Reinforcement learning based deep fuzzy hierarchical clustering to generate personalized non-fungible token artwork
In the realm of information technology and software development, digital assets increasingly manifest as Non-Fungible Tokens (NFTs) on blockchain platforms, embodying intrinsic material value that enhances user satisfaction. Despite their potential, the creation of NFTs remains costly, time-consumin...
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| Vydáno v: | Neurocomputing (Amsterdam) Ročník 659; s. 131821 |
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| Médium: | Journal Article |
| Jazyk: | angličtina |
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Elsevier B.V
01.01.2026
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| ISSN: | 0925-2312 |
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| Abstract | In the realm of information technology and software development, digital assets increasingly manifest as Non-Fungible Tokens (NFTs) on blockchain platforms, embodying intrinsic material value that enhances user satisfaction. Despite their potential, the creation of NFTs remains costly, time-consuming, and labor-intensive. To address these challenges, we introduce a digital asset generation engine specifically designed for producing NFT artwork. Utilizing real-world datasets curated by digital art experts, our engine synthesizes individual image layers into cohesive, high-quality artistic outputs. Leveraging artificial intelligence, we employ a novel Deep Fuzzy Hierarchical Clustering approach, which integrates autoencoder neural networks, fuzzy clustering, and hierarchical clustering methods. This integrated approach enables precise classification of image layers, achieving an impressive accuracy rate of 95 %. Here, we demonstrate the potential of AI-enhanced solutions in the digital art and NFT space. Our engine not only reduces costs and labor intensity in digital art production but also allows users to personalize their NFT collections by selecting desired layers and specifying rarity, arrangement order, and metadata details. This study underscores the significance of intersectional research between artificial intelligence and fine arts, opening avenues for future advancements in computational art analysis and creative AI applications.
•Proposing a new method for personalizing NFT using layered image structures.•Utilizing real-world art layers, designed by experts, to train and test the system.•Addressing the automatic selection of clusteres using the WHH , ensuring efficient NFT layer categorization.•Introducing a Deep Fuzzy Hierarchical Clustering using autoencoders, fuzzy-cluster, and hierarchical-cluster for image classification.•Enabling users to control layer selection, arrangement, and metadata output. |
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| AbstractList | In the realm of information technology and software development, digital assets increasingly manifest as Non-Fungible Tokens (NFTs) on blockchain platforms, embodying intrinsic material value that enhances user satisfaction. Despite their potential, the creation of NFTs remains costly, time-consuming, and labor-intensive. To address these challenges, we introduce a digital asset generation engine specifically designed for producing NFT artwork. Utilizing real-world datasets curated by digital art experts, our engine synthesizes individual image layers into cohesive, high-quality artistic outputs. Leveraging artificial intelligence, we employ a novel Deep Fuzzy Hierarchical Clustering approach, which integrates autoencoder neural networks, fuzzy clustering, and hierarchical clustering methods. This integrated approach enables precise classification of image layers, achieving an impressive accuracy rate of 95 %. Here, we demonstrate the potential of AI-enhanced solutions in the digital art and NFT space. Our engine not only reduces costs and labor intensity in digital art production but also allows users to personalize their NFT collections by selecting desired layers and specifying rarity, arrangement order, and metadata details. This study underscores the significance of intersectional research between artificial intelligence and fine arts, opening avenues for future advancements in computational art analysis and creative AI applications.
•Proposing a new method for personalizing NFT using layered image structures.•Utilizing real-world art layers, designed by experts, to train and test the system.•Addressing the automatic selection of clusteres using the WHH , ensuring efficient NFT layer categorization.•Introducing a Deep Fuzzy Hierarchical Clustering using autoencoders, fuzzy-cluster, and hierarchical-cluster for image classification.•Enabling users to control layer selection, arrangement, and metadata output. |
| ArticleNumber | 131821 |
| Author | Norouzi Baranghar, Aynaz Zabihimayvan, Mahdieh Zaeimzadeh, Nima Mahdavi, Nora mohammadzadeh, Javad Daliri, Arman |
