{"id":"https://openalex.org/W2041908012","doi":"https://doi.org/10.1145/360276.360311","title":"Algorithmic transformations in the implementation of K- means clustering on reconfigurable hardware","display_name":"Algorithmic transformations in the implementation of K- means clustering on reconfigurable hardware","publication_year":2001,"publication_date":"2001-02-01","ids":{"openalex":"https://openalex.org/W2041908012","doi":"https://doi.org/10.1145/360276.360311","mag":"2041908012"},"language":"en","primary_location":{"id":"doi:10.1145/360276.360311","doi":"https://doi.org/10.1145/360276.360311","is_oa":false,"landing_page_url":"https://doi.org/10.1145/360276.360311","pdf_url":null,"source":{"id":"https://openalex.org/S7407087960","display_name":"ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2001 ACM/SIGDA ninth international symposium on Field programmable gate arrays","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5025112432","display_name":"Mike Estlick","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mike Estlick","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083047329","display_name":"Miriam E. Leeser","orcid":"https://orcid.org/0000-0002-5624-056X","observed_orcids":["https://orcid.org/0000-0002-5624-056X"]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miriam Leeser","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075957872","display_name":"James P. Theiler","orcid":"https://orcid.org/0000-0003-1888-3684","observed_orcids":["https://orcid.org/0000-0003-1888-3684"]},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Theiler","raw_affiliation_strings":["Space and Remote Sensing Sciences Group, Los Alamos National Lab, Los Alamos, NM"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Space and Remote Sensing Sciences Group, Los Alamos National Lab, Los Alamos, NM","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010163213","display_name":"John J. Szymanski","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John J. Szymanski","raw_affiliation_strings":["Space and Remote Sensing Sciences Group, Los Alamos National Lab, Los Alamos, NM"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Space and Remote Sensing Sciences Group, Los Alamos National Lab, Los Alamos, NM","institution_ids":["https://openalex.org/I1343871089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1591,"has_fulltext":false,"cited_by_count":129,"citation_normalized_percentile":{"value":0.88342857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"103","last_page":"110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.9042999744415283,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9042999744415283,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T13292","display_name":"Embedded Systems and FPGA Applications","score":0.02329999953508377,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.014800000004470348,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/k-means-clustering","display_name":"K-means clustering","score":0.9869999885559082},{"id":"https://openalex.org/keywords/fpga","display_name":"FPGA","score":0.781000018119812},{"id":"https://openalex.org/keywords/reconfigurable-hardware","display_name":"reconfigurable hardware","score":0.9649999737739563},{"id":"https://openalex.org/keywords/parallelism","display_name":"parallelism","score":0.8849999904632568},{"id":"https://openalex.org/keywords/hyperspectral-imagery","display_name":"hyperspectral imagery","score":0.6959999799728394},{"id":"https://openalex.org/keywords/multispectral-imagery","display_name":"multispectral imagery","score":0.9610000252723694},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"hardware acceleration","score":0.44200000166893005},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"image segmentation","score":0.5659999847412109}],"concepts":[{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.8075999617576599},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7889567613601685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7816330790519714},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.68058180809021},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.4995577335357666},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.47451868653297424},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.4313395023345947},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4086993932723999},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.39444899559020996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20095780491828918}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/360276.360311","doi":"https://doi.org/10.1145/360276.360311","is_oa":false,"landing_page_url":"https://doi.org/10.1145/360276.360311","pdf_url":null,"source":{"id":"https://openalex.org/S7407087960","display_name":"ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2001 ACM/SIGDA ninth international symposium on Field programmable gate arrays","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.32.6372","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.32.6372","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://nis-www.lanl.gov/~jt/Papers/fpga2001.ps","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.470.1913","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.470.1913","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://pdf.aminer.org/000/214/389/algorithmic_transformations_in_the_implementation_of_k_means_clustering_on.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1492603963","https://openalex.org/W1992196058","https://openalex.org/W2083515729","https://openalex.org/W2112928979","https://openalex.org/W2114278295","https://openalex.org/W2294477668"],"related_works":["https://openalex.org/W2111241003","https://openalex.org/W2045183646","https://openalex.org/W2162409446","https://openalex.org/W2355315220","https://openalex.org/W4200391368","https://openalex.org/W2210979487","https://openalex.org/W2074043759","https://openalex.org/W2316202402","https://openalex.org/W2373535795","https://openalex.org/W1482912984"],"abstract_inverted_index":{"In":[0],"mapping":[1],"the":[2,16,21,58],"k-means":[3,22],"algorithm":[4,10,23,44],"to":[5,24,32,48],"FPGA":[6],"hardware,":[7],"we":[8],"examined":[9],"level":[11],"transforms":[12],"that":[13,45],"dramatically":[14],"increased":[15],"achievable":[17],"parallelism.":[18],"We":[19],"apply":[20],"multi-spectral":[25],"and":[26],"hyper-spectral":[27],"images,":[28],"which":[29,54],"have":[30],"tens":[31],"hundreds":[33],"of":[34,38,55],"channels":[35],"per":[36],"pixel":[37,50,59],"data.":[39],"K-means":[40],"is":[41],"an":[42],"iterative":[43],"assigns":[46,47],"each":[49],"a":[51],"label":[52],"indicating":[53],"K":[56],"clusters":[57],"belongs":[60],"to.":[61]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":7}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}
