{"id":"https://openalex.org/W4409036741","doi":"https://doi.org/10.32604/cmc.2025.061400","title":"Utilizing Machine Learning and SHAP Values for Improved and Transparent Energy Usage Predictions","display_name":"Utilizing Machine Learning and SHAP Values for Improved and Transparent Energy Usage Predictions","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409036741","doi":"https://doi.org/10.32604/cmc.2025.061400"},"language":"en","primary_location":{"id":"doi:10.32604/cmc.2025.061400","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.061400","pdf_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-83-2/TSP_CMC_61400/TSP_CMC_61400.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-83-2/TSP_CMC_61400/TSP_CMC_61400.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116864369","display_name":"Faisal Ghazi Beshaw","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Faisal Ghazi Beshaw","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053655651","display_name":"Thamir Hassan Atyia","orcid":"https://orcid.org/0000-0001-6068-6006"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thamir Hassan Atyia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101638502","display_name":"Mohd Fadzli Mohd Salleh","orcid":"https://orcid.org/0000-0002-1801-6049"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohd Fadzli Mohd Salleh","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085584754","display_name":"Mohamad Khairi Ishak","orcid":"https://orcid.org/0000-0002-3554-0061"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohamad Khairi Ishak","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5024326810","display_name":"Abdul Sattar Din","orcid":"https://orcid.org/0000-0002-4890-3415"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdul Sattar Din","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5116864369"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5225,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82173728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"83","issue":"2","first_page":"3553","last_page":"3583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9128000140190125,"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":0.9128000140190125,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5114527940750122},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4783755838871002},{"id":"https://openalex.org/keywords/engineering-physics","display_name":"Engineering physics","score":0.32789546251296997},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14600232243537903},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1279415488243103},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11878493428230286}],"concepts":[{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5114527940750122},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4783755838871002},{"id":"https://openalex.org/C61696701","wikidata":"https://www.wikidata.org/wiki/Q770766","display_name":"Engineering physics","level":1,"score":0.32789546251296997},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14600232243537903},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1279415488243103},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11878493428230286}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/cmc.2025.061400","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.061400","pdf_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-83-2/TSP_CMC_61400/TSP_CMC_61400.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/cmc.2025.061400","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.061400","pdf_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-83-2/TSP_CMC_61400/TSP_CMC_61400.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8700000047683716,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322757","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63"},{"id":"https://openalex.org/F4320330328","display_name":"Ajman University","ror":"https://ror.org/01j1rma10"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409036741.pdf","grobid_xml":"https://content.openalex.org/works/W4409036741.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1999989204","https://openalex.org/W2754252319","https://openalex.org/W2788001476","https://openalex.org/W2789904726","https://openalex.org/W2896006105","https://openalex.org/W2906239552","https://openalex.org/W2910849319","https://openalex.org/W2933878133","https://openalex.org/W2945106899","https://openalex.org/W2948490758","https://openalex.org/W2960560113","https://openalex.org/W3003484286","https://openalex.org/W3003769243","https://openalex.org/W3003923904","https://openalex.org/W3012214319","https://openalex.org/W3047269314","https://openalex.org/W3090282993","https://openalex.org/W3114862845","https://openalex.org/W3118831975","https://openalex.org/W3126453252","https://openalex.org/W3133743901","https://openalex.org/W3177314351","https://openalex.org/W3196788889","https://openalex.org/W4213148310","https://openalex.org/W4223992687","https://openalex.org/W4282829049","https://openalex.org/W4297478850","https://openalex.org/W4309564101","https://openalex.org/W4315572592","https://openalex.org/W4376503834","https://openalex.org/W4393107693","https://openalex.org/W4396599231","https://openalex.org/W4402210469"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"significance":[1],"of":[2,22,32],"precise":[3],"energy":[4,17,33],"usage":[5],"forecasts":[6],"has":[7],"been":[8],"highlighted":[9],"by":[10],"the":[11,28,41],"increasing":[12],"need":[13,44],"for":[14],"sustainability":[15],"and":[16,30,38],"efficiency":[18],"across":[19],"a":[20],"range":[21],"industries.":[23],"In":[24],"order":[25],"to":[26],"improve":[27],"precision":[29],"openness":[31],"co...":[34],"|":[35],"Find,":[36],"read":[37],"cite":[39],"all":[40],"research":[42],"you":[43],"on":[45],"Tech":[46],"Science":[47],"Press":[48]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
