{"id":"https://openalex.org/W3197899136","doi":"https://doi.org/10.1007/978-3-030-86258-9_17","title":"Predicting Adverse Drug Reactions from\u00a0Drug Functions by Binary Relevance Multi-label Classification and MLSMOTE","display_name":"Predicting Adverse Drug Reactions from\u00a0Drug Functions by Binary Relevance Multi-label Classification and MLSMOTE","publication_year":2021,"publication_date":"2021-08-27","ids":{"openalex":"https://openalex.org/W3197899136","doi":"https://doi.org/10.1007/978-3-030-86258-9_17","mag":"3197899136"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86258-9_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86258-9_17","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"conference-paper","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/A5078520681","display_name":"Pranab Das","orcid":"https://orcid.org/0000-0002-3757-4118"},"institutions":[{"id":"https://openalex.org/I9523339","display_name":"National Institute of Technology Meghalaya","ror":"https://ror.org/020vd6n84","country_code":"IN","type":"education","lineage":["https://openalex.org/I9523339"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pranab Das","raw_affiliation_strings":["National Institute of Technology Meghalaya, Shillong, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology Meghalaya, Shillong, India","institution_ids":["https://openalex.org/I9523339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025136550","display_name":"Jerry W. Sangma","orcid":"https://orcid.org/0000-0003-4739-6818"},"institutions":[{"id":"https://openalex.org/I9523339","display_name":"National Institute of Technology Meghalaya","ror":"https://ror.org/020vd6n84","country_code":"IN","type":"education","lineage":["https://openalex.org/I9523339"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jerry W. Sangma","raw_affiliation_strings":["National Institute of Technology Meghalaya, Shillong, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology Meghalaya, Shillong, India","institution_ids":["https://openalex.org/I9523339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032054973","display_name":"Vipin Pal","orcid":"https://orcid.org/0000-0002-8157-1379"},"institutions":[{"id":"https://openalex.org/I9523339","display_name":"National Institute of Technology Meghalaya","ror":"https://ror.org/020vd6n84","country_code":"IN","type":"education","lineage":["https://openalex.org/I9523339"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vipin Pal","raw_affiliation_strings":["National Institute of Technology Meghalaya, Shillong, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology Meghalaya, Shillong, India","institution_ids":["https://openalex.org/I9523339"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037193165","display_name":"Yogita Yogita","orcid":"https://orcid.org/0000-0001-6926-9487"},"institutions":[{"id":"https://openalex.org/I9523339","display_name":"National Institute of Technology Meghalaya","ror":"https://ror.org/020vd6n84","country_code":"IN","type":"education","lineage":["https://openalex.org/I9523339"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yogita","raw_affiliation_strings":["National Institute of Technology Meghalaya, Shillong, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology Meghalaya, Shillong, India","institution_ids":["https://openalex.org/I9523339"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9523339"],"apc_list":null,"apc_paid":null,"fwci":4.8578,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.9662742,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"165","last_page":"173"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12878","display_name":"Pharmaceutical Quality and Counterfeiting","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/drug","display_name":"Drug","score":0.6864486932754517},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.580880343914032},{"id":"https://openalex.org/keywords/pubchem","display_name":"PubChem","score":0.5744292736053467},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5508754253387451},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5179907083511353},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5115616917610168},{"id":"https://openalex.org/keywords/adverse-drug-reaction","display_name":"Adverse drug reaction","score":0.4831056594848633},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4672653079032898},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4531361162662506},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"Drug discovery","score":0.43935948610305786},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3943050503730774},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.33903709053993225},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.28013014793395996},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.27543091773986816},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.20207223296165466},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.19480380415916443},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08880230784416199}],"concepts":[{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.6864486932754517},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.580880343914032},{"id":"https://openalex.org/C158180186","wikidata":"https://www.wikidata.org/wiki/Q278487","display_name":"PubChem","level":2,"score":0.5744292736053467},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5508754253387451},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5179907083511353},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5115616917610168},{"id":"https://openalex.org/C2780542314","wikidata":"https://www.wikidata.org/wiki/Q45959","display_name":"Adverse drug reaction","level":3,"score":0.4831056594848633},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4672653079032898},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4531361162662506},{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.43935948610305786},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3943050503730774},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.33903709053993225},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28013014793395996},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.27543091773986816},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.20207223296165466},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.19480380415916443},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08880230784416199},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-86258-9_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86258-9_17","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1045349118","https://openalex.org/W2101234009","https://openalex.org/W2136127280","https://openalex.org/W2145578524","https://openalex.org/W2153972688","https://openalex.org/W2219830225","https://openalex.org/W2397757171","https://openalex.org/W2604539562","https://openalex.org/W2877984952","https://openalex.org/W2897753544","https://openalex.org/W2984763239","https://openalex.org/W3041651500","https://openalex.org/W3097145107","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2085398335","https://openalex.org/W2747895175","https://openalex.org/W2946583009","https://openalex.org/W2614669534","https://openalex.org/W2104406636","https://openalex.org/W2123014508","https://openalex.org/W2105512057","https://openalex.org/W4252625449","https://openalex.org/W2115788596","https://openalex.org/W2498443996"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
