{"id":"https://openalex.org/W2654889591","doi":"https://doi.org/10.1007/978-3-319-60816-7_8","title":"Classification of Colorectal Cancer Using Clustering and Feature Selection Approaches","display_name":"Classification of Colorectal Cancer Using Clustering and Feature Selection Approaches","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2654889591","doi":"https://doi.org/10.1007/978-3-319-60816-7_8","mag":"2654889591"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-60816-7_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-60816-7_8","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/A5082162315","display_name":"Hui Wen Nies","orcid":"https://orcid.org/0000-0003-4521-1648"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hui Wen Nies","raw_affiliation_strings":["Artificial Intelligence and Bioinformatics Research Group, Faculty of Computing, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Bioinformatics Research Group, Faculty of Computing, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014147057","display_name":"Kauthar Mohd Daud","orcid":"https://orcid.org/0000-0002-4460-9462"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Kauthar Mohd Daud","raw_affiliation_strings":["Artificial Intelligence and Bioinformatics Research Group, Faculty of Computing, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Bioinformatics Research Group, Faculty of Computing, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031916282","display_name":"Muhammad Akmal Remli","orcid":"https://orcid.org/0000-0002-7800-0057"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Muhammad Akmal Remli","raw_affiliation_strings":["Artificial Intelligence and Bioinformatics Research Group, Faculty of Computing, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Bioinformatics Research Group, Faculty of Computing, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085034566","display_name":"Mohd Saberi Mohamad","orcid":"https://orcid.org/0000-0002-1079-4559"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Saberi Mohamad","raw_affiliation_strings":["Artificial Intelligence and Bioinformatics Research Group, Faculty of Computing, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia","Faculty of Computing, Universiti Teknologi Malaysia , Johor, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Bioinformatics Research Group, Faculty of Computing, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"Faculty of Computing, Universiti Teknologi Malaysia , Johor, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108483457","display_name":"Safaai Deris","orcid":null},"institutions":[{"id":"https://openalex.org/I226432","display_name":"Universiti Malaysia Kelantan","ror":"https://ror.org/0463y2v87","country_code":"MY","type":"education","lineage":["https://openalex.org/I226432"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Safaai Deris","raw_affiliation_strings":["Faculty of Creative Technology and Heritage, Universiti Malaysia Kelantan, Locked Bag 01, Bachok, 16300, Kota Bharu, Kelantan, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Creative Technology and Heritage, Universiti Malaysia Kelantan, Locked Bag 01, Bachok, 16300, Kota Bharu, Kelantan, Malaysia","institution_ids":["https://openalex.org/I226432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005208002","display_name":"Sigeru Omatu","orcid":null},"institutions":[{"id":"https://openalex.org/I72375662","display_name":"Osaka Institute of Technology","ror":"https://ror.org/02znffm54","country_code":"JP","type":"education","lineage":["https://openalex.org/I72375662"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Sigeru Omatu","raw_affiliation_strings":["Department of Electronics, Information and Communication Engineering, Osaka Institute of Technology, Osaka, 535-8585, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information and Communication Engineering, Osaka Institute of Technology, Osaka, 535-8585, Japan","institution_ids":["https://openalex.org/I72375662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064913575","display_name":"Shahreen Kasim","orcid":"https://orcid.org/0000-0002-4180-4377"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Shahreen Kasim","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, 86400, Batu Pahat, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, 86400, Batu Pahat, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031136250","display_name":"Ghazali Sulong","orcid":null},"institutions":[{"id":"https://openalex.org/I157696592","display_name":"Universiti Malaysia Terengganu","ror":"https://ror.org/02474f074","country_code":"MY","type":"education","lineage":["https://openalex.org/I157696592"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ghazali Sulong","raw_affiliation_strings":["School of Informatics and Applied Mathematics, Universiti Malaysia Terengganu, 21030, Kuala Nerus, Terengganu, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics and Applied Mathematics, Universiti Malaysia Terengganu, 21030, Kuala Nerus, Terengganu, Malaysia","institution_ids":["https://openalex.org/I157696592"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3585,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80343767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"58","last_page":"65"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9995999932289124,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9797000288963318,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9523000121116638,"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/cluster-analysis","display_name":"Cluster analysis","score":0.7497706413269043},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7366321086883545},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7347985506057739},{"id":"https://openalex.org/keywords/gene-selection","display_name":"Gene selection","score":0.5431408882141113},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5097495913505554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48424646258354187},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47269582748413086},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44143080711364746},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4236012399196625},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.41822999715805054},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4166225790977478},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.3061808943748474},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.22556689381599426},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.20735731720924377},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.13908636569976807}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7497706413269043},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7366321086883545},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7347985506057739},{"id":"https://openalex.org/C2984324147","wikidata":"https://www.wikidata.org/wiki/Q3080021","display_name":"Gene selection","level":5,"score":0.5431408882141113},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5097495913505554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48424646258354187},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47269582748413086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44143080711364746},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4236012399196625},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.41822999715805054},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4166225790977478},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.3061808943748474},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.22556689381599426},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.20735731720924377},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.13908636569976807},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-60816-7_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-60816-7_8","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":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1493454437","https://openalex.org/W1576123718","https://openalex.org/W1955379498","https://openalex.org/W1972785704","https://openalex.org/W1987971958","https://openalex.org/W1992419399","https://openalex.org/W1999556506","https://openalex.org/W2052510426","https://openalex.org/W2054923967","https://openalex.org/W2068568692","https://openalex.org/W2069914810","https://openalex.org/W2080395316","https://openalex.org/W2087684630","https://openalex.org/W2093103229","https://openalex.org/W2094584796","https://openalex.org/W2097549712","https://openalex.org/W2119870871","https://openalex.org/W2132958733","https://openalex.org/W2142594886","https://openalex.org/W2143426320","https://openalex.org/W2155345760","https://openalex.org/W2256782633","https://openalex.org/W2267979810","https://openalex.org/W2325835248","https://openalex.org/W2326913071","https://openalex.org/W2354198926","https://openalex.org/W2460884160","https://openalex.org/W2461483210","https://openalex.org/W2520303620","https://openalex.org/W2534504385","https://openalex.org/W2578355390","https://openalex.org/W2950437976","https://openalex.org/W2999729612"],"related_works":["https://openalex.org/W1492428813","https://openalex.org/W1995862559","https://openalex.org/W2170304139","https://openalex.org/W3120424762","https://openalex.org/W4387885766","https://openalex.org/W4299306949","https://openalex.org/W4323967384","https://openalex.org/W4308011238","https://openalex.org/W2041756206","https://openalex.org/W2160192270"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
