Incorporating sparse model machine learning in designing cultural heritage landscapes
Managing, protecting, and the evolutionary development of historical landscapes require robust frameworks and processes for forming datasets and advanced decision support tools. Despite the great potential, using pattern language, machine learning, and regenerative and generative design tools has ye...
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| Veröffentlicht in: | Automation in construction Jg. 155; S. 105058 |
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| Hauptverfasser: | , , , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Elsevier B.V
01.11.2023
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| ISSN: | 0926-5805, 1872-7891 |
| Online-Zugang: | Volltext |
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| Abstract | Managing, protecting, and the evolutionary development of historical landscapes require robust frameworks and processes for forming datasets and advanced decision support tools. Despite the great potential, using pattern language, machine learning, and regenerative and generative design tools has yet to be adopted in historic landscape research due to the need for suitable training datasets. To address this theoretical and technical gap, this paper describes a three-step workflow, namely photogrammetry, feature extraction and discriminative feature analytics, to help facilitate the use of advanced ML tools for cultural heritage decision support. Sparse-Learning-Modelling (SLM) was used to help with feature extraction from small datasets. The developed tool was successfully tested on the 3D point cloud models of 13 heritage sites, and these could be replicated in other heritage sites with distinctive Cultural DNA worldwide. The findings of this research can extend the discourse of adopting advanced AI/digital tools in heritage landscape design.
•A theoretical framework is provided for scarce data-driven regenerative decision support tools.•Solutions support designers in meaningful place-making of the next generation landscapes based on historic landscape’ DNA.•Regenerative-adaptive pattern languages are supported for heritage landscapes and meaningful place-making in future.•A sparse learning model is used to address few-shot problems.•The tool distinguishes characteristics of different point clouds, including sceneries, climate, slope, and orientation. |
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| AbstractList | Managing, protecting, and the evolutionary development of historical landscapes require robust frameworks and processes for forming datasets and advanced decision support tools. Despite the great potential, using pattern language, machine learning, and regenerative and generative design tools has yet to be adopted in historic landscape research due to the need for suitable training datasets. To address this theoretical and technical gap, this paper describes a three-step workflow, namely photogrammetry, feature extraction and discriminative feature analytics, to help facilitate the use of advanced ML tools for cultural heritage decision support. Sparse-Learning-Modelling (SLM) was used to help with feature extraction from small datasets. The developed tool was successfully tested on the 3D point cloud models of 13 heritage sites, and these could be replicated in other heritage sites with distinctive Cultural DNA worldwide. The findings of this research can extend the discourse of adopting advanced AI/digital tools in heritage landscape design.
•A theoretical framework is provided for scarce data-driven regenerative decision support tools.•Solutions support designers in meaningful place-making of the next generation landscapes based on historic landscape’ DNA.•Regenerative-adaptive pattern languages are supported for heritage landscapes and meaningful place-making in future.•A sparse learning model is used to address few-shot problems.•The tool distinguishes characteristics of different point clouds, including sceneries, climate, slope, and orientation. |
| ArticleNumber | 105058 |
| Author | Goodarzi, Parichehr Mahdavinejad, Mohammadjavad Pour Rahimian, Farzad Ansari, Mojtaba Park, Chansik |
| Author_xml | – sequence: 1 givenname: Parichehr surname: Goodarzi fullname: Goodarzi, Parichehr organization: Department of Architecture, Faculty of Art & Architecture, Tarbiat Modares University, Tehran, Iran – sequence: 2 givenname: Mojtaba surname: Ansari fullname: Ansari, Mojtaba email: ansari_m@modares.ac.ir organization: Department of Architecture, Faculty of Art & Architecture, Tarbiat Modares University, Tehran, Iran – sequence: 3 givenname: Farzad surname: Pour Rahimian fullname: Pour Rahimian, Farzad organization: School of Computing, Engineering & Digital Technologies, Teesside University, Middlesbrough, UK – sequence: 4 givenname: Mohammadjavad surname: Mahdavinejad fullname: Mahdavinejad, Mohammadjavad organization: Department of Architecture, Faculty of Art & Architecture, Tarbiat Modares University, Tehran, Iran – sequence: 5 givenname: Chansik surname: Park fullname: Park, Chansik organization: Department of Architectural Engineering, Chung-Ang University, Seoul, South Korea |
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| Cites_doi | 10.1016/j.eswa.2022.118062 10.3390/app8101768 10.1016/j.culher.2023.04.005 10.1016/j.patrec.2019.09.027 10.1016/j.autcon.2023.104937 10.1016/j.autcon.2020.103185 10.1016/j.autcon.2020.103387 10.1016/j.culher.2011.06.004 10.1016/j.neucom.2023.03.046 10.1016/j.autcon.2023.104793 10.1016/j.patrec.2020.02.017 10.1016/j.ins.2023.01.048 10.1016/j.knosys.2020.106622 10.3390/rs12061005 10.3390/rs12162598 10.1016/j.autcon.2018.08.018 10.3390/rs11171994 10.3390/rs13234843 10.1016/j.autcon.2021.103764 10.3390/rs71215869 10.1108/ECAM-04-2020-0256 10.1016/j.knosys.2023.110577 10.1016/j.neucom.2018.02.103 10.1016/j.asoc.2019.01.052 10.1111/mice.12578 10.1016/j.culher.2018.03.004 10.1016/j.engstruct.2023.115917 10.1016/j.eswa.2022.119389 10.3390/rs11131602 10.1016/j.scs.2022.103784 10.1016/j.autcon.2019.102892 10.1016/j.knosys.2023.110265 10.1145/3136625 10.1016/j.neucom.2017.11.077 10.1016/j.eswa.2022.116928 10.1002/sam.11187 10.3390/su14074108 10.1016/j.isprsjprs.2021.12.012 10.1016/j.autcon.2023.104810 10.1186/s40537-016-0043-6 10.1108/SASBE-08-2020-0124 10.1108/SASBE-09-2020-0139 10.5194/isprs-archives-XLII-2-W15-291-2019 10.1080/10580530801941124 10.3390/su11195298 10.1109/TCYB.2020.2982445 10.1016/j.patrec.2019.11.030 10.1016/j.culher.2019.06.005 10.1016/j.autcon.2020.103477 10.1186/s40537-022-00652-w 10.1038/s41598-021-87557-5 10.3390/rs12071149 10.1016/j.measurement.2022.111930 10.1080/09613218.2013.747130 10.1016/j.culher.2023.02.004 10.3390/s23010327 10.1016/j.sbspro.2015.01.007 10.3390/su10051345 10.1016/j.destud.2019.10.005 10.1080/09613218.2012.621341 10.1016/j.autcon.2021.103610 10.1080/01431161.2019.1683644 10.1016/j.culher.2020.09.005 10.1016/j.culher.2018.10.001 10.3390/f12081013 10.3390/f7060127 10.1016/j.patcog.2021.107951 10.1016/j.scs.2022.104059 10.1109/TCYB.2014.2316282 10.1016/j.eswa.2021.115072 10.1111/mice.12808 10.1016/j.eswa.2023.120455 10.1016/j.autcon.2023.104838 10.1016/j.autcon.2019.103012 10.1016/j.autcon.2020.103449 10.1186/s40537-017-0089-0 10.1016/j.patrec.2020.06.018 10.1016/j.autcon.2022.104303 10.1016/j.eswa.2020.113544 10.1080/09613218.2021.1922266 10.1016/j.eswa.2020.113500 10.1016/j.engappai.2023.106243 10.1109/TKDE.2009.191 |
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| Keywords | Regenerative-adaptive design Sparse learning model Decision support tools Generative Adversarial Networks Few-shot problem Co-evolution Historical landscape UAV-photogrammetry Adaptive pattern language |