| Author_xml | – sequence: 1 givenname: Arman orcidid: 0000-0002-0398-3052 surname: Daliri fullname: Daliri, Arman email: Arman.Daliri@kiau.ac.ir organization: Department of Computer Engineering, Ka.C., Islamic Azad University, Karaj, Iran – sequence: 2 givenname: Nora surname: Mahdavi fullname: Mahdavi, Nora email: Nora.mahdavi@iau.ir organization: Department of Computer Engineering, Ka.C., Islamic Azad University, Karaj, Iran – sequence: 3 givenname: Mahdieh surname: Zabihimayvan fullname: Zabihimayvan, Mahdieh email: Zabihimayvan@ccsu.edu organization: Department of Computer Science, Central Connecticut State University, New Britain, CT, USA – sequence: 4 givenname: Aynaz surname: Norouzi Baranghar fullname: Norouzi Baranghar, Aynaz email: Aynaz.norouzi@ut.ac.ir organization: Department of Painting and Sculpture, School of Visual Arts, College of Fine Arts, University of Tehran, Tehran, Iran – sequence: 5 givenname: Nima orcidid: 0009-0005-6236-973X surname: Zaeimzadeh fullname: Zaeimzadeh, Nima email: N.zaeimzadeh@iau.ir organization: Department of Computer Engineering, Ka.C., Islamic Azad University, Karaj, Iran – sequence: 6 givenname: Javad surname: mohammadzadeh fullname: mohammadzadeh, Javad email: Javad.mohammadzadeh@iau.ac.ir organization: Department of Computer Engineering, Ka.C., Islamic Azad University, Karaj, Iran |
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| Cites_doi | 10.3390/electronics14122436 10.1023/A:1012801612483 10.1038/s41598-021-00053-8 10.1016/j.jbef.2025.101060 10.1038/s41598-022-05920-6 10.1016/j.inffus.2023.102067 10.2307/2707724 10.1093/acrefore/9780199340378.013.903 10.3233/IDA-163129 10.1016/j.inffus.2024.102225 10.1016/j.eswa.2023.122931 10.1080/09548960600712942 10.1007/s11222-007-9033-z 10.1109/TPAMI.2013.190 10.1007/s10462-023-10641-x 10.1016/j.renene.2024.121936 10.1145/304181.304187 10.1186/1471-2164-6-35 10.1016/j.cag.2023.05.010 10.1016/j.neucom.2025.129484 10.1109/TPAMI.2013.28 10.1007/s10660-024-09900-y 10.1023/A:1009783824328 10.1109/MCG.2005.53 10.1007/s00521-024-10437-2 10.1016/j.cmpb.2020.105568 10.1007/s11042-018-6988-z 10.1038/s41598-022-05146-6 10.1016/j.chb.2023.108013 10.1016/j.ijresmar.2022.07.004 10.1109/ACCESS.2020.2988796 10.1007/s10207-025-01056-6 10.1007/s10462-020-09918-2 10.1109/MITP.2022.3203820 10.1080/09502386.2024.2329873 10.1007/s12652-024-04776-0 10.1109/TPAMI.1979.4766909 10.33851/JMIS.2022.9.4.299 10.1109/ACCESS.2023.3333897 10.3390/su15097573 10.1007/s13721-025-00523-3 10.1145/3475799 10.1007/s12115-008-9176-3 10.1007/s11831-024-10119-1 10.1109/ACCESS.2022.3171227 10.1111/j.1751-9020.2008.00101.x 10.1109/ACCESS.2023.3346273 10.1016/j.jbusres.2022.08.031 10.1007/s10489-022-03397-4 |
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| Keywords | Non-Fungible Token Artwork Hierarchical Deep learning Fuzzy Clustering Digital Arts |
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| References | NimaZaeim, NimaZaeim/NFT-AGE, (2025).(Accessed April 23, 2025 Malik, Appel, Luo (bib29) 2023; 40 W.J.-W. Tann, A. Vuputuri, E.-C. Chang, Projecting Non-Fungible Token (NFT) Collections: A Contextual Generative Approach,(2023).(Accessed March 8, 2024) Nienhaus, Dollner (bib40) 2005; 25 Vasan, Janosov, Barabási (bib30) 2022; 12 Von Luxburg (bib65) 2007; 17 Soliman, Ahmed, Darwish, Hassanien (bib10) 2024; 57 Howes (bib37) 1991; 29 Jenkins (bib45) 2025; 39 Gomez-Cabrera, Escamilla-Ambrosio, Happa (bib38) 2024 Halkidi, Batistakis, Vazirgiannis (bib79) 2001; 17 Cetinic, She (bib11) 2022; 18 Ankerst, Breunig, Kriegel, Sander (bib67) 1999; 28 P. Virilio, The futurism of the instant: Stop-eject, Polity, 2010.(Accessed August 26, 2025) Alimoradi, Zabihimayvan, Daliri, Sledzik, Sadeghi (bib8) 2022 Dash, Ye, Wang (bib52) 2024; 12 Chebli, Cherbal (bib12) 2025; 24 Daliri, Sadeghi, Sedighian, Karimi, Mohammadzadeh (bib60) 2024; 15 Ou, Wang, Zhang, Zhou, Zhu (bib59) 2024; 106 N. Wolf, U. Grosenick, Expressionism, Taschen, 2004.(Accessed August 26, 2025) Snášel, Štěpnička, Ojha, Suganthan, Gao, Kong (bib58) 2024; 102 Sinaga, Yang (bib72) 2020; 8 A. Palmer, Neoclassicism and Religious Art, in: Oxf. Res. Encycl. Relig., 2021.(Accessed August 26, 2025) Silva (bib33) 2006; 15 . G.B. Meisner, The golden ratio: The divine beauty of mathematics, Race Point Publishing, 2018. (Accessed August 26, 2025) Wu, Liu, Weng (bib42) 2023; 15 Wang, Lai, Suen, Zhu (bib63) 2013; 35 Lovmar, Ahlford, Jonsson, Syvänen (bib74) 2005; 6 Nadini, Alessandretti, Di Giacinto, Martino, Aiello, Baronchelli (bib3) 2021; 11 Hayashi, Routh (bib1) 2025 Bogart (bib36) 1995 Qin, Liu, Zhu, Xue (bib53) 2020; 195 Belk, Humayun, Brouard (bib32) 2022; 153 Harifi, Khalilian, Mohammadzadeh, Ebrahimnejad (bib62) 2020; 34 Raschke (bib23) 2009; 46 Davies, Bouldin (bib78) 1979 Moncada, Ferro, Favenza, Freni (bib43) 2021 A. Daliri, K. Branch, M. Sheikha, K.K. Roudposhti, L. Branch, M. Alimoradi, J. Mohammadzadeh, Optimized Categorical Boosting for Gastric Cancer Classification using Heptagonal Reinforcement learning and the Water Optimization Algorithm, (n.d.).(Accessed March 6, 2025) Bamakan, Nezhadsistani, Bodaghi, Qu (bib4) 2022; 12 Nour, Chaves-Ávila, Sánchez-Miralles (bib46) 2022; 10 He, Ho (bib68) 2019; 78 Zhang, Ramakrishnan, Livny (bib69) 1997; 1 Anand, Mittal, Tuzel, Meer (bib64) 2013; 36 Song (bib21) 2022; 1 Nayak, Venugopala, Ashwini (bib54) 2024; 31 Alimoradi, Sadeghi, Daliri, Zabihimayvan (bib56) 2025 Wang (bib5) 2022; 2022 Zainab, Bawany, Imran, Rehman (bib48) 2022; 24 Kim, Lee, Ki, Kim (bib31) 2022; 9 Alshater, Nasrallah, Khoury, Joshipura (bib49) 2024 Efland (bib39) 2002 L.-H. Lee, Z. Lin, R. Hu, Z. Gong, A. Kumar, T. Li, S. Li, P. Hui, When creators meet the metaverse: A survey on computational arts, ArXiv Prepr. ArXiv211113486 (2021). Daliri, Zabihimayvan, Saleh (bib75) 2024 Daliri, Alimoradi, Zabihimayvan, Sadeghi (bib17) 2024; 244 Blaiklock (bib27) 2019 A.J. Eddy, Cubists and Post-impressionism, AC McClurg & Company, 1914.