{"id":"https://openalex.org/W2061318665","doi":"https://doi.org/10.5220/0005017801840189","title":"Manifold Embedding based Visualization of Signals","display_name":"Manifold Embedding based Visualization of Signals","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2061318665","doi":"https://doi.org/10.5220/0005017801840189","mag":"2061318665"},"language":"en","primary_location":{"id":"doi:10.5220/0005017801840189","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005017801840189","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005017801840189","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109246432","display_name":"Hee Il Hahn","orcid":null},"institutions":[{"id":"https://openalex.org/I83436808","display_name":"Hankuk University of Foreign Studies","ror":"https://ror.org/051q2m369","country_code":"KR","type":"education","lineage":["https://openalex.org/I83436808"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hee Il Hahn","raw_affiliation_strings":["Hankuk University of Foreign Studies, Korea, Republic of","Department of Information and Communications Eng., Hankuk University of Foreign Studies, 89 Wangsan, Mohyun, Yongin, Kyonggi-Do, 449-791, Korea"],"affiliations":[{"raw_affiliation_string":"Hankuk University of Foreign Studies, Korea, Republic of","institution_ids":["https://openalex.org/I83436808"]},{"raw_affiliation_string":"Department of Information and Communications Eng., Hankuk University of Foreign Studies, 89 Wangsan, Mohyun, Yongin, Kyonggi-Do, 449-791, Korea","institution_ids":["https://openalex.org/I83436808"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5109246432"],"corresponding_institution_ids":["https://openalex.org/I83436808"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12568717,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"184","last_page":"189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/embedding","display_name":"Embedding","score":0.8677865266799927},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.6780855059623718},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.6736623048782349},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.6014652848243713},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.58536297082901},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5142102241516113},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5033335089683533},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4651900827884674},{"id":"https://openalex.org/keywords/graph-embedding","display_name":"Graph embedding","score":0.43921008706092834},{"id":"https://openalex.org/keywords/laplace-operator","display_name":"Laplace operator","score":0.43760523200035095},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4067878723144531},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39720386266708374},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.39339277148246765},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3040727376937866},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2993481755256653},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.21287959814071655},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.13428577780723572},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.11373242735862732}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.8677865266799927},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.6780855059623718},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.6736623048782349},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.6014652848243713},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.58536297082901},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5142102241516113},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5033335089683533},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4651900827884674},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.43921008706092834},{"id":"https://openalex.org/C165700671","wikidata":"https://www.wikidata.org/wiki/Q203484","display_name":"Laplace operator","level":2,"score":0.43760523200035095},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4067878723144531},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39720386266708374},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.39339277148246765},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3040727376937866},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2993481755256653},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.21287959814071655},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.13428577780723572},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.11373242735862732},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0005017801840189","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005017801840189","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0005017801840189","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005017801840189","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2001141328","https://openalex.org/W2029073757","https://openalex.org/W2053186076","https://openalex.org/W2097308346","https://openalex.org/W2130470622","https://openalex.org/W2545734817","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W117517268","https://openalex.org/W2383239174","https://openalex.org/W2362829263","https://openalex.org/W2900415423","https://openalex.org/W3159953198","https://openalex.org/W4394643898","https://openalex.org/W49725993","https://openalex.org/W2380477800","https://openalex.org/W2047382418","https://openalex.org/W2970256865"],"abstract_inverted_index":{"We":[0],"address":[1],"the":[2,24,41,45,68,72,79,92,97,113,116],"problem":[3],"of":[4,26,55,70,81,99,115],"transforming":[5],"statistically":[6,93],"stationary":[7],"waveform":[8],"signals":[9],"into":[10,17],"their":[11,119],"intrinsic":[12,39],"geometries":[13,38],"by":[14],"embedding":[15,34],"them":[16,84],"two":[18,76],"or":[19],"three":[20],"dimensional":[21],"space":[22],"for":[23],"purpose":[25],"visualizing":[27],"them.":[28],"The":[29],"graph":[30],"Laplacian":[31],"based":[32],"manifold":[33],"algorithms":[35],"basically":[36],"generate":[37],"to":[40,66,90,111,118],"signal":[42],"characteristics":[43],"under":[44],"conditions":[46],"that":[47],"it":[48,88],"is":[49,64,103],"smooth":[50],"enough":[51],"and":[52,107],"sufficient":[53],"number":[54,80],"patches":[56,95],"are":[57],"extracted":[58],"from":[59],"it.":[60],"Especially,":[61],"commute":[62],"time":[63],"known":[65],"have":[67],"properties":[69],"shrinking":[71],"mutual":[73],"distance":[74],"between":[75],"points":[77],"as":[78],"paths":[82],"connecting":[83],"increases,":[85],"which":[86],"makes":[87],"possible":[89],"align":[91],"different":[94],"in":[96],"form":[98],"curves.":[100],"Extensive":[101],"experiment":[102],"conducted":[104],"with":[105],"speeches":[106],"musical":[108],"instrumental":[109],"sounds":[110],"investigate":[112],"relevance":[114],"waveforms":[117],"own":[120],"inherent":[121],"geometries.":[122]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}