{"id":"https://openalex.org/W4396656326","doi":"https://doi.org/10.1007/s00521-024-09677-z","title":"Wind speed prediction and insight for generalized predictive modeling framework: a comparative study for different artificial intelligence models","display_name":"Wind speed prediction and insight for generalized predictive modeling framework: a comparative study for different artificial intelligence models","publication_year":2024,"publication_date":"2024-05-05","ids":{"openalex":"https://openalex.org/W4396656326","doi":"https://doi.org/10.1007/s00521-024-09677-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-09677-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09677-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5073103893","display_name":"Suraj Kumar Bhagat","orcid":"https://orcid.org/0000-0001-9971-3155"},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Suraj Kumar Bhagat","raw_affiliation_strings":["Faculty of Civil Engineering, Ton Duc Thang University, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014521109","display_name":"Tiyasha Tiyasha","orcid":"https://orcid.org/0000-0003-2138-2100"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tiyasha Tiyasha","raw_affiliation_strings":["Department of Civil Engineering, School of Engineering and Computing, Dev Bhoomi Uttarakhand University, Dehradun, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, School of Engineering and Computing, Dev Bhoomi Uttarakhand University, Dehradun, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108890644","display_name":"A.H. Shather","orcid":null},"institutions":[{"id":"https://openalex.org/I102254642","display_name":"University of Kirkuk","ror":"https://ror.org/01pk8rb11","country_code":"IQ","type":"education","lineage":["https://openalex.org/I102254642"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"A. H. Shather","raw_affiliation_strings":["Department of Computer Engineering Technology, Al Kitab University, Altun Kopru, Kirkuk, 00964, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering Technology, Al Kitab University, Altun Kopru, Kirkuk, 00964, Iraq","institution_ids":["https://openalex.org/I102254642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001681203","display_name":"Mehdi Jamei","orcid":"https://orcid.org/0000-0003-0847-887X"},"institutions":[{"id":"https://openalex.org/I196051555","display_name":"Shahid Chamran University of Ahvaz","ror":"https://ror.org/01k3mbs15","country_code":"IR","type":"education","lineage":["https://openalex.org/I196051555"]},{"id":"https://openalex.org/I22188714","display_name":"University of Prince Edward Island","ror":"https://ror.org/02xh9x144","country_code":"CA","type":"education","lineage":["https://openalex.org/I22188714"]}],"countries":["CA","IR"],"is_corresponding":false,"raw_author_name":"Mehdi Jamei","raw_affiliation_strings":["Canadian Centre for Climate Change and Adaptation, University of Prince Edward Island, St Peters, PE, Canada","Faculty of Civil Engineering and Architecture, Shahid Chamran University of Ahvaz, Ahvaz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canadian Centre for Climate Change and Adaptation, University of Prince Edward Island, St Peters, PE, Canada","institution_ids":["https://openalex.org/I22188714"]},{"raw_affiliation_string":"Faculty of Civil Engineering and Architecture, Shahid Chamran University of Ahvaz, Ahvaz, Iran","institution_ids":["https://openalex.org/I196051555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019428047","display_name":"Adarsh Kumar","orcid":"https://orcid.org/0000-0001-5343-0117"},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Adarsh Kumar","raw_affiliation_strings":["Dept of Environmental Science, Gitam School of Science, GITAM University, Visakhapatnam, 530045, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept of Environmental Science, Gitam School of Science, GITAM University, Visakhapatnam, 530045, India","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034465145","display_name":"Zainab Al-Khafaji","orcid":"https://orcid.org/0000-0002-5450-7312"},"institutions":[{"id":"https://openalex.org/I3040621137","display_name":"Alsalam University College","ror":"https://ror.org/0047hkh43","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3040621137"]},{"id":"https://openalex.org/I4400573189","display_name":"Al-Mustaqbal University","ror":"https://ror.org/023a3xe97","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573189"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Zainab Al-Khafaji","raw_affiliation_strings":["Building and Construction Techniques Engineering Department,College of Engineering and Engineering Techniques, Al-Mustaqbal University, Hillah, Babylon, 51001, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Building and Construction Techniques Engineering Department,College of Engineering and Engineering Techniques, Al-Mustaqbal University, Hillah, Babylon, 51001, Iraq","institution_ids":["https://openalex.org/I3040621137","https://openalex.org/I4400573189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004862221","display_name":"Leonardo Goliatt","orcid":"https://orcid.org/0000-0002-2844-9470"},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo Goliatt","raw_affiliation_strings":["Department of Computational and Applied Mechanics, Federal University of Juiz de Fora, Juiz de Fora, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational and Applied Mechanics, Federal University of Juiz de Fora, Juiz de Fora, Brazil","institution_ids":["https://openalex.org/I101100930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072823907","display_name":"Shafik S. Shafik","orcid":"https://orcid.org/0000-0003-0966-4690"},"institutions":[{"id":"https://openalex.org/I202735123","display_name":"Thi Qar University","ror":"https://ror.org/02ypa8k59","country_code":"IQ","type":"education","lineage":["https://openalex.org/I202735123"]},{"id":"https://openalex.org/I4387154453","display_name":"Al-Ayen Iraqi University","ror":"https://ror.org/02t6wt791","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4387154453"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Shafik S. Shafik","raw_affiliation_strings":["Experimental Nuclear Radiation Research Group, Scientific Research Center, Al-Ayen University, Thi-Qar, 64001, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Experimental Nuclear Radiation Research Group, Scientific Research Center, Al-Ayen University, Thi-Qar, 64001, Iraq","institution_ids":["https://openalex.org/I202735123","https://openalex.org/I4387154453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031860895","display_name":"Omer A. Alawi","orcid":"https://orcid.org/0000-0002-8598-4461"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Omer A. Alawi","raw_affiliation_strings":["Department of Thermofluids, School of Mechanical Engineering, Universiti Teknologi Malaysia (UTM), 81310, Skudai, Johor Bahru, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Thermofluids, School of Mechanical Engineering, Universiti Teknologi Malaysia (UTM), 