{"id":"https://openalex.org/W4411033353","doi":"https://doi.org/10.3389/fdata.2025.1600267","title":"Sliding window based rare partial periodic pattern mining algorithms over temporal data streams","display_name":"Sliding window based rare partial periodic pattern mining algorithms over temporal data streams","publication_year":2025,"publication_date":"2025-06-04","ids":{"openalex":"https://openalex.org/W4411033353","doi":"https://doi.org/10.3389/fdata.2025.1600267","pmid":"https://pubmed.ncbi.nlm.nih.gov/40534610"},"language":"en","primary_location":{"id":"doi:10.3389/fdata.2025.1600267","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdata.2025.1600267","pdf_url":"https://www.frontiersin.org/journals/big-data/articles/10.3389/fdata.2025.1600267/pdf","source":{"id":"https://openalex.org/S4210201220","display_name":"Frontiers in Big Data","issn_l":"2624-909X","issn":["2624-909X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/big-data/articles/10.3389/fdata.2025.1600267/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084818108","display_name":"K. Jyothi Upadhya","orcid":"https://orcid.org/0000-0002-4997-7918"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Jyothi Upadhya","raw_affiliation_strings":["Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ronan Lobo","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ronan Lobo","raw_affiliation_strings":["Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026013359","display_name":"Mini Shail Chhabra","orcid":"https://orcid.org/0009-0000-0870-0798"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mini Shail Chhabra","raw_affiliation_strings":["Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092713191","display_name":"Aman Paleja","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aman Paleja","raw_affiliation_strings":["Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091299627","display_name":"B. Dinesh Rao","orcid":"https://orcid.org/0000-0002-5160-482X"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Dinesh Rao","raw_affiliation_strings":["Manipal School of Information Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manipal School of Information Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009418569","display_name":"Geetha Mani","orcid":"https://orcid.org/0000-0002-8234-9294"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Geetha M.","raw_affiliation_strings":["Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117831774","display_name":"Prachi Sisodia","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prachi Sisodia","raw_affiliation_strings":["Department of Electronics and Communication, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043106273","display_name":"B. Eswara Reddy","orcid":"https://orcid.org/0009-0003-8904-4682"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bolusani Akshita Reddy","raw_affiliation_strings":["Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India","institution_ids":["https://openalex.org/I164861460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5009418569"],"corresponding_institution_ids":["https://openalex.org/I164861460"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16624362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"1600267","last_page":"1600267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9657999873161316,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9383000135421753,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.8544117212295532},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.769618034362793},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6971195936203003},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6423588395118713},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6323387026786804},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.557185173034668},{"id":"https://openalex.org/keywords/rare-events","display_name":"Rare events","score":0.4753251373767853},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4524284303188324},{"id":"https://openalex.org/keywords/temporal-database","display_name":"Temporal database","score":0.43699905276298523},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.4234691858291626},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1328454315662384},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08659538626670837},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08397075533866882}],"concepts":[{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.8544117212295532},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.769618034362793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6971195936203003},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6423588395118713},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6323387026786804},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.557185173034668},{"id":"https://openalex.org/C2777317252","wikidata":"https://www.wikidata.org/wiki/Q18393516","display_name":"Rare events","level":2,"score":0.4753251373767853},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4524284303188324},{"id":"https://openalex.org/C77277458","wikidata":"https://www.wikidata.org/wiki/Q1969246","display_name":"Temporal database","level":2,"score":0.43699905276298523},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.4234691858291626},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1328454315662384},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08659538626670837},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08397075533866882},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fdata.2025.1600267","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdata.2025.1600267","pdf_url":"https://www.frontiersin.org/journals/big-data/articles/10.3389/fdata.2025.1600267/pdf","source":{"id":"https://openalex.org/S4210201220","display_name":"Frontiers in Big Data","issn_l":"2624-909X","issn":["2624-909X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Big Data","raw_type":"journal-article"},{"id":"pmid:40534610","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40534610","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in big data","raw_type":null},{"id":"pmh:oai:doaj.org/article:8c5eb7a7d70441f7bffbb0363e83c14f","is_oa":true,"landing_page_url":"https://doaj.org/article/8c5eb7a7d70441f7bffbb0363e83c14f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Big Data, Vol 8 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12175007","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12175007","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Big Data","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fdata.2025.1600267","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdata.2025.1600267","pdf_url":"https://www.frontiersin.org/journals/big-data/articles/10.3389/fdata.2025.1600267/pdf","source":{"id":"https://openalex.org/S4210201220","display_name":"Frontiers in Big Data","issn_l":"2624-909X","issn":["2624-909X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Big Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411033353.pdf","grobid_xml":"https://content.openalex.org/works/W4411033353.