{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T15:50:41Z","timestamp":1759333841557,"version":"build-2065373602"},"reference-count":62,"publisher":"Springer Science and Business Media LLC","issue":"29","license":[{"start":{"date-parts":[[2024,12,10]],"date-time":"2024-12-10T00:00:00Z","timestamp":1733788800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,12,10]],"date-time":"2024-12-10T00:00:00Z","timestamp":1733788800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1007\/s00521-024-10584-6","type":"journal-article","created":{"date-parts":[[2024,12,10]],"date-time":"2024-12-10T09:44:36Z","timestamp":1733823876000},"page":"23739-23771","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Development of a model for the study and measurement of consciousness in artificial cognitive systems based on the integrated information theory"],"prefix":"10.1007","volume":"37","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6033-0031","authenticated-orcid":false,"given":"Luz Enith","family":"Guerrero","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8072-9130","authenticated-orcid":false,"given":"Jeferson","family":"Arango-L\u00f3pez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2878-8229","authenticated-orcid":false,"given":"Luis Fernando","family":"Castillo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0816-1445","authenticated-orcid":false,"given":"Fernando","family":"Moreira","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,12,10]]},"reference":[{"issue":"1","key":"10584_CR1","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1186\/1471-2202-5-42","volume":"5","author":"G Tononi","year":"2004","unstructured":"Tononi G (2004) An information integration theory of consciousness. BMC Neurosci 5(1):42","journal-title":"BMC Neurosci"},{"issue":"7","key":"10584_CR2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1006343","volume":"14","author":"WGP Mayner","year":"2018","unstructured":"Mayner WGP, Marshall W, Albantakis L, Findlay G, Marchman R, Tononi G (2018) PyPhi: A toolbox for integrated information theory. PLoS Comput Biol 14(7):e1006343","journal-title":"PLoS Comput Biol"},{"key":"10584_CR3","volume-title":"Matter and consciousness","author":"P Churchland","year":"2013","unstructured":"Churchland P (2013) Matter and consciousness. The MIT Press, Cambrigde"},{"key":"10584_CR4","volume-title":"Astonishing hypothesis: the scientific search for the Soul","author":"F Crick","year":"1995","unstructured":"Crick F (1995) Astonishing hypothesis: the scientific search for the Soul. Scribner Reprint Edition, New York"},{"key":"10584_CR5","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780195106466.001.0001","volume-title":"Shadows of the mind: a searchfor the missing science of consciousness","author":"R Penrose","year":"1996","unstructured":"Penrose R (1996) Shadows of the mind: a searchfor the missing science of consciousness. Oxford University Press, New York. https:\/\/doi.org\/10.1093\/oso\/9780195106466.001.0001"},{"key":"10584_CR6","volume-title":"Bright air","author":"GM Edelman","year":"1992","unstructured":"Edelman GM (1992) Bright air. Basic Books, Brilliant Fire"},{"key":"10584_CR7","unstructured":"Dennett D (1991) Consciousness explained: Penguin Books"},{"issue":"5","key":"10584_CR8","doi-asserted-by":"publisher","first-page":"e1003588","DOI":"10.1371\/journal.pcbi.1003588","volume":"10","author":"M Oizumi","year":"2014","unstructured":"Oizumi M, Albantakis L, Tononi G (2014) From the phenomenology to the mechanisms of consciousness: integrated information theory 3.0. PLoS Comput Biol 10(5):e1003588. https:\/\/doi.org\/10.1371\/journal.pcbi.1003588","journal-title":"PLoS Comput Biol"},{"key":"10584_CR9","doi-asserted-by":"publisher","first-page":"4164","DOI":"10.4249\/scholarpedia.4164","volume":"10","author":"G Tononi","year":"2015","unstructured":"Tononi G (2015) Integrated information theory. Scholarpedia 10:4164","journal-title":"Scholarpedia"},{"key":"10584_CR10","doi-asserted-by":"publisher","first-page":"173","DOI":"10.3390\/e20030173","volume":"20","author":"J Kitazono","year":"2018","unstructured":"Kitazono J, Kanai R, Oizumi M (2018) Efficient algorithms for searching the minimum information partition in integrated information theory. Entropy 