81310, Skudai, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037953109","display_name":"Zaher Mundher Yaseen\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c","orcid":"https://orcid.org/0000-0003-3647-7137"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Zaher Mundher Yaseen","raw_affiliation_strings":["Civil and Environmental Engineering Department, King Fahd University of Petroleum and Minerals, 31261, Dhahran, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-3647-7137","affiliations":[{"raw_affiliation_string":"Civil and Environmental Engineering Department, King Fahd University of Petroleum and Minerals, 31261, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]}],"institutions":[],"countries_distinct_count":8,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5037953109","https://openalex.org/A5073103893"],"corresponding_institution_ids":["https://openalex.org/I134085113","https://openalex.org/I141445968"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.8026,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84895102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"36","issue":"23","first_page":"14119","last_page":"14150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9994999766349792,"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":0.9994999766349792,"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/T11371","display_name":"Wind and Air Flow Studies","score":0.9955999851226807,"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/T10680","display_name":"Wind Energy Research and Development","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/multivariate-adaptive-regression-splines","display_name":"Multivariate adaptive regression splines","score":0.820907711982727},{"id":"https://openalex.org/keywords/mars-exploration-program","display_name":"Mars Exploration Program","score":0.6628546714782715},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.6418924927711487},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5233035087585449},{"id":"https://openalex.org/keywords/relative-humidity","display_name":"Relative humidity","score":0.5021953582763672},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4845777750015259},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.46293774247169495},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4485369026660919},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.37557539343833923},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.35569751262664795},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27033573389053345},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26730597019195557},{"id":"https://openalex.org/keywords/nonparametric-regression","display_name":"Nonparametric regression","score":0.17715641856193542},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1540815830230713}],"concepts":[{"id":"https://openalex.org/C44882253","wikidata":"https://www.wikidata.org/wiki/Q3455882","display_name":"Multivariate adaptive regression splines","level":4,"score":0.820907711982727},{"id":"https://openalex.org/C83260615","wikidata":"https://www.wikidata.org/wiki/Q6773121","display_name":"Mars Exploration Program","level":2,"score":0.6628546714782715},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.6418924927711487},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5233035087585449},{"id":"https://openalex.org/C158960510","wikidata":"https://www.wikidata.org/wiki/Q180600","display_name":"Relative humidity","level":2,"score":0.5021953582763672},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4845777750015259},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.46293774247169495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4485369026660919},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.37557539343833923},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.35569751262664795},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27033573389053345},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26730597019195557},{"id":"https://openalex.org/C74127309","wikidata":"https://www.wikidata.org/wiki/Q3455886","display_name":"Nonparametric regression","level":3,"score":0.17715641856193542},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1540815830230713},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-09677-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09677-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1963884910","https://openalex.org/W1979151475","https://openalex.org/W1980802408","https://openalex.org/W1982412663","https://openalex.org/W2000058251","https://openalex.org/W2024692966","https://openalex.org/W2033904036","https://openalex.org/W2039240409","https://openalex.org/W2056132907","https://openalex.org/W2102201073","https://openalex.org/W2137989174","https://openalex.org/W2138763184","https://openalex.org/W2157395790","https://openalex.org/W2295598076","https://openalex.org/W2755132572","https://openalex.org/W2776581862","https://openalex.org/W2781561856","https://openalex.org/W2795468861","https://openalex.org/W2884257346","https://openalex.org/W2899887821","https://openalex.org/W2904796594","https://openalex.org/W2910279921","https://openalex.org/W2911964244","https://openalex.org/W2921731747","https://openalex.org/W2937440203","https://openalex.org/W2949021549","https://openalex.org/W2964853432","https://openalex.org/W2969010442","https://openalex.org/W2971797472","https://openalex.org/W2991097100","https://openalex.org/W2995621191","https://openalex.org/W3005231203","https://openalex.org/W3020945346","https://openalex.org/W3021035335","https://openalex.org/W3026112092","https://openalex.org/W3042493983","https://openalex.org/W3044841828","https://openalex.org/W3045041747","https://openalex.org/W3048226351","https://openalex.org/W3048871475","https://openalex.org/W3085992613","https://openalex.org/W3086407290","https://openalex.org/W3087304432","https://openalex.org/W3101541083","https://openalex.org/W3102027041","https://openalex.org/W3104516335","https://openalex.org/W3120488504","https://openalex.org/W3122598275","https://openalex.org/W3130175758","https://openalex.org/W3133561284","https://openalex.org/W3139274269","https://openalex.org/W3156856498","https://openalex.org/W3158610431","https://openalex.org/W3174934194","https://openalex.org/W3179483397","https://openalex.org/W3195098274","https://openalex.org/W3197902287","https://openalex.org/W4213298025","https://openalex.org/W4213450433","https://openalex.org/W4224255545","https://openalex.org/W4297183903","https://openalex.org/W4311769914","https://openalex.org/W4313680591","https://openalex.org/W4319324174","https://openalex.org/W6931717954"],"related_works":["https://openalex.org/W4256152544","https://openalex.org/W2003087713","https://openalex.org/W2185815019","https://openalex.org/W2055800560","https://openalex.org/W2186535538","https://openalex.org/W3006349334","https://openalex.org/W4401133862","https://openalex.org/W2106838884","https://openalex.org/W2122127011","https://openalex.org/W2092714726"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}