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| References | Gujski, di Filippo, Limongiello (bb0445) 2022 Tal, Altschuld (bb0420) 2021 Li, Shan (bb0490) 2022; 185 Peng, Li, Shang, Jiao (bb0315) 2023; 537 Ma, Xu, Ju (bb0550) 2023 Fontanella, Colace, Molinara, Scotto Di Freca, Stanco (bb0125) 2020; 138 Mansuri, Patel (bb0220) 2022; 11 Fotsing, Menadjou, Bobda (bb0485) 2021; 125 Hosna, Merry, Gyalmo, Alom, Aung, Azim (bb0235) 2022; 9 Goodarzi, Ansari, Mahdavinejad, Russo, Haghighatbin, Pour Rahimian (bb0045) 2023; 30 Gero (bb0040) 2018 Min, Lee (bb0050) 2017 Afshar, Usefi (bb0335) 2022; 200 Pérez-Martín, López-Cuervo Medina, Herrero-Tejedor, Pérez-Souza, Aguirre de Mata, Ezquerra-Canalejo (bb0415) 2021; 12 Belhi, Bouras, Foufou (bb0120) 2018; 8 Martínez-Otzeta, Rodríguez-Moreno, Mendialdua, Sierra (bb0460) 2023; 23 Camrass (bb0065) 2022; 50 Mang, Reed (bb0020) 2012; 40 Pour Rahimian, Seyedzadeh, Oliver, Rodriguez, Dawood (bb0395) 2020; 110 Chen, Zhang, Zhao (bb0430) 2023; 271 Wang, Gan (bb0230) 2023; 149 Cole, Oliver, Robinson (bb0520) 2013; 41 Pierdicca, Paolanti, Matrone, Martini, Morbidoni, Malinverni, Frontoni, Lingua (bb0130) 2020; 12 Garozzo, Santagati, Spampinato, Vecchio (bb0365) 2021; 35 Li, Wang, Ruiz (bb0510) 2022; 52 D’Altri, de Miranda, Castellazzi, Glisic (bb0110) 2023; 61 Del Chiaro, Bagdanov, Del Bimbo (bb0260) 2019; 128 Chen, Xue (bb0390) 2022; 11 Gong, Zhang, Ni, Li, Xu, Wang, Dong (bb0355) 2020; 158 Schönfelder, Aziz, Faltin, König (bb0375) 2023; 152 Pan, Yang (bb0180) 2010; 22 Himeur, Elnour, Fadli, Meskin, Petri, Rezgui, Bensaali, Amira (bb0240) 2022; 85 Valero, Bosché, Forster (bb0195) 2018; 96 Núñez Andrés, Buill Pozuelo, Regot Marimón, de Mesa Gisbert (bb0540) 2012; 13 Weinmann (bb0140) 2016 Hoła, Czarnecki (bb0215) 2023; 149 Malekipirbazari, Aksakalli, Shafqat, Eberhard (bb0500) 2021; 179 Roös (bb0035) 2021 Markiewicz, Podlasiak, Zawieska (bb0450) 2015; 7 Xu, Wang, Li, Ouyang, Shao (bb0305) 2021; 116 Dal Poz, Yano Ywata (bb0455) 2020; 41 Cazzani, Zerbi, Brumana (bb0325) 2019; XLII-2/W15 Mora, Sánchez-Aparicio, Maté-González, García-Álvarez, Sánchez-Aparicio, González-Aguilera (bb0400) 2021; 121 Tang, Chakeri, Krim (bb0360) 2022; 207 Feng, Feng, Chen, Cao, Zhang, Jiao, Yu (bb0385) 2020; 12 Shaju, Babu, Thomas (bb0505) 2023; 123 Shi, Li, Zhao (bb0555) 2023; 626 Tang, Alelyani, Liu (bb0535) 2014 Auclair, Fairclough (bb0525) 2015 Ghaoui, Pham, Li, Duong, Srivastava, Bhaduri (bb0185) 2013; 6 Guo, Wang, Li, Liu (bb0280) 2020; 35 Ghasemi, Kelarestaghi, Eshghi, Sharifi (bb0345) 2020; 158 Li, Cheng, Wang, Morstatter, Trevino, Tang, Liu (bb0545) 2017; 50 Yang, del Rey Castillo, Zou, Wotherspoon (bb0200) 2023; 150 Shojaedini, Majd, Safabakhsh (bb0465) 2019; 77 Liang, Li, Lai, Zhu, Jiang, Zhang (bb0320) 2018; 33 He, Zhao, Chu (bb0330) 2021; 212 Loftness (bb0075) 2020 Power (bb0090) 2008; 25 Teruggi, Grilli, Russo, Fassi, Remondino (bb0135) 2020; 12 Li, Wang, Ma, Guo (bb0310) 2022; 37 Muradov, Kot, Markiewicz, Łapiński, Tobiasz, Onisk, Shaw, Hashim, Zawieska, Mohi-Ud-Din (bb0440) 2022; 203 Mishra (bb0105) 2021; 47 Voulodimos, Protopapadakis, Doulamis, Doulamis (bb0495) 2020 Min, Lee (bb0080) 2019; 11 Gallwey, Eyre, Tonkins, Coggan (bb0245) 2019; 11 Cilia, De Stefano, Fontanella, Molinara, Scotto di Freca (bb0250) 2020; 129 Turk, Mauko Pranjić, Hursthouse, Turner, Hughes (bb0095) 2019; 37 Wang, Yao, Kwok, Ni (bb0150) 2019 Weiss, Khoshgoftaar, Wang (bb0145) 2016; 3 Qian, Ye (bb0475) 2014; 44 Kulkarni, Meena, Gurlahosur, Mudengudi (bb0115) 2019 Zhang, Pan, Zhang (bb0380) 2021; 128 Gollob, Ritter, Wassermann, Nothdurft (bb0410) 2019; 11 Abrishami, Goulding, Rahimian (bb0030) 2021; 28 Jia, Liao, Xiao, Zhang, Meng, Qin (bb0100) 2022; 14 Li, Sun, Gong, Zhu, Li, Zhang (bb0470) 2019; 328 Cai, Luo, Wang, Yang (bb0530) 2018; 300 Wang, Song, Zhang, Chen (bb0370) 2022; 2022 Alexander, Neis, Anninou, King (bb0025) 1987 Hamid-Lakzaeian (bb0480) 2019; 108 Tan, Sun, Kong, Zhang, Yang, Liu (bb0225) 2018 Haraguchi, Igarashi, Imai, Oaki (bb0515) 2022; 1 Zheng, Han, Wang, Ouyang (bb0055) 2018; 10 Garilli, Bruno, Autelitano, Roncella, Giuliani (bb0210) 2021; 122 Alexander (bb0010) 2004 Cilia, De Stefano, Fontanella, Marthot-Santaniello, Scotto di Freca (bb0255) 2021 Fiorucci, Khoroshiltseva, Pontil, Traviglia, Del Bue, James (bb0170) 2020; 133 Rashid (bb0560) 2015; 170 Wu, Ainsworth, Wang, Guan, He (bb0175) 2022 Yang, Wei, Yang, Xiao, Wang, Lei, Peng (bb0350) 2023; 216 Blanco, Raskin, Clergeau (bb0060) 2022; 80 Alexander (bb0015) 1979 Van der Ryn (bb0005) 2005 Day, Khoshgoftaar (bb0295) 2017; 4 Kaufmann, Lane, Liu, Vecchio (bb0155) 2021; 11 Cintas, Lucena, Fuertes, Delrieux, Navarro, González-José, Molinos (bb0205) 2020; 41 Mang, Reed (bb0070) 2018 Sheikhpour (bb0340) 2023; 262 He, Girshick, Dollár (bb0265) 2018 Chen, Wang, Siu (bb0270) 2020; 114 Geng, Ji, Xie, Lin, Zhuang (bb0435) 2022; 139 Oreshkin, López, Lacoste (bb0300) 2018 Bauwens, Bartholomeus, Calders, Lejeune (bb0405) 2016; 7 Yazdi, Vukorep, Banach, Moazen, Nadolny, Starke, Bazazzadeh (bb0285) 2021; 13 Zheng, Zhang, Pan (bb0275) 2020; 120 M’Closkey, VanDerSys (bb0425) 2017 Dorst (bb0085) 2019; 65 Sabatelli, Kestemont, Daelemans, Geurts (bb0165) 2019 Xu, Fan, Bao, Li (bb0290) 2023; 284 Snell, Swersky, Zemel (bb0160) 2017 Galanakis, Maravelakis, Pocobelli, Vidakis, Petousis, Konstantaras, Tsakoumaki (bb0190) 2023; 61 Cai (10.1016/j.autcon.2023.105058_bb0530) 2018; 300 Cilia (10.1016/j.autcon.2023.105058_bb0255) 2021 Goodarzi (10.1016/j.autcon.2023.105058_bb0045) 2023; 30 Weinmann (10.1016/j.autcon.2023.105058_bb0140) 2016 Alexander (10.1016/j.autcon.2023.105058_bb0025) 1987 Gero (10.1016/j.autcon.2023.105058_bb0040) 2018 Dal Poz (10.1016/j.autcon.2023.105058_bb0455) 2020; 41 Cazzani (10.1016/j.autcon.2023.105058_bb0325) 2019; XLII-2/W15 Mishra (10.1016/j.autcon.2023.105058_bb0105) 2021; 47 Garilli (10.1016/j.autcon.2023.105058_bb0210) 2021; 122 Pour Rahimian (10.1016/j.autcon.2023.105058_bb0395) 2020; 110 Yazdi (10.1016/j.autcon.2023.105058_bb0285) 2021; 13 Himeur (10.1016/j.autcon.2023.105058_bb0240) 2022; 85 Tang (10.1016/j.autcon.2023.105058_bb0360) 2022; 207 Liang (10.1016/j.autcon.2023.105058_bb0320) 2018; 33 Feng (10.1016/j.autcon.2023.105058_bb0385) 2020; 12 Garozzo (10.1016/j.autcon.2023.105058_bb0365) 2021; 35 Ghaoui (10.1016/j.autcon.2023.105058_bb0185) 2013; 6 Camrass (10.1016/j.autcon.2023.105058_bb0065) 2022; 50 Xu (10.1016/j.autcon.2023.105058_bb0305) 2021; 116 Zheng (10.1016/j.autcon.2023.105058_bb0055) 2018; 10 Teruggi (10.1016/j.autcon.2023.105058_bb0135) 2020; 12 Tang (10.1016/j.autcon.2023.105058_bb0535) 2014 Fontanella (10.1016/j.autcon.2023.105058_bb0125) 2020; 138 Kulkarni (10.1016/j.autcon.2023.105058_bb0115) 2019 Tal (10.1016/j.autcon.2023.105058_bb0420) 2021 Snell (10.1016/j.autcon.2023.105058_bb0160) 2017 Chen (10.1016/j.autcon.2023.105058_bb0430) 2023; 271 He (10.1016/j.autcon.2023.105058_bb0265) 2018 Shi (10.1016/j.autcon.2023.105058_bb0555) 2023; 626 Peng (10.1016/j.autcon.2023.105058_bb0315) 2023; 537 Núñez Andrés (10.1016/j.autcon.2023.105058_bb0540) 2012; 13 Fotsing (10.1016/j.autcon.2023.105058_bb0485) 2021; 125 Belhi (10.1016/j.autcon.2023.105058_bb0120) 2018; 8 Min (10.1016/j.autcon.2023.105058_bb0050) 2017 Muradov (10.1016/j.autcon.2023.105058_bb0440) 2022; 203 Pérez-Martín (10.1016/j.autcon.2023.105058_bb0415) 2021; 12 Yang (10.1016/j.autcon.2023.105058_bb0350) 2023; 216 Kaufmann (10.1016/j.autcon.2023.105058_bb0155) 2021; 11 Markiewicz (10.1016/j.autcon.2023.105058_bb0450) 2015; 7 Martínez-Otzeta (10.1016/j.autcon.2023.105058_bb0460) 2023; 23 Li (10.1016/j.autcon.2023.105058_bb0545) 2017; 50 Zhang (10.1016/j.autcon.2023.105058_bb0380) 2021; 128 Shaju (10.1016/j.autcon.2023.105058_bb0505) 2023; 123 Mansuri (10.1016/j.autcon.2023.105058_bb0220) 2022; 11 Pan (10.1016/j.autcon.2023.105058_bb0180) 2010; 22 Geng (10.1016/j.autcon.2023.105058_bb0435) 2022; 139 Ma (10.1016/j.autcon.2023.105058_bb0550) 2023 Blanco (10.1016/j.autcon.2023.105058_bb0060) 2022; 80 Power (10.1016/j.autcon.2023.105058_bb0090) 2008; 25 Mang (10.1016/j.autcon.2023.105058_bb0070) 2018 Yang (10.1016/j.autcon.2023.105058_bb0200) 2023; 150 Li (10.1016/j.autcon.2023.105058_bb0510) 2022; 52 Dorst (10.1016/j.autcon.2023.105058_bb0085) 2019; 65 Chen (10.1016/j.autcon.2023.105058_bb0270) 2020; 114 Loftness (10.1016/j.autcon.2023.105058_bb0075) 2020 Shojaedini (10.1016/j.autcon.2023.105058_bb0465) 2019; 77 Schönfelder (10.1016/j.autcon.2023.105058_bb0375) 2023; 152 Valero (10.1016/j.autcon.2023.105058_bb0195) 2018; 96 Fiorucci (10.1016/j.autcon.2023.105058_bb0170) 2020; 133 Weiss (10.1016/j.autcon.2023.105058_bb0145) 2016; 3 Hoła (10.1016/j.autcon.2023.105058_bb0215) 2023; 149 Wang (10.1016/j.autcon.2023.105058_bb0150) 2019 Guo (10.1016/j.autcon.2023.105058_bb0280) 2020; 35 He (10.1016/j.autcon.2023.105058_bb0330) 2021; 212 Roös (10.1016/j.autcon.2023.105058_bb0035) 2021 Oreshkin (10.1016/j.autcon.2023.105058_bb0300) 2018 Jia (10.1016/j.autcon.2023.105058_bb0100) 2022; 14 Min (10.1016/j.autcon.2023.105058_bb0080) 2019; 11 Malekipirbazari (10.1016/j.autcon.2023.105058_bb0500) 2021; 179 Gong (10.1016/j.autcon.2023.105058_bb0355) 2020; 158 Wang (10.1016/j.autcon.2023.105058_bb0370) 2022; 2022 Chen (10.1016/j.autcon.2023.105058_bb0390) 2022; 11 Pierdicca (10.1016/j.autcon.2023.105058_bb0130) 2020; 12 Li (10.1016/j.autcon.2023.105058_bb0310) 2022; 37 Bauwens (10.1016/j.autcon.2023.105058_bb0405) 2016; 7 Hamid-Lakzaeian (10.1016/j.autcon.2023.105058_bb0480) 2019; 108 Cole (10.1016/j.autcon.2023.105058_bb0520) 2013; 41 Del Chiaro (10.1016/j.autcon.2023.105058_bb0260) 2019; 128 Sabatelli (10.1016/j.autcon.2023.105058_bb0165) 2019 Haraguchi (10.1016/j.autcon.2023.105058_bb0515) 2022; 1 Afshar (10.1016/j.autcon.2023.105058_bb0335) 2022; 200 Sheikhpour (10.1016/j.autcon.2023.105058_bb0340) 2023; 262 Ghasemi (10.1016/j.autcon.2023.105058_bb0345) 2020; 158 Abrishami (10.1016/j.autcon.2023.105058_bb0030) 2021; 28 Day (10.1016/j.autcon.2023.105058_bb0295) 2017; 4 Auclair (10.1016/j.autcon.2023.105058_bb0525) 2015 Gallwey (10.1016/j.autcon.2023.105058_bb0245) 2019; 11 Gujski (10.1016/j.autcon.2023.105058_bb0445) 2022 Cintas (10.1016/j.autcon.2023.105058_bb0205) 2020; 41 Gollob (10.1016/j.autcon.2023.105058_bb0410) 2019; 11 Li (10.1016/j.autcon.2023.105058_bb0490) 2022; 185 Galanakis (10.1016/j.autcon.2023.105058_bb0190) 2023; 61 Li (10.1016/j.autcon.2023.105058_bb0470) 2019; 328 Voulodimos (10.1016/j.autcon.2023.105058_bb0495) 2020 Mora (10.1016/j.autcon.2023.105058_bb0400) 2021; 121 Rashid (10.1016/j.autcon.2023.105058_bb0560) 2015; 170 Qian (10.1016/j.autcon.2023.105058_bb0475) 2014; 44 M’Closkey (10.1016/j.autcon.2023.105058_bb0425) 2017 Turk (10.1016/j.autcon.2023.105058_bb0095) 2019; 37 Alexander (10.1016/j.autcon.2023.105058_bb0015) 1979 D’Altri (10.1016/j.autcon.2023.105058_bb0110) 2023; 61 Zheng (10.1016/j.autcon.2023.105058_bb0275) 2020; 120 Cilia (10.1016/j.autcon.2023.105058_bb0250) 2020; 129 Wu (10.1016/j.autcon.2023.105058_bb0175) 2022 Xu (10.1016/j.autcon.2023.105058_bb0290) 2023; 284 Hosna (10.1016/j.autcon.2023.105058_bb0235) 2022; 9 Wang (10.1016/j.autcon.2023.105058_bb0230) 2023; 149 Mang (10.1016/j.autcon.2023.105058_bb0020) 2012; 40 Tan (10.1016/j.autcon.2023.105058_bb0225) 2018 Alexander (10.1016/j.autcon.2023.105058_bb0010) 2004 Van der Ryn (10.1016/j.autcon.2023.105058_bb0005) 2005 |
| References_xml | – volume: 61 start-page: 177 year: 2023 end-page: 187 ident: bb0190 article-title: SVD-based point cloud 3D stone by stone segmentation for cultural heritage structural analysis – the case of the Apollo Temple at Delphi publication-title: J. Cult. Herit. – volume: 300 start-page: 70 year: 2018 end-page: 79 ident: bb0530 article-title: Feature selection in machine learning: a new perspective publication-title: Neurocomputing – year: 2016 ident: bb0140 article-title: Reconstruction and Analysis of 3D Scenes – volume: 4 start-page: 29 year: 2017 ident: bb0295 article-title: A survey on heterogeneous transfer learning publication-title: J. Big Data – volume: 13 year: 2021 ident: bb0285 article-title: Central courtyard feature extraction in remote sensing aerial images using deep learning: a case-study of Iran publication-title: Remote Sens. – volume: 30 year: 2023 ident: bb0045 article-title: Morphological analysis of historical landscapes based on cultural DNA approach publication-title: Dig. Appl. Archaeol. Cult. Herit. – volume: 139 year: 2022 ident: bb0435 article-title: A sub-sequence clustering method for identifying daily indoor environmental patterns from massive time-series data publication-title: Autom. Constr. – volume: 328 start-page: 88 year: 2019 end-page: 96 ident: bb0470 article-title: ARSAC: efficient model estimation via adaptively ranked sample consensus publication-title: Neurocomputing – volume: 537 start-page: 110 year: 2023 end-page: 127 ident: bb0315 article-title: RSBNet: one-shot neural architecture search for a backbone network in remote sensing image recognition publication-title: Neurocomputing – volume: 152 year: 2023 ident: bb0375 article-title: Automating the retrospective generation of As-is BIM models using machine learning publication-title: Autom. Constr. – volume: 271 year: 2023 ident: bb0430 article-title: Iterative constraint score based on hypothesis margin for semi-supervised feature selection publication-title: Knowl.-Based Syst. – volume: 128 start-page: 420 year: 2019 end-page: 426 ident: bb0260 article-title: Webly-supervised zero-shot learning for artwork instance recognition publication-title: Pattern Recogn. Lett. – volume: 150 year: 2023 ident: bb0200 article-title: Semantic segmentation of bridge point clouds with a synthetic data augmentation strategy and graph-structured deep metric learning publication-title: Autom. Constr. – volume: 116 year: 2021 ident: bb0305 article-title: Unsupervised meta-learning for few-shot learning publication-title: Pattern Recogn. – volume: 170 start-page: 10 year: 2015 end-page: 17 ident: bb0560 article-title: Understanding the past for a sustainable future: cultural mapping of Malay heritage publication-title: Procedia Soc. Behav. Sci. – year: 2021 ident: bb0420 article-title: Drone Technology in Architecture, Engineering and Construction: A Strategic Guide to Unmanned Aerial Vehicle Operation and Implementation – year: 2005 ident: bb0005 article-title: Design for Life: The Architecture of Sim Van der Ryn – volume: 22 start-page: 1345 year: 2010 end-page: 1359 ident: bb0180 article-title: A survey on transfer learning publication-title: IEEE Trans. Knowl. Data Eng. – volume: 122 year: 2021 ident: bb0210 article-title: Automatic detection of stone pavement’s pattern based on UAV photogrammetry publication-title: Autom. Constr. – volume: 33 start-page: 222 year: 2018 end-page: 230 ident: bb0320 article-title: The integration of terrestrial laser scanning and terrestrial and unmanned aerial vehicle digital photogrammetry for the documentation of Chinese classical gardens – a case study of Huanxiu Shanzhuang, Suzhou, China publication-title: J. Cult. Herit. – volume: 7 year: 2016 ident: bb0405 article-title: Forest inventory with terrestrial LiDAR: a comparison of static and hand-held mobile laser scanning publication-title: Forests – volume: 121 year: 2021 ident: bb0400 article-title: An historical building information modelling approach for the preventive conservation of historical constructions: application to the Historical Library of Salamanca publication-title: Autom. Constr. – volume: 11 start-page: 8172 year: 2021 ident: bb0155 article-title: Efficient few-shot machine learning for classification of EBSD patterns publication-title: Sci. Rep. – year: 2015 ident: bb0525 article-title: Theory and Practice in Heritage and Sustainability: Between Past and Future – start-page: 15 year: 2017 end-page: 25 ident: bb0050 article-title: A short exploratory essay on the term ‘cultural DNA’ from the perspectives of physical and virtual architecture publication-title: Morphological Analysis of Cultural DNA: Tools for Decoding Culture-Embedded Forms – volume: 262 year: 2023 ident: bb0340 article-title: A local spline regression-based framework for semi-supervised sparse feature selection publication-title: Knowl.