(Accessed August 26, 2025) Crow, Crow (bib28) 1996 Farooq, Bashir, Banka, Malla, Manzoor, Farooq (bib6) 2025 Ali, Bagui (bib2) 2021; 12 Doss (bib25) 1995 Kristeller (bib35) 1952 Wang, Xu (bib73) 2019 ŞAHiN, Arslan, Özdemir (bib15) 2025; 37 Bateman (bib34) 2014 Daliri, Asghari, Azgomi, Alimoradi (bib61) 2022; 52 Xiao, Lu, Li (bib76) 2017; 21 Kävrestad, Birath, Clarke (bib7) 2024 Cho, Jensen, Yoo, Mahanti, Kim (bib47) 2023; 12 Daliri, Khalilian, Mohammadzadeh, Hosseini (bib57) 2025; 14 Shahriar, Hayawi (bib9) 2022 Dafir, Lamari, Slaoui (bib16) 2021; 54 Obukhov, Krasnyanskiy (bib50) 2020 Trevisan de Souza, Marques, Batagelo, Gois (bib55) 2023; 114 Babaei, Tirkolaee, Boz (bib13) 2025; 238 Lee, Shen, Li, Xie (bib41) 2024; 151 Daliri, Khoshbakhti, Samadi, Rahiminia, Zabihimayvan, Sadeghi (bib70) 2024 A. Mohammadifar, H. Samadbin, A. Daliri, Accurate Autism Spectrum Disorder prediction using Support Vector Classifier based on Federated Learning (SVCFL), ArXiv Prepr. ArXiv231104606 (2023).(Accessed October 2, 2024) Lizardo, Skiles (bib26) 2008; 2 Deng (bib66) 2020 H.-J. Lim, S. Lee, M. Kim, W. LeeComparative analysis of security features and risks in digital asset wallets 14 Electronics2025, 2436(Accessed August 27, 2025) Doss (10.1016/j.neucom.2025.131821_bib25) 1995 Bogart (10.1016/j.neucom.2025.131821_bib36) 1995 Dash (10.1016/j.neucom.2025.131821_bib52) 2024; 12 10.1016/j.neucom.2025.131821_bib24 10.1016/j.neucom.2025.131821_bib22 Vasan (10.1016/j.neucom.2025.131821_bib30) 2022; 12 Moncada (10.1016/j.neucom.2025.131821_bib43) 2021 10.1016/j.neucom.2025.131821_bib20 Kävrestad (10.1016/j.neucom.2025.131821_bib7) 2024 Blaiklock (10.1016/j.neucom.2025.131821_bib27) 2019 Cho (10.1016/j.neucom.2025.131821_bib47) 2023; 12 Von Luxburg (10.1016/j.neucom.2025.131821_bib65) 2007; 17 Wang (10.1016/j.neucom.2025.131821_bib63) 2013; 35 Ankerst (10.1016/j.neucom.2025.131821_bib67) 1999; 28 Kristeller (10.1016/j.neucom.2025.131821_bib35) 1952 Deng (10.1016/j.neucom.2025.131821_bib66) 2020 10.1016/j.neucom.2025.131821_bib19 Daliri (10.1016/j.neucom.2025.131821_bib57) 2025; 14 Nienhaus (10.1016/j.neucom.2025.131821_bib40) 2005; 25 10.1016/j.neucom.2025.131821_bib18 Jenkins (10.1016/j.neucom.2025.131821_bib45) 2025; 39 Belk (10.1016/j.neucom.2025.131821_bib32) 2022; 153 10.1016/j.neucom.2025.131821_bib14 Zhang (10.1016/j.neucom.2025.131821_bib69) 1997; 1 Nadini (10.1016/j.neucom.2025.131821_bib3) 2021; 11 Daliri (10.1016/j.neucom.2025.131821_bib70) 2024 10.1016/j.neucom.2025.131821_bib51 Ali (10.1016/j.neucom.2025.131821_bib2) 2021; 12 Farooq (10.1016/j.neucom.2025.131821_bib6) 2025 Hayashi (10.1016/j.neucom.2025.131821_bib1) 2025 Anand (10.1016/j.neucom.2025.131821_bib64) 2013; 36 Lizardo (10.1016/j.neucom.2025.131821_bib26) 2008; 2 Lee (10.1016/j.neucom.2025.131821_bib41) 2024; 151 Daliri (10.1016/j.neucom.2025.131821_bib17) 2024; 244 Song (10.1016/j.neucom.2025.131821_bib21) 2022; 1 Howes (10.1016/j.neucom.2025.131821_bib37) 1991; 29 Gomez-Cabrera (10.1016/j.neucom.2025.131821_bib38) 2024 Malik (10.1016/j.neucom.2025.131821_bib29) 2023; 40 Alshater (10.1016/j.neucom.2025.131821_bib49) 2024 Nayak (10.1016/j.neucom.2025.131821_bib54) 2024; 31 Davies (10.1016/j.neucom.2025.131821_bib78) 1979 Snášel (10.1016/j.neucom.2025.131821_bib58) 2024; 102 He (10.1016/j.neucom.2025.131821_bib68) 2019; 78 Crow (10.1016/j.neucom.2025.131821_bib28) 1996 Alimoradi (10.1016/j.neucom.2025.131821_bib56) 2025 Raschke (10.1016/j.neucom.2025.131821_bib23) 2009; 46 Xiao (10.1016/j.neucom.2025.131821_bib76) 2017; 21 Cetinic (10.1016/j.neucom.2025.131821_bib11) 2022; 18 Qin (10.1016/j.neucom.2025.131821_bib53) 2020; 195 10.1016/j.neucom.2025.131821_bib44 Dafir (10.1016/j.neucom.2025.131821_bib16) 2021; 54 Bamakan (10.1016/j.neucom.2025.131821_bib4) 2022; 12 Efland (10.1016/j.neucom.2025.131821_bib39) 2002 Zainab (10.1016/j.neucom.2025.131821_bib48) 2022; 24 Trevisan de Souza (10.1016/j.neucom.2025.131821_bib55) 2023; 114 Ou (10.1016/j.neucom.2025.131821_bib59) 2024; 106 Alimoradi (10.1016/j.neucom.2025.131821_bib8) 2022 Sinaga (10.1016/j.neucom.2025.131821_bib72) 2020; 8 Daliri (10.1016/j.neucom.2025.131821_bib60) 2024; 15 Chebli (10.1016/j.neucom.2025.131821_bib12) 2025; 24 Daliri (10.1016/j.neucom.2025.131821_bib61) 2022; 52 Nour (10.1016/j.neucom.2025.131821_bib46) 2022; 10 Harifi (10.1016/j.neucom.2025.131821_bib62) 2020; 34 10.1016/j.neucom.2025.131821_bib77 Lovmar (10.1016/j.neucom.2025.131821_bib74) 2005; 6 Wang (10.1016/j.neucom.2025.131821_bib5) 2022; 2022 Soliman (10.1016/j.neucom.2025.131821_bib10) 2024; 57 Babaei (10.1016/j.neucom.2025.131821_bib13) 2025; 238 10.1016/j.neucom.2025.131821_bib71 10.1016/j.neucom.2025.131821_bib80 Halkidi (10.1016/j.neucom.2025.131821_bib79) 2001; 17 Silva (10.1016/j.neucom.2025.131821_bib33) 2006; 15 Daliri (10.1016/j.neucom.2025.131821_bib75) 2024 Shahriar (10.1016/j.neucom.2025.131821_bib9) 2022 Wang (10.1016/j.neucom.2025.131821_bib73) 2019 Kim (10.1016/j.neucom.2025.131821_bib31) 2022; 9 ŞAHiN (10.1016/j.neucom.2025.131821_bib15) 2025; 37 Obukhov (10.1016/j.neucom.2025.131821_bib50) 2020 Bateman (10.1016/j.neucom.2025.131821_bib34) 2014 Wu (10.1016/j.neucom.2025.131821_bib42) 2023; 15 |
