000148607 001__ 148607 000148607 005__ 20250923084443.0 000148607 0247_ $$2doi$$a10.1016/j.softx.2024.102016 000148607 0248_ $$2sideral$$a141938 000148607 037__ $$aART-2024-141938 000148607 041__ $$aeng 000148607 100__ $$aHuici, Daniel$$uUniversidad de Zaragoza 000148607 245__ $$aAPOTHEOSIS: An efficient approximate similarity search system 000148607 260__ $$c2024 000148607 5060_ $$aAccess copy available to the general public$$fUnrestricted 000148607 5203_ $$aAPOTHEOSIS is a tool for efficiently identifying and comparing data similarity in large datasets, addressing challenges faced by traditional methods such as scalability and speed. APOTHEOSIS overcomes them by combining advanced algorithms and data structures, enabling fast and accurate similarity analysis. Specifically, it uses a custom hierarchical small navigation world as an approximate -nearest neighbors search method, and approximate similarity digests algorithms to find common features between similar data items, also supporting various distance metrics beyond vector-based approaches. Our software tool is designed for seamless integration into research workflows, improving reproducibility and facilitating the comparison of large-scale, high-dimensional data comparison across multiple domains. 000148607 536__ $$9info:eu-repo/grantAgreement/ES/AEI/PID2020-113903RB-I00$$9info:eu-repo/grantAgreement/ES/DGA/T21-23R$$9info:eu-repo/grantAgreement/ES/DGA/T42-23R$$9info:eu-repo/grantAgreement/EUR/MICINN/TED2021-131115A-I00 000148607 540__ $$9info:eu-repo/semantics/openAccess$$aby-nc-nd$$uhttp://creativecommons.org/licenses/by-nc-nd/3.0/es/ 000148607 590__ $$a2.4$$b2024 000148607 592__ $$a0.483$$b2024 000148607 591__ $$aCOMPUTER SCIENCE, SOFTWARE ENGINEERING$$b62 / 128 = 0.484$$c2024$$dQ2$$eT2 000148607 593__ $$aSoftware$$c2024$$dQ3 000148607 593__ $$aComputer Science Applications$$c2024$$dQ3 000148607 655_4 $$ainfo:eu-repo/semantics/article$$vinfo:eu-repo/semantics/publishedVersion 000148607 700__ $$0(orcid)0000-0001-7982-0359$$aRodríguez, Ricardo J.$$uUniversidad de Zaragoza 000148607 700__ $$0(orcid)0000-0002-7462-0080$$aMena, Eduardo$$uUniversidad de Zaragoza 000148607 7102_ $$15007$$2570$$aUniversidad de Zaragoza$$bDpto. Informát.Ingenie.Sistms.$$cÁrea Lenguajes y Sistemas Inf. 000148607 773__ $$g29 (2024), 102016 [6 pp.]$$tSoftwareX$$x2352-7110 000148607 8564_ $$s791262$$uhttps://zaguan.unizar.es/record/148607/files/texto_completo.pdf$$yVersión publicada 000148607 8564_ $$s2192100$$uhttps://zaguan.unizar.es/record/148607/files/texto_completo.jpg?subformat=icon$$xicon$$yVersión publicada 000148607 909CO $$ooai:zaguan.unizar.es:148607$$particulos$$pdriver 000148607 951__ $$a2025-09-22-14:52:09 000148607 980__ $$aARTICLE