-Based Syst. – volume: 41 start-page: 2047 year: 2020 end-page: 2061 ident: bb0455 article-title: Adaptive random sample consensus approach for segmentation of building roof in airborne laser scanning point cloud publication-title: Int. J. Remote Sens. – volume: 200 year: 2022 ident: bb0335 article-title: Optimizing feature selection methods by removing irrelevant features using sparse least squares publication-title: Expert Syst. Appl. – volume: 35 start-page: 1403 year: 2020 end-page: 1418 ident: bb0280 article-title: Façade defects classification from imbalanced dataset using meta learning-based convolutional neural network publication-title: Comp. Aid. Civ. Infrastruct. Eng. – start-page: 391 year: 2019 end-page: 397 ident: bb0115 article-title: Classification of cultural heritage sites using transfer learning publication-title: 2019 IEEE Fifth International Conference on Multimedia Big Data (BigMM) – volume: 13 start-page: 103 year: 2012 end-page: 106 ident: bb0540 article-title: Generation of virtual models of cultural heritage publication-title: J. Cult. Herit. – year: 2021 ident: bb0035 article-title: Regenerative-Adaptive Design for Sustainable Development: A Pattern Language Approach – volume: 40 start-page: 23 year: 2012 end-page: 38 ident: bb0020 article-title: Designing from place: a regenerative framework and methodology publication-title: Build. Res. Inf. – volume: 14 year: 2022 ident: bb0100 article-title: Methods of conserving and managing cultural heritage in classical Chinese Royal Gardens Based on 3D digitalization publication-title: Sustainability – volume: 7 start-page: 16963 year: 2015 end-page: 16985 ident: bb0450 article-title: A new approach to the generation of orthoimages of cultural heritage objects—integrating TLS and image data publication-title: Remote Sens. – start-page: 37 year: 2014 ident: bb0535 article-title: Feature selection for classification: a review publication-title: Data Classification: Algorithms and Applications – start-page: 223 year: 2021 end-page: 234 ident: bb0255 article-title: PapyRow: a dataset of row images from ancient Greek papyri for writers identification publication-title: Pattern Recognition. ICPR International Workshops and Challenges – volume: 128 year: 2021 ident: bb0380 article-title: Semi-supervised learning with GAN for automatic defect detection from images publication-title: Autom. Constr. – year: 1979 ident: bb0015 article-title: The Timeless Way of Building – volume: 138 start-page: 23 year: 2020 end-page: 29 ident: bb0125 article-title: Pattern recognition and artificial intelligence techniques for cultural heritage publication-title: Pattern Recogn. Lett. – volume: 8 start-page: 1768 year: 2018 ident: bb0120 article-title: Leveraging known data for missing label prediction in cultural heritage context publication-title: Appl. Sci. – volume: XLII-2/W15 start-page: 291 year: 2019 end-page: 298 ident: bb0325 article-title: Management plans and web-gis software applications as active and dynamic tools publication-title: Int. Arch. Photogramm. Remote. Sens. Spat. Inf. Sci. – volume: 207 year: 2022 ident: bb0360 article-title: Discovering urban functional zones from biased and sparse points of interests and sparse human activities publication-title: Expert Syst. Appl. – volume: 47 start-page: 227 year: 2021 end-page: 245 ident: bb0105 article-title: Machine learning techniques for structural health monitoring of heritage buildings: a state-of-the-art review and case studies publication-title: J. Cult. Herit. – volume: 114 year: 2020 ident: bb0270 article-title: Detecting semantic regions of construction site images by transfer learning and saliency computation publication-title: Autom. Constr. – volume: 212 year: 2021 ident: bb0330 article-title: AutoML: a survey of the state-of-the-art publication-title: Knowl.-Based Syst. – volume: 133 start-page: 102 year: 2020 end-page: 108 ident: bb0170 article-title: Machine learning for cultural heritage: a survey publication-title: Pattern Recogn. Lett. – volume: 125 year: 2021 ident: bb0485 article-title: Iterative closest point for accurate plane detection in unorganized point clouds publication-title: Autom. Constr. – volume: 6 year: 2013 ident: bb0185 article-title: Understanding large text corpora via sparse machine learning publication-title: Stat. Anal. Data Min. ASA Data Sci. J. – volume: 96 start-page: 29 year: 2018 end-page: 39 ident: bb0195 article-title: Automatic segmentation of 3D point clouds of rubble masonry walls, and its application to building surveying, repair and maintenance publication-title: Autom. Constr. – volume: 37 start-page: 44 year: 2019 end-page: 53 ident: bb0095 article-title: Decision support criteria and the development of a decision support tool for the selection of conservation materials for the built cultural heritage publication-title: J. Cult. Herit. – volume: 9 start-page: 102 year: 2022 ident: bb0235 article-title: Transfer learning: a friendly introduction publication-title: J. Big Data – year: 2019 ident: bb0150 article-title: Generalizing from a few examples: a survey on few-shot learning publication-title: arXiv: Learn. – volume: 158 year: 2020 ident: bb0355 article-title: An expert system to discover key congestion points for urban traffic publication-title: Expert Syst. Appl. – year: 1987 ident: bb0025 article-title: A New Theory of Urban Design – volume: 37 start-page: 1434 year: 2022 end-page: 1449 ident: bb0310 article-title: Multi-defect segmentation from façade images using balanced copy–paste method publication-title: Comp. Aid. Civ. Infrastruct. Eng. – volume: 120 year: 2020 ident: bb0275 article-title: Virtual prototyping- and transfer learning-enabled module detection for modular integrated construction publication-title: Autom. Constr. – volume: 52 start-page: 1642 year: 2022 end-page: 1660 ident: bb0510 article-title: A survey on sparse learning models for feature selection publication-title: IEEE Trans. Cybernet. – volume: 216 year: 2023 ident: bb0350 article-title: OCD diagnosis via smooth sparse network and fused sparse auto-encoder learning publication-title: Expert Syst. Appl. – volume: 2022 start-page: 2944750 year: 2022 ident: bb0370 article-title: Design of 3D display system for intangible cultural heritage based on generative adversarial network publication-title: Sci. Program. – volume: 25 start-page: 149 year: 2008 end-page: 154 ident: bb0090 article-title: Understanding data-driven decision support systems publication-title: Inf. Syst. Manag. – start-page: 193 year: 2020 end-page: 214 ident: bb0495 article-title: Image clustering and video summarization for efficient 3D modelling and reconstruction, recent advances in 3D imaging, modeling, and reconstruction publication-title: IGI Global – start-page: 4917 year: 2018 end-page: 4926 ident: bb0265 article-title: Rethinking ImageNet Pre-Training, 2019 IEEE/CVF International Conference on Computer Vision (ICCV) – volume: 65 start-page: 60 year: 2019 end-page: 77 ident: bb0085 article-title: Co-evolution and emergence in design publication-title: Des. Stud. – volume: 77 start-page: 635 year: 2019 end-page: 642 ident: bb0465 article-title: Novel adaptive genetic algorithm sample consensus publication-title: Appl. Soft Comput. – volume: 61 start-page: 1 year: 2023 end-page: 12 ident: bb0110 article-title: Numerical modelling-based damage diagnostics in cultural heritage structures publication-title: J. Cult. Herit. – volume: 11 year: 2019 ident: bb0410 article-title: Influence of scanner position and plot size on the accuracy of tree detection and diameter estimation using terrestrial laser scanning on Forest inventory plots publication-title: Remote Sens. – volume: 149 year: 2023 ident: bb0215 article-title: Random forest algorithm and support vector machine for nondestructive assessment of mass moisture content of brick walls in historic buildings publication-title: Autom. Constr. – volume: 23 year: 2023 ident: bb0460 article-title: RANSAC for robotic applications: a survey publication-title: Sensors – start-page: 1 year: 2018 end-page: 13 ident: bb0040 article-title: Research for cultural DNA in design publication-title: Computational Studies on Cultural Variation and Heredity – volume: 12 start-page: 2598 year: 2020 ident: bb0135 article-title: A hierarchical machine learning approach for multi-level and