| References_xml | – volume: 57 start-page: 36 year: 2024 ident: bib10 article-title: Artificial intelligence powered metaverse: analysis, challenges and future perspectives publication-title: Artif. Intell. Rev. – start-page: 185 year: 2019 end-page: 198 ident: bib27 article-title: What is the nature of illustration expertise? publication-title: Companion Illus., 1st ed – volume: 14 year: 2025 ident: bib57 article-title: Optimized active fuzzy deep federated learning for predicting autism spectrum disorder publication-title: Netw. Model. Anal. Health Inform. Bioinforma. – start-page: 102 year: 2020 end-page: 114 ident: bib50 article-title: Quality assessment method for GAN based on modified metrics inception score and Fréchet inception distance publication-title: Softw. Eng. Perspect. Intell. Syst – volume: 11 start-page: 20902 year: 2021 ident: bib3 article-title: Mapping the NFT revolution: market trends, trade networks, and visual features publication-title: Sci. Rep. – volume: 12 start-page: 1 year: 2022 end-page: 13 ident: bib4 article-title: Patents and intellectual property assets as non-fungible tokens; key technologies and challenges publication-title: Sci. Rep. – volume: 78 start-page: 24285 year: 2019 end-page: 24299 ident: bib68 article-title: An improved clustering algorithm based on finite Gaussian mixture model publication-title: Multimed. Tools Appl. – year: 2024 ident: bib7 article-title: Fundamentals of digital forensics: a guide to theory publication-title: Research and Applications – year: 2002 ident: bib39 article-title: Art and cognition: integrating the visual arts in the curriculum – volume: 15 start-page: 7573 year: 2023 ident: bib42 article-title: Critical factors and trends in NFT technology innovations publication-title: Sustainability – volume: 35 start-page: 2223 year: 2013 end-page: 2237 ident: bib63 article-title: Multi-exemplar affinity propagation publication-title: IEEE Trans. Pattern Anal. Mach. Intell. – start-page: 30 year: 2021 end-page: 41 ident: bib43 article-title: Next generation Blockchain-Based financial services publication-title: Euro-Par 2020 Parallel Process. Workshop – volume: 195 year: 2020 ident: bib53 article-title: A GAN-based image synthesis method for skin lesion classification publication-title: Comput. Methods Prog. Biomed. – volume: 52 start-page: 17990 year: 2022 end-page: 18029 ident: bib61 article-title: The water optimization algorithm: a novel metaheuristic for solving optimization problems publication-title: Appl. Intell. – volume: 6 start-page: 35 year: 2005 ident: bib74 article-title: Silhouette scores for assessment of SNP genotype clusters publication-title: BMC Genom. – reference: H.-J. Lim, S. Lee, M. Kim, W. LeeComparative analysis of security features and risks in digital asset wallets 14 Electronics2025, 2436(Accessed August 27, 2025) – volume: 24 start-page: 140 year: 2025 ident: bib12 article-title: Building a secure and efficient NFT marketplace: AI integration, lazy minting, and trustguard publication-title: Int. J. Inf. Secur – year: 1995 ident: bib25 article-title: Benton, pollock, and the politics of modernism: from regionalism to abstract expressionism – volume: 40 start-page: 38 year: 2023 end-page: 48 ident: bib29 article-title: Blockchain technology for creative industries: current state and research opportunities publication-title: Int. J. Res. Mark. – volume: 17 start-page: 395 year: 2007 end-page: 416 ident: bib65 article-title: A tutorial on spectral clustering publication-title: Stat. Comput. – volume: 114 start-page: 13 year: 2023 end-page: 25 ident: bib55 article-title: A review on generative adversarial networks for image generation publication-title: Comput. Graph – reference: NimaZaeim, NimaZaeim/NFT-AGE, (2025).(Accessed April 23, 2025 – reference: G.B. Meisner, The golden ratio: The divine beauty of mathematics, Race Point Publishing, 2018. (Accessed August 26, 2025) – volume: 1 start-page: 141 year: 1997 end-page: 182 ident: bib69 article-title: BIRCH: a new data clustering algorithm and its applications publication-title: Data Min. Knowl. Discov. – year: 2019 ident: bib73 article-title: An improved index for clustering validation based on silhouette index and Calinski-Harabasz index publication-title: in: IOP Conf. Ser. Mater. Sci. Eng. – year: 2024 ident: bib38 article-title: ViLanIoT: a visual language for improving Internet of things systems representation publication-title: J. Ind. Inf. Integr. – year: 2025 ident: bib1 article-title: Financial literacy, risk tolerance, and cryptocurrency ownership in the United States publication-title: J. Behav. Exp. Financ. – volume: 39 start-page: 626 year: 2025 end-page: 655 ident: bib45 article-title: NFTs and the financialization of art publication-title: Cult. Stud. – volume: 54 start-page: 2411 year: 2021 end-page: 2443 ident: bib16 article-title: A survey on parallel clustering algorithms for big data publication-title: Artif. Intell. Rev. – volume: 36 start-page: 1201 year: 2013 end-page: 1215 ident: bib64 article-title: Semi-supervised kernel mean shift clustering publication-title: IEEE Trans. Pattern Anal. Mach. Intell. – reference: A. Mohammadifar, H. Samadbin, A. Daliri, Accurate Autism Spectrum Disorder prediction using Support Vector Classifier based on Federated Learning (SVCFL), ArXiv Prepr. ArXiv231104606 (2023).(Accessed October 2, 2024) – volume: 29 start-page: 475 year: 1991 ident: bib37 article-title: In the balance: the art of norman rockwell and alex colville as discourses on the constitutions of the United States and Canada publication-title: Alta Rev. – volume: 9 start-page: 299 year: 2022 end-page: 314 ident: bib31 article-title: Exploring the role of User-Driven communities in NFT valuation: a case study of discord publication-title: J. Multimed. Inf. Syst. – volume: 12 start-page: 18330 year: 2024 end-page: 18357 ident: bib52 article-title: A review of generative adversarial networks (GANs) and its applications in a wide variety of disciplines: from medical to remote sensing publication-title: IEEE Access – year: 2024 ident: bib70 article-title: Equilateral active learning (EAL): a novel framework for predicting autism spectrum disorder based on active fuzzy federated learning publication-title: in: Artif. Intell. Soc. Comput – volume: 102 year: 2024 ident: bib58 article-title: Large-scale data classification based on the integrated fusion of fuzzy