{"id":"https://openalex.org/W2219480549","doi":"https://doi.org/10.4018/ijssci.2015040102","title":"Analyze Physical Design Process Using Big Data Tool","display_name":"Analyze Physical Design Process Using Big Data Tool","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W2219480549","doi":"https://doi.org/10.4018/ijssci.2015040102","mag":"2219480549"},"language":"en","primary_location":{"id":"doi:10.4018/ijssci.2015040102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijssci.2015040102","pdf_url":null,"source":{"id":"https://openalex.org/S201241086","display_name":"International Journal of Software Science and Computational Intelligence","issn_l":"1942-9037","issn":["1942-9037","1942-9045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Science and Computational Intelligence","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/A5021083348","display_name":"Waseem Ahmed","orcid":"https://orcid.org/0000-0003-0908-4741"},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Waseem Ahmed","raw_affiliation_strings":["Department of Computer Science, University of Regina, Regina, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Regina, Regina, Canada","institution_ids":["https://openalex.org/I194028371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112393547","display_name":"Lisa Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lisa Fan","raw_affiliation_strings":["Department of Computer Science, University of Regina, Regina, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Regina, Regina, Canada","institution_ids":["https://openalex.org/I194028371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I194028371"],"apc_list":null,"apc_paid":null,"fwci":1.6253,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8860284,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"7","issue":"2","first_page":"31","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9851999878883362,"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/computer-science","display_name":"Computer science","score":0.8808374404907227},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.57936692237854},{"id":"https://openalex.org/keywords/data-extraction","display_name":"Data extraction","score":0.5518631339073181},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5379816293716431},{"id":"https://openalex.org/keywords/data-cleansing","display_name":"Data cleansing","score":0.504510760307312},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.49663931131362915},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.48856648802757263},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.4772788882255554},{"id":"https://openalex.org/keywords/data-validation","display_name":"Data validation","score":0.45163968205451965},{"id":"https://openalex.org/keywords/regular-expression","display_name":"Regular expression","score":0.44193148612976074},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4043992757797241},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14321216940879822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13964217901229858}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8808374404907227},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.57936692237854},{"id":"https://openalex.org/C2777466982","wikidata":"https://www.wikidata.org/wiki/Q5227287","display_name":"Data extraction","level":3,"score":0.5518631339073181},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5379816293716431},{"id":"https://openalex.org/C42199009","wikidata":"https://www.wikidata.org/wiki/Q1172378","display_name":"Data cleansing","level":4,"score":0.504510760307312},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.49663931131362915},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.48856648802757263},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.4772788882255554},{"id":"https://openalex.org/C92446256","wikidata":"https://www.wikidata.org/wiki/Q3306762","display_name":"Data validation","level":2,"score":0.45163968205451965},{"id":"https://openalex.org/C121329065","wikidata":"https://www.wikidata.org/wiki/Q185612","display_name":"Regular expression","level":2,"score":0.44193148612976074},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4043992757797241},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14321216940879822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13964217901229858},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijssci.2015040102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijssci.2015040102","pdf_url":null,"source":{"id":"https://openalex.org/S201241086","display_name":"International Journal of Software Science and Computational Intelligence","issn_l":"1942-9037","issn":["1942-9037","1942-9045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Science and Computational Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jssci0:v:7:y:2015:i:2:p:31-49","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJSSCI.2015040102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W77011064","https://openalex.org/W806991377","https://openalex.org/W1518653822","https://openalex.org/W1585565515","https://openalex.org/W1610496399","https://openalex.org/W1974312189","https://openalex.org/W1985995090","https://openalex.org/W1986983672","https://openalex.org/W2071280898","https://openalex.org/W2137775416","https://openalex.org/W2168123127","https://openalex.org/W2251157814"],"related_works":["https://openalex.org/W4255072332","https://openalex.org/W2028861106","https://openalex.org/W2113730959","https://openalex.org/W2352547155","https://openalex.org/W2281333756","https://openalex.org/W2914128081","https://openalex.org/W2329521575","https://openalex.org/W1173586045","https://openalex.org/W1656153710","https://openalex.org/W1581656238"],"abstract_inverted_index":{"Physical":[0],"Design":[1],"(PD)":[2],"Data":[3,48,157],"tool":[4,24,73,112,168],"is":[5,51,74],"designed":[6],"mainly":[7],"to":[8,29,71,125],"help":[9],"ASIC":[10],"design":[11,16,123],"engineers":[12,124],"in":[13,140],"achieving":[14],"chip":[15],"process":[17,103],"quality,":[18],"optimization":[19],"and":[20,41,56,117,128,153,172],"performance":[21],"measures.":[22],"The":[23,67],"uses":[25],"data":[26,34,40,86,93,101,115,118],"mining":[27],"techniques":[28],"handle":[30],"the":[31,38,91,95,100,108,122,130,137,141,150,167],"existing":[32,134],"unstructured":[33,77],"repository.":[35],"It":[36,89,120],"extracts":[37],"relevant":[39],"loads":[42],"it":[43],"into":[44,94,107],"a":[45,64,75,146],"well-structured":[46],"database.":[47],"archive":[49,61],"mechanism":[50],"enabled":[52],"that":[53,155],"initially":[54],"creates":[55],"then":[57],"keeps":[58],"updating":[59],"an":[60],"repository":[62],"on":[63],"daily":[65],"basis.":[66],"logs":[68],"information":[69],"provide":[70],"PD":[72,111],"completely":[76],"format":[78],"which":[79,143],"parse":[80],"by":[81,166],"regular":[82],"expression":[83],"(regex)":[84],"based":[85],"extraction":[87],"methodology.":[88],"converts":[90],"input":[92],"structured":[96],"tables.":[97],"This":[98],"undergoes":[99],"cleansing":[102],"before":[104],"being":[105],"fed":[106],"operational":[109],"DB.":[110],"also":[113],"ensures":[114],"integrity":[116],"validity.":[119],"helps":[121],"compare,":[126],"correlate":[127],"inter-relate":[129],"results":[131],"of":[132,149],"their":[133],"work":[135],"with":[136],"ones":[138],"done":[139,161],"past":[142],"gives":[144],"them":[145],"clear":[147],"picture":[148],"progress":[151],"made":[152],"deviations":[154],"occurred.":[156],"analysis":[158],"can":[159],"be":[160],"using":[162],"various":[163],"features":[164],"offered":[165],"such":[169],"as":[170],"graphical":[171],"statistical":[173],"representation.":[174]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}