{"id":"https://openalex.org/W4390052055","doi":"https://doi.org/10.1007/978-3-031-49333-1_26","title":"GRU-Based Forecasting Model for Energy Production and Consumption: Leveraging Random Forest Feature Importance","display_name":"GRU-Based Forecasting Model for Energy Production and Consumption: Leveraging Random Forest Feature Importance","publication_year":2023,"publication_date":"2023-12-21","ids":{"openalex":"https://openalex.org/W4390052055","doi":"https://doi.org/10.1007/978-3-031-49333-1_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-49333-1_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49333-1_26","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/A5039365235","display_name":"Alaa M. Odeh","orcid":null},"institutions":[{"id":"https://openalex.org/I21215505","display_name":"Al-Quds University","ror":"https://ror.org/04hym7e04","country_code":"PS","type":"education","lineage":["https://openalex.org/I21215505"]}],"countries":["PS"],"is_corresponding":true,"raw_author_name":"Alaa M. Odeh","raw_affiliation_strings":["Department of Computer Science, Al-Quds University, Jerusalem, Palestine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Al-Quds University, Jerusalem, Palestine","institution_ids":["https://openalex.org/I21215505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109252861","display_name":"Amjad Rattrout","orcid":null},"institutions":[{"id":"https://openalex.org/I53620714","display_name":"Arab American University","ror":"https://ror.org/04jmsq731","country_code":"PS","type":"education","lineage":["https://openalex.org/I53620714"]}],"countries":["PS"],"is_corresponding":false,"raw_author_name":"Amjad Rattrout","raw_affiliation_strings":["Department of Computer Science, Arab American University (AAUP), Ramallah, Palestine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Arab American University (AAUP), Ramallah, Palestine","institution_ids":["https://openalex.org/I53620714"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043992622","display_name":"Rashid Jayousi","orcid":"https://orcid.org/0000-0002-3685-5516"},"institutions":[{"id":"https://openalex.org/I21215505","display_name":"Al-Quds University","ror":"https://ror.org/04hym7e04","country_code":"PS","type":"education","lineage":["https://openalex.org/I21215505"]}],"countries":["PS"],"is_corresponding":false,"raw_author_name":"Rashid Jayousi","raw_affiliation_strings":["Department of Computer Science, Al-Quds University, Jerusalem, Palestine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Al-Quds University, Jerusalem, Palestine","institution_ids":["https://openalex.org/I21215505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039365235"],"corresponding_institution_ids":["https://openalex.org/I21215505"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1135,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82948729,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"367","last_page":"380"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9993000030517578,"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":0.9993000030517578,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9855999946594238,"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"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9728000164031982,"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":0.699063241481781},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.6688637733459473},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.615955650806427},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5777729153633118},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5531260371208191},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5134199857711792},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5073887705802917},{"id":"https://openalex.org/keywords/ignorance","display_name":"Ignorance","score":0.48185622692108154},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.47079458832740784},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.461845338344574},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.4470660984516144},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.44014352560043335},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3621334433555603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27445030212402344},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0763092041015625},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06885090470314026}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.699063241481781},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6688637733459473},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.615955650806427},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5777729153633118},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5531260371208191},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5134199857711792},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5073887705802917},{"id":"https://openalex.org/C2778732403","wikidata":"https://www.wikidata.org/wiki/Q815577","display_name":"Ignorance","level":2,"score":0.48185622692108154},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.47079458832740784},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.461845338344574},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.4470660984516144},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.44014352560043335},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3621334433555603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27445030212402344},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0763092041015625},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06885090470314026},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-49333-1_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49333-1_26","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.6600000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W92469554","https://openalex.org/W2095649738","https://openalex.org/W2124525180","https://openalex.org/W2766402408","https://openalex.org/W2911964244","https://openalex.org/W2963608065","https://openalex.org/W3021308819","https://openalex.org/W4243150065","https://openalex.org/W4256060553","https://openalex.org/W4288045346","https://openalex.org/W4296902799","https://openalex.org/W4309879870","https://openalex.org/W4313399541","https://openalex.org/W4319049461"],"related_works":["https://openalex.org/W4387185014","https://openalex.org/W4387906132","https://openalex.org/W4200350283","https://openalex.org/W588868971","https://openalex.org/W4321603797","https://openalex.org/W4321603789","https://openalex.org/W4321603833","https://openalex.org/W3103328764","https://openalex.org/W2234824512","https://openalex.org/W3174970980"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}