20:173","journal-title":"Entropy"},{"key":"10584_CR11","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2014.00063","author":"A Barrett","year":"2014","unstructured":"Barrett A (2014) An integration of integrated information theory with fundamental physics. Frontiers Psychol. https:\/\/doi.org\/10.3389\/fpsyg.2014.00063","journal-title":"Frontiers Psychol"},{"key":"10584_CR12","doi-asserted-by":"publisher","first-page":"2228","DOI":"10.1126\/science.1117256","volume":"309","author":"M Massimini","year":"2005","unstructured":"Massimini M, Ferrarelli F, Huber R, Esser SK, Singh H, Tononi G (2005) Breakdown of cortical effective connectivity during sleep. Science 309:2228\u20132232","journal-title":"Science"},{"issue":"198","key":"10584_CR13","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1126\/scitranslmed.3006294","volume":"5","author":"A Casali","year":"2013","unstructured":"Casali A, Grosseries O, Rosanova M, Boly M, Sarasso S, Casali K, Casarotto S, Bruno M, Laureys S, Tononi G, Massimini M (2013) A theoretically based index of consciousness independent of sensory processing and behavior. Sci Trans Med 5(198):10","journal-title":"Sci Trans Med"},{"key":"10584_CR14","doi-asserted-by":"publisher","DOI":"10.1007\/s41109-16-0018-8","author":"XD Arsiwalla","year":"2016","unstructured":"Arsiwalla XD, Verschure PFMJ (2016) The global dynamical complexity of the human brain network. Appl Netw Sci. https:\/\/doi.org\/10.1007\/s41109-16-0018-8","journal-title":"Appl Netw Sci"},{"key":"10584_CR15","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/4660.001.0001","volume-title":"The MIT enciclopedia of cognitive sciences (MITECS)","author":"R Wilson","year":"1999","unstructured":"Wilson R, Keil F (1999) The MIT enciclopedia of cognitive sciences (MITECS). The MIT Press, Cambridge"},{"issue":"6","key":"10584_CR16","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1109\/MSPEC.2008.4531463","volume":"45","author":"C Koch","year":"2008","unstructured":"Koch C, Tononi G (2008) Can machines be conscious? IEEE Spectr 45(6):55\u201359. https:\/\/doi.org\/10.1109\/MSPEC.2008.4531463","journal-title":"IEEE Spectr"},{"key":"10584_CR17","unstructured":"Arrabales R (2011) Evaluation and development of consciousness in artificial cognitive systems"},{"key":"10584_CR18","unstructured":"Rend\u00f3n SM, Giraldo BS, De Mej\u00eda FR (2020) Sistema computacional para el entrenamiento cognitivo en adulto mayor (caso:fluidez verbal),\u201d Universidad Aut\u00f3noma de Manizales"},{"key":"10584_CR19","unstructured":"Manzotti R A physicalist causally oriented foundation for a conscious machine based on the spread mind"},{"key":"10584_CR20","doi-asserted-by":"crossref","unstructured":"Ivancevic VG, Ivancevic TT (2007) Introduction: human and computational mind, studies in computational intelligence (SCI),\u201d computational mind: a complex dynamics perspective, pp. 1\u2013269, Berlin: Springer-Verlag","DOI":"10.1007\/978-3-540-71561-0_1"},{"issue":"1","key":"10584_CR21","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1111\/j.1747-9991.2006.00008.x","volume":"1","author":"U Kriegel","year":"2006","unstructured":"Kriegel U (2006) Consciousness, theories of. Philos Compass 1(1):58\u201364","journal-title":"Philos Compass"},{"key":"10584_CR22","first-page":"19","volume":"2","author":"DJ Chalmers","year":"1995","unstructured":"Chalmers DJ (1995) Facing up to the problem of consciousness. J Conscious Stud 2:19","journal-title":"J Conscious Stud"},{"key":"10584_CR23","doi-asserted-by":"publisher","first-page":"238","DOI":"10.1016\/j.chaos.2015.03.014","volume":"76","author":"M Tegmark","year":"2015","unstructured":"Tegmark M (2015) Consciousness as a state of matter. Chaos Solitons Fractals 76:238\u2013270","journal-title":"Chaos Solitons Fractals"},{"issue":"3","key":"10584_CR24","doi-asserted-by":"publisher","first-page":"807","DOI":"10.1016\/j.concog.2011.02.010","volume":"20","author":"T Fekete","year":"2011","unstructured":"Fekete T, Edelman S (2011) Towards a computational theory of experience. Conscious Cognit 20(3):807\u2013827. https:\/\/doi.org\/10.1016\/j.concog.2011.02.010","journal-title":"Conscious Cognit"},{"key":"10584_CR25","first-page":"429","volume":"4","author":"V Ramachandran","year":"1998","unstructured":"Ramachandran V, Hirstein W (1998) Three laws of qualia: What neurology tells us about the biological functions