{"id":"https://openalex.org/W3005743989","doi":"https://doi.org/10.1109/icce-tw46550.2019.8991813","title":"Machine Learning Techniques for Building and Evaluation of Routability-driven Macro Placement","display_name":"Machine Learning Techniques for Building and Evaluation of Routability-driven Macro Placement","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W3005743989","doi":"https://doi.org/10.1109/icce-tw46550.2019.8991813","mag":"3005743989"},"language":"en","primary_location":{"id":"doi:10.1109/icce-tw46550.2019.8991813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-tw46550.2019.8991813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW)","raw_type":"proceedings-article"},"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/A5054845461","display_name":"Wei\u2010Kai Cheng","orcid":"https://orcid.org/0000-0002-2867-6200"},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wei-Kai Cheng","raw_affiliation_strings":["Chung Yuan Christian University,Department of Information and Computer Engineering,Taoyuan City,Taiwan","Department of Information and Computer Engineering, Chung Yuan Christian University, Taoyuan City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chung Yuan Christian University,Department of Information and Computer Engineering,Taoyuan City,Taiwan","institution_ids":["https://openalex.org/I151221077"]},{"raw_affiliation_string":"Department of Information and Computer Engineering, Chung Yuan Christian University, Taoyuan City, Taiwan","institution_ids":["https://openalex.org/I151221077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091305943","display_name":"Chih-Shuan Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Shuan Wu","raw_affiliation_strings":["Chung Yuan Christian University,Department of Information and Computer Engineering,Taoyuan City,Taiwan","Department of Information and Computer Engineering, Chung Yuan Christian University, Taoyuan City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chung Yuan Christian University,Department of Information and Computer Engineering,Taoyuan City,Taiwan","institution_ids":["https://openalex.org/I151221077"]},{"raw_affiliation_string":"Department of Information and Computer Engineering, Chung Yuan Christian University, Taoyuan City, Taiwan","institution_ids":["https://openalex.org/I151221077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I151221077"],"apc_list":null,"apc_paid":null,"fwci":0.1093,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.45210728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9995999932289124,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9995999932289124,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9869999885559082,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9861000180244446,"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/macro","display_name":"Macro","score":0.8079074025154114},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7250915765762329},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.41680964827537537},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3497242331504822},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3480599820613861},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.32347485423088074}],"concepts":[{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.8079074025154114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7250915765762329},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.41680964827537537},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3497242331504822},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3480599820613861},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.32347485423088074}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-tw46550.2019.8991813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-tw46550.2019.8991813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1675335411","https://openalex.org/W2105331066","https://openalex.org/W2570771846","https://openalex.org/W2811324085"],"related_works":["https://openalex.org/W2030816003","https://openalex.org/W4239992647","https://openalex.org/W2150013480","https://openalex.org/W1554458299","https://openalex.org/W2076325756","https://openalex.org/W81423522","https://openalex.org/W1509860481","https://openalex.org/W2488264085","https://openalex.org/W4386206750","https://openalex.org/W4238700786"],"abstract_inverted_index":{"Routability":[0],"evaluation":[1,32,81],"in":[2,10,30,71],"macro":[3],"placement":[4,65],"is":[5,52,82],"a":[6],"very":[7],"important":[8],"issue":[9],"the":[11,31,35,43,55,64,72],"physical":[12,56],"synthesis":[13],"of":[14,37,46],"VLSI":[15],"design.":[16],"In":[17],"this":[18],"paper,":[19],"we":[20],"propose":[21],"to":[22,41,67],"use":[23],"two":[24],"different":[25],"machine":[26,47],"learning":[27,48],"methods":[28],"simultaneously":[29],"process,":[33],"with":[34],"goal":[36],"exploring":[38],"potential":[39],"connections":[40],"improve":[42],"prediction":[44],"accuracy":[45],"models.":[49],"The":[50],"method":[51],"integrated":[53],"into":[54],"design":[57,70],"flow":[58],"and":[59,84],"predict":[60],"routability":[61],"effectively":[62],"during":[63],"stage":[66],"avoid":[68],"infeasible":[69],"detailed":[73],"routing":[74],"stage.":[75],"Experiment":[76],"results":[77],"show":[78],"that":[79],"our":[80],"accurate":[83],"effective.":[85]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
