{"id":"https://openalex.org/W7126090355","doi":"https://doi.org/10.1007/s11042-026-21351-1","title":"Enhancing a task recognition model for real-time control of artificial limbs using data-driven boosting-based stacking on the MILimbEEG dataset","display_name":"Enhancing a task recognition model for real-time control of artificial limbs using data-driven boosting-based stacking on the MILimbEEG dataset","publication_year":2026,"publication_date":"2026-01-29","ids":{"openalex":"https://openalex.org/W7126090355","doi":"https://doi.org/10.1007/s11042-026-21351-1"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-026-21351-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-026-21351-1","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools 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/A5045202038","display_name":"Wissam H. Alawee","orcid":"https://orcid.org/0000-0002-6863-8989"},"institutions":[{"id":"https://openalex.org/I171256487","display_name":"University of Technology - Iraq","ror":"https://ror.org/01w1ehb86","country_code":"IQ","type":"education","lineage":["https://openalex.org/I171256487"]},{"id":"https://openalex.org/I3131779051","display_name":"Iraqi University","ror":"https://ror.org/01wfhkb67","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3131779051"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Wissam H. Alawee","raw_affiliation_strings":["College of Artificial Intelligence Engineering, University of Technology- Iraq, Baghdad, Iraq","Training and Workshops Center, University of Technology- Iraq, Baghdad, Iraq"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence Engineering, University of Technology- Iraq, Baghdad, Iraq","institution_ids":["https://openalex.org/I171256487","https://openalex.org/I3131779051"]},{"raw_affiliation_string":"Training and Workshops Center, University of Technology- Iraq, Baghdad, Iraq","institution_ids":["https://openalex.org/I171256487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032400628","display_name":"Luttfi A. Al-Haddad","orcid":"https://orcid.org/0000-0001-7832-1048"},"institutions":[{"id":"https://openalex.org/I171256487","display_name":"University of Technology - Iraq","ror":"https://ror.org/01w1ehb86","country_code":"IQ","type":"education","lineage":["https://openalex.org/I171256487"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Luttfi A. Al-Haddad","raw_affiliation_strings":["College of Mechanical Engineering, University of Technology- Iraq, Baghdad, Iraq"],"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, University of Technology- Iraq, Baghdad, Iraq","institution_ids":["https://openalex.org/I171256487"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055826621","display_name":"Asad Ali","orcid":"https://orcid.org/0000-0003-0628-6081"},"institutions":[{"id":"https://openalex.org/I4210142005","display_name":"University of Kerbala","ror":"https://ror.org/0449bkp65","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210142005"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ali Basem","raw_affiliation_strings":["Air Conditioning Engineering Department, Faculty of Engineering, Warith Al-Anbiyaa University, Holy Karbala, Iraq"],"affiliations":[{"raw_affiliation_string":"Air Conditioning Engineering Department, Faculty of Engineering, Warith Al-Anbiyaa University, Holy Karbala, Iraq","institution_ids":["https://openalex.org/I4210142005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045202038"],"corresponding_institution_ids":["https://openalex.org/I171256487","https://openalex.org/I3131779051"],"apc_list":null,"apc_paid":null,"fwci":30.7621,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.98790346,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"85","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.7695000171661377,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.7695000171661377,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.2071000039577484,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.004600000102072954,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8475000262260437},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.6395000219345093},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.6029000282287598},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5733000040054321},{"id":"https://openalex.org/keywords/skewness","display_name":"Skewness","score":0.4693000018596649},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.4494999945163727},{"id":"https://openalex.org/keywords/stacking","display_name":"Stacking","score":0.4447999894618988},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.423799991607666}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8490999937057495},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8475000262260437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6912000179290771},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.6395000219345093},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6029000282287598},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5733000040054321},{"id":"https://openalex.org/C122342681","wikidata":"https://www.wikidata.org/wiki/Q330828","display_name":"Skewness","level":2,"score":0.4693000018596649},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.4494999945163727},{"id":"https://openalex.org/C33347731","wikidata":"https://www.wikidata.org/wiki/Q285210","display_name":"Stacking","level":2,"score":0.4447999894618988},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44029998779296875},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.423799991607666},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4018000066280365},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.3986999988555908},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3203999996185303},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.3093000054359436},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.2922999858856201},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.2856999933719635},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.2768000066280365},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C2780707294","wikidata":"https://www.wikidata.org/wiki/Q27795853","display_name":"Effi","level":2,"score":0.26460000872612}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-026-21351-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-026-21351-1","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W2089799656","https://openalex.org/W2954214015","https://openalex.org/W2990612801","https://openalex.org/W3134770158","https://openalex.org/W3156699217","https://openalex.org/W3199805001","https://openalex.org/W3203394759","https://openalex.org/W3204849062","https://openalex.org/W3211277438","https://openalex.org/W4210410512","https://openalex.org/W4289639775","https://openalex.org/W4292334794","https://openalex.org/W4309382735","https://openalex.org/W4312179682","https://openalex.org/W4317757022","https://openalex.org/W4317934313","https://openalex.org/W4318478529","https://openalex.org/W4321371249","https://openalex.org/W4327747301","https://openalex.org/W4367663838","https://openalex.org/W4367850968","https://openalex.org/W4372215184","https://openalex.org/W4372232550","https://openalex.org/W4375946536","https://openalex.org/W4375952591","https://openalex.org/W4379230716","https://openalex.org/W4382701028","https://openalex.org/W4383879243","https://openalex.org/W4384131085","https://openalex.org/W4385347680","https://openalex.org/W4385948447","https://openalex.org/W4386120353","https://openalex.org/W4386133019","https://openalex.org/W4386295280","https://openalex.org/W4386400510","https://openalex.org/W4386499065","https://openalex.org/W4386972745","https://openalex.org/W4387408824","https://openalex.org/W4388705578","https://openalex.org/W4389616311","https://openalex.org/W4390083794","https://openalex.org/W4390229748","https://openalex.org/W4390685521","https://openalex.org/W4392058879","https://openalex.org/W4403054410","https://openalex.org/W4406282738","https://openalex.org/W4408728509","https://openalex.org/W4410176334","https://openalex.org/W4410303433","https://openalex.org/W4410553211","https://openalex.org/W4412047919","https://openalex.org/W4412176414","https://openalex.org/W6887856831"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2026-01-30T00:00:00"}