learning and graph neural network publication-title: Inf. Fusion – year: 2014 ident: bib34 article-title: Text and image: a critical introduction to the visual/verbal divide – volume: 28 start-page: 49 year: 1999 end-page: 60 ident: bib67 article-title: OPTICS: ordering points to identify the clustering structure publication-title: ACM SIGMOD Rec. – volume: 8 start-page: 80716 year: 2020 end-page: 80727 ident: bib72 article-title: Unsupervised K-means clustering algorithm publication-title: IEEE Access – start-page: 115 year: 2025 end-page: 161 ident: bib6 article-title: Blockchain architecture and development process publication-title: Foster. Mach. Learn. IoT Blockchain Technol – start-page: 949 year: 2020 end-page: 953 ident: bib66 article-title: DBSCAN clustering algorithm based on density publication-title: in: 2020 7th Int. Forum Electr. Eng. Autom. IFEEA – year: 2022 ident: bib8 article-title: Deep neural classification of darknet traffic publication-title: Front. Artif. Intell. Appl – year: 2024 ident: bib75 article-title: Vector result rate (VRR): a novel method for fraud detection in mobile payment systems publication-title: in: Artif. Intell. Soc. Comput – volume: 31 start-page: 4739 year: 2024 end-page: 4772 ident: bib54 article-title: A systematic review on generative adversarial network (GAN): challenges and future directions publication-title: Arch. Comput. Methods Eng. – volume: 12 start-page: 50 year: 2021 end-page: 56 ident: bib2 article-title: Introduction to NFTs: the future of digital collectibles publication-title: Int. J. Adv. Comput. Sci. Appl. – volume: 153 start-page: 198 year: 2022 end-page: 205 ident: bib32 article-title: Money, possessions, and ownership in the metaverse: NFTs, cryptocurrencies, Web3 and wild markets publication-title: J. Bus. Res. – start-page: 17 year: 1952 end-page: 46 ident: bib35 article-title: The modern system of the arts: a study in the history of aesthetics (II) publication-title: J. Hist. Ideas – volume: 25 start-page: 40 year: 2005 end-page: 51 ident: bib40 article-title: Depicting dynamics using principles of visual art and narrations publication-title: IEEE Comput. Graph. Appl. – volume: 12 start-page: 2769 year: 2022 ident: bib30 article-title: Quantifying NFT-driven networks in crypto art publication-title: Sci. Rep. – volume: 15 start-page: 141 year: 2006 end-page: 158 ident: bib33 article-title: Distinction through visual art publication-title: Cult. Trends – year: 2025 ident: bib56 article-title: Statistic deviation mode balancer (SDMB): a novel sampling algorithm for imbalanced data publication-title: Neurocomputing – year: 2024 ident: bib49 article-title: Deciphering the world of NFTs: a scholarly review of trends, challenges, and opportunities publication-title: Electron. Commer. Res. – start-page: 255 year: 2022 end-page: 259 ident: bib9 article-title: NFTGAN: Non-Fungible token art generation using generative adversarial networks publication-title: 2022 7th Int. Conf. Mach. Learn. Technol. ICMLT – volume: 1 start-page: 308 year: 2022 end-page: 314 ident: bib21 article-title: The analysis of the vision of the sermon: a comparative study on Gauguin’s relationship with symbolism and fauvism publication-title: J. Educ. Humanit. Soc. Sci. – volume: 18 start-page: 66:1 year: 2022 end-page: 66:22 ident: bib11 article-title: Understanding and creating art with AI: review and outlook publication-title: ACM Trans. Multimed. Comput. Commun. Appl. – volume: 2 start-page: 485 year: 2008 end-page: 502 ident: bib26 article-title: Cultural consumption in the fine and popular arts realms publication-title: Sociol. Compass – volume: 238 year: 2025 ident: bib13 article-title: Optimizing energy consumption for blockchain adoption through renewable energy sources publication-title: Renew. Energy – volume: 10 start-page: 47384 year: 2022 end-page: 47418 ident: bib46 article-title: Review of blockchain potential applications in the electricity sector and challenges for large scale adoption publication-title: IEEE Access – reference: W.J.-W. Tann, A. Vuputuri, E.-C. Chang, Projecting Non-Fungible Token (NFT) Collections: A Contextual Generative Approach,(2023).(Accessed March 8, 2024) – year: 1996 ident: bib28 article-title: Modern art in the common culture – volume: 24 start-page: 27 year: 2022 end-page: 33 ident: bib48 article-title: Virtual dimension—a primer to metaverse publication-title: IT Prof. – volume: 2022 year: 2022 ident: bib5 article-title: A deep Learning-Based programming and creation algorithm of NFT artwork publication-title: Mob. Inf. Syst. – reference: A. Palmer, Neoclassicism and Religious Art, in: Oxf. Res. Encycl. Relig., 2021.(Accessed August 26, 2025) – volume: 37 start-page: 859 year: 2025 end-page: 965 ident: bib15 article-title: Unlocking the black box: an in-depth review on interpretability, explainability, and reliability in deep learning publication-title: Neural Comput. Appl. – volume: 106 year: 2024 ident: bib59 article-title: Anchor-based multi-view subspace clustering with hierarchical feature descent publication-title: Inf. Fusion – start-page: 224 year: 1979 end-page: 227 ident: bib78 article-title: A cluster separation measure publication-title: IEEE Trans. Pattern Anal. Mach. Intell. – volume: 15 start-page: 2601 year: 2024 end-page: 2620 ident: bib60 article-title: Heptagonal reinforcement learning (HRL): a novel algorithm for early prevention of non-sinus cardiac arrhythmia publication-title: J. Ambient Intell. Humaniz. Comput. – volume: 46 start-page: 147 year: 2009 end-page: 154 ident: bib23 article-title: Evangelicals in the public square publication-title: Society – volume: 34 year: 2020 ident: bib62 article-title: Using metaheuristic algorithms to improve k-Means clustering: a comparative study publication-title: Rev. Intell. Artif. – reference: A. Daliri, K. Branch, M. Sheikha, K.K. Roudposhti, L. Branch, M. Alimoradi, J. Mohammadzadeh, Optimized Categorical Boosting for Gastric Cancer Classification using Heptagonal Reinforcement learning and the Water Optimization Algorithm, (n.d.).