multi-resolution 3D point cloud classification publication-title: Remote Sens. – year: 2023 ident: bb0550 article-title: Class-specific feature selection via maximal dynamic correlation change and minimal redundancy publication-title: Expert Syst. Appl. – volume: 203 year: 2022 ident: bb0440 article-title: Non-destructive system for in-wall moisture assessment of cultural heritage buildings publication-title: Measurement – volume: 123 year: 2023 ident: bb0505 article-title: Analysing effectiveness of grey theory-based feature selection for meteorological estimation models publication-title: Eng. Appl. Artif. Intell. – volume: 284 year: 2023 ident: bb0290 article-title: Task-aware meta-learning paradigm for universal structural damage segmentation using limited images publication-title: Eng. Struct. – year: 2018 ident: bb0300 article-title: TADAM: Task Dependent Adaptive Metric for Improved Few-Shot Learning – volume: 10 year: 2018 ident: bb0055 article-title: Ecological wisdom and inspiration underlying the planning and construction of ancient human settlements: case study of Hongcun UNESCO world heritage site in China publication-title: Sustainability – year: 2017 ident: bb0425 article-title: Dynamic Patterns: Visualizing Landscapes in a Digital Age – volume: 108 year: 2019 ident: bb0480 article-title: Structural-based point cloud segmentation of highly ornate building façades for computational modelling publication-title: Autom. Constr. – start-page: 1 year: 2020 end-page: 17 ident: bb0075 article-title: Sustainable built environments: introduction publication-title: Encyclopedia of Sustainability Science and Technology – volume: 50 year: 2017 ident: bb0545 article-title: Feature selection: a data perspective publication-title: ACM Comput. Surv. – volume: 129 start-page: 198 year: 2020 end-page: 204 ident: bb0250 article-title: What is the minimum training data size to reliably identify writers in medieval manuscripts? publication-title: Pattern Recogn. Lett. – volume: 50 start-page: 339 year: 2022 end-page: 350 ident: bb0065 article-title: Urban regenerative thinking and practice: a systematic literature review publication-title: Build. Res. Inf. – volume: 149 year: 2023 ident: bb0230 article-title: Automated joint 3D reconstruction and visual inspection for buildings using computer vision and transfer learning publication-title: Autom. Constr. – volume: 12 year: 2021 ident: bb0415 article-title: Assessment of tree diameter estimation methods from mobile laser scanning in a historic garden publication-title: Forests – volume: 158 year: 2020 ident: bb0345 article-title: T2-FDL: a robust sparse representation method using adaptive type-2 fuzzy dictionary learning for medical image classification publication-title: Expert Syst. Appl. – volume: 11 start-page: 622 year: 2022 end-page: 646 ident: bb0220 article-title: Artificial intelligence-based automatic visual inspection system for built heritage publication-title: Smart Sustain. Built Environ. – volume: 110 year: 2020 ident: bb0395 article-title: On-demand monitoring of construction projects through a game-like hybrid application of BIM and machine learning publication-title: Autom. Constr. – volume: 85 year: 2022 ident: bb0240 article-title: Next-generation energy systems for sustainable smart cities: roles of transfer learning publication-title: Sustain. Cities Soc. – volume: 12 year: 2020 ident: bb0385 article-title: Generative adversarial networks based on collaborative learning and attention mechanism for hyperspectral image classification publication-title: Remote Sens. – year: 2017 ident: bb0160 article-title: Prototypical networks for few-shot learning publication-title: NIPS – volume: 11 year: 2019 ident: bb0245 article-title: Bringing lunar LiDAR back down to earth: mapping our industrial heritage through deep transfer learning publication-title: Remote Sens. – volume: 626 start-page: 1 year: 2023 end-page: 18 ident: bb0555 article-title: Feature selection via maximizing inter-class independence and minimizing intra-class redundancy for hierarchical classification publication-title: Inf. Sci. – year: 2022 ident: bb0175 article-title: Adaptive Transfer Learning for Plant Phenotyping – volume: 12 year: 2020 ident: bb0130 article-title: Point cloud semantic segmentation using a deep learning framework for cultural heritage publication-title: Remote Sens. – volume: 35 year: 2021 ident: bb0365 article-title: Knowledge-based generative adversarial networks for scene understanding in Cultural Heritage publication-title: J. Archaeol. Sci. Rep. – volume: 80 year: 2022 ident: bb0060 article-title: Towards regenerative neighbourhoods: an international survey on urban strategies promoting the production of ecosystem services publication-title: Sustain. Cities Soc. – volume: 185 start-page: 247 year: 2022 end-page: 260 ident: bb0490 article-title: RANSAC-based multi primitive building reconstruction from 3D point clouds publication-title: ISPRS J. Photogramm. Remote Sens. – volume: 11 start-page: 575 year: 2022 end-page: 592 ident: bb0390 article-title: The renaissance of augmented reality in construction: history, present status and future directions publication-title: Smart Sustain. Built Environ. – start-page: 270 year: 2018 end-page: 279 ident: bb0225 article-title: A survey on deep transfer learning publication-title: Artificial Neural Networks and Machine Learning – ICANN 2018 – volume: 41 start-page: 237 year: 2013 end-page: 247 ident: bb0520 article-title: Regenerative design, socio-ecological systems and co-evolution publication-title: Build. Res. Inf. – start-page: 245 year: 2022 end-page: 251 ident: bb0445 article-title: Machine learning clustering for point clouds optimisation via feature analysis in cultural heritage publication-title: Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci. XLVI-2/W1-2022 – volume: 1 start-page: 26 year: 2022 end-page: 34 ident: bb0515 article-title: Sparse modeling for small data: case studies in controlled synthesis of 2D materials publication-title: Dig. Dis. – volume: 44 start-page: 2771 year: 2014 end-page: 2783 ident: bb0475 article-title: NCC-RANSAC: a fast plane extraction method for 3-D range data segmentation publication-title: IEEE Trans. Cybernet. – volume: 11 year: 2019 ident: bb0080 article-title: A conceptual framework for the externalization of ecological wisdom: the case of traditional Korean gardens publication-title: Sustainability – year: 2018 ident: bb0070 article-title: R Regenerative Development and Design – year: 2004 ident: bb0010 article-title: Sustainability and Morphogenesis: The Birth of a Living World – volume: 179 year: 2021 ident: bb0500 article-title: Performance comparison of feature selection and extraction methods with random instance selection publication-title: Expert Syst. Appl. – volume: 28 start-page: 482 year: 2021 end-page: 509 ident: bb0030 article-title: Generative BIM workspace for AEC conceptual design automation: prototype development publication-title: Eng. Constr. Archit. Manag. – start-page: 631 year: 2019 end-page: 646 ident: bb0165 article-title: Deep Transfer Learning for Art Classification Problems – volume: 41 start-page: 106 year: 2020 end-page: 112 ident: bb0205 article-title: Automatic feature extraction and classification of Iberian ceramics based on deep convolutional networks publication-title: J. Cult. Herit. – volume: 3 start-page: 9 year: 2016 ident: bb0145 article-title: A survey of transfer learning publication-title: J. Big Data – year: 2004 ident: 10.1016/j.autcon.2023.105058_bb0010 – year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0035 – volume: 207 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0360 article-title: Discovering urban functional zones from biased and sparse points of interests and sparse human activities publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2022.118062 – volume: 8 start-page: 1768 issue: 10 year: 2018 ident: 10.1016/j.autcon.2023.105058_bb0120 article-title: Leveraging known data for missing label prediction in cultural heritage