, Asterios; Song, Yang; Symeonidou, Ioanna (2024) AI-Assisted Design: Utilising artificial intelligence as a generative form-finding tool in architectural design studio teaching
authors	Bank, M., Sandor, V., Kraft, R., Antholzer, S., Berger, M., Fabini, T., Kovacs, B., Hell, T., Rutzinger, S. and Schinegger, K.,
year	2022
title	Hybrid immediacy: designing with artificial neural networks through physical concept modelling
source	Design Modelling Symposium Berlin (pp. 13-23). Cham: Springer International Publishing
last changed	2024/08/28 15:21

_id	caadria2019_126rr
in paper	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
authors	Basheer, I and Hajmeer, M
year	2000
title	Artificial neural networks: fundamentals, computing, design, and application
source	Journal of Microbiological Methods, 43(1), pp. 3-31
last changed	2019/04/16 12:26

_id	caadria2020_172ii
in paper	Xia, Xinyu and Tong, Ziyu (2020) A Machine Learning-Based Method for Predicting Urban Land Use
authors	Basheer, I. A. and Hajmeer, M.
year	2000
title	Artificial neural networks: fundamentals, computing, design, and application
source	Journal of microbiological methods, 43(1), pp. 3-31
last changed	2020/08/14 22:38

_id	4dfb
in paper	Yesilnacar, E. and G.J. Hunter (2004) Application of Neural Networks for Landslide Susceptibility Mapping in Turkey
authors	Basheer, I. A. and M. Hajmeer
year	2000
title	Artificial neural networks: fundamentals, computing, design, and application
source	Journal of Microbiological Methods, Vol. 43, p. 3-31
last changed	2004/08/08 07:02

_id	c177
in paper	Akamine, A. and A. Nélson Rodrigues da Silva (2004) An Evaluation of Neural Spatial Interaction Models Based on a Practical Application
authors	Black, W.
year	1995
title	Spatial interection modeling using artificial neural networks
source	Journal of Transport Geography, 3(3), p. 159-166
last changed	2004/08/08 07:02

_id	6d2d
in paper	Akamine, A. and A. Nélson Rodrigues da Silva (2004) An Evaluation of Neural Spatial Interaction Models Based on a Practical Application
authors	Bocanegra, C.W.R.
year	2002
title	Alternative procedures to make more effective the application of artificial neural networks in transportation planning
source	M.S. Thesis, University of São Paulo, School of Engineering of São Carlos, São Carlos, SP, Brazil
last changed	2004/08/08 07:02

_id	cf2017_321i
in paper	Rossini, Francesco Livio; Novembri, Gabriele; Fioravanti, Antonio (2017) AS&BIM – A Unified Model of Agent Swarm and BIM to Manage the Complexity of the Building Process
authors	Boussabaine, A. H.
year	1996
title	The use of artificial neural networks in construction management: a review
source	Constr. Manage. Econ. 14 (5), 427–436
last changed	2018/01/16 13:54

_id	6f05
in paper	Diappi, L., P. Bolchim, and M. Buscema (2004) Improved Understanding of Urban Sprawl Using Neural Networks
authors	Buscema M. (ed.)
year	1998
title	Artificial Neural Networks and Complex Social Systems. I Theory, II Models, III Applications
source	Special Issue of Substance Use and Misuse, 33
last changed	2004/08/08 07:02

_id	ecaaderis2023_11oo
in paper	Sepúlveda, Abel, Eslamirad, Nasim, Seyed Salehi, Seyed Shahabaldin, Thalfeldt, Martin and De Luca, Francesco (2023) Machine Learning-based Optimization Design Workflow based on Obstruction Angles for Building Facades
authors	Chegari, B., Tabaa, M., Simeu, E., Moutaouakkil, F., Medromi, H.,
year	2021
title	Multi-objective optimization of building energy performance and indoor thermal comfort by combining artificial neural networks and metaheuristic algorithms
source	Energyand Buildings, 239, 110839 https://doi.org/10.1016/j.enbuild.2021.110839
last changed	2024/02/05 14:37

_id	4b96
in paper	Osaragi, Toshihiro (2002) Classification Methods for Spatial Data Representation
authors	Civco, D L.
year	1993
title	Artificial Neural networks for Land-cover Classification and Mapping
source	International Journal of Geographical Information Systems 7, pp.173-186
last changed	2003/12/12 15:59

_id	80bd
in paper	Diappi, L., P. Bolchim, and M. Buscema (2004) Improved Understanding of Urban Sprawl Using Neural Networks
authors	Diappi L., M. Buscema and M. Ottanà
year	1998
title	A neural network investigation on the crucial Assets of urban Sustainability
source	Substance Use and Misuse Special Issue on Artificial Neural Networks and Social Systems, 33, p. 793-817
last changed	2004/08/08 07:02

_id	caadria2018_290n
in paper	Wang, Zhenyu, Shi, Jia, Yu, Chuanfei and Gao, Guoyuan (2018) Automatic Design of Main Pedestrian Entrance of Building Site Based on Machine Learning - A Case Study of Museums in China's Urban Environment
authors	Ekici, B B and Aksoy, U T
year	2009
title	Prediction of building energy consumption by using artificial neural networks
source	Advances in Engineering Software, 40(5), pp. 356-362
last changed	2018/05/29 13:38

_id	ijac202321102h3
in paper	Özerol, Gizem; Semra Arslan Selçuk (2023) Machine learning in the discipline of architecture: A review on the research trends between 2014 and 2020
authors	Fyfe C. Fyfe, C
year	2005
title	Artificial neural networks
source	In Do smart adaptive systems exist? Berlin, Heidelberg.: Springer, 2005, pp. 57–79.
last changed	2024/04/17 15:25

_id	sigradi2021_146y
in paper	Yönder, Veli Mustafa, Dogan, Fehmi and Çavka, Hasan Burak (2021) Deciphering and Forecasting Characteristics of Bodrum Houses Using Artificial Intelligence (AI) Approaches
authors	Fyfe, C.
year	2000
title	Artificial neural networks and information theory
source	University of Paisley
last changed	2024/03/08 14:27

_id	cf2019_010bb
in paper	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
authors	G. Lopez and C. A. Gueymard
year	2007
title	Clear-sky solar luminous efficacy determination using artificial neural networks
source	Sol. Energy, vol. 81, no. 7, pp. 929–939
last changed	2019/07/29 14:40

_id	1e5b
in paper	Menicovich, David ; Gallardo, Daniele ; Bevilaqua, Riccardo ; Vollen, Jason (2012) Generation and Integration of an Aerodynamic Performance Data Base Within the Concept Design Phase of Tall Buildings
authors	Gavalda, X., J. Ferrer-Gener, G. A. Kopp, and F. Giralt
year	2011
title	Interpolation of Pressure Coefficients for Low- Rise Buildings of Different Plan Dimensions and Roof Slopes Using Artificial Neural Networks
source	Journal of Wind Engineering and Industrial Aerodynamics 99 (5): 658–64
last changed	2013/01/09 11:33

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