(Accessed March 6, 2025) – volume: 17 start-page: 107 year: 2001 end-page: 145 ident: bib79 article-title: On clustering validation techniques publication-title: J. Intell. Inf. Syst. – reference: A.J. Eddy, Cubists and Post-impressionism, AC McClurg & Company, 1914.(Accessed August 26, 2025) – reference: . – volume: 151 year: 2024 ident: bib41 article-title: The effects of non-fungible token platform affordances on customer loyalty: a Buyer–Creator duality perspective publication-title: Comput. Hum. Behav. – volume: 21 start-page: 1327 year: 2017 end-page: 1338 ident: bib76 article-title: Davies bouldin index based hierarchical initialization K-means publication-title: Intell. Data Anal. – reference: L.-H. Lee, Z. Lin, R. Hu, Z. Gong, A. Kumar, T. Li, S. Li, P. Hui, When creators meet the metaverse: A survey on computational arts, ArXiv Prepr. ArXiv211113486 (2021). – reference: N. Wolf, U. Grosenick, Expressionism, Taschen, 2004.(Accessed August 26, 2025) – volume: 244 year: 2024 ident: bib17 article-title: World Hyper-Heuristic: a novel reinforcement learning approach for dynamic exploration and exploitation publication-title: Expert Syst. Appl. – volume: 12 start-page: 3638 year: 2023 end-page: 3658 ident: bib47 article-title: Characterizing the initial and subsequent NFT sales market dynamics: perspectives from boom and slump periods publication-title: Ieee Access – reference: P. Virilio, The futurism of the instant: Stop-eject, Polity, 2010.(Accessed August 26, 2025) – year: 1995 ident: bib36 article-title: Artists, advertising, and the borders of art – ident: 10.1016/j.neucom.2025.131821_bib44 doi: 10.3390/electronics14122436 – year: 1995 ident: 10.1016/j.neucom.2025.131821_bib25 – volume: 17 start-page: 107 year: 2001 ident: 10.1016/j.neucom.2025.131821_bib79 article-title: On clustering validation techniques publication-title: J. Intell. Inf. Syst. doi: 10.1023/A:1012801612483 – volume: 11 start-page: 20902 year: 2021 ident: 10.1016/j.neucom.2025.131821_bib3 article-title: Mapping the NFT revolution: market trends, trade networks, and visual features publication-title: Sci. Rep. doi: 10.1038/s41598-021-00053-8 – year: 2025 ident: 10.1016/j.neucom.2025.131821_bib1 article-title: Financial literacy, risk tolerance, and cryptocurrency ownership in the United States publication-title: J. Behav. Exp. Financ. doi: 10.1016/j.jbef.2025.101060 – volume: 12 start-page: 1 year: 2022 ident: 10.1016/j.neucom.2025.131821_bib4 article-title: Patents and intellectual property assets as non-fungible tokens; key technologies and challenges publication-title: Sci. Rep. doi: 10.1038/s41598-022-05920-6 – year: 2024 ident: 10.1016/j.neucom.2025.131821_bib7 article-title: Fundamentals of digital forensics: a guide to theory – volume: 102 year: 2024 ident: 10.1016/j.neucom.2025.131821_bib58 article-title: Large-scale data classification based on the integrated fusion of fuzzy learning and graph neural network publication-title: Inf. Fusion doi: 10.1016/j.inffus.2023.102067 – year: 1995 ident: 10.1016/j.neucom.2025.131821_bib36 – volume: 2022 year: 2022 ident: 10.1016/j.neucom.2025.131821_bib5 article-title: A deep Learning-Based programming and creation algorithm of NFT artwork publication-title: Mob. Inf. Syst. – start-page: 17 year: 1952 ident: 10.1016/j.neucom.2025.131821_bib35 article-title: The modern system of the arts: a study in the history of aesthetics (II) publication-title: J. Hist. Ideas doi: 10.2307/2707724 – ident: 10.1016/j.neucom.2025.131821_bib19 doi: 10.1093/acrefore/9780199340378.013.903 – volume: 21 start-page: 1327 year: 2017 ident: 10.1016/j.neucom.2025.131821_bib76 article-title: Davies bouldin index based hierarchical initialization K-means publication-title: Intell. Data Anal. doi: 10.3233/IDA-163129 – year: 2002 ident: 10.1016/j.neucom.2025.131821_bib39 – year: 2024 ident: 10.1016/j.neucom.2025.131821_bib38 article-title: ViLanIoT: a visual language for improving Internet of things systems representation publication-title: J. Ind. Inf. Integr. – volume: 106 year: 2024 ident: 10.1016/j.neucom.2025.131821_bib59 article-title: Anchor-based multi-view subspace clustering with hierarchical feature descent publication-title: Inf. Fusion doi: 10.1016/j.inffus.2024.102225 – volume: 12 start-page: 50 year: 2021 ident: 10.1016/j.neucom.2025.131821_bib2 article-title: Introduction to NFTs: the future of digital collectibles publication-title: Int. J. Adv. Comput. Sci. Appl. – start-page: 30 year: 2021 ident: 10.1016/j.neucom.2025.131821_bib43 article-title: Next generation Blockchain-Based financial services – year: 2024 ident: 10.1016/j.neucom.2025.131821_bib70 article-title: Equilateral active learning (EAL): a novel framework for predicting autism spectrum disorder based on active fuzzy federated learning – volume: 244 year: 2024 ident: 10.1016/j.neucom.2025.131821_bib17 article-title: World Hyper-Heuristic: a novel reinforcement learning approach for dynamic exploration and exploitation publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2023.122931 – volume: 15 start-page: 141 year: 2006 ident: 10.1016/j.neucom.2025.131821_bib33 article-title: Distinction through visual art publication-title: Cult. Trends doi: 10.1080/09548960600712942 – volume: 1 start-page: 308 year: 2022 ident: 10.1016/j.neucom.2025.131821_bib21 article-title: The analysis of the vision of the sermon: a comparative study on Gauguin’s relationship with symbolism and fauvism publication-title: J. Educ. Humanit. Soc. Sci. – volume: 17 start-page: 395 year: 2007 ident: 10.1016/j.neucom.2025.131821_bib65 article-title: A tutorial on spectral clustering publication-title: Stat. Comput. doi: 10.1007/s11222-007-9033-z – start-page: 255 year: 2022 ident: 10.1016/j.neucom.2025.131821_bib9 article-title: NFTGAN: Non-Fungible token art generation using generative adversarial networks – volume: 36 start-page: 1201 year: 2013 ident: 10.1016/j.neucom.2025.131821_bib64 article-title: Semi-supervised kernel mean shift clustering publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/TPAMI.2013.190 – ident: 10.1016/j.neucom.2025.131821_bib71 – volume: 57 start-page: 36 year: 2024 ident: 10.1016/j.neucom.2025.131821_bib10 article-title: Artificial intelligence powered metaverse: analysis, challenges and future perspectives publication-title: Artif. Intell. Rev. doi: 10.1007/s10462-023-10641-x – volume: 238 year: 2025 ident: 10.1016/j.neucom.2025.131821_bib13 article-title: Optimizing energy consumption for blockchain adoption through renewable energy sources publication-title: Renew. Energy doi: 10.1016/j.renene.2024.121936 – volume: 34 year: 2020 ident: 10.1016/j.neucom.2025.131821_bib62 article-title: Using metaheuristic algorithms to improve k-Means clustering: a comparative study publication-title: Rev. Intell. Artif. – volume: 28 start-page: 49 year: 1999 ident: 10.1016/j.neucom.2025.131821_bib67 article-title: OPTICS: ordering points to identify the clustering structure publication-title: ACM SIGMOD Rec. doi: 10.1145/304181.304187 – volume: 6 start-page: 35 year: 2005 ident: 10.1016/j.neucom.2025.131821_bib74 article-title: Silhouette scores for assessment of SNP genotype clusters publication-title: BMC Genom. doi: 10.1186/1471-2164-6-35 – volume: 114 start-page: 13 year: 2023 ident: 10.1016/j.neucom.2025.131821_bib55 article-title: A review on generative adversarial networks for image generation publication-title: Comput. Graph doi: 10.1016/j.cag.2023.05.010 – year: 2025 ident: 10.1016/j.neucom.2025.131821_bib56 article-title: Statistic deviation mode balancer (SDMB): a novel sampling algorithm for imbalanced data publication-title: Neurocomputing doi: 10.1016/j.neucom.2025.129484 – volume: 35 start-page: 2223 year: 2013 ident: 10.1016/j.neucom.2025.131821_bib63 article-title: Multi-exemplar affinity propagation publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/TPAMI.2013.28 – year: 2024 ident: 10.1016/j.neucom.2025.131821_bib49 article-title: Deciphering the world of NFTs: a scholarly review of trends, challenges, and opportunities publication-title: Electron. Commer. Res. doi: 10.1007/s10660-024-09900-y – ident: 10.1016/j.neucom.2025.131821_bib22 – start-page: 949 year: 2020 ident: 10.1016/j.neucom.2025.131821_bib66 article-title: DBSCAN clustering algorithm based on density – volume: 1 start-page: 141 year: 1997 ident: 10.1016/j.neucom.2025.131821_bib69 article-title: BIRCH: a new data clustering algorithm and its applications publication-title: Data Min. Knowl. Discov. doi: 10.1023/A:1009783824328 – volume: 25 start-page: 40 year: 2005 ident: 10.1016/j.neucom.2025.131821_bib40 article-title: Depicting dynamics using principles of visual art and narrations publication-title: IEEE Comput. Graph. Appl. doi: 10.1109/MCG.2005.53 – volume: 37 start-page: 859 year: 2025 ident: 10.1016/j.neucom.2025.131821_bib15 article-title: Unlocking the black box: an in-depth review on interpretability, explainability, and reliability in deep learning publication-title: Neural Comput. Appl. doi: 10.1007/s00521-024-10437-2 – volume: 195 year: 2020 ident: 10.1016/j.neucom.2025.131821_bib53 article-title: A GAN-based image synthesis method for skin lesion classification publication-title: Comput. Methods Prog. Biomed. doi: 10.1016/j.cmpb.2020.105568 – start-page: 102 year: 2020 ident: 10.1016/j.neucom.2025.131821_bib50 article-title: Quality assessment method for GAN based on modified metrics inception score and Fréchet inception distance – volume: 29 start-page: 475 year: 1991 ident: 10.1016/j.neucom.2025.131821_bib37 article-title: In the balance: the art of norman rockwell and alex colville as discourses on the constitutions of the United States and Canada publication-title: Alta Rev. – volume: 78 start-page: 24285 year: 2019 ident: 10.1016/j.neucom.2025.131821_bib68 article-title: An improved clustering algorithm based on finite Gaussian mixture model publication-title: Multimed. Tools Appl. doi: 10.1007/s11042-018-6988-z – year: 2022 ident: 10.1016/j.neucom.2025.131821_bib8 article-title: Deep neural classification of darknet traffic – year: 1996 ident: 10.1016/j.neucom.2025.131821_bib28 – volume: 12 start-page: 2769 year: 2022 ident: 10.1016/j.neucom.2025.131821_bib30 article-title: Quantifying NFT-driven networks in crypto art publication-title: Sci. Rep. doi: 10.1038/s41598-022-05146-6 – volume: 151 year: 2024 ident: 10.1016/j.neucom.2025.131821_bib41 article-title: The effects of non-fungible token platform affordances on customer loyalty: a Buyer–Creator duality perspective publication-title: Comput. Hum. Behav. doi: 10.1016/j.chb.2023.108013 – volume: 40 start-page: 38 year: 2023 ident: 10.1016/j.neucom.2025.131821_bib29 article-title: Blockchain technology for creative industries: current state and research opportunities publication-title: Int. J. Res. Mark. doi: 