context publication-title: Appl. Sci. doi: 10.3390/app8101768 – volume: 61 start-page: 177 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0190 article-title: SVD-based point cloud 3D stone by stone segmentation for cultural heritage structural analysis – the case of the Apollo Temple at Delphi publication-title: J. Cult. Herit. doi: 10.1016/j.culher.2023.04.005 – year: 2018 ident: 10.1016/j.autcon.2023.105058_bb0300 – volume: 128 start-page: 420 year: 2019 ident: 10.1016/j.autcon.2023.105058_bb0260 article-title: Webly-supervised zero-shot learning for artwork instance recognition publication-title: Pattern Recogn. Lett. doi: 10.1016/j.patrec.2019.09.027 – year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0420 – volume: 152 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0375 article-title: Automating the retrospective generation of As-is BIM models using machine learning publication-title: Autom. Constr. doi: 10.1016/j.autcon.2023.104937 – year: 2018 ident: 10.1016/j.autcon.2023.105058_bb0070 – volume: 114 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0270 article-title: Detecting semantic regions of construction site images by transfer learning and saliency computation publication-title: Autom. Constr. doi: 10.1016/j.autcon.2020.103185 – volume: 120 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0275 article-title: Virtual prototyping- and transfer learning-enabled module detection for modular integrated construction publication-title: Autom. Constr. doi: 10.1016/j.autcon.2020.103387 – volume: 13 start-page: 103 issue: 1 year: 2012 ident: 10.1016/j.autcon.2023.105058_bb0540 article-title: Generation of virtual models of cultural heritage publication-title: J. Cult. Herit. doi: 10.1016/j.culher.2011.06.004 – volume: 537 start-page: 110 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0315 article-title: RSBNet: one-shot neural architecture search for a backbone network in remote sensing image recognition publication-title: Neurocomputing doi: 10.1016/j.neucom.2023.03.046 – volume: 149 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0215 article-title: Random forest algorithm and support vector machine for nondestructive assessment of mass moisture content of brick walls in historic buildings publication-title: Autom. Constr. doi: 10.1016/j.autcon.2023.104793 – volume: 133 start-page: 102 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0170 article-title: Machine learning for cultural heritage: a survey publication-title: Pattern Recogn. Lett. doi: 10.1016/j.patrec.2020.02.017 – volume: 626 start-page: 1 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0555 article-title: Feature selection via maximizing inter-class independence and minimizing intra-class redundancy for hierarchical classification publication-title: Inf. Sci. doi: 10.1016/j.ins.2023.01.048 – year: 2015 ident: 10.1016/j.autcon.2023.105058_bb0525 – volume: 212 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0330 article-title: AutoML: a survey of the state-of-the-art publication-title: Knowl.-Based Syst. doi: 10.1016/j.knosys.2020.106622 – volume: 12 issue: 6 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0130 article-title: Point cloud semantic segmentation using a deep learning framework for cultural heritage publication-title: Remote Sens. doi: 10.3390/rs12061005 – volume: 12 start-page: 2598 issue: 16 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0135 article-title: A hierarchical machine learning approach for multi-level and multi-resolution 3D point cloud classification publication-title: Remote Sens. doi: 10.3390/rs12162598 – volume: 96 start-page: 29 year: 2018 ident: 10.1016/j.autcon.2023.105058_bb0195 article-title: Automatic segmentation of 3D point clouds of rubble masonry walls, and its application to building surveying, repair and maintenance publication-title: Autom. Constr. doi: 10.1016/j.autcon.2018.08.018 – start-page: 37 year: 2014 ident: 10.1016/j.autcon.2023.105058_bb0535 article-title: Feature selection for classification: a review – volume: 11 issue: 17 year: 2019 ident: 10.1016/j.autcon.2023.105058_bb0245 article-title: Bringing lunar LiDAR back down to earth: mapping our industrial heritage through deep transfer learning publication-title: Remote Sens. doi: 10.3390/rs11171994 – volume: 13 issue: 23 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0285 article-title: Central courtyard feature extraction in remote sensing aerial images using deep learning: a case-study of Iran publication-title: Remote Sens. doi: 10.3390/rs13234843 – volume: 128 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0380 article-title: Semi-supervised learning with GAN for automatic defect detection from images publication-title: Autom. Constr. doi: 10.1016/j.autcon.2021.103764 – volume: 7 start-page: 16963 issue: 12 year: 2015 ident: 10.1016/j.autcon.2023.105058_bb0450 article-title: A new approach to the generation of orthoimages of cultural heritage objects—integrating TLS and image data publication-title: Remote Sens. doi: 10.3390/rs71215869 – volume: 28 start-page: 482 issue: 2 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0030 article-title: Generative BIM workspace for AEC conceptual design automation: prototype development publication-title: Eng. Constr. Archit. Manag. doi: 10.1108/ECAM-04-2020-0256 – volume: 271 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0430 article-title: Iterative constraint score based on hypothesis margin for semi-supervised feature selection publication-title: Knowl.-Based Syst. doi: 10.1016/j.knosys.2023.110577 – volume: 328 start-page: 88 year: 2019 ident: 10.1016/j.autcon.2023.105058_bb0470 article-title: ARSAC: efficient model estimation via adaptively ranked sample consensus publication-title: Neurocomputing doi: 10.1016/j.neucom.2018.02.103 – volume: 77 start-page: 635 year: 2019 ident: 10.1016/j.autcon.2023.105058_bb0465 article-title: Novel adaptive genetic algorithm sample consensus publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2019.01.052 – start-page: 4917 year: 2018 ident: 10.1016/j.autcon.2023.105058_bb0265 – volume: 35 start-page: 1403 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0280 article-title: Façade defects classification from imbalanced dataset using meta learning-based convolutional neural network publication-title: Comp. Aid. Civ. Infrastruct. Eng. doi: 10.1111/mice.12578 – volume: 33 start-page: 222 year: 2018 ident: 10.1016/j.autcon.2023.105058_bb0320 article-title: The integration of terrestrial laser scanning and terrestrial and unmanned aerial vehicle digital photogrammetry for the documentation of Chinese classical gardens – a case study of Huanxiu Shanzhuang, Suzhou, China publication-title: J. Cult. Herit. doi: 10.1016/j.culher.2018.03.004 – start-page: 631 year: 2019 ident: 10.1016/j.autcon.2023.105058_bb0165 – volume: 284 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0290 article-title: Task-aware meta-learning paradigm for universal structural damage segmentation using limited images publication-title: Eng. Struct. doi: 10.1016/j.engstruct.2023.115917 – volume: 216 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0350 article-title: OCD diagnosis via smooth sparse network and fused sparse auto-encoder learning publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2022.119389 – volume: 11 issue: 13 year: 2019 ident: 10.1016/j.autcon.2023.105058_bb0410 article-title: Influence of scanner position and plot size on the accuracy of tree detection and diameter estimation using terrestrial laser scanning on Forest inventory plots publication-title: Remote Sens. doi: 10.3390/rs11131602 – volume: 80 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0060 article-title: Towards regenerative neighbourhoods: an international survey on urban strategies promoting the production of ecosystem services publication-title: Sustain. Cities Soc. doi: 10.1016/j.scs.2022.103784 – volume: 2022 start-page: 2944750 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0370 article-title: Design of 3D display system for intangible cultural heritage based on generative adversarial network publication-title: Sci. Program. – volume: 108 year: 2019 ident: 10.1016/j.autcon.2023.105058_bb0480 article-title: Structural-based point cloud segmentation of highly ornate building façades for computational modelling publication-title: Autom. Constr. doi: 10.1016/j.autcon.2019.102892 – volume: 262 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0340 article-title: A local spline regression-based framework for semi-supervised sparse feature selection publication-title: Knowl.