{"id":"https://openalex.org/W4407362607","doi":"https://doi.org/10.1109/ispacs62486.2024.10868163","title":"On Quantized Kernel Affine Projection Algorithm: Sparsification via Delayed Vector Quantization","display_name":"On Quantized Kernel Affine Projection Algorithm: Sparsification via Delayed Vector Quantization","publication_year":2024,"publication_date":"2024-12-10","ids":{"openalex":"https://openalex.org/W4407362607","doi":"https://doi.org/10.1109/ispacs62486.2024.10868163"},"language":"en","primary_location":{"id":"doi:10.1109/ispacs62486.2024.10868163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispacs62486.2024.10868163","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","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/A5111785225","display_name":"En-Ting Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I75430998","display_name":"National Ilan University","ror":"https://ror.org/01npf0s58","country_code":"TW","type":"education","lineage":["https://openalex.org/I75430998"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"En-Ting Lin","raw_affiliation_strings":["National Ilan University,Department of Electrical Engineering,Yilan,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Ilan University,Department of Electrical Engineering,Yilan,Taiwan","institution_ids":["https://openalex.org/I75430998"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013301486","display_name":"Ying\u2010Ren Chien","orcid":"https://orcid.org/0000-0002-3013-0290"},"institutions":[{"id":"https://openalex.org/I75430998","display_name":"National Ilan University","ror":"https://ror.org/01npf0s58","country_code":"TW","type":"education","lineage":["https://openalex.org/I75430998"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ying-Ren Chien","raw_affiliation_strings":["National Ilan University,Department of Electrical Engineering,Yilan,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Ilan University,Department of Electrical Engineering,Yilan,Taiwan","institution_ids":["https://openalex.org/I75430998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5111785225"],"corresponding_institution_ids":["https://openalex.org/I75430998"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15527888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9199000000953674,"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"}},"topics":[{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9199000000953674,"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/vector-quantization","display_name":"Vector quantization","score":0.7424408197402954},{"id":"https://openalex.org/keywords/linde\u2013buzo\u2013gray-algorithm","display_name":"Linde\u2013Buzo\u2013Gray algorithm","score":0.7144335508346558},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.5750005841255188},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5273635983467102},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5053139328956604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5014307498931885},{"id":"https://openalex.org/keywords/affine-transformation","display_name":"Affine transformation","score":0.4965539574623108},{"id":"https://openalex.org/keywords/affine-shape-adaptation","display_name":"Affine shape adaptation","score":0.4956241846084595},{"id":"https://openalex.org/keywords/learning-vector-quantization","display_name":"Learning vector quantization","score":0.4736439287662506},{"id":"https://openalex.org/keywords/affine-combination","display_name":"Affine combination","score":0.39865928888320923},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38221508264541626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3511165976524353},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.15810567140579224},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.10682347416877747}],"concepts":[{"id":"https://openalex.org/C199833920","wikidata":"https://www.wikidata.org/wiki/Q612536","display_name":"Vector quantization","level":2,"score":0.7424408197402954},{"id":"https://openalex.org/C93372532","wikidata":"https://www.wikidata.org/wiki/Q6552455","display_name":"Linde\u2013Buzo\u2013Gray algorithm","level":3,"score":0.7144335508346558},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5750005841255188},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5273635983467102},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5053139328956604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5014307498931885},{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.4965539574623108},{"id":"https://openalex.org/C18516315","wikidata":"https://www.wikidata.org/wiki/Q4688950","display_name":"Affine shape adaptation","level":4,"score":0.4956241846084595},{"id":"https://openalex.org/C40567965","wikidata":"https://www.wikidata.org/wiki/Q1820283","display_name":"Learning vector quantization","level":3,"score":0.4736439287662506},{"id":"https://openalex.org/C207221997","wikidata":"https://www.wikidata.org/wiki/Q938614","display_name":"Affine combination","level":3,"score":0.39865928888320923},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38221508264541626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3511165976524353},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.15810567140579224},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.10682347416877747}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ispacs62486.2024.10868163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispacs62486.2024.10868163","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","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":14,"referenced_works":["https://openalex.org/W1882844461","https://openalex.org/W1986580492","https://openalex.org/W2011197824","https://openalex.org/W2071820974","https://openalex.org/W2094631910","https://openalex.org/W2114865067","https://openalex.org/W2126709692","https://openalex.org/W2153290280","https://openalex.org/W2167932108","https://openalex.org/W2481926318","https://openalex.org/W2507535688","https://openalex.org/W2734835871","https://openalex.org/W4310880698","https://openalex.org/W4360981322"],"related_works":["https://openalex.org/W2352648934","https://openalex.org/W2378212145","https://openalex.org/W2100968651","https://openalex.org/W2158420043","https://openalex.org/W2071781501","https://openalex.org/W4243803532","https://openalex.org/W1805748654","https://openalex.org/W3193872944","https://openalex.org/W116978123","https://openalex.org/W1530767163"],"abstract_inverted_index":{"Quantization":[0],"techniques":[1],"compress":[2],"data":[3],"by":[4],"reducing":[5],"large":[6],"datasets":[7],"into":[8],"smaller":[9],"code":[10],"vector":[11,17],"sets.":[12],"This":[13],"study":[14],"introduces":[15],"a":[16],"quantization":[18],"method":[19],"within":[20],"the":[21,29,35],"Kernel":[22,36,57],"Affine":[23,58],"Projection":[24,59],"Algorithm":[25,60],"(KAPA)":[26],"framework,":[27],"combining":[28],"simplicity":[30],"and":[31,71],"online":[32],"capabilities":[33],"of":[34],"Least":[37],"Mean":[38],"Squares":[39],"(KLMS)":[40],"algorithm":[41],"with":[42],"improved":[43],"performance":[44],"through":[45],"reduced":[46],"gradient":[47],"noise":[48],"via":[49],"multiple":[50],"feature":[51],"space":[52],"samples.":[53],"The":[54],"resulting":[55],"Quantized":[56],"(Quantized-KAPA)":[61],"outperforms":[62],"existing":[63],"sparsification":[64],"methods.":[65],"Simulations":[66],"involving":[67],"chaotic":[68],"time-series":[69],"forecasting":[70],"nonlinear":[72],"communication":[73],"channel":[74],"equalization":[75],"demonstrate":[76],"its":[77],"superior":[78],"performance.":[79]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}