{"id":"https://openalex.org/W2493769319","doi":"https://doi.org/10.1007/978-3-319-40126-3_5","title":"Development of a Machine Learning Framework for Biomedical Text Mining","display_name":"Development of a Machine Learning Framework for Biomedical Text Mining","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2493769319","doi":"https://doi.org/10.1007/978-3-319-40126-3_5","mag":"2493769319"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-40126-3_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-40126-3_5","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":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1822/42149","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066098501","display_name":"R\u00faben Rodrigues","orcid":"https://orcid.org/0000-0002-8432-8243"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]},{"id":"https://openalex.org/I4210114428","display_name":"SilicoLife (Portugal)","ror":"https://ror.org/029gksr15","country_code":"PT","type":"company","lineage":["https://openalex.org/I4210114428"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Ruben Rodrigues","raw_affiliation_strings":["Centre of Biological Engineering, University of Minho, Braga, Portugal","Silicolife, Lda, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"Centre of Biological Engineering, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]},{"raw_affiliation_string":"Silicolife, Lda, Braga, Portugal","institution_ids":["https://openalex.org/I4210114428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090172347","display_name":"Hugo Costa","orcid":"https://orcid.org/0000-0002-3155-2110"},"institutions":[{"id":"https://openalex.org/I4210114428","display_name":"SilicoLife (Portugal)","ror":"https://ror.org/029gksr15","country_code":"PT","type":"company","lineage":["https://openalex.org/I4210114428"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Hugo Costa","raw_affiliation_strings":["Silicolife, Lda, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"Silicolife, Lda, Braga, Portugal","institution_ids":["https://openalex.org/I4210114428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040524717","display_name":"Miguel Rocha","orcid":"https://orcid.org/0000-0001-8439-8172"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Miguel Rocha","raw_affiliation_strings":["Centre of Biological Engineering, University of Minho, Braga, Portugal","Dep. de Inf.Campus of Gualtar, Universidade do Minho, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"Centre of Biological Engineering, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]},{"raw_affiliation_string":"Dep. de Inf.Campus of Gualtar, Universidade do Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066098501"],"corresponding_institution_ids":["https://openalex.org/I4210114428","https://openalex.org/I99682543"],"apc_list":null,"apc_paid":null,"fwci":0.5381,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64496368,"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":"41","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9998999834060669,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.8304433822631836},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6014401912689209},{"id":"https://openalex.org/keywords/biomedical-text-mining","display_name":"Biomedical text mining","score":0.595161497592926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5852710604667664},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.5820602774620056},{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.5791944861412048},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4995911121368408},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4817916750907898},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4814569354057312},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4670502245426178},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.42747095227241516},{"id":"https://openalex.org/keywords/plug-in","display_name":"Plug-in","score":0.41813671588897705},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.39904823899269104},{"id":"https://openalex.org/keywords/text-mining","display_name":"Text mining","score":0.2278597354888916},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.17124205827713013}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8304433822631836},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6014401912689209},{"id":"https://openalex.org/C165141518","wikidata":"https://www.wikidata.org/wiki/Q4915126","display_name":"Biomedical text mining","level":3,"score":0.595161497592926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5852710604667664},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.5820602774620056},{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.5791944861412048},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4995911121368408},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4817916750907898},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4814569354057312},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4670502245426178},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.42747095227241516},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.41813671588897705},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.39904823899269104},{"id":"https://openalex.org/C71472368","wikidata":"https://www.wikidata.org/wiki/Q676880","display_name":"Text mining","level":2,"score":0.2278597354888916},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17124205827713013},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-319-40126-3_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-40126-3_5","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"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/42149","is_oa":true,"landing_page_url":"http://hdl.handle.net/1822/42149","pdf_url":null,"source":{"id":"https://openalex.org/S4306401240","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference object"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/44787","is_oa":false,"landing_page_url":"http://hdl.handle.net/1822/44787","pdf_url":null,"source":{"id":"https://openalex.org/S4306400354","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},{"id":"pmh:oai:repositorium.uminho.pt:1822/42149","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/42149","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"other"},{"id":"pmh:oai:repositorium.uminho.pt:1822/44787","is_oa":false,"landing_page_url":"https://hdl.handle.net/1822/44787","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/42149","is_oa":true,"landing_page_url":"http://hdl.handle.net/1822/42149","pdf_url":null,"source":{"id":"https://openalex.org/S4306401240","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference object"},"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W590716758","https://openalex.org/W1496929818","https://openalex.org/W2020278455","https://openalex.org/W2021331223","https://openalex.org/W2024228866","https://openalex.org/W2036935277","https://openalex.org/W2047782770","https://openalex.org/W2060515712","https://openalex.org/W2065963191","https://openalex.org/W2067894224","https://openalex.org/W2100678627","https://openalex.org/W2103666183","https://openalex.org/W2123442489","https://openalex.org/W2129999749","https://openalex.org/W2147880316","https://openalex.org/W2157641143","https://openalex.org/W2163107094","https://openalex.org/W2329974926","https://openalex.org/W2501192554","https://openalex.org/W3147809485","https://openalex.org/W4206192903","https://openalex.org/W4243626155"],"related_works":["https://openalex.org/W1964783010","https://openalex.org/W2399696375","https://openalex.org/W45206245","https://openalex.org/W189110383","https://openalex.org/W4313594223","https://openalex.org/W4250494529","https://openalex.org/W2027233318","https://openalex.org/W1834104634","https://openalex.org/W2905273891","https://openalex.org/W2771888422"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}
