{"id":"https://openalex.org/W1571892359","doi":"https://doi.org/10.1007/978-3-540-39644-4_13","title":"Discovering Ecosystem Models from Time-Series Data","display_name":"Discovering Ecosystem Models from Time-Series Data","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W1571892359","doi":"https://doi.org/10.1007/978-3-540-39644-4_13","mag":"1571892359"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-39644-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-39644-4_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101896611","display_name":"Dileep George","orcid":"https://orcid.org/0000-0002-4948-6297"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dileep George","raw_affiliation_strings":["Computational Learning Laboratory, CSLI, Stanford University, Stanford, California, 94305, USA"],"affiliations":[{"raw_affiliation_string":"Computational Learning Laboratory, CSLI, Stanford University, Stanford, California, 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103121106","display_name":"Kazumi Saito","orcid":"https://orcid.org/0000-0002-8972-5002"},"institutions":[{"id":"https://openalex.org/I46980622","display_name":"Kyoto Seika University","ror":"https://ror.org/05g4f0342","country_code":"JP","type":"education","lineage":["https://openalex.org/I46980622"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazumi Saito","raw_affiliation_strings":["NTT Communication Science Laboratories, 2-4 Hikaridai, Seika, Soraku, Kyoto, 619-0237, Japan"],"affiliations":[{"raw_affiliation_string":"NTT Communication Science Laboratories, 2-4 Hikaridai, Seika, Soraku, Kyoto, 619-0237, Japan","institution_ids":["https://openalex.org/I46980622"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081275482","display_name":"Pat Langley","orcid":"https://orcid.org/0000-0001-5260-7048"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pat Langley","raw_affiliation_strings":["Computational Learning Laboratory, CSLI, Stanford University, Stanford, California, 94305, USA"],"affiliations":[{"raw_affiliation_string":"Computational Learning Laboratory, CSLI, Stanford University, Stanford, California, 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112836972","display_name":"Stephen D. Bay","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen Bay","raw_affiliation_strings":["Computational Learning Laboratory, CSLI, Stanford University, Stanford, California, 94305, USA"],"affiliations":[{"raw_affiliation_string":"Computational Learning Laboratory, CSLI, Stanford University, Stanford, California, 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037033232","display_name":"Kevin R. Arrigo","orcid":"https://orcid.org/0000-0002-7364-876X"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin R. Arrigo","raw_affiliation_strings":["Department of Geophysics, Stanford University, Mitchell Building, Stanford, CA, 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geophysics, Stanford University, Mitchell Building, Stanford, CA, 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101896611"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.276,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55114064,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"141","last_page":"152"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.854200005531311,"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"}},"topics":[{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.854200005531311,"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/T10895","display_name":"Species Distribution and Climate Change","score":0.8435999751091003,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.8245999813079834,"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/computer-science","display_name":"Computer science","score":0.8323245048522949},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6411711573600769},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6373663544654846},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.5011119842529297},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33822759985923767},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1411493420600891},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.08639445900917053}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8323245048522949},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6411711573600769},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6373663544654846},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.5011119842529297},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33822759985923767},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1411493420600891},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08639445900917053},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-39644-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-39644-4_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.15.5438","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.15.5438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.isle.org/~langley/papers/eco.ds03.ps","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W129305155","https://openalex.org/W150191991","https://openalex.org/W1538572412","https://openalex.org/W1557501260","https://openalex.org/W1677942699","https://openalex.org/W2023147166","https://openalex.org/W2045954141","https://openalex.org/W2073601835","https://openalex.org/W2092838966","https://openalex.org/W2093410681","https://openalex.org/W2107340612","https://openalex.org/W2148497685","https://openalex.org/W2172101055","https://openalex.org/W2266946488","https://openalex.org/W2478547901","https://openalex.org/W2734583084","https://openalex.org/W2766736793","https://openalex.org/W2914859268","https://openalex.org/W2914933231","https://openalex.org/W3207342693","https://openalex.org/W4254024967","https://openalex.org/W4291236916","https://openalex.org/W4300402905"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}