{"id":"https://openalex.org/W2333359066","doi":"https://doi.org/10.1109/siu.2015.7129835","title":"Iterative hard thresholding based Extreme Learning Machine","display_name":"Iterative hard thresholding based Extreme Learning Machine","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W2333359066","doi":"https://doi.org/10.1109/siu.2015.7129835","mag":"2333359066"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2015.7129835","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2015.7129835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23nd Signal Processing and Communications Applications Conference (SIU)","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/A5085136998","display_name":"\u00d6mer Faruk Al\u00e7in","orcid":"https://orcid.org/0000-0002-2917-3736"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u00d6mer Faruk Al\u00e7in","raw_affiliation_strings":["Elektronik ve Bilgisayar E&#x011F;t. B&#x00F6;l., F&#x0131;rat &#x00DC;niversitesi, Elaz&#x0131;&#x011F;, T&#x00FC;rkiye","Firat Universitesi, Elazig, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elektronik ve Bilgisayar E&#x011F;t. B&#x00F6;l., F&#x0131;rat &#x00DC;niversitesi, Elaz&#x0131;&#x011F;, T&#x00FC;rkiye","institution_ids":[]},{"raw_affiliation_string":"Firat Universitesi, Elazig, TR","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056892459","display_name":"Ali Ar\u0131","orcid":"https://orcid.org/0000-0002-5071-6790"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ali Ar\u0131","raw_affiliation_strings":["Bilgisayar Teknolojileri B&#x00F6;l., &#x0130;n&#x00F6;n&#x00FC; &#x00DC;niversitesi, Malatya, T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar Teknolojileri B&#x00F6;l., &#x0130;n&#x00F6;n&#x00FC; &#x00DC;niversitesi, Malatya, T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045216943","display_name":"Abdulkadir \u015eeng\u00fcr","orcid":"https://orcid.org/0000-0003-1614-2639"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Abdulkadir \u015eeng\u00fcr","raw_affiliation_strings":["Elektrik ve Elektronik M&#x00FC;h. B&#x00F6;l., F&#x0131;rat &#x00DC;niversitesi, Elaz&#x0131;&#x011F;, T&#x00FC;rkiye","Firat Universitesi, Elazig, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elektrik ve Elektronik M&#x00FC;h. B&#x00F6;l., F&#x0131;rat &#x00DC;niversitesi, Elaz&#x0131;&#x011F;, T&#x00FC;rkiye","institution_ids":[]},{"raw_affiliation_string":"Firat Universitesi, Elazig, TR","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003748807","display_name":"M. Cevdet \u0130nce","orcid":"https://orcid.org/0000-0002-8200-5571"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Melih Cevdet \u0130nce","raw_affiliation_strings":["Elektrik ve Elektronik M&#x00FC;h. B&#x00F6;l., F&#x0131;rat &#x00DC;niversitesi, Elaz&#x0131;&#x011F;, T&#x00FC;rkiye","Firat Universitesi, Elazig, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elektrik ve Elektronik M&#x00FC;h. B&#x00F6;l., F&#x0131;rat &#x00DC;niversitesi, Elaz&#x0131;&#x011F;, T&#x00FC;rkiye","institution_ids":[]},{"raw_affiliation_string":"Firat Universitesi, Elazig, TR","institution_ids":["https://openalex.org/I143396566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12265214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"367","last_page":"370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","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/T12676","display_name":"Machine Learning and ELM","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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.973800003528595,"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/T10320","display_name":"Neural Networks and Applications","score":0.972100019454956,"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/extreme-learning-machine","display_name":"Extreme learning machine","score":0.9519035816192627},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6757714748382568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6724955439567566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5705493688583374},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.44507020711898804},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43236225843429565},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39225679636001587},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38109585642814636},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3216482996940613},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22196310758590698}],"concepts":[{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.9519035816192627},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6757714748382568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6724955439567566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5705493688583374},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.44507020711898804},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43236225843429565},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39225679636001587},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38109585642814636},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3216482996940613},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22196310758590698},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu.2015.7129835","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2015.7129835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23nd Signal Processing and Communications Applications Conference (SIU)","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W31566076","https://openalex.org/W2953058328","https://openalex.org/W4297902562","https://openalex.org/W1542224353","https://openalex.org/W2741186499","https://openalex.org/W2804652951","https://openalex.org/W1661087619","https://openalex.org/W1972782958","https://openalex.org/W2969890106"],"abstract_inverted_index":{"Extreme":[0],"Learning":[1],"Machines":[2],"(ELM)":[3],"is":[4,70],"a":[5],"new":[6],"learning":[7],"algorithm":[8],"for":[9,50,82],"Single":[10],"hidden":[11,41],"Layer":[12],"Feed-forward":[13],"Networks":[14],"(SLFNs).":[15],"The":[16,62,85],"ELM":[17,60,96],"has":[18,90],"better":[19],"generalization,":[20],"rapid":[21],"training":[22],"and":[23,33,105],"lower":[24],"complexity,":[25],"however,":[26],"the":[27,40,54,59,66,94],"method":[28,68],"suffer":[29],"from":[30],"singularity":[31],"problem":[32],"obtaining":[34,100],"optimum":[35,101],"number":[36,102],"of":[37,53,58,65,103],"neurons":[38,104],"in":[39],"layer.":[42],"In":[43],"this":[44],"paper,":[45],"we":[46],"considered":[47],"an":[48],"IHT":[49],"sparse":[51],"approximation":[52],"output":[55],"weights":[56],"vector":[57],"network.":[61],"performance":[63],"evaluation":[64],"proposed":[67],"which":[69],"called":[71],"IHT-ELM,":[72],"was":[73],"chosen":[74],"out":[75],"on":[76],"four":[77],"commonly":[78],"used":[79],"medical":[80],"dataset":[81],"prediction":[83],"purposes.":[84],"results":[86],"showed":[87],"that":[88],"IHT-ELM":[89],"several":[91],"advantages":[92],"against":[93],"original":[95],"methods":[97],"such":[98],"as":[99],"low":[106],"complexity.":[107]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