of consciousness. J Conscious Stud 4:429\u2013457","journal-title":"J Conscious Stud"},{"issue":"5","key":"10584_CR26","doi-asserted-by":"publisher","first-page":"307","DOI":"10.1038\/nrn.2016.22","volume":"17","author":"C Koch","year":"2016","unstructured":"Koch C, Massimini M, Boly M, Tononi G (2016) Neural correlates of consciousness: progress and problems. Nat Rev Neurosci 17(5):307\u2013321. https:\/\/doi.org\/10.1038\/nrn.2016.22","journal-title":"Nat Rev Neurosci"},{"issue":"3","key":"10584_CR27","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1053\/j.semperi.2010.02.004","volume":"34","author":"H Lagercrantz","year":"2010","unstructured":"Lagercrantz H, Changeux JP (2010) Basic consciousness of the newborn. Semin Perinatol 34(3):201\u2013206","journal-title":"Semin Perinatol"},{"key":"10584_CR28","doi-asserted-by":"publisher","first-page":"1044","DOI":"10.3389\/fpsyg.2016.01044","volume":"7","author":"SB Fink","year":"2016","unstructured":"Fink SB (2016) A deeper look at the \u201cNeural Correlate of Consciousness.\u201d Front Psychol 7:1044\u20131044","journal-title":"Front Psychol"},{"issue":"10","key":"10584_CR29","doi-asserted-by":"publisher","first-page":"e1011465","DOI":"10.1371\/journal.pcbi.1011465","volume":"19","author":"L Albantakis","year":"2023","unstructured":"Albantakis L, Barbosa L, Findlay G, Grasso M, Haun AM, Marshall W, Mayner WGP, Zaeemzadeh A, Boly M, Juel BE, Sasai S, Fujii K, David I, Hendren J, Lang JP, Tononi G (2023) Integrated information theory (IIT) 4.0: formulating the properties of phenomenal existence in physical terms. PLOS Comput Biol 19(10):e1011465. https:\/\/doi.org\/10.1371\/journal.pcbi.1011465","journal-title":"PLOS Comput Biol"},{"issue":"6","key":"10584_CR30","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1000091","volume":"4","author":"D Balduzzi","year":"2008","unstructured":"Balduzzi D, Tononi G (2008) Integrated information in discrete dynamical systems: motivation and theoretical framework. PLoS Comput Biol 4(6):e1000091","journal-title":"PLoS Comput Biol"},{"issue":"1668","key":"10584_CR31","doi-asserted-by":"publisher","first-page":"20140167","DOI":"10.1098\/rstb.2014.0167","volume":"370","author":"G Tononi","year":"2015","unstructured":"Tononi G, Koch C (2015) Consciousness: here, there and everywhere? Philos Trans Royal Soc B Biol Sci 370(1668):20140167. https:\/\/doi.org\/10.1098\/rstb.2014.0167","journal-title":"Philos Trans Royal Soc B Biol Sci"},{"issue":"3","key":"10584_CR32","doi-asserted-by":"publisher","first-page":"216","DOI":"10.2307\/25470707","volume":"215","author":"G Tononi","year":"2008","unstructured":"Tononi G (2008) Consciousness as integrated information: a provisional manifesto. Biol Bull 215(3):216\u2013242","journal-title":"Biol Bull"},{"issue":"9","key":"10584_CR33","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0201126","volume":"13","author":"S Hidaka","year":"2018","unstructured":"Hidaka S, Oizumi M (2018) Fast and exact search for the partition with minimal information loss. PLoS ONE 13(9):e0201126","journal-title":"PLoS ONE"},{"issue":"11","key":"10584_CR34","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1005123","volume":"12","author":"M Tegmark","year":"2016","unstructured":"Tegmark M (2016) Improved measures of integrated information. PLoS Comput Biol 12(11):e1005123","journal-title":"PLoS Comput Biol"},{"issue":"2","key":"10584_CR35","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1006807","volume":"15","author":"D Toker","year":"2019","unstructured":"Toker D, Sommer FT (2019) Information integration in large brain networks. PLoS Comput Biol 15(2):e1006807","journal-title":"PLoS Comput Biol"},{"issue":"1","key":"10584_CR36","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1001052","volume":"7","author":"A Barrett","year":"2011","unstructured":"Barrett A, Seth AK (2011) Practical measures of integrated information for time-series data. PLoS Comput Biol 7(1):e1001052","journal-title":"PLoS Comput Biol"},{"key":"10584_CR37","doi-asserted-by":"crossref","unstructured":"Griffith V, Koch C (2014) Quantifying synergistic mutual information,\u201d guided self-organization: inception, M. Prokopenko, eds, Berlin, Heidelberg: Springer Berlin Heidelberg","DOI":"10.1007\/978-3-642-53734-9_6"},{"key":"10584_CR38","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-809324-5.05918-6","volume-title":"Reference