10.1016/j.ijresmar.2022.07.004 – ident: 10.1016/j.neucom.2025.131821_bib51 – volume: 8 start-page: 80716 year: 2020 ident: 10.1016/j.neucom.2025.131821_bib72 article-title: Unsupervised K-means clustering algorithm publication-title: IEEE Access doi: 10.1109/ACCESS.2020.2988796 – year: 2024 ident: 10.1016/j.neucom.2025.131821_bib75 article-title: Vector result rate (VRR): a novel method for fraud detection in mobile payment systems – volume: 24 start-page: 140 year: 2025 ident: 10.1016/j.neucom.2025.131821_bib12 article-title: Building a secure and efficient NFT marketplace: AI integration, lazy minting, and trustguard publication-title: Int. J. Inf. Secur doi: 10.1007/s10207-025-01056-6 – volume: 54 start-page: 2411 year: 2021 ident: 10.1016/j.neucom.2025.131821_bib16 article-title: A survey on parallel clustering algorithms for big data publication-title: Artif. Intell. Rev. doi: 10.1007/s10462-020-09918-2 – ident: 10.1016/j.neucom.2025.131821_bib80 – volume: 24 start-page: 27 year: 2022 ident: 10.1016/j.neucom.2025.131821_bib48 article-title: Virtual dimension—a primer to metaverse publication-title: IT Prof. doi: 10.1109/MITP.2022.3203820 – volume: 39 start-page: 626 year: 2025 ident: 10.1016/j.neucom.2025.131821_bib45 article-title: NFTs and the financialization of art publication-title: Cult. Stud. doi: 10.1080/09502386.2024.2329873 – volume: 15 start-page: 2601 year: 2024 ident: 10.1016/j.neucom.2025.131821_bib60 article-title: Heptagonal reinforcement learning (HRL): a novel algorithm for early prevention of non-sinus cardiac arrhythmia publication-title: J. Ambient Intell. Humaniz. Comput. doi: 10.1007/s12652-024-04776-0 – ident: 10.1016/j.neucom.2025.131821_bib77 – start-page: 224 year: 1979 ident: 10.1016/j.neucom.2025.131821_bib78 article-title: A cluster separation measure publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/TPAMI.1979.4766909 – volume: 9 start-page: 299 year: 2022 ident: 10.1016/j.neucom.2025.131821_bib31 article-title: Exploring the role of User-Driven communities in NFT valuation: a case study of discord publication-title: J. Multimed. Inf. Syst. doi: 10.33851/JMIS.2022.9.4.299 – volume: 12 start-page: 3638 year: 2023 ident: 10.1016/j.neucom.2025.131821_bib47 article-title: Characterizing the initial and subsequent NFT sales market dynamics: perspectives from boom and slump periods publication-title: Ieee Access doi: 10.1109/ACCESS.2023.3333897 – volume: 15 start-page: 7573 year: 2023 ident: 10.1016/j.neucom.2025.131821_bib42 article-title: Critical factors and trends in NFT technology innovations publication-title: Sustainability doi: 10.3390/su15097573 – volume: 14 year: 2025 ident: 10.1016/j.neucom.2025.131821_bib57 article-title: Optimized active fuzzy deep federated learning for predicting autism spectrum disorder publication-title: Netw. Model. Anal. Health Inform. Bioinforma. doi: 10.1007/s13721-025-00523-3 – volume: 18 start-page: 66:1 year: 2022 ident: 10.1016/j.neucom.2025.131821_bib11 article-title: Understanding and creating art with AI: review and outlook publication-title: ACM Trans. Multimed. Comput. Commun. Appl. doi: 10.1145/3475799 – volume: 46 start-page: 147 year: 2009 ident: 10.1016/j.neucom.2025.131821_bib23 article-title: Evangelicals in the public square publication-title: Society doi: 10.1007/s12115-008-9176-3 – volume: 31 start-page: 4739 year: 2024 ident: 10.1016/j.neucom.2025.131821_bib54 article-title: A systematic review on generative adversarial network (GAN): challenges and future directions publication-title: Arch. Comput. Methods Eng. doi: 10.1007/s11831-024-10119-1 – volume: 10 start-page: 47384 year: 2022 ident: 10.1016/j.neucom.2025.131821_bib46 article-title: Review of blockchain potential applications in the electricity sector and challenges for large scale adoption publication-title: IEEE Access doi: 10.1109/ACCESS.2022.3171227 – start-page: 115 year: 2025 ident: 10.1016/j.neucom.2025.131821_bib6 article-title: Blockchain architecture and development process – start-page: 185 year: 2019 ident: 10.1016/j.neucom.2025.131821_bib27 article-title: What is the nature of illustration expertise? – ident: 10.1016/j.neucom.2025.131821_bib18 – ident: 10.1016/j.neucom.2025.131821_bib14 – ident: 10.1016/j.neucom.2025.131821_bib20 – volume: 2 start-page: 485 year: 2008 ident: 10.1016/j.neucom.2025.131821_bib26 article-title: Cultural consumption in the fine and popular arts realms publication-title: Sociol. Compass doi: 10.1111/j.1751-9020.2008.00101.x – volume: 12 start-page: 18330 year: 2024 ident: 10.1016/j.neucom.2025.131821_bib52 article-title: A review of generative adversarial networks (GANs) and its applications in a wide variety of disciplines: from medical to remote sensing publication-title: IEEE Access doi: 10.1109/ACCESS.2023.3346273 – year: 2019 ident: 10.1016/j.neucom.2025.131821_bib73 article-title: An improved index for clustering validation based on silhouette index and Calinski-Harabasz index – ident: 10.1016/j.neucom.2025.131821_bib24 – volume: 153 start-page: 198 year: 2022 ident: 10.1016/j.neucom.2025.131821_bib32 article-title: Money, possessions, and ownership in the metaverse: NFTs, cryptocurrencies, Web3 and wild markets publication-title: J. Bus. Res. doi: 10.1016/j.jbusres.2022.08.031 – volume: 52 start-page: 17990 year: 2022 ident: 10.1016/j.neucom.2025.131821_bib61 article-title: The water optimization algorithm: a novel metaheuristic for solving optimization problems publication-title: Appl. Intell. doi: 10.1007/s10489-022-03397-4 – year: 2014 ident: 10.1016/j.neucom.2025.131821_bib34 |
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