-Based Syst. doi: 10.1016/j.knosys.2023.110265 – start-page: 193 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0495 article-title: Image clustering and video summarization for efficient 3D modelling and reconstruction, recent advances in 3D imaging, modeling, and reconstruction publication-title: IGI Global – year: 2017 ident: 10.1016/j.autcon.2023.105058_bb0160 article-title: Prototypical networks for few-shot learning publication-title: NIPS – start-page: 223 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0255 article-title: PapyRow: a dataset of row images from ancient Greek papyri for writers identification – volume: 50 issue: 6 year: 2017 ident: 10.1016/j.autcon.2023.105058_bb0545 article-title: Feature selection: a data perspective publication-title: ACM Comput. Surv. doi: 10.1145/3136625 – start-page: 245 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0445 article-title: Machine learning clustering for point clouds optimisation via feature analysis in cultural heritage – volume: 300 start-page: 70 year: 2018 ident: 10.1016/j.autcon.2023.105058_bb0530 article-title: Feature selection in machine learning: a new perspective publication-title: Neurocomputing doi: 10.1016/j.neucom.2017.11.077 – volume: 200 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0335 article-title: Optimizing feature selection methods by removing irrelevant features using sparse least squares publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2022.116928 – year: 2005 ident: 10.1016/j.autcon.2023.105058_bb0005 – volume: 6 year: 2013 ident: 10.1016/j.autcon.2023.105058_bb0185 article-title: Understanding large text corpora via sparse machine learning publication-title: Stat. Anal. Data Min. ASA Data Sci. J. doi: 10.1002/sam.11187 – volume: 14 issue: 7 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0100 article-title: Methods of conserving and managing cultural heritage in classical Chinese Royal Gardens Based on 3D digitalization publication-title: Sustainability doi: 10.3390/su14074108 – volume: 185 start-page: 247 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0490 article-title: RANSAC-based multi primitive building reconstruction from 3D point clouds publication-title: ISPRS J. Photogramm. Remote Sens. doi: 10.1016/j.isprsjprs.2021.12.012 – year: 1979 ident: 10.1016/j.autcon.2023.105058_bb0015 – volume: 149 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0230 article-title: Automated joint 3D reconstruction and visual inspection for buildings using computer vision and transfer learning publication-title: Autom. Constr. doi: 10.1016/j.autcon.2023.104810 – volume: 3 start-page: 9 issue: 1 year: 2016 ident: 10.1016/j.autcon.2023.105058_bb0145 article-title: A survey of transfer learning publication-title: J. Big Data doi: 10.1186/s40537-016-0043-6 – volume: 11 start-page: 575 issue: 3 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0390 article-title: The renaissance of augmented reality in construction: history, present status and future directions publication-title: Smart Sustain. Built Environ. doi: 10.1108/SASBE-08-2020-0124 – volume: 35 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0365 article-title: Knowledge-based generative adversarial networks for scene understanding in Cultural Heritage publication-title: J. Archaeol. Sci. Rep. – volume: 11 start-page: 622 issue: 3 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0220 article-title: Artificial intelligence-based automatic visual inspection system for built heritage publication-title: Smart Sustain. Built Environ. doi: 10.1108/SASBE-09-2020-0139 – volume: XLII-2/W15 start-page: 291 year: 2019 ident: 10.1016/j.autcon.2023.105058_bb0325 article-title: Management plans and web-gis software applications as active and dynamic tools publication-title: Int. Arch. Photogramm. Remote. Sens. Spat. Inf. Sci. doi: 10.5194/isprs-archives-XLII-2-W15-291-2019 – volume: 25 start-page: 149 issue: 2 year: 2008 ident: 10.1016/j.autcon.2023.105058_bb0090 article-title: Understanding data-driven decision support systems publication-title: Inf. Syst. Manag. doi: 10.1080/10580530801941124 – volume: 11 issue: 19 year: 2019 ident: 10.1016/j.autcon.2023.105058_bb0080 article-title: A conceptual framework for the externalization of ecological wisdom: the case of traditional Korean gardens publication-title: Sustainability doi: 10.3390/su11195298 – volume: 52 start-page: 1642 issue: 3 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0510 article-title: A survey on sparse learning models for feature selection publication-title: IEEE Trans. Cybernet. doi: 10.1109/TCYB.2020.2982445 – volume: 129 start-page: 198 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0250 article-title: What is the minimum training data size to reliably identify writers in medieval manuscripts? publication-title: Pattern Recogn. Lett. doi: 10.1016/j.patrec.2019.11.030 – volume: 41 start-page: 106 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0205 article-title: Automatic feature extraction and classification of Iberian ceramics based on deep convolutional networks publication-title: J. Cult. Herit. doi: 10.1016/j.culher.2019.06.005 – year: 2019 ident: 10.1016/j.autcon.2023.105058_bb0150 article-title: Generalizing from a few examples: a survey on few-shot learning publication-title: arXiv: Learn. – volume: 122 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0210 article-title: Automatic detection of stone pavement’s pattern based on UAV photogrammetry publication-title: Autom. Constr. doi: 10.1016/j.autcon.2020.103477 – volume: 9 start-page: 102 issue: 1 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0235 article-title: Transfer learning: a friendly introduction publication-title: J. Big Data doi: 10.1186/s40537-022-00652-w – volume: 11 start-page: 8172 issue: 1 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0155 article-title: Efficient few-shot machine learning for classification of EBSD patterns publication-title: Sci. Rep. doi: 10.1038/s41598-021-87557-5 – volume: 12 issue: 7 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0385 article-title: Generative adversarial networks based on collaborative learning and attention mechanism for hyperspectral image classification publication-title: Remote Sens. doi: 10.3390/rs12071149 – volume: 203 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0440 article-title: Non-destructive system for in-wall moisture assessment of cultural heritage buildings publication-title: Measurement doi: 10.1016/j.measurement.2022.111930 – volume: 41 start-page: 237 issue: 2 year: 2013 ident: 10.1016/j.autcon.2023.105058_bb0520 article-title: Regenerative design, socio-ecological systems and co-evolution publication-title: Build. Res. Inf. doi: 10.1080/09613218.2013.747130 – volume: 61 start-page: 1 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0110 article-title: Numerical modelling-based damage diagnostics in cultural heritage structures publication-title: J. Cult. Herit. doi: 10.1016/j.culher.2023.02.004 – volume: 23 issue: 1 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0460 article-title: RANSAC for robotic applications: a survey publication-title: Sensors doi: 10.3390/s23010327 – volume: 170 start-page: 10 year: 2015 ident: 10.1016/j.autcon.2023.105058_bb0560 article-title: Understanding the past for a sustainable future: cultural mapping of Malay heritage publication-title: Procedia Soc. Behav. Sci. doi: 10.1016/j.sbspro.2015.01.007 – volume: 10 issue: 5 year: 2018 ident: 