{"id":"https://openalex.org/W6968600297","doi":"https://doi.org/10.5281/zenodo.1935847","title":"rEDM: Applications of Empirical Dynamic Modeling from Time Series","display_name":"rEDM: Applications of Empirical Dynamic Modeling from Time Series","publication_year":2018,"publication_date":"2018-12-04","ids":{"openalex":"https://openalex.org/W6968600297","doi":"https://doi.org/10.5281/zenodo.1935847"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:1935847","is_oa":true,"landing_page_url":"https://zenodo.org/record/1935847","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"type":"other","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1935847","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Ye, Hao","orcid":"https://orcid.org/0000-0002-8630-1458"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ye, Hao","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8630-1458","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Clark, Adam","orcid":"https://orcid.org/0000-0002-8843-3278"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Clark, Adam","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8843-3278","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Deyle, Ethan","orcid":"https://orcid.org/0000-0001-8704-8434"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deyle, Ethan","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-8704-8434","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Munch, Steve","orcid":"https://orcid.org/0000-0001-7471-5429"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Munch, Steve","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-7471-5429","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Cai, Jun","orcid":"https://orcid.org/0000-0001-9495-1226"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cai, Jun","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-9495-1226","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Cowles, Jane","orcid":"https://orcid.org/0000-0002-6754-9669"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cowles, Jane","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6754-9669","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Daon, Yair","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daon, Yair","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Edwards, Andrew","orcid":"https://orcid.org/0000-0003-2749-8198"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edwards, Andrew","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-2749-8198","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Keyes, Oliver","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Keyes, Oliver","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Stagge, James","orcid":"https://orcid.org/0000-0002-3667-2904"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stagge, James","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3667-2904","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Ushio, Masayuki","orcid":"https://orcid.org/0000-0003-4831-7181"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ushio, Masayuki","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4831-7181","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"White, Ethan","orcid":"https://orcid.org/0000-0001-6728-7745"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"White, Ethan","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6728-7745","affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Sugihara, George","orcid":"https://orcid.org/0000-0002-2863-6946"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sugihara, George","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2863-6946","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":13,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6417999863624573},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5515999794006348},{"id":"https://openalex.org/keywords/software-package","display_name":"Software package","score":0.5422000288963318},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.5224999785423279},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5196999907493591},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.37220001220703125},{"id":"https://openalex.org/keywords/simplex-algorithm","display_name":"Simplex algorithm","score":0.3617999851703644}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6417999863624573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5849999785423279},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5515999794006348},{"id":"https://openalex.org/C3020440742","wikidata":"https://www.wikidata.org/wiki/Q1176855","display_name":"Software package","level":3,"score":0.5422000288963318},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5224999785423279},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5196999907493591},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4169999957084656},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.37220001220703125},{"id":"https://openalex.org/C144521790","wikidata":"https://www.wikidata.org/wiki/Q134164","display_name":"Simplex algorithm","level":3,"score":0.3617999851703644},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.3573000133037567},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.3303999900817871},{"id":"https://openalex.org/C62438384","wikidata":"https://www.wikidata.org/wiki/Q331350","display_name":"Simplex","level":2,"score":0.32600000500679016},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30799999833106995},{"id":"https://openalex.org/C2983609787","wikidata":"https://www.wikidata.org/wiki/Q10534782","display_name":"Software implementation","level":3,"score":0.2897000014781952},{"id":"https://openalex.org/C2984968299","wikidata":"https://www.wikidata.org/wiki/Q1077784","display_name":"Software tool","level":3,"score":0.28049999475479126},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.28029999136924744},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27799999713897705}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:zenodo.org:1935847","is_oa":true,"landing_page_url":"https://zenodo.org/record/1935847","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},{"id":"doi:10.5281/zenodo.1935847","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.1935847","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1935847","is_oa":true,"landing_page_url":"https://zenodo.org/record/1935847","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5476647019386292,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"A":[0],"new":[1],"implementation":[2],"of":[3],"EDM":[4],"algorithms":[5],"based":[6],"on":[7],"research":[8],"software":[9],"previously":[10],"developed":[11],"for":[12],"internal":[13],"use":[14,25],"in":[15,61,75,85],"the":[16,48,58],"Sugihara":[17,53,62,76,88],"Lab":[18],"(UCSD/SIO).":[19],"Contains":[20],"C++":[21],"compiled":[22],"objects":[23,42],"that":[24],"time":[26],"delay":[27],"embedding":[28,82],"to":[29,40],"perform":[30],"state-space":[31],"reconstruction":[32],"and":[33,36,57,80],"nonlinear":[34],"forecasting":[35],"an":[37],"R":[38],"interface":[39],"those":[41],"using":[43],"'Rcpp'.":[44],"It":[45],"supports":[46],"both":[47],"simplex":[49],"projection":[50],"method":[51],"from":[52],"&":[54,87],"May":[55],"(1990)":[56],"S-map":[59],"algorithm":[60],"(1994)":[63],".":[64,90],"In":[65],"addition,":[66],"this":[67],"package":[68],"implements":[69],"convergent":[70],"cross":[71],"mapping":[72],"as":[73,83],"described":[74,84],"et":[77],"al.":[78],"(2012)":[79],"multiview":[81],"Ye":[86],"(2016)":[89]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}