{"id":"https://openalex.org/W2988963347","doi":"https://doi.org/10.1007/978-3-030-34139-8_33","title":"Applications of Machine Learning Tools in Genomics: A Review","display_name":"Applications of Machine Learning Tools in Genomics: A Review","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2988963347","doi":"https://doi.org/10.1007/978-3-030-34139-8_33","mag":"2988963347"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-34139-8_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-34139-8_33","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":"review","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/A5050626143","display_name":"Joseph L. Fracasso","orcid":null},"institutions":[{"id":"https://openalex.org/I186776151","display_name":"Rider University","ror":"https://ror.org/01dgn5344","country_code":"US","type":"education","lineage":["https://openalex.org/I186776151"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joseph L. Fracasso","raw_affiliation_strings":["Rider University, Lawrenceville, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rider University, Lawrenceville, NJ, USA","institution_ids":["https://openalex.org/I186776151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049385876","display_name":"Md Liakat Ali","orcid":"https://orcid.org/0000-0001-8945-3230"},"institutions":[{"id":"https://openalex.org/I186776151","display_name":"Rider University","ror":"https://ror.org/01dgn5344","country_code":"US","type":"education","lineage":["https://openalex.org/I186776151"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Liakat Ali","raw_affiliation_strings":["Rider University, Lawrenceville, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rider University, Lawrenceville, NJ, USA","institution_ids":["https://openalex.org/I186776151"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5050626143"],"corresponding_institution_ids":["https://openalex.org/I186776151"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.21419508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"330","last_page":"340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9998000264167786,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9998000264167786,"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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9980999827384949,"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/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9980000257492065,"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":0.7905045747756958},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6485183238983154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6038033962249756},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5629622340202332},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5614017248153687},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4407445192337036}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7905045747756958},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6485183238983154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6038033962249756},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5629622340202332},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5614017248153687},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4407445192337036},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-34139-8_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-34139-8_33","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1505191356","https://openalex.org/W1706845200","https://openalex.org/W2003463914","https://openalex.org/W2046842005","https://openalex.org/W2072258885","https://openalex.org/W2114281975","https://openalex.org/W2114720696","https://openalex.org/W2123525093","https://openalex.org/W2139166279","https://openalex.org/W2198606573","https://openalex.org/W2293086481","https://openalex.org/W2336509392","https://openalex.org/W2514430732","https://openalex.org/W2592216350","https://openalex.org/W2800198679","https://openalex.org/W2809485291","https://openalex.org/W2886204470","https://openalex.org/W2891784361","https://openalex.org/W2952935243"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