10.1016/j.autcon.2023.105058_bb0055 article-title: Ecological wisdom and inspiration underlying the planning and construction of ancient human settlements: case study of Hongcun UNESCO world heritage site in China publication-title: Sustainability doi: 10.3390/su10051345 – volume: 65 start-page: 60 year: 2019 ident: 10.1016/j.autcon.2023.105058_bb0085 article-title: Co-evolution and emergence in design publication-title: Des. Stud. doi: 10.1016/j.destud.2019.10.005 – volume: 40 start-page: 23 issue: 1 year: 2012 ident: 10.1016/j.autcon.2023.105058_bb0020 article-title: Designing from place: a regenerative framework and methodology publication-title: Build. Res. Inf. doi: 10.1080/09613218.2012.621341 – volume: 125 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0485 article-title: Iterative closest point for accurate plane detection in unorganized point clouds publication-title: Autom. Constr. doi: 10.1016/j.autcon.2021.103610 – volume: 41 start-page: 2047 issue: 6 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0455 article-title: Adaptive random sample consensus approach for segmentation of building roof in airborne laser scanning point cloud publication-title: Int. J. Remote Sens. doi: 10.1080/01431161.2019.1683644 – start-page: 1 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0075 article-title: Sustainable built environments: introduction – year: 1987 ident: 10.1016/j.autcon.2023.105058_bb0025 – start-page: 1 year: 2018 ident: 10.1016/j.autcon.2023.105058_bb0040 article-title: Research for cultural DNA in design – volume: 47 start-page: 227 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0105 article-title: Machine learning techniques for structural health monitoring of heritage buildings: a state-of-the-art review and case studies publication-title: J. Cult. Herit. doi: 10.1016/j.culher.2020.09.005 – year: 2016 ident: 10.1016/j.autcon.2023.105058_bb0140 – volume: 37 start-page: 44 year: 2019 ident: 10.1016/j.autcon.2023.105058_bb0095 article-title: Decision support criteria and the development of a decision support tool for the selection of conservation materials for the built cultural heritage publication-title: J. Cult. Herit. doi: 10.1016/j.culher.2018.10.001 – volume: 12 issue: 8 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0415 article-title: Assessment of tree diameter estimation methods from mobile laser scanning in a historic garden publication-title: Forests doi: 10.3390/f12081013 – volume: 7 issue: 6 year: 2016 ident: 10.1016/j.autcon.2023.105058_bb0405 article-title: Forest inventory with terrestrial LiDAR: a comparison of static and hand-held mobile laser scanning publication-title: Forests doi: 10.3390/f7060127 – start-page: 15 year: 2017 ident: 10.1016/j.autcon.2023.105058_bb0050 article-title: A short exploratory essay on the term ‘cultural DNA’ from the perspectives of physical and virtual architecture – volume: 116 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0305 article-title: Unsupervised meta-learning for few-shot learning publication-title: Pattern Recogn. doi: 10.1016/j.patcog.2021.107951 – volume: 85 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0240 article-title: Next-generation energy systems for sustainable smart cities: roles of transfer learning publication-title: Sustain. Cities Soc. doi: 10.1016/j.scs.2022.104059 – volume: 44 start-page: 2771 issue: 12 year: 2014 ident: 10.1016/j.autcon.2023.105058_bb0475 article-title: NCC-RANSAC: a fast plane extraction method for 3-D range data segmentation publication-title: IEEE Trans. Cybernet. doi: 10.1109/TCYB.2014.2316282 – volume: 179 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0500 article-title: Performance comparison of feature selection and extraction methods with random instance selection publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2021.115072 – volume: 37 start-page: 1434 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0310 article-title: Multi-defect segmentation from façade images using balanced copy–paste method publication-title: Comp. Aid. Civ. Infrastruct. Eng. doi: 10.1111/mice.12808 – year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0550 article-title: Class-specific feature selection via maximal dynamic correlation change and minimal redundancy publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2023.120455 – volume: 150 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0200 article-title: Semantic segmentation of bridge point clouds with a synthetic data augmentation strategy and graph-structured deep metric learning publication-title: Autom. Constr. doi: 10.1016/j.autcon.2023.104838 – volume: 110 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0395 article-title: On-demand monitoring of construction projects through a game-like hybrid application of BIM and machine learning publication-title: Autom. Constr. doi: 10.1016/j.autcon.2019.103012 – volume: 121 year: 2021 ident: 10.1016/j.autcon.2023.105058_bb0400 article-title: An historical building information modelling approach for the preventive conservation of historical constructions: application to the Historical Library of Salamanca publication-title: Autom. Constr. doi: 10.1016/j.autcon.2020.103449 – start-page: 270 year: 2018 ident: 10.1016/j.autcon.2023.105058_bb0225 article-title: A survey on deep transfer learning – volume: 1 start-page: 26 issue: 1 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0515 article-title: Sparse modeling for small data: case studies in controlled synthesis of 2D materials publication-title: Dig. Dis. – volume: 4 start-page: 29 issue: 1 year: 2017 ident: 10.1016/j.autcon.2023.105058_bb0295 article-title: A survey on heterogeneous transfer learning publication-title: J. Big Data doi: 10.1186/s40537-017-0089-0 – year: 2017 ident: 10.1016/j.autcon.2023.105058_bb0425 – volume: 138 start-page: 23 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0125 article-title: Pattern recognition and artificial intelligence techniques for cultural heritage publication-title: Pattern Recogn. Lett. doi: 10.1016/j.patrec.2020.06.018 – volume: 139 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0435 article-title: A sub-sequence clustering method for identifying daily indoor environmental patterns from massive time-series data publication-title: Autom. Constr. doi: 10.1016/j.autcon.2022.104303 – volume: 30 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0045 article-title: Morphological analysis of historical landscapes based on cultural DNA approach publication-title: Dig. Appl. Archaeol. Cult. Herit. – volume: 158 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0355 article-title: An expert system to discover key congestion points for urban traffic publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2020.113544 – start-page: 391 year: 2019 ident: 10.1016/j.autcon.2023.105058_bb0115 article-title: Classification of cultural heritage sites using transfer learning – volume: 50 start-page: 339 issue: 3 year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0065 article-title: Urban regenerative thinking and practice: a systematic literature review publication-title: Build. Res. Inf. doi: 10.1080/09613218.2021.1922266 – volume: 158 year: 2020 ident: 10.1016/j.autcon.2023.105058_bb0345 article-title: T2-FDL: a robust sparse representation method using adaptive type-2 fuzzy dictionary learning for medical image classification publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2020.113500 – volume: 123 year: 2023 ident: 10.1016/j.autcon.2023.105058_bb0505 article-title: Analysing effectiveness of grey theory-based feature selection for meteorological estimation models publication-title: Eng. Appl. Artif. Intell. doi: 10.1016/j.engappai.2023.106243 – year: 2022 ident: 10.1016/j.autcon.2023.105058_bb0175 – volume: 22 start-page: 1345 issue: 10 year: 2010 ident: 10.1016/j.autcon.2023.105058_bb0180 article-title: A survey on transfer learning publication-title: IEEE Trans. Knowl. Data Eng. doi: 10.1109/TKDE.2009.191 |
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