{"id":"https://openalex.org/W2104968203","doi":"https://doi.org/10.1109/ijcnn.2010.5596290","title":"A complexity based Silent Pruning Algorithm","display_name":"A complexity based Silent Pruning Algorithm","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2104968203","doi":"https://doi.org/10.1109/ijcnn.2010.5596290","mag":"2104968203"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2010.5596290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-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/A5040801409","display_name":"Sultan Uddin Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Sultan Uddin Ahmed","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Khulna University of Engineering and Technology, Khulna, Bangladesh","Department of Electronics and Communication Engineering, Khulna University of Engineering and Technology, (KUET), 9203, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Khulna University of Engineering and Technology, Khulna, Bangladesh","institution_ids":["https://openalex.org/I1307585291"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Khulna University of Engineering and Technology, (KUET), 9203, Bangladesh","institution_ids":["https://openalex.org/I1307585291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028125400","display_name":"Md. Fazle Elahi Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Fazle Elahi Khan","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Khulna University of Engineering and Technology, Khulna, Bangladesh","Dept. of Electrical and Electronic Engineering, Khulna University of Engineering & Technology, 9203, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Khulna University of Engineering and Technology, Khulna, Bangladesh","institution_ids":["https://openalex.org/I1307585291"]},{"raw_affiliation_string":"Dept. of Electrical and Electronic Engineering, Khulna University of Engineering & Technology, 9203, Bangladesh","institution_ids":["https://openalex.org/I1307585291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101908972","display_name":"Md. Shahjahan","orcid":"https://orcid.org/0000-0001-9019-5400"},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Shahjahan","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Khulna University of Engineering and Technology, Khulna, Bangladesh","Dept. of Electrical and Electronic Engineering, Khulna University of Engineering & Technology, 9203, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Khulna University of Engineering and Technology, Khulna, Bangladesh","institution_ids":["https://openalex.org/I1307585291"]},{"raw_affiliation_string":"Dept. of Electrical and Electronic Engineering, Khulna University of Engineering & Technology, 9203, Bangladesh","institution_ids":["https://openalex.org/I1307585291"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018767527","display_name":"Kazuyuki Murase","orcid":"https://orcid.org/0000-0002-2358-995X"},"institutions":[{"id":"https://openalex.org/I111966504","display_name":"University of Fukui","ror":"https://ror.org/00msqp585","country_code":"JP","type":"education","lineage":["https://openalex.org/I111966504"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuyuki Murase","raw_affiliation_strings":["Department of Human and Artificial Intelligence Systems, University of Fukui, Japan","Department of Human and Artificial Intelligence Systems, University of Fukui-910-8507, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Human and Artificial Intelligence Systems, University of Fukui, Japan","institution_ids":["https://openalex.org/I111966504"]},{"raw_affiliation_string":"Department of Human and Artificial Intelligence Systems, University of Fukui-910-8507, Japan","institution_ids":["https://openalex.org/I111966504"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040801409"],"corresponding_institution_ids":["https://openalex.org/I1307585291"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13265208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"i","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998999834060669,"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/T12676","display_name":"Machine Learning and ELM","score":0.9973000288009644,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.991100013256073,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.8260972499847412},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7039095163345337},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5660646557807922},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5184490084648132},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47504329681396484},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46256694197654724},{"id":"https://openalex.org/keywords/tweaking","display_name":"Tweaking","score":0.4598044455051422},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4467323124408722},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.42490270733833313},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4201943278312683},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.41770797967910767},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3475572168827057},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20998969674110413}],"concepts":[{