{"id":"https://openalex.org/W4407930152","doi":"https://doi.org/10.5220/0013178800003911","title":"Clustering Single-Cell RNA-seq Data: Impact of Data Binarization on Algorithmic Performance","display_name":"Clustering Single-Cell RNA-seq Data: Impact of Data Binarization on Algorithmic Performance","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407930152","doi":"https://doi.org/10.5220/0013178800003911"},"language":"en","primary_location":{"id":"doi:10.5220/0013178800003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013178800003911","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 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0013178800003911","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058144797","display_name":"Karolina Widzisz","orcid":null},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Karolina Widzisz","raw_affiliation_strings":["Department of Computer Graphics, Vision and Digital Systems, Silesian University of Technology, Akademicka 16, Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Graphics, Vision and Digital Systems, Silesian University of Technology, Akademicka 16, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077580855","display_name":"Mateusz Kania","orcid":"https://orcid.org/0000-0002-3605-0398"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Mateusz Kania","raw_affiliation_strings":["Department of Applied Informatics, Silesian University of Technology, Akademicka 16, Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Applied Informatics, Silesian University of Technology, Akademicka 16, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014860660","display_name":"Joanna \u017by\u0142a","orcid":"https://orcid.org/0000-0002-2895-7969"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Joanna Zyla","raw_affiliation_strings":["Department of Data Science and Engineering, Silesian University of Technology, Akademicka 16, Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Data Science and Engineering, Silesian University of Technology, Akademicka 16, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062290220","display_name":"Andrzej Pola\u0144ski","orcid":"https://orcid.org/0000-0002-1793-9546"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Andrzej Pola\u0144ski","raw_affiliation_strings":["Department of Computer Graphics, Vision and Digital Systems, Silesian University of Technology, Akademicka 16, Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Graphics, Vision and Digital Systems, Silesian University of Technology, Akademicka 16, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058144797"],"corresponding_institution_ids":["https://openalex.org/I119004910"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03609647,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"594","last_page":"602"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7525893449783325},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6812738180160522},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.546371579170227},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4196498394012451},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33251017332077026},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10172948241233826}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7525893449783325},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6812738180160522},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.546371579170227},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4196498394012451},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33251017332077026},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10172948241233826}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0013178800003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013178800003911","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 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0013178800003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013178800003911","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 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
