{"id":"https://openalex.org/W3047868903","doi":"https://doi.org/10.1007/978-3-030-51971-1_6","title":"Comparison of Hybrid ACO-k-Means Algorithm and Graph Cut for MRI Images Segmentation","display_name":"Comparison of Hybrid ACO-k-Means Algorithm and Graph Cut for MRI Images Segmentation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3047868903","doi":"https://doi.org/10.1007/978-3-030-51971-1_6","mag":"3047868903"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-51971-1_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-51971-1_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5040425778","display_name":"Samer El-Khatib","orcid":"https://orcid.org/0000-0003-1929-0362"},"institutions":[{"id":"https://openalex.org/I137534880","display_name":"Southern Federal University","ror":"https://ror.org/01tv9ph92","country_code":"RU","type":"education","lineage":["https://openalex.org/I137534880"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Samer El-Khatib","raw_affiliation_strings":["Southern Federal University, Rostov-on-Don, Russia"],"affiliations":[{"raw_affiliation_string":"Southern Federal University, Rostov-on-Don, Russia","institution_ids":["https://openalex.org/I137534880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076256272","display_name":"Yuri Skobtsov","orcid":"https://orcid.org/0000-0002-7677-2010"},"institutions":[{"id":"https://openalex.org/I130523015","display_name":"Saint Petersburg State University of Aerospace and Instrumentation","ror":"https://ror.org/02rsxaa93","country_code":"RU","type":"education","lineage":["https://openalex.org/I130523015"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Yuri Skobtsov","raw_affiliation_strings":["St. Petersburg State University of Aerospace Instrumentation, Saint Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"St. Petersburg State University of Aerospace Instrumentation, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I130523015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056238333","display_name":"Sergey Rodzin","orcid":"https://orcid.org/0000-0002-9327-2309"},"institutions":[{"id":"https://openalex.org/I137534880","display_name":"Southern Federal University","ror":"https://ror.org/01tv9ph92","country_code":"RU","type":"education","lineage":["https://openalex.org/I137534880"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Sergey Rodzin","raw_affiliation_strings":["Southern Federal University, Rostov-on-Don, Russia"],"affiliations":[{"raw_affiliation_string":"Southern Federal University, Rostov-on-Don, Russia","institution_ids":["https://openalex.org/I137534880"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016074983","display_name":"Semyon Potryasaev","orcid":"https://orcid.org/0000-0003-4661-2101"},"institutions":[{"id":"https://openalex.org/I4210103826","display_name":"St. Petersburg Institute for Informatics and Automation","ror":"https://ror.org/01ccb9w37","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210097085","https://openalex.org/I4210103826"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Semyon Potryasaev","raw_affiliation_strings":["St. Petersburg Institute of Informatics and Automation, Russian Academy of Sciences (SPIIRAS), Saint Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"St. Petersburg Institute of Informatics and Automation, Russian Academy of Sciences (SPIIRAS), Saint Petersburg, Russia","institution_ids":["https://openalex.org/I4210103826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076256272"],"corresponding_institution_ids":["https://openalex.org/I130523015"],"apc_list":null,"apc_paid":null,"fwci":0.252,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62839575,"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":"73","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9970999956130981,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9965999722480774,"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/image-segmentation","display_name":"Image segmentation","score":0.7158908843994141},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.7103644609451294},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.7031765580177307},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6875209808349609},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6809627413749695},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6191701889038086},{"id":"https://openalex.org/keywords/minimum-spanning-tree-based-segmentation","display_name":"Minimum spanning tree-based segmentation","score":0.5338312983512878},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5180449485778809},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.5133330225944519},{"id":"https://openalex.org/keywords/cut","display_name":"Cut","score":0.5040956735610962},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.46422716975212097},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4257586598396301},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35941314697265625},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.07750412821769714}],"concepts":[{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.7158908843994141},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.7103644609451294},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.7031765580177307},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6875209808349609},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6809627413749695},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6191701889038086},{"id":"https://openalex.org/C42314347","wikidata":"https://www.wikidata.org/wiki/Q6865488","display_name":"Minimum spanning tree-based segmentation","level":5,"score":0.5338312983512878},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5180449485778809},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5133330225944519},{"id":"https://openalex.org/C5134670","wikidata":"https://www.wikidata.org/wiki/Q1626444","display_name":"Cut","level":4,"score":0.5040956735610962},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.46422716975212097},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4257586598396301},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35941314697265625},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.07750412821769714}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-51971-1_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-51971-1_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1533162639","https://openalex.org/W1599670922","https://openalex.org/W2143516773","https://openalex.org/W2152195021","https://openalex.org/W2465802509","https://openalex.org/W2939574717","https://openalex.org/W2944632103","https://openalex.org/W2978580874","https://openalex.org/W4212962367"],"related_works":["https://openalex.org/W2185902295","https://openalex.org/W3144569342","https://openalex.org/W2551987074","https://openalex.org/W2355564272","https://openalex.org/W2354401560","https://openalex.org/W2184016944","https://openalex.org/W2169551590","https://openalex.org/W2088651901","https://openalex.org/W2897997384","https://openalex.org/W2092484105"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}