{"id":"https://openalex.org/W4253074960","doi":"https://doi.org/10.1504/ijmheur.2016.10002053","title":"Prediction of the bottled propane gas sales using a neural network-based model","display_name":"Prediction of the bottled propane gas sales using a neural network-based model","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W4253074960","doi":"https://doi.org/10.1504/ijmheur.2016.10002053"},"language":"en","primary_location":{"id":"doi:10.1504/ijmheur.2016.10002053","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijmheur.2016.10002053","pdf_url":null,"source":{"id":"https://openalex.org/S206578720","display_name":"International Journal of Metaheuristics","issn_l":"1755-2176","issn":["1755-2176","1755-2184"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Metaheuristics","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/A5058906039","display_name":"Horacio Paggi","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Horacio Paggi","raw_affiliation_strings":["School of Advanced Computer Engineering (Escuela Superior de Ingenieros Inform\u00e1ticos), Madrid Politechnical University (Universidad Polit\u00e9cnica de Madrid), Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Advanced Computer Engineering (Escuela Superior de Ingenieros Inform\u00e1ticos), Madrid Politechnical University (Universidad Polit\u00e9cnica de Madrid), Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056779203","display_name":"Franco Robledo","orcid":"https://orcid.org/0000-0003-4235-4221"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Franco Robledo","raw_affiliation_strings":["IMERL-INCO, Engineering Faculty, University of the Republic (Universidad de la Rep\u00fablica), Montevideo, Uruguay"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMERL-INCO, Engineering Faculty, University of the Republic (Universidad de la Rep\u00fablica), Montevideo, Uruguay","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081362858","display_name":"Aldo Portela","orcid":null},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Aldo Portela","raw_affiliation_strings":["IMERL, Engineering Faculty, University of the Republic (Universidad de la Rep\u00fablica), Montevideo, Uruguay"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMERL, Engineering Faculty, University of the Republic (Universidad de la Rep\u00fablica), Montevideo, Uruguay","institution_ids":["https://openalex.org/I180910786"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3833477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"3/4","first_page":"254","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.8578000068664551,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10791","display_name":"Advanced Control Systems Optimization","score":0.8578000068664551,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10876","display_name":"Fault Detection and Control Systems","score":0.7847999930381775,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7299627065658569},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.685943067073822},{"id":"https://openalex.org/keywords/propane","display_name":"Propane","score":0.6846617460250854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6388920545578003},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.47988927364349365},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.47988784313201904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3943790793418884},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35820508003234863},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32341039180755615},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.08728355169296265}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7299627065658569},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.685943067073822},{"id":"https://openalex.org/C2776345496","wikidata":"https://www.wikidata.org/wiki/Q131189","display_name":"Propane","level":2,"score":0.6846617460250854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6388920545578003},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.47988927364349365},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.47988784313201904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3943790793418884},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35820508003234863},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32341039180755615},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.08728355169296265},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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":1,"locations":[{"id":"doi:10.1504/ijmheur.2016.10002053","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijmheur.2016.10002053","pdf_url":null,"source":{"id":"https://openalex.org/S206578720","display_name":"International Journal of Metaheuristics","issn_l":"1755-2176","issn":["1755-2176","1755-2184"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Metaheuristics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2382988074","https://openalex.org/W2051566867","https://openalex.org/W3174163610","https://openalex.org/W2203316995","https://openalex.org/W2775125244","https://openalex.org/W4296209631","https://openalex.org/W2937332609","https://openalex.org/W2122599266","https://openalex.org/W2143549906","https://openalex.org/W2007258557"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"an":[3],"application":[4],"of":[5,14,18,22,41,48,64,86],"the":[6,12,15,19,52,61,65,87],"artificial":[7],"neural":[8],"networks":[9,33,66],"(ANN)":[10],"in":[11],"prediction":[13,47],"time":[16],"series":[17],"weekly":[20],"wholesale":[21],"bottled":[23],"propane":[24],"gas":[25],"(13":[26],"kg":[27],"bottles).":[28],"For":[29],"this":[30],"purpose,":[31],"several":[32],"with":[34,71],"different":[35],"topologies":[36],"were":[37,43,82,93],"built.":[38],"Many":[39],"schemas":[40],"ensembles":[42],"applied":[44],"to":[45,59,68],"reduce":[46],"errors.":[49],"Additionally,":[50],"given":[51],"scarce":[53],"data":[54],"available,":[55],"it":[56],"was":[57],"mandatory":[58],"minimise":[60],"input":[62],"dimensionality":[63],"and":[67,74,84],"do":[69],"this,":[70],"a":[72],"rational":[73],"systematic":[75],"approach,":[76],"considerations":[77],"about":[78],"stochastic":[79],"dynamical":[80],"systems":[81,92],"made":[83],"generalisations":[85],"Takens-Ma\u00f1\u00e9's":[88],"theorem":[89],"for":[90],"non-deterministic":[91],"used.":[94]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}