{"id":"https://openalex.org/W4380082763","doi":"https://doi.org/10.3390/computation11060114","title":"Extended Online DMD and Weighted Modifications for Streaming Data Analysis","display_name":"Extended Online DMD and Weighted Modifications for Streaming Data Analysis","publication_year":2023,"publication_date":"2023-06-09","ids":{"openalex":"https://openalex.org/W4380082763","doi":"https://doi.org/10.3390/computation11060114"},"language":"en","primary_location":{"id":"doi:10.3390/computation11060114","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation11060114","pdf_url":"https://www.mdpi.com/2079-3197/11/6/114/pdf?version=1686387054","source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-3197/11/6/114/pdf?version=1686387054","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052775975","display_name":"Gyurhan H. Nedzhibov","orcid":"https://orcid.org/0000-0002-0474-1987"},"institutions":[{"id":"https://openalex.org/I39995536","display_name":"Shumen University","ror":"https://ror.org/03yht3k11","country_code":"BG","type":"education","lineage":["https://openalex.org/I39995536"]}],"countries":["BG"],"is_corresponding":true,"raw_author_name":"Gyurhan Nedzhibov","raw_affiliation_strings":["Faculty of Mathematics and Informatics, Shumen University, 9700 Shumen, Bulgaria","Faculty of Mathematics and Informatics, Shumen University, 9700 Shumen, Bulgaria;"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Informatics, Shumen University, 9700 Shumen, Bulgaria","institution_ids":["https://openalex.org/I39995536"]},{"raw_affiliation_string":"Faculty of Mathematics and Informatics, Shumen University, 9700 Shumen, Bulgaria;","institution_ids":["https://openalex.org/I39995536"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5052775975"],"corresponding_institution_ids":["https://openalex.org/I39995536"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.6663,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64982778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"11","issue":"6","first_page":"114","last_page":"114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7800816297531128},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.762482762336731},{"id":"https://openalex.org/keywords/dynamic-mode-decomposition","display_name":"Dynamic mode decomposition","score":0.7517570853233337},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.514595627784729},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.504693865776062},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5040608644485474},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.4518659710884094},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3019462823867798}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7800816297531128},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.762482762336731},{"id":"https://openalex.org/C2777032711","wikidata":"https://www.wikidata.org/wiki/Q5318993","display_name":"Dynamic mode decomposition","level":2,"score":0.7517570853233337},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.514595627784729},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.504693865776062},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5040608644485474},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.4518659710884094},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3019462823867798},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/computation11060114","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation11060114","pdf_url":"https://www.mdpi.com/2079-3197/11/6/114/pdf?version=1686387054","source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3d2b31bf9afd4b3cb63a2b7c9ca37b2d","is_oa":true,"landing_page_url":"https://doaj.org/article/3d2b31bf9afd4b3cb63a2b7c9ca37b2d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computation, Vol 11, Iss 6, p 114 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2079-3197/11/6/114/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/computation11060114","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Computation; Volume 11; Issue 6; Pages: 114","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/computation11060114","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation11060114","pdf_url":"https://www.mdpi.com/2079-3197/11/6/114/pdf?version=1686387054","source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4380082763.pdf","grobid_xml":"https://content.openalex.org/works/W4380082763.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1410907832","https://openalex.org/W1635210704","https://openalex.org/W1723433682","https://openalex.org/W1860903952","https://openalex.org/W1976481924","https://openalex.org/W1981193003","https://openalex.org/W2014356541","https://openalex.org/W2023043517","https://openalex.org/W2067035505","https://openalex.org/W2070685860","https://openalex.org/W2078898317","https://openalex.org/W2080914886","https://openalex.org/W2090098022","https://openalex.org/W2164954534","https://openalex.org/W2170054433","https://openalex.org/W2172945660","https://openalex.org/W2297483870","https://openalex.org/W2341174028","https://openalex.org/W2433930442","https://openalex.org/W2557561716","https://openalex.org/W2675815678","https://openalex.org/W2772210105","https://openalex.org/W2907482035","https://openalex.org/W2920562081","https://openalex.org/W2962749092","https://openalex.org/W2963006871","https://openalex.org/W2964119648","https://openalex.org/W3099803807","https://openalex.org/W3129637124","https://openalex.org/W4213373343","https://openalex.org/W4238160257","https://openalex.org/W4283460176","https://openalex.org/W4286565902","https://openalex.org/W4311648046","https://openalex.org/W4315491267","https://openalex.org/W4320475053","https://openalex.org/W4375932610"],"related_works":["https://openalex.org/W2382164943","https://openalex.org/W2751411564","https://openalex.org/W2023497185","https://openalex.org/W2384129116","https://openalex.org/W2612939388","https://openalex.org/W117528671","https://openalex.org/W2348925352","https://openalex.org/W2903638709","https://openalex.org/W2348097614","https://openalex.org/W3193776358"],"abstract_inverted_index":{"We":[0,16],"present":[1,76],"novel":[2],"methods":[3],"for":[4,13],"computing":[5],"the":[6,25,43,56],"online":[7,90],"dynamic":[8],"mode":[9],"decomposition":[10],"(online":[11],"DMD)":[12],"streaming":[14],"datasets.":[15],"propose":[17],"a":[18,77,86],"framework":[19],"that":[20,59,84],"allows":[21],"incremental":[22],"updates":[23],"to":[24,33,36,89],"DMD":[26],"operator":[27],"as":[28],"data":[29],"become":[30],"available.":[31],"Due":[32],"its":[34],"ability":[35],"work":[37],"on":[38],"datasets":[39],"with":[40],"lower":[41],"ranks,":[42],"proposed":[44,82],"method":[45,57],"is":[46,58,61],"more":[47],"advantageous":[48],"than":[49],"existing":[50],"ones.":[51],"A":[52],"noteworthy":[53],"feature":[54],"of":[55,69,80],"it":[60],"entirely":[62],"data-driven":[63],"and":[64],"does":[65],"not":[66],"require":[67],"knowledge":[68],"any":[70],"underlying":[71],"governing":[72],"equations.":[73],"Additionally,":[74],"we":[75],"modified":[78],"version":[79],"our":[81],"approach":[83],"utilizes":[85],"weighted":[87],"alternative":[88],"DMD.":[91],"The":[92],"suggested":[93],"techniques":[94],"are":[95],"demonstrated":[96],"using":[97],"several":[98],"numerical":[99],"examples.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}