module in neuroscience and biobehavioral psychology","author":"D Gamez","year":"2017","unstructured":"Gamez D, Holland O (2017) Artificial intelligence and consciousness. Reference module in neuroscience and biobehavioral psychology. Elsevier. https:\/\/doi.org\/10.1016\/B978-0-12-809324-5.05918-6"},{"issue":"3","key":"10584_CR39","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1017\/S0140525X00005756","volume":"3","author":"JR Searle","year":"1980","unstructured":"Searle JR (1980) Minds, brains, and programs. Behav Brain Sci 3(3):417\u2013424","journal-title":"Behav Brain Sci"},{"key":"10584_CR40","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2019.01535","author":"E Hildt","year":"2019","unstructured":"Hildt E (2019) Artificial intelligence: does consciousness matter? Frontiers Psychol. https:\/\/doi.org\/10.3389\/fpsyg.2019.01535","journal-title":"Frontiers Psychol"},{"issue":"01","key":"10584_CR41","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1142\/S2705078520300017","volume":"07","author":"D Gamez","year":"2020","unstructured":"Gamez D (2020) The relationships between intelligence and consciousness in natural and artificial systems. J Artific Intell Conscious 07(01):51\u201362","journal-title":"J Artific Intell Conscious"},{"issue":"7\u20138","key":"10584_CR42","doi-asserted-by":"publisher","first-page":"1800081","DOI":"10.1002\/qute.201800081","volume":"2","author":"G Wendin","year":"2019","unstructured":"Wendin G (2019) Can biological quantum networks solve NP-Hard problems? Adv Quantum Technol 2(7\u20138):1800081","journal-title":"Adv Quantum Technol"},{"key":"10584_CR43","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511819346","volume-title":"The quest for artificial intelligence","author":"NJ Nilsson","year":"2009","unstructured":"Nilsson NJ (2009) The quest for artificial intelligence. Cambridge University Press, Cambridge"},{"issue":"2","key":"10584_CR44","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1017\/S0140525X00038188","volume":"18","author":"N Block","year":"1995","unstructured":"Block N (1995) On a confusion about a function of consciousness. Behav Brain Sci 18(2):227\u2013247. https:\/\/doi.org\/10.1017\/S0140525X00038188","journal-title":"Behav Brain Sci"},{"key":"10584_CR45","unstructured":"Arrabales R, Ledezma A, Sanchis A ConsScale: a pragmatic scale for measuring the level of consciousness in artificial agents"},{"key":"10584_CR46","volume-title":"A cognitive theory of consciousness","author":"BJ Baars","year":"1993","unstructured":"Baars BJ (1993) A cognitive theory of consciousness. Cambridge University Press, Cambridge"},{"key":"10584_CR47","doi-asserted-by":"crossref","unstructured":"Kanade V (2020) A Hybrid Evolutionary Algorithm for Evolving a Conscious Machine pp. 1045\u20131054","DOI":"10.1007\/978-3-030-16660-1_102"},{"key":"10584_CR48","doi-asserted-by":"crossref","unstructured":"Chandra R (2017) Towards an affective computational model for\u00a0machine consciousness,\u201d neural information processing, lecture notes in computer science, pp. 897\u2013907","DOI":"10.1007\/978-3-319-70139-4_91"},{"issue":"2","key":"10584_CR49","doi-asserted-by":"publisher","first-page":"365","DOI":"10.1348\/026151008X314919","volume":"27","author":"S Bezdjian","year":"2009","unstructured":"Bezdjian S, Baker LA, Lozano DI, Raine A (2009) Assessing inattention and impulsivity in children during the Go\/NoGo task. Br J Dev Psychol 27(2):365\u2013383","journal-title":"Br J Dev Psychol"},{"key":"10584_CR50","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.neurobiolaging.2023.07.004","volume":"131","author":"CJ Hanley","year":"2023","unstructured":"Hanley CJ, Burns N, Thomas HR, Marstaller L, Burianov\u00e1 H (2023) The effects of age bias on neural correlates of successful and unsuccessful response inhibition in younger and older adults. Neurobiol Aging 131:1\u201310. https:\/\/doi.org\/10.1016\/j.neurobiolaging.2023.07.004","journal-title":"Neurobiol Aging"},{"issue":"6","key":"10584_CR51","doi-asserted-by":"publisher","first-page":"609","DOI":"10.3390\/e22060609","volume":"22","author":"J Kleiner","year":"2020","unstructured":"Kleiner J (2020) Mathematical models of consciousness. Entropy 