{"id":"https://openalex.org/W4200185998","doi":"https://doi.org/10.3390/bdcc5040075","title":"Screening of Potential Indonesia Herbal Compounds Based on Multi-Label Classification for 2019 Coronavirus Disease","display_name":"Screening of Potential Indonesia Herbal Compounds Based on Multi-Label Classification for 2019 Coronavirus Disease","publication_year":2021,"publication_date":"2021-12-09","ids":{"openalex":"https://openalex.org/W4200185998","doi":"https://doi.org/10.3390/bdcc5040075"},"language":"en","primary_location":{"id":"doi:10.3390/bdcc5040075","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc5040075","pdf_url":"https://www.mdpi.com/2504-2289/5/4/75/pdf?version=1640050580","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2504-2289/5/4/75/pdf?version=1640050580","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030177885","display_name":"Aulia Fadli","orcid":null},"institutions":[{"id":"https://openalex.org/I21881038","display_name":"IPB University","ror":"https://ror.org/05smgpd89","country_code":"ID","type":"education","lineage":["https://openalex.org/I21881038"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Aulia Fadli","raw_affiliation_strings":["Department of Computer Science, Faculty of Mathematics and Natural Sciences, IPB University, Bogor 16680, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Mathematics and Natural Sciences, IPB University, Bogor 16680, Indonesia","institution_ids":["https://openalex.org/I21881038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075302300","display_name":"Wisnu Ananta Kusuma","orcid":"https://orcid.org/0000-0002-3682-244X"},"institutions":[{"id":"https://openalex.org/I21881038","display_name":"IPB University","ror":"https://ror.org/05smgpd89","country_code":"ID","type":"education","lineage":["https://openalex.org/I21881038"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Wisnu Ananta Kusuma","raw_affiliation_strings":["Department of Computer Science, Faculty of Mathematics and Natural Sciences, IPB University, Bogor 16680, Indonesia","Tropical Biopharmaca Research Center, IPB University, Bogor 16680, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-3682-244X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Mathematics and Natural Sciences, IPB University, Bogor 16680, Indonesia","institution_ids":["https://openalex.org/I21881038"]},{"raw_affiliation_string":"Tropical Biopharmaca Research Center, IPB University, Bogor 16680, Indonesia","institution_ids":["https://openalex.org/I21881038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019297629","display_name":"Annisa Annisa","orcid":"https://orcid.org/0000-0001-6441-6070"},"institutions":[{"id":"https://openalex.org/I21881038","display_name":"IPB University","ror":"https://ror.org/05smgpd89","country_code":"ID","type":"education","lineage":["https://openalex.org/I21881038"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Annisa","raw_affiliation_strings":["Department of Computer Science, Faculty of Mathematics and Natural Sciences, IPB University, Bogor 16680, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Mathematics and Natural Sciences, IPB University, Bogor 16680, Indonesia","institution_ids":["https://openalex.org/I21881038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035178518","display_name":"Irmanida Batubara","orcid":"https://orcid.org/0000-0001-8201-7807"},"institutions":[{"id":"https://openalex.org/I21881038","display_name":"IPB University","ror":"https://ror.org/05smgpd89","country_code":"ID","type":"education","lineage":["https://openalex.org/I21881038"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Irmanida Batubara","raw_affiliation_strings":["Department of Chemistry, Faculty of Mathematics and Natural Sciences, IPB University, Bogor 16680, Indonesia","Tropical Biopharmaca Research Center, IPB University, Bogor 16680, Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-8201-7807","affiliations":[{"raw_affiliation_string":"Department of Chemistry, Faculty of Mathematics and Natural Sciences, IPB University, Bogor 16680, Indonesia","institution_ids":["https://openalex.org/I21881038"]},{"raw_affiliation_string":"Tropical Biopharmaca Research Center, IPB University, Bogor 16680, Indonesia","institution_ids":["https://openalex.org/I21881038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000523093","display_name":"Rudi Heryanto","orcid":"https://orcid.org/0000-0003-0902-5389"},"institutions":[{"id":"https://openalex.org/I21881038","display_name":"IPB University","ror":"https://ror.org/05smgpd89","country_code":"ID","type":"education","lineage":["https://openalex.org/I21881038"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rudi Heryanto","raw_affiliation_strings":["Department of Chemistry, Faculty of Mathematics and Natural Sciences, IPB University, Bogor 16680, Indonesia","Tropical Biopharmaca Research Center, IPB University, Bogor 16680, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry, Faculty of Mathematics and Natural Sciences, IPB University, Bogor 16680, Indonesia","institution_ids":["https://openalex.org/I21881038"]},{"raw_affiliation_string":"Tropical Biopharmaca Research Center, IPB University, Bogor 16680, Indonesia","institution_ids":["https://openalex.org/I21881038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075302300"],"corresponding_institution_ids":["https://openalex.org/I21881038"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.4566,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69711807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"5","issue":"4","first_page":"75","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9998000264167786,"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":0.9998000264167786,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9968000054359436,"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/T14463","display_name":"Diverse Scientific Research Studies","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.8247263431549072},{"id":"https://openalex.org/keywords/pubchem","display_name":"PubChem","score":0.7643157243728638},{"id":"https://openalex.org/keywords/drug-repositioning","display_name":"Drug repositioning","score":0.6185052394866943},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5799099802970886},{"id":"https://openalex.org/keywords/repurposing","display_name":"Repurposing","score":0.5708147883415222},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5320355296134949},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5083004832267761},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.46460598707199097},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"Drug