{"id":"https://openalex.org/W4296610764","doi":"https://doi.org/10.1007/978-981-99-8178-6_35","title":"Probabilistic AutoRegressive Neural Networks for Accurate Long-Range Forecasting","display_name":"Probabilistic AutoRegressive Neural Networks for Accurate Long-Range Forecasting","publication_year":2023,"publication_date":"2023-11-29","ids":{"openalex":"https://openalex.org/W4296610764","doi":"https://doi.org/10.1007/978-981-99-8178-6_35"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-8178-6_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-8178-6_35","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2204.09640","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067042278","display_name":"Madhurima Panja","orcid":"https://orcid.org/0009-0004-7467-2456"},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Madhurima Panja","raw_affiliation_strings":["International Institute of Information Technology Bangalore, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology Bangalore, Bengaluru, India","institution_ids":["https://openalex.org/I181514455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012926469","display_name":"Tanujit Chakraborty","orcid":"https://orcid.org/0000-0002-3479-2187"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210141120","display_name":"Sorbonne University Abu Dhabi","ror":"https://ror.org/03e1ymy32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210141120"]}],"countries":["AE","FR"],"is_corresponding":false,"raw_author_name":"Tanujit Chakraborty","raw_affiliation_strings":["Sorbonne University Abu Dhabi, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne University Abu Dhabi, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210141120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103127906","display_name":"Uttam Kumar","orcid":"https://orcid.org/0009-0000-8448-2278"},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Uttam Kumar","raw_affiliation_strings":["International Institute of Information Technology Bangalore, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology Bangalore, Bengaluru, India","institution_ids":["https://openalex.org/I181514455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013928164","display_name":"Abdenour Hadid","orcid":"https://orcid.org/0000-0001-9092-735X"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210141120","display_name":"Sorbonne University Abu Dhabi","ror":"https://ror.org/03e1ymy32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210141120"]}],"countries":["AE","FR"],"is_corresponding":false,"raw_author_name":"Abdenour Hadid","raw_affiliation_strings":["Sorbonne University Abu Dhabi, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne University Abu Dhabi, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210141120"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067042278"],"corresponding_institution_ids":["https://openalex.org/I181514455"],"apc_list":null,"apc_paid":null,"fwci":0.9686,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69756647,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"457","last_page":"477"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9973999857902527,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.71018385887146},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.6986275315284729},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6558642387390137},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.6299480199813843},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5917497277259827},{"id":"https://openalex.org/keywords/probabilistic-forecasting","display_name":"Probabilistic forecasting","score":0.5841460824012756},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5398156046867371},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5358442664146423},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5257518887519836},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4457639753818512},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.42350342869758606},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4220184087753296},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.28939035534858704},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10921871662139893},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0929172933101654}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71018385887146},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.6986275315284729},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6558642387390137},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.6299480199813843},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5917497277259827},{"id":"https://openalex.org/C122282355","wikidata":"https://www.wikidata.org/wiki/Q7246855","display_name":"Probabilistic forecasting","level":3,"score":0.5841460824012756},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5398156046867371},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5358442664146423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5257518887519836},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4457639753818512},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.42350342869758606},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4220184087753296},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.28939035534858704},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10921871662139893},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0929172933101654},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-981-99-8178-6_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-8178-6_35","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2204.09640","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.09640","pdf_url":"https://arxiv.org/pdf/2204.09640","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-04915744v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04915744","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Neural Information Processing (ICONIP 2023), 1967, Springer Nature Singapore, pp.457-477, 2024, Communications in Computer and Information Science, ⟨10.1007/978-981-99-8178-6_35⟩","raw_type":"Proceedings"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2204.09640","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.09640","pdf_url":"https://arxiv.org/pdf/2204.09640","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W134797964","https://openalex.org/W1498436455","https://openalex.org/W1986528915","https://openalex.org/W1989130706","https://openalex.org/W2010681209","https://openalex.org/W2012457296","https://openalex.org/W2034032998","https://openalex.org/W2068448163","https://openalex.org/W2076118331","https://openalex.org/W2093415484","https://openalex.org/W2107005422","https://openalex.org/W2109316012","https://openalex.org/W2110242546","https://openalex.org/W2117014758","https://openalex.org/W2123513648","https://openalex.org/W2126771422","https://openalex.org/W2167036165","https://openalex.org/W2758567761","https://openalex.org/W2774513877","https://openalex.org/W2903162817","https://openalex.org/W2904707438","https://openalex.org/W2905238323","https://openalex.org/W2952301058","https://openalex.org/W2955450288","https://openalex.org/W2980994438","https://openalex.org/W3011590044","https://openalex.org/W3022122691","https://openalex.org/W3132442066","https://openalex.org/W3200951705","https://openalex.org/W3202971245","https://openalex.org/W3212024433","https://openalex.org/W3216466824","https://openalex.org/W4205472022","https://openalex.org/W4206331375","https://openalex.org/W4230410911","https://openalex.org/W4241727697","https://openalex.org/W4246587917","https://openalex.org/W4312026766","https://openalex.org/W4378979428","https://openalex.org/W4399569502","https://openalex.org/W6600373086"],"related_works":["https://openalex.org/W3175321409","https://openalex.org/W4312561791","https://openalex.org/W2389894046","https://openalex.org/W2215717369","https://openalex.org/W4312309719","https://openalex.org/W2974356760","https://openalex.org/W2980748541","https://openalex.org/W3115491726","https://openalex.org/W4313123484","https://openalex.org/W4386362517"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}