22(6):609. https:\/\/doi.org\/10.3390\/e22060609","journal-title":"Entropy"},{"key":"10584_CR52","first-page":"2017","volume":"1","author":"S Krohn","year":"2017","unstructured":"Krohn S, Ostwald D (2017) Computing integrated information. Neurosci Conscious 1:2017","journal-title":"Neurosci Conscious"},{"key":"10584_CR53","doi-asserted-by":"crossref","unstructured":"Patnaik LM, Kallimani JS (2017) Promises and limitations of conscious machines,\u201d Self, Culture and Consciousness: Interdisciplinary Convergences on Knowing and Being, Menon S, Nagaraj N and Binoy VV, eds., pp. 79\u201392, Singapore: Springer Singapore","DOI":"10.1007\/978-981-10-5777-9_5"},{"key":"10584_CR54","unstructured":"Huhns M, Singh M (1997) Readings in agents: Morgan Kaufmann Publishers Inc., 1997"},{"key":"10584_CR55","doi-asserted-by":"crossref","unstructured":"Wooldridge M, Rao AE (1999) Foudations of Rational Agency Kluwer Academic publishers","DOI":"10.1007\/978-94-015-9204-8"},{"key":"10584_CR56","unstructured":"Wooldridge M (2002) An introduction to multiagent systems"},{"key":"10584_CR57","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/B978-012373873-8.00004-9","volume-title":"Encyclopedia of consciousness","author":"O Holland","year":"2009","unstructured":"Holland O, Gamez D (2009) Artificial intelligence and consciousness. Encyclopedia of consciousness. Elsevier, pp 37\u201345. https:\/\/doi.org\/10.1016\/B978-012373873-8.00004-9"},{"key":"10584_CR58","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2018.02208","author":"PD Gajewski","year":"2018","unstructured":"Gajewski PD, Hanisch E, Falkenstein M, Th\u00f6nes S, Wascher E (2018) What does the n-back task measure as we get older? Relations between working-memory measures and other cognitive functions across the lifespan. Frontiers Psychol. https:\/\/doi.org\/10.3389\/fpsyg.2018.02208","journal-title":"Frontiers Psychol"},{"key":"10584_CR59","first-page":"27","volume":"26","author":"C Ramos-Galarza","year":"2017","unstructured":"Ramos-Galarza C, Jad\u00e1n-Guerrero J, Ramos D, Bola\u00f1os M, Ramos V (2017) Evaluaci\u00f3n Neuropsicol\u00f3gica Del Control Inhibitorio Y El Control De La Interferencia: Validaci\u00f3n De Tareas Experimentales En El Contexto Ecuatoriano. Revista Ecuatoriana de Neurolog\u00eda 26:27\u201334","journal-title":"Revista Ecuatoriana de Neurolog\u00eda"},{"issue":"6","key":"10584_CR60","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1016\/j.tics.2016.03.009","volume":"20","author":"T Bayne","year":"2016","unstructured":"Bayne T, Hohwy J, Owen AM (2016) Are there levels of consciousness? Trends Cogn Sci 20(6):405\u2013413","journal-title":"Trends Cogn Sci"},{"key":"10584_CR61","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1016\/j.bica.2016.07.009","volume":"17","author":"JA Reggia","year":"2016","unstructured":"Reggia JA, Katz G, Huang D-W (2016) What are the computational correlates of consciousness? Biol Inspir Cognit Archit 17:101\u2013113. https:\/\/doi.org\/10.1016\/j.bica.2016.07.009","journal-title":"Biol Inspir Cognit Archit"},{"key":"10584_CR62","volume-title":"The cognitive approach to conscious machines","author":"PO Haikonen","year":"2015","unstructured":"Haikonen PO (2015) The cognitive approach to conscious machines. Imprint Academic, Exeter"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-024-10584-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-024-10584-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-024-10584-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T05:22:45Z","timestamp":1759209765000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-024-10584-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,10]]},"references-count":62,"journal-issue":{"issue":"29","published-print":{"date-parts":[[2025,10]]}},"alternative-id":["10584"],"URL":"https:\/\/doi.org\/10.1007\/s00521-024-10584-6","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"type":"print","value":"0941-0643"},{"type":"electronic","value":"1433-3058"}],"subject":[],"published":{"date-parts":[[2024,12,10]]},"assertion":[{"value":"21 October 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 October 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 December 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors have no conflict of interest with this proposal.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}