{"id":"https://openalex.org/W1601552786","doi":"https://doi.org/10.1007/978-3-540-45063-4_6","title":"Watershed-Based Unsupervised Clustering","display_name":"Watershed-Based Unsupervised Clustering","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W1601552786","doi":"https://doi.org/10.1007/978-3-540-45063-4_6","mag":"1601552786"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-45063-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-45063-4_6","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/A5011831938","display_name":"Manuele Bicego","orcid":"https://orcid.org/0000-0002-1008-3917"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Manuele Bicego","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 di Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia","Dipartimento di Informatica, Universit\u00e0 di Verona, Ca' Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Verona, Ca' Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033671063","display_name":"Marco Cristani","orcid":"https://orcid.org/0000-0002-0523-6042"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Cristani","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 di Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia","Dipartimento di Informatica, Universit\u00e0 di Verona, Ca' Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Verona, Ca' Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066624955","display_name":"Andrea Fusiello","orcid":"https://orcid.org/0000-0003-2963-0316"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Fusiello","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 di Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia","Dipartimento di Informatica, Universit\u00e0 di Verona, Ca' Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Verona, Ca' Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007242502","display_name":"Vittorio Murino","orcid":"https://orcid.org/0000-0002-8645-2328"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vittorio Murino","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 di Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia","Dipartimento di Informatica, Universit\u00e0 di Verona, Ca' Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Verona, Ca' Vignal 2, Strada Le Grazie 15, 37134, Verona, Italia","institution_ids":["https://openalex.org/I119439378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I119439378"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.15517241,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9986000061035156,"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":0.9986000061035156,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9972000122070312,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9939000010490417,"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/cluster-analysis","display_name":"Cluster analysis","score":0.86266028881073},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8182305693626404},{"id":"https://openalex.org/keywords/watershed","display_name":"Watershed","score":0.7306687831878662},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5581057071685791},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.45591697096824646},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.41316473484039307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39063793420791626},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.3003731071949005},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.261860728263855},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22628265619277954},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13096097111701965}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.86266028881073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8182305693626404},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.7306687831878662},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5581057071685791},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.45591697096824646},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.41316473484039307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39063793420791626},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.3003731071949005},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.261860728263855},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22628265619277954},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13096097111701965},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/978-3-540-45063-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-45063-4_6","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.110.607","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.110.607","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://economia.uniss.it/docenti/bicego/papers/emmcvpr03.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.150.2494","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.150.2494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://profs.sci.univr.it/~fusiello/papers/watershed.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.225.4123","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.225.4123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://profs.sci.univr.it/%7Ebicego/papers/2003_emmcvpr.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.323.7317","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.323.7317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://profs.sci.univr.it/~cristanm/Publications_files/EMMCVPR2003_Cristani.pdf","raw_type":"text"},{"id":"pmh:oai:air.uniud.it:11390/685841","is_oa":false,"landing_page_url":"http://hdl.handle.net/11390/685841","pdf_url":null,"source":{"id":"https://openalex.org/S4306401163","display_name":"Institutional Research Information System (University of Udine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I129043915","host_organization_name":"University of Udine","host_organization_lineage":["https://openalex.org/I129043915"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1583862557","https://openalex.org/W1652775531","https://openalex.org/W1971784203","https://openalex.org/W1992419399","https://openalex.org/W2010140249","https://openalex.org/W2025818287","https://openalex.org/W2051224630","https://openalex.org/W2124260943","https://openalex.org/W2130161630","https://openalex.org/W2131172512","https://openalex.org/W2141398404","https://openalex.org/W2164741953","https://openalex.org/W2188206772","https://openalex.org/W2319660501","https://openalex.org/W3004827288","https://openalex.org/W4230982142"],"related_works":["https://openalex.org/W4311602221","https://openalex.org/W4295135728","https://openalex.org/W1802840531","https://openalex.org/W2511403919","https://openalex.org/W2356198087","https://openalex.org/W2596632494","https://openalex.org/W4312412183","https://openalex.org/W4224807364","https://openalex.org/W4292434959","https://openalex.org/W4388110928"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}