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.8260972499847412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7039095163345337},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5660646557807922},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5184490084648132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47504329681396484},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46256694197654724},{"id":"https://openalex.org/C2780200862","wikidata":"https://www.wikidata.org/wiki/Q4453309","display_name":"Tweaking","level":2,"score":0.4598044455051422},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4467323124408722},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.42490270733833313},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4201943278312683},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.41770797967910767},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3475572168827057},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20998969674110413},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2010.5596290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W10968113","https://openalex.org/W141883336","https://openalex.org/W1172368679","https://openalex.org/W1589396136","https://openalex.org/W1650039045","https://openalex.org/W1971259134","https://openalex.org/W1973429675","https://openalex.org/W1978626680","https://openalex.org/W2002628678","https://openalex.org/W2016043834","https://openalex.org/W2026859661","https://openalex.org/W2034613413","https://openalex.org/W2042481239","https://openalex.org/W2068837659","https://openalex.org/W2077770566","https://openalex.org/W2082610078","https://openalex.org/W2090414491","https://openalex.org/W2099791377","https://openalex.org/W2106721790","https://openalex.org/W2114747792","https://openalex.org/W2114841684","https://openalex.org/W2117941247","https://openalex.org/W2126187614","https://openalex.org/W2142105298","https://openalex.org/W2145085734","https://openalex.org/W2154642048","https://openalex.org/W2166729631","https://openalex.org/W2766736793","https://openalex.org/W4285719527","https://openalex.org/W6600451966","https://openalex.org/W6605809486","https://openalex.org/W6682610290"],"related_works":["https://openalex.org/W4241780599","https://openalex.org/W2968428037","https://openalex.org/W1981619058","https://openalex.org/W2152101763","https://openalex.org/W4244708442","https://openalex.org/W4323777416","https://openalex.org/W2505446473","https://openalex.org/W2057518680","https://openalex.org/W4394339218","https://openalex.org/W2738037186"],"abstract_inverted_index":{"This":[0,22,96],"paper":[1],"presents":[2],"a":[3,48,52,57,69,147,179],"Lempel":[4],"Ziv":[5],"Complexity":[6],"(LZC)":[7],"based":[8,87,197],"pruning":[9,75,108,198],"algorithm,":[10],"called":[11],"Silent":[12],"Pruning":[13],"Algorithm":[14],"(SPA),":[15],"for":[16],"designing":[17],"artificial":[18],"neural":[19,85],"networks":[20],"(ANNs).":[21],"algorithm":[23,97],"prunes":[24,131,182],"hidden":[25,70,79,94,132,183],"neurons":[26],"during":[27],"the":[28,42,112,121,172,226],"training":[29,227],"process":[30],"of":[31,44,54,68,81,93,111,115,125,149,174,194],"ANNs":[32],"according":[33],"to":[34,100,119,137,170,228],"their":[35],"ranks":[36],"computed":[37],"with":[38,191,211],"LZC.":[39],"LZC":[40,63,90],"extracts":[41],"number":[43,148],"unique":[45],"patterns":[46],"in":[47,72,153],"time":[49],"sequence":[50],"as":[51],"measure":[53],"rank.":[55],"As":[56],"result,":[58],"it":[59],"is":[60,76,98,118,189],"expected":[61],"that":[62,204,219],"computes":[64],"idleness":[65],"or":[66],"activeness":[67],"unit":[71],"training.":[73],"The":[74,127,140,200,215],"done":[77],"on":[78,88,146],"nodes":[80],"three":[82],"layered":[83],"feed-forward":[84],"network":[86],"lowest":[89],"(lowest":[91],"rank)":[92],"neurons.":[95],"similar":[99],"yet":[101],"different":[102],"from":[103],"other":[104],"so":[105],"far":[106],"existing":[107],"algorithms.":[109],"One":[110],"sub":[113],"goals":[114],"this":[116],"method":[117,180],"quantify":[120],"complexity":[122,221],"and":[123,156,164,222,231],"topology":[124],"ANN.":[126],"SPA":[128,142,175,188,205],"not":[129],"only":[130],"units":[133,184],"but":[134],"also":[135,217],"facilitates":[136],"maintain":[138],"complexity.":[139],"proposed":[141],"has":[143],"been":[144],"tested":[145],"challenging":[150],"benchmark":[151],"problems":[152],"machine":[154],"learning":[155],"ANNs,":[157],"including":[158],"Cancer,":[159],"Diabetes,":[160],"Heart":[161],"disease,":[162],"Card,":[163],"Glass":[165],"identification":[166],"problems.":[167],"In":[168,186],"order":[169],"justify":[171],"effectiveness":[173],"we":[176],"have":[177],"developed":[178],"which":[181],"randomly.":[185],"addition":[187],"compared":[190],"variance":[192],"analysis":[193],"sensitivity":[195],"information":[196],"method.":[199],"experimental":[201],"results":[202,216],"show":[203,218],"can":[206],"design":[207],"compact":[208],"ANN":[209],"architectures":[210],"good":[212],"generalization":[213],"ability.":[214],"facilitating":[220],"suppressing":[223],"simplicity":[224],"help":[225],"produce":[229],"resourceful":[230],"functional":[232],"network.":[233]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
