{"id":"https://openalex.org/W2059374685","doi":"https://doi.org/10.1016/s0954-1810(98)00008-9","title":"A toolset for construction of hybrid intelligent forecasting systems: application for water demand prediction","display_name":"A toolset for construction of hybrid intelligent forecasting systems: application for water demand prediction","publication_year":1999,"publication_date":"1999-01-01","ids":{"openalex":"https://openalex.org/W2059374685","doi":"https://doi.org/10.1016/s0954-1810(98)00008-9","mag":"2059374685"},"language":"en","primary_location":{"id":"doi:10.1016/s0954-1810(98)00008-9","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0954-1810(98)00008-9","pdf_url":null,"source":{"id":"https://openalex.org/S134649062","display_name":"Artificial Intelligence in Engineering","issn_l":"0954-1810","issn":["0954-1810","1879-1492"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence in Engineering","raw_type":"journal-article"},"type":"article","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/A5064430846","display_name":"Narate Lertpalangsunti","orcid":null},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Narate Lertpalangsunti","raw_affiliation_strings":["Energy Informatics Laboratory/Computer Science Dept., University of Regina, Regina, Saskatchewan, Canada S4S 0A2"],"affiliations":[{"raw_affiliation_string":"Energy Informatics Laboratory/Computer Science Dept., University of Regina, Regina, Saskatchewan, Canada S4S 0A2","institution_ids":["https://openalex.org/I194028371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041653123","display_name":"Christine W. Chan","orcid":"https://orcid.org/0000-0003-0547-761X"},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Christine W. Chan","raw_affiliation_strings":["Energy Informatics Laboratory/Computer Science Dept., University of Regina, Regina, Saskatchewan, Canada S4S 0A2"],"affiliations":[{"raw_affiliation_string":"Energy Informatics Laboratory/Computer Science Dept., University of Regina, Regina, Saskatchewan, Canada S4S 0A2","institution_ids":["https://openalex.org/I194028371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002460896","display_name":"R. Mason","orcid":"https://orcid.org/0000-0002-1260-6451"},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ralph Mason","raw_affiliation_strings":["Faculty of Engineering, University of Regina, Regina, Saskatchewan, Canada S4S 0A2"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Regina, Regina, Saskatchewan, Canada S4S 0A2","institution_ids":["https://openalex.org/I194028371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037608581","display_name":"Paitoon Tontiwachwuthikul","orcid":"https://orcid.org/0000-0003-0187-3420"},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Paitoon Tontiwachwuthikul","raw_affiliation_strings":["Faculty of Engineering, University of Regina, Regina, Saskatchewan, Canada S4S 0A2"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Regina, Regina, Saskatchewan, Canada S4S 0A2","institution_ids":["https://openalex.org/I194028371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041653123"],"corresponding_institution_ids":["https://openalex.org/I194028371"],"apc_list":null,"apc_paid":null,"fwci":0.4662,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.66843139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"13","issue":"1","first_page":"21","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9988999962806702,"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/T10969","display_name":"Water resources management and optimization","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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":0.9939000010490417,"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":0.6491658091545105},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.608553409576416},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.5181528329849243},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4770642817020416},{"id":"https://openalex.org/keywords/chilled-water","display_name":"Chilled water","score":0.4525071084499359},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4335111379623413},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.40483370423316956},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.37109723687171936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28280317783355713},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17959952354431152},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.11465513706207275}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6491658091545105},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.608553409576416},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.5181528329849243},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4770642817020416},{"id":"https://openalex.org/C123516432","wikidata":"https://www.wikidata.org/wiki/Q572309","display_name":"Chilled water","level":3,"score":0.4525071084499359},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4335111379623413},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.40483370423316956},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.37109723687171936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28280317783355713},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17959952354431152},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.11465513706207275},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/s0954-1810(98)00008-9","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0954-1810(98)00008-9","pdf_url":null,"source":{"id":"https://openalex.org/S134649062","display_name":"Artificial Intelligence in Engineering","issn_l":"0954-1810","issn":["0954-1810","1879-1492"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence in Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310637","display_name":"Faculty of Graduate Studies and Research, University of Regina","ror":"https://ror.org/03dzc0485"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W89262018","https://openalex.org/W181561750","https://openalex.org/W1998107417","https://openalex.org/W2020416411","https://openalex.org/W2101393539","https://openalex.org/W2108409844","https://openalex.org/W2158442843","https://openalex.org/W2160184147","https://openalex.org/W6603637190"],"related_works":["https://openalex.org/W2774275529","https://openalex.org/W2962140318","https://openalex.org/W2352944147","https://openalex.org/W4296423229","https://openalex.org/W2366985578","https://openalex.org/W1487672308","https://openalex.org/W95906660","https://openalex.org/W2920621499","https://openalex.org/W2468754938","https://openalex.org/W2050525023"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}