{"id":"https://openalex.org/W7148872841","doi":"https://doi.org/10.1016/j.bspc.2026.110214","title":"QLESCA: A reinforcement learning based metaheuristic for efficient CNN filter pruning","display_name":"QLESCA: A reinforcement learning based metaheuristic for efficient CNN filter pruning","publication_year":2026,"publication_date":"2026-04-03","ids":{"openalex":"https://openalex.org/W7148872841","doi":"https://doi.org/10.1016/j.bspc.2026.110214"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.110214","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110214","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","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/A5017537342","display_name":"Qusay Shihab Hamad","orcid":"https://orcid.org/0000-0002-8699-2586"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]},{"id":"https://openalex.org/I4210119257","display_name":"University of Information Technology and Communications","ror":"https://ror.org/028h0pd91","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210119257"]},{"id":"https://openalex.org/I4210128557","display_name":"Ministry of Higher Education and Scientific Research","ror":"https://ror.org/03m5ehy13","country_code":"IQ","type":"government","lineage":["https://openalex.org/I4210128557"]}],"countries":["IQ","MY"],"is_corresponding":true,"raw_author_name":"Qusay Shihab Hamad","raw_affiliation_strings":["Intelligent Biometric Group, School of Electrical and Electronic Engineering, Engineering Campus, Universiti Sains Malaysia, 14300 Nibong Tebal, Penang, Malaysia","Ministry of Education, Baghdad, Iraq","University of Information Technology and Communications (UOITC), Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Biometric Group, School of Electrical and Electronic Engineering, Engineering Campus, Universiti Sains Malaysia, 14300 Nibong Tebal, Penang, Malaysia","institution_ids":["https://openalex.org/I139322472"]},{"raw_affiliation_string":"Ministry of Education, Baghdad, Iraq","institution_ids":["https://openalex.org/I4210128557"]},{"raw_affiliation_string":"University of Information Technology and Communications (UOITC), Baghdad, Iraq","institution_ids":["https://openalex.org/I4210119257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077924711","display_name":"Hussein Samma","orcid":"https://orcid.org/0000-0002-3562-2788"},"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":false,"raw_author_name":"Hussein Samma","raw_affiliation_strings":["SDAIA-KFUPM Joint Research Center for Artificial Intelligence (JRC-AI), King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SDAIA-KFUPM Joint Research Center for Artificial Intelligence (JRC-AI), King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064121601","display_name":"Shahrel Azmin Suandi","orcid":"https://orcid.org/0000-0001-9980-7426"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Shahrel Azmin Suandi","raw_affiliation_strings":["Intelligent Biometric Group, School of Electrical and Electronic Engineering, Engineering Campus, Universiti Sains Malaysia, 14300 Nibong Tebal, Penang, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Biometric Group, School of Electrical and Electronic Engineering, Engineering Campus, Universiti Sains Malaysia, 14300 Nibong Tebal, Penang, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065388273","display_name":"Abdelazim G. Hussien","orcid":"https://orcid.org/0000-0001-5394-0678"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]},{"id":"https://openalex.org/I66513531","display_name":"Fayoum University","ror":"https://ror.org/023gzwx10","country_code":"EG","type":"education","lineage":["https://openalex.org/I66513531"]}],"countries":["EG","SE"],"is_corresponding":false,"raw_author_name":"Abdelazim G. Hussien","raw_affiliation_strings":["Department of Computer and Information Science, Link\u00f6ping University, Link\u00f6ping, Sweden","Faculty of Science, Fayoum University, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-5394-0678","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, Link\u00f6ping University, Link\u00f6ping, Sweden","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Faculty of Science, Fayoum University, Egypt","institution_ids":["https://openalex.org/I66513531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011984019","display_name":"Muhammad Hamza Zafar","orcid":"https://orcid.org/0000-0002-5025-2009"},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Muhammad Hamza Zafar","raw_affiliation_strings":["Department of Engineering Sciences, University of Agder, Grimstad 4879, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering Sciences, University of Agder, Grimstad 4879, Norway","institution_ids":["https://openalex.org/I200650556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027252301","display_name":"Yasameen Shihab Hamad","orcid":"https://orcid.org/0000-0002-4716-418X"},"institutions":[{"id":"https://openalex.org/I4210128557","display_name":"Ministry of Higher Education and Scientific Research","ror":"https://ror.org/03m5ehy13","country_code":"IQ","type":"government","lineage":["https://openalex.org/I4210128557"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Yasameen Shihab Hamad","raw_affiliation_strings":["Ministry of Education, Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ministry of Education, Baghdad, Iraq","institution_ids":["https://openalex.org/I4210128557"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5017537342"],"corresponding_institution_ids":["https://openalex.org/I139322472","https://openalex.org/I4210119257","https://openalex.org/I4210128557"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45615558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"120","issue":null,"first_page":"110214","last_page":"110214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.2662000060081482,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.2662000060081482,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.09200000017881393,"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"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.05990000069141388,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.6721000075340271},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.6657999753952026},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.527999997138977},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.445499986410141}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7702000141143799},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6721000075340271},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.6657999753952026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6371999979019165},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.527999997138977},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.445499986410141},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36959999799728394},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.31869998574256897},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.31139999628067017},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26019999384880066}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2026.110214","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110214","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4551274275","display_name":null,"funder_award_id":"FRGS/1/2019/ICT02/USM/03/3","funder_id":"https://openalex.org/F4320321709","funder_display_name":"Ministry of Higher Education, Malaysia"}],"funders":[{"id":"https://openalex.org/F4320321709","display_name":"Ministry of Higher Education, Malaysia","ror":"https://ror.org/05mcs2t73"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W2165466912","https://openalex.org/W2232317135","https://openalex.org/W2323397508","https://openalex.org/W2745838971","https://openalex.org/W2761388352","https://openalex.org/W2951402759","https://openalex.org/W2983575492","https://openalex.org/W2988423815","https://openalex.org/W3015868337","https://openalex.org/W3020996329","https://openalex.org/W3021622280","https://openalex.org/W3039137888","https://openalex.org/W3045801508","https://openalex.org/W3089168916","https://openalex.org/W3091488873","https://openalex.org/W3096523314","https://openalex.org/W3106913724","https://openalex.org/W3114640095","https://openalex.org/W3119051141","https://openalex.org/W3123908207","https://openalex.org/W3129101553","https://openalex.org/W3139487216","https://openalex.org/W3148962144","https://openalex.org/W3156869705","https://openalex.org/W3158053885","https://openalex.org/W3159417211","https://openalex.org/W3159442541","https://openalex.org/W3191344932","https://openalex.org/W3191447923","https://openalex.org/W3196669330","https://openalex.org/W3203376206","https://openalex.org/W3205816035","https://openalex.org/W4200254880","https://openalex.org/W4200341551","https://openalex.org/W4200446623","https://openalex.org/W4206191488","https://openalex.org/W4206942282","https://openalex.org/W4210982764","https://openalex.org/W4211021930","https://openalex.org/W4221035317","https://openalex.org/W4221110622","https://openalex.org/W4225416314","https://openalex.org/W4225418893","https://openalex.org/W4226019082","https://openalex.org/W4283368461","https://openalex.org/W4288060296","https://openalex.org/W4293084458","https://openalex.org/W4308694752","https://openalex.org/W4319315424","https://openalex.org/W4385520129","https://openalex.org/W4389274398","https://openalex.org/W4392946938","https://openalex.org/W4393340390","https://openalex.org/W4393340523","https://openalex.org/W4401726555","https://openalex.org/W4404354720","https://openalex.org/W4407975052"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2026-04-04T00:00:00"}
