{"id":"https://openalex.org/W3084500188","doi":"https://doi.org/10.1007/978-3-030-59028-4_1","title":"An In-Memory Cognitive-Based Hyperdimensional Approach to Accurately Classify DNA-Methylation Data of Cancer","display_name":"An In-Memory Cognitive-Based Hyperdimensional Approach to Accurately Classify DNA-Methylation Data of Cancer","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3084500188","doi":"https://doi.org/10.1007/978-3-030-59028-4_1","mag":"3084500188"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-59028-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59028-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5010164802","display_name":"Fabio Cumbo","orcid":"https://orcid.org/0000-0003-2920-5838"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Fabio Cumbo","raw_affiliation_strings":["Department of Cellular, Computational, and Integrative Biology (CIBIO), University of Trento, Povo, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2920-5838","affiliations":[{"raw_affiliation_string":"Department of Cellular, Computational, and Integrative Biology (CIBIO), University of Trento, Povo, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005597720","display_name":"Emanuel Weitschek","orcid":"https://orcid.org/0000-0002-8045-2925"},"institutions":[{"id":"https://openalex.org/I4210155399","display_name":"UniNettuno University","ror":"https://ror.org/04q0nep37","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210155399"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emanuel Weitschek","raw_affiliation_strings":["Department of Engineering, Uninettuno University, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8045-2925","affiliations":[{"raw_affiliation_string":"Department of Engineering, Uninettuno University, Rome, Italy","institution_ids":["https://openalex.org/I4210155399"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010164802"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":1.5781,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82962271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12820","display_name":"Chromatin Remodeling and Cancer","score":0.9923999905586243,"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/T11173","display_name":"Neurofibromatosis and Schwannoma Cases","score":0.9132999777793884,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dna-methylation","display_name":"DNA methylation","score":0.7166210412979126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6670703887939453},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5002844333648682},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.45929473638534546},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.45753318071365356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4383960962295532},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3335445523262024},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3036372661590576},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2790730595588684},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.16354170441627502},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.1131119430065155}],"concepts":[{"id":"https://openalex.org/C190727270","wikidata":"https://www.wikidata.org/wiki/Q874745","display_name":"DNA methylation","level":4,"score":0.7166210412979126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6670703887939453},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5002844333648682},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45929473638534546},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.45753318071365356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4383960962295532},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3335445523262024},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3036372661590576},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2790730595588684},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.16354170441627502},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.1131119430065155},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-59028-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59028-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8799999952316284,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2070862086","https://openalex.org/W2158485828","https://openalex.org/W2175762584","https://openalex.org/W2286261512","https://openalex.org/W2476008461","https://openalex.org/W2566169553","https://openalex.org/W2576536922","https://openalex.org/W2623410148","https://openalex.org/W2771100829","https://openalex.org/W2791344571","https://openalex.org/W2803117744","https://openalex.org/W2809429070","https://openalex.org/W2810284888","https://openalex.org/W2895907232","https://openalex.org/W2898361614","https://openalex.org/W4232286453"],"related_works":["https://openalex.org/W2375584271","https://openalex.org/W1979814181","https://openalex.org/W1997105855","https://openalex.org/W3092304831","https://openalex.org/W4301030387","https://openalex.org/W2414286769","https://openalex.org/W2341463531","https://openalex.org/W2013223288","https://openalex.org/W4286742095","https://openalex.org/W1944020248"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"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"}