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W527709","https://openalex.org/W17448710","https://openalex.org/W159322950","https://openalex.org/W318467549","https://openalex.org/W846135194","https://openalex.org/W1574579290","https://openalex.org/W1598033829","https://openalex.org/W1825928123","https://openalex.org/W2000311527","https://openalex.org/W2006683254","https://openalex.org/W2014832886","https://openalex.org/W2060654449","https://openalex.org/W2067974807","https://openalex.org/W2069721263","https://openalex.org/W2071323385","https://openalex.org/W2137810258","https://openalex.org/W2141332038","https://openalex.org/W2145892712","https://openalex.org/W2146084249","https://openalex.org/W2149558152","https://openalex.org/W2155095613","https://openalex.org/W2171707497","https://openalex.org/W2175564859","https://openalex.org/W2202504319","https://openalex.org/W2294375882","https://openalex.org/W2313030483","https://openalex.org/W2337554935","https://openalex.org/W2394978971","https://openalex.org/W2401363858","https://openalex.org/W2475554194","https://openalex.org/W2558459800","https://openalex.org/W2585022837","https://openalex.org/W2607208202","https://openalex.org/W2766178426","https://openalex.org/W2809297925","https://openalex.org/W2810792259","https://openalex.org/W2901482286","https://openalex.org/W2901755534","https://openalex.org/W2970853745","https://openalex.org/W2972770296","https://openalex.org/W3000223833","https://openalex.org/W3007532555","https://openalex.org/W3126624144","https://openalex.org/W3179604620","https://openalex.org/W4205902150","https://openalex.org/W4206220075","https://openalex.org/W4206608951","https://openalex.org/W4226218669","https://openalex.org/W4239372721","https://openalex.org/W4280518412","https://openalex.org/W4296966963","https://openalex.org/W4312748182","https://openalex.org/W4319986931","https://openalex.org/W4386261323","https://openalex.org/W4389850330","https://openalex.org/W4402467897","https://openalex.org/W4408009661","https://openalex.org/W6604084296","https://openalex.org/W6610983937","https://openalex.org/W6666896448","https://openalex.org/W6675735206","https://openalex.org/W6739162241","https://openalex.org/W6745370671","https://openalex.org/W6765442216","https://openalex.org/W6810768179","https://openalex.org/W6842656391","https://openalex.org/W6849013402"],"related_works":["https://openalex.org/W127192698","https://openalex.org/W2360131081","https://openalex.org/W1572762191","https://openalex.org/W3207785250","https://openalex.org/W2985941356","https://openalex.org/W1994631397","https://openalex.org/W2991818765","https://openalex.org/W2106570241","https://openalex.org/W4360995307","https://openalex.org/W2167004500"],"abstract_inverted_index":{"Periodic":[0],"pattern":[1,82],"mining,":[2,7,43],"a":[3,23,134,158,190,218,227],"branch":[4],"of":[5,17,20,25,53,81,103,129,229],"data":[6,144,168],"is":[8,58,194,212,240],"expanding":[9],"to":[10,87,124,154],"provide":[11],"insight":[12],"into":[13,214],"the":[14,79,100,107,126,139,143,208],"occurrence":[15],"behavior":[16,102,115,128],"large":[18],"volumes":[19],"data.":[21,91,131],"Recently,":[22],"variety":[24],"industries,":[26],"including":[27],"fraud":[28],"detection,":[29],"telecommunications,":[30],"retail":[31],"marketing,":[32],"research,":[33],"and":[34,84,105,146,182,233],"medical":[35],"have":[36,94,121],"found":[37],"applications":[38],"for":[39,196,236],"rare":[40,63,148,162],"association":[41],"rule":[42],"which":[44],"uncovers":[45],"unusual":[46],"or":[47,112],"unexpected":[48],"combinations.":[49],"A":[50],"limited":[51],"amount":[52],"literature":[54],"demonstrated":[55],"how":[56],"periodicity":[57],"essential":[59],"in":[60,116,142,221],"mining":[61],"low-support":[62],"patterns.":[64],"In":[65],"addition,":[66],"attention":[67],"must":[68],"be":[69,155],"placed":[70],"on":[71,138,160,226],"temporal":[72,117,140,167],"datasets":[73,86,235],"that":[74,97,109,136,188,225],"analyze":[75],"crucial":[76],"information":[77,141],"about":[78,204],"timing":[80],"occurrences":[83],"stream":[85,145],"manage":[88],"high-speed":[89],"streaming":[90,130],"Several":[92],"algorithms":[93],"been":[95,122],"developed":[96],"effectively":[98],"track":[99],"cyclic":[101],"patterns":[104,108,151,165],"identify":[106],"display":[110],"complete":[111],"partial":[113,149,163],"periodic":[114,127,150,164],"datasets.":[118],"Numerous":[119],"frameworks":[120],"created":[123],"examine":[125],"Nevertheless,":[132],"such":[133],"method":[135],"focuses":[137],"extracts":[147],"has":[152],"yet":[153],"proposed.":[156],"With":[157],"focus":[159],"identifying":[161],"from":[166],"streams,":[169],"this":[170],"paper":[171],"proposes":[172],"two":[173],"novel":[174],"sliding":[175],"window-based":[176],"single":[177],"scan":[178],"approaches":[179],"called":[180],"R3PStreamSW-Growth":[181,202,244],"R3PStreamSW-BitVectorMiner":[183],".":[184,245],"The":[185],"findings":[186],"showed":[187],"when":[189,207],"dense":[191,234],"dataset":[192,210],"Accidents":[193],"considered,":[195],"different":[197,237],"threshold":[198],"variations":[199],"R3P-StreamSWBitVectorMiner":[200,216,239],"outperformed":[201],"by":[203],"93%.":[205],"Similarly,":[206],"sparse":[209],"T10I4D100K":[211],"taken":[213],"account,":[215],"exhibits":[217],"90%":[219],"boost":[220],"performance.":[222],"This":[223],"demonstrates":[224],"range":[228],"synthetic,":[230],"real-world,":[231],"sparse,":[232],"thresholds,":[238],"significantly":[241],"faster":[242],"than":[243]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}