{"id":"https://openalex.org/W2128638617","doi":"https://doi.org/10.1007/978-3-319-07176-3_70","title":"On Mean Shift Clustering for Directional Data on a Hypersphere","display_name":"On Mean Shift Clustering for Directional Data on a Hypersphere","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2128638617","doi":"https://doi.org/10.1007/978-3-319-07176-3_70","mag":"2128638617"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-07176-3_70","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07176-3_70","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5087177935","display_name":"Miin\u2010Shen Yang","orcid":"https://orcid.org/0000-0002-4907-3548"},"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":true,"raw_author_name":"Miin-Shen Yang","raw_affiliation_strings":["Department of Applied Mathematics, Chung Yuan Christian University, Chung-Li, 32023, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, Chung Yuan Christian University, Chung-Li, 32023, Taiwan","institution_ids":["https://openalex.org/I151221077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021188695","display_name":"Shou-Jen Chang-Chien","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":"Shou-Jen Chang-Chien","raw_affiliation_strings":["Department of Applied Mathematics, Chung Yuan Christian University, Chung-Li, 32023, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, Chung Yuan Christian University, Chung-Li, 32023, Taiwan","institution_ids":["https://openalex.org/I151221077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022514872","display_name":"Hsun-Chih Kuo","orcid":"https://orcid.org/0000-0002-0349-6983"},"institutions":[{"id":"https://openalex.org/I87354575","display_name":"National Chengchi University","ror":"https://ror.org/03rqk8h36","country_code":"TW","type":"education","lineage":["https://openalex.org/I87354575"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsun-Chih Kuo","raw_affiliation_strings":["Department of Statistics, National Chengchi University, Wenshan District, Taipei, 11605, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, National Chengchi University, Wenshan District, Taipei, 11605, Taiwan","institution_ids":["https://openalex.org/I87354575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087177935"],"corresponding_institution_ids":["https://openalex.org/I151221077"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7247,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.73163859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"809","last_page":"818"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9811999797821045,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9811999797821045,"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/T14051","display_name":"Regional Economic and Spatial Analysis","score":0.9560999870300293,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9476000070571899,"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/hypersphere","display_name":"Hypersphere","score":0.9138666391372681},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.9080297946929932},{"id":"https://openalex.org/keywords/mean-shift","display_name":"Mean-shift","score":0.7672168612480164},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6424280405044556},{"id":"https://openalex.org/keywords/k-medians-clustering","display_name":"k-medians clustering","score":0.5880874991416931},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.5068944096565247},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4317227005958557},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4288303554058075},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35223835706710815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3428800404071808},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3366934657096863}],"concepts":[{"id":"https://openalex.org/C2776562905","wikidata":"https://www.wikidata.org/wiki/Q306610","display_name":"Hypersphere","level":2,"score":0.9138666391372681},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.9080297946929932},{"id":"https://openalex.org/C48548287","wikidata":"https://www.wikidata.org/wiki/Q6803557","display_name":"Mean-shift","level":3,"score":0.7672168612480164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6424280405044556},{"id":"https://openalex.org/C115328559","wikidata":"https://www.wikidata.org/wiki/Q4041956","display_name":"k-medians clustering","level":5,"score":0.5880874991416931},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.5068944096565247},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4317227005958557},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4288303554058075},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35223835706710815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3428800404071808},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3366934657096863}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-07176-3_70","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07176-3_70","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1493454437","https://openalex.org/W1601740268","https://openalex.org/W1967522381","https://openalex.org/W1978380673","https://openalex.org/W1981049948","https://openalex.org/W1991081220","https://openalex.org/W2006025735","https://openalex.org/W2030815738","https://openalex.org/W2038455036","https://openalex.org/W2043564030","https://openalex.org/W2141510936","https://openalex.org/W2164500538","https://openalex.org/W2791221460","https://openalex.org/W2797466362","https://openalex.org/W2999729612","https://openalex.org/W3013267890"],"related_works":["https://openalex.org/W2393816671","https://openalex.org/W2376412895","https://openalex.org/W2367377022","https://openalex.org/W2293953271","https://openalex.org/W2896827084","https://openalex.org/W1547125942","https://openalex.org/W3113302101","https://openalex.org/W2389804866","https://openalex.org/W2188840951","https://openalex.org/W3092684173"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}