{"id":"https://openalex.org/W3153638957","doi":"https://doi.org/10.1007/978-3-030-95470-3_1","title":"Boosted Embeddings for\u00a0Time-Series Forecasting","display_name":"Boosted Embeddings for\u00a0Time-Series Forecasting","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W3153638957","doi":"https://doi.org/10.1007/978-3-030-95470-3_1","mag":"3153638957"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-95470-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-95470-3_1","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2104.04781","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074078078","display_name":"Sankeerth Rao Karingula","orcid":"https://orcid.org/0000-0003-2212-4322"},"institutions":[{"id":"https://openalex.org/I4210108451","display_name":"Palo Alto Networks (United States)","ror":"https://ror.org/01rn6rn86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sankeerth Rao Karingula","raw_affiliation_strings":["Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA","institution_ids":["https://openalex.org/I4210108451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078428949","display_name":"Nandini Ramanan","orcid":"https://orcid.org/0000-0002-7364-7097"},"institutions":[{"id":"https://openalex.org/I4210108451","display_name":"Palo Alto Networks (United States)","ror":"https://ror.org/01rn6rn86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nandini Ramanan","raw_affiliation_strings":["Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA","institution_ids":["https://openalex.org/I4210108451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063356383","display_name":"Rasool Tahmasbi","orcid":"https://orcid.org/0000-0001-9788-2481"},"institutions":[{"id":"https://openalex.org/I4210108451","display_name":"Palo Alto Networks (United States)","ror":"https://ror.org/01rn6rn86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rasool Tahmasbi","raw_affiliation_strings":["Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA","institution_ids":["https://openalex.org/I4210108451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033528555","display_name":"Mehrnaz Amjadi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108451","display_name":"Palo Alto Networks (United States)","ror":"https://ror.org/01rn6rn86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehrnaz Amjadi","raw_affiliation_strings":["Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA","institution_ids":["https://openalex.org/I4210108451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040838670","display_name":"Deokwoo Jung","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108451","display_name":"Palo Alto Networks (United States)","ror":"https://ror.org/01rn6rn86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deokwoo Jung","raw_affiliation_strings":["Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA","institution_ids":["https://openalex.org/I4210108451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020940296","display_name":"Ricky Si","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108451","display_name":"Palo Alto Networks (United States)","ror":"https://ror.org/01rn6rn86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ricky Si","raw_affiliation_strings":["Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA","institution_ids":["https://openalex.org/I4210108451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062776378","display_name":"Charanraj Thimmisetty","orcid":"https://orcid.org/0000-0002-7933-0197"},"institutions":[{"id":"https://openalex.org/I4210108451","display_name":"Palo Alto Networks (United States)","ror":"https://ror.org/01rn6rn86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charanraj Thimmisetty","raw_affiliation_strings":["Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA","institution_ids":["https://openalex.org/I4210108451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068361219","display_name":"Luisa Polania Cabrera","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108451","display_name":"Palo Alto Networks (United States)","ror":"https://ror.org/01rn6rn86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luisa F. Polania","raw_affiliation_strings":["Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA","institution_ids":["https://openalex.org/I4210108451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074988437","display_name":"Marjorie Sayer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108451","display_name":"Palo Alto Networks (United States)","ror":"https://ror.org/01rn6rn86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marjorie Sayer","raw_affiliation_strings":["Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA","institution_ids":["https://openalex.org/I4210108451"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jake Taylor","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108451","display_name":"Palo Alto Networks (United States)","ror":"https://ror.org/01rn6rn86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jake Taylor","raw_affiliation_strings":["Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA","institution_ids":["https://openalex.org/I4210108451"]}]},{"author_position":"last","author":{"id":null,"display_name":"Claudionor Nunes Coelho","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108451","display_name":"Palo Alto Networks (United States)","ror":"https://ror.org/01rn6rn86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Claudionor Nunes Coelho","raw_affiliation_strings":["Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Applied AI Research, Palo Alto Networks, Santa Clara, USA","institution_ids":["https://openalex.org/I4210108451"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5074078078"],"corresponding_institution_ids":["https://openalex.org/I4210108451"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.00365154,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.8318839073181152},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7101289629936218},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.7062244415283203},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.657016396522522},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6235467791557312},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.61434406042099},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5966647267341614},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5929235219955444},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.5711280703544617},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5555988550186157},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5433399081230164},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32981953024864197},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.20707610249519348},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.1348142921924591},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12789645791053772}],"concepts":[{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.8318839073181152},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7101289629936218},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7062244415283203},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.657016396522522},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6235467791557312},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.61434406042099},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5966647267341614},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5929235219955444},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.5711280703544617},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5555988550186157},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5433399081230164},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32981953024864197},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.20707610249519348},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.1348142921924591},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12789645791053772},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-95470-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-95470-3_1","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:arXiv.org:2104.04781","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2104.04781","pdf_url":"https://arxiv.org/pdf/2104.04781","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3153638957","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2104.04781.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2104.04781","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2104.04781","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2104.04781","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2104.04781","pdf_url":"https://arxiv.org/pdf/2104.04781","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1486034269","https://openalex.org/W1622484071","https://openalex.org/W1992866626","https://openalex.org/W2024046085","https://openalex.org/W2027902935","https://openalex.org/W2028847290","https://openalex.org/W2048665112","https://openalex.org/W2070493638","https://openalex.org/W2114001875","https://openalex.org/W2135293965","https://openalex.org/W2147697413","https://openalex.org/W2181523240","https://openalex.org/W2194775991","https://openalex.org/W2325420945","https://openalex.org/W2557283755","https://openalex.org/W2597655663","https://openalex.org/W2747599906","https://openalex.org/W2751856435","https://openalex.org/W2768348081","https://openalex.org/W2801142060","https://openalex.org/W2886814992","https://openalex.org/W2898227265","https://openalex.org/W2957988017","https://openalex.org/W2962826786","https://openalex.org/W2962887459","https://openalex.org/W2963410064","https://openalex.org/W2971724044","https://openalex.org/W2972734229","https://openalex.org/W2980994438","https://openalex.org/W2990109540","https://openalex.org/W3000500483","https://openalex.org/W3016053201","https://openalex.org/W3032334140","https://openalex.org/W3109814023","https://openalex.org/W4200370185","https://openalex.org/W4231274751","https://openalex.org/W6765602453"],"related_works":["https://openalex.org/W3175779585","https://openalex.org/W3174488710","https://openalex.org/W3181231283","https://openalex.org/W2952107464","https://openalex.org/W3199583163","https://openalex.org/W2618527969","https://openalex.org/W3180769366","https://openalex.org/W3206889547","https://openalex.org/W2146756876","https://openalex.org/W3162642708","https://openalex.org/W2988388418","https://openalex.org/W3181028686","https://openalex.org/W3000959622","https://openalex.org/W3135337573","https://openalex.org/W2343427443","https://openalex.org/W2437421599","https://openalex.org/W3137362182","https://openalex.org/W3089687835","https://openalex.org/W2034135522","https://openalex.org/W3093485016"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