discovery","score":0.4501969814300537},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4307302236557007},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3875160217285156},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35153648257255554},{"id":"https://openalex.org/keywords/traditional-medicine","display_name":"Traditional medicine","score":0.351395845413208},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.29007309675216675},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22764334082603455},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.1907883584499359},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.1772620975971222},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.1472998559474945},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1438671350479126},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10862907767295837}],"concepts":[{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.8247263431549072},{"id":"https://openalex.org/C158180186","wikidata":"https://www.wikidata.org/wiki/Q278487","display_name":"PubChem","level":2,"score":0.7643157243728638},{"id":"https://openalex.org/C103637391","wikidata":"https://www.wikidata.org/wiki/Q5308921","display_name":"Drug repositioning","level":3,"score":0.6185052394866943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5799099802970886},{"id":"https://openalex.org/C519536355","wikidata":"https://www.wikidata.org/wiki/Q21021151","display_name":"Repurposing","level":2,"score":0.5708147883415222},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5320355296134949},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5083004832267761},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.46460598707199097},{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.4501969814300537},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4307302236557007},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3875160217285156},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35153648257255554},{"id":"https://openalex.org/C556039675","wikidata":"https://www.wikidata.org/wiki/Q771035","display_name":"Traditional medicine","level":1,"score":0.351395845413208},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.29007309675216675},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22764334082603455},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.1907883584499359},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.1772620975971222},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.1472998559474945},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1438671350479126},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10862907767295837},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/bdcc5040075","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc5040075","pdf_url":"https://www.mdpi.com/2504-2289/5/4/75/pdf?version=1640050580","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ca744c7ce45245099ae201d6867b4ccb","is_oa":true,"landing_page_url":"https://doaj.org/article/ca744c7ce45245099ae201d6867b4ccb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data and Cognitive Computing, Vol 5, Iss 4, p 75 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2504-2289/5/4/75/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/bdcc5040075","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data and Cognitive Computing; Volume 5; Issue 4; Pages: 75","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/bdcc5040075","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc5040075","pdf_url":"https://www.mdpi.com/2504-2289/5/4/75/pdf?version=1640050580","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8600000143051147}],"awards":[{"id":"https://openalex.org/G8186051481","display_name":null,"funder_award_id":"1/E1/KP.PTNBH/2021","funder_id":"https://openalex.org/F4320326442","funder_display_name":"Kementerian Riset, Teknologi dan Pendidikan Tinggi"}],"funders":[{"id":"https://openalex.org/F4320326442","display_name":"Kementerian Riset, Teknologi dan Pendidikan Tinggi","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200185998.pdf","grobid_xml":"https://content.openalex.org/works/W4200185998.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W54887220","https://openalex.org/W1836465849","https://openalex.org/W1983478747","https://openalex.org/W1988037271","https://openalex.org/W2019488416","https://openalex.org/W2024494275","https://openalex.org/W2038702914","https://openalex.org/W2044186731","https://openalex.org/W2070538762","https://openalex.org/W2091423880","https://openalex.org/W2095705004","https://openalex.org/W2108069034","https://openalex.org/W2114688451","https://openalex.org/W2131347449","https://openalex.org/W2153838454","https://openalex.org/W2170146596","https://openalex.org/W2192203593","https://openalex.org/W2200017991","https://openalex.org/W2474747771","https://openalex.org/W2586210924","https://openalex.org/W2593647790","https://openalex.org/W2753953057","https://openalex.org/W2766383435","https://openalex.org/W2776922069","https://openalex.org/W2797260394","https://openalex.org/W2885865152","https://openalex.org/W2897276244","https://openalex.org/W2899788782","https://openalex.org/W2972509165","https://openalex.org/W2983059801","https://openalex.org/W2986368198","https://openalex.org/W2988260770","https://openalex.org/W3002108456","https://openalex.org/W3004930794","https://openalex.org/W3009906937","https://openalex.org/W3012172004","https://openalex.org/W3025990187","https://openalex.org/W3044090886","https://openalex.org/W3077674691","https://openalex.org/W3088070507","https://openalex.org/W3091435181","https://openalex.org/W3106937167","https://openalex.org/W3114246798","https://openalex.org/W3122114103","https://openalex.org/W3130245971","https://openalex.org/W3154642949","https://openalex.org/W3165854524","https://openalex.org/W3166042200","https://openalex.org/W3177721890","https://openalex.org/W3195831412","https://openalex.org/W3199618438","https://openalex.org/W3200564982","https://openalex.org/W6602203489","https://openalex.org/W6674330103","https://openalex.org/W6721520105","https://openalex.org/W6750309391","https://openalex.org/W6753723230","https://openalex.org/W6769516437"],"related_works":["https://openalex.org/W4309838615","https://openalex.org/W3099179464","https://openalex.org/W2755958285","https://openalex.org/W4293863368","https://openalex.org/W3206481143","https://openalex.org/W4220904544","https://openalex.org/W4256584721","https://openalex.org/W2027105714","https://openalex.org/W2010409035","https://openalex.org/W4200185998"],"abstract_inverted_index":{"Coronavirus":[0],"disease":[1,60],"2019":[2],"pandemic":[3],"spreads":[4],"rapidly":[5],"and":[6,32,38,93,138,154,162],"requires":[7],"an":[8,36,128],"acceleration":[9],"in":[10,42,108,159,167,170],"the":[11,21,50,64,75,100,123,147,151],"process":[12,24],"of":[13,52,130,133,136,140],"drug":[14,22,43,53],"discovery.":[15],"Drug":[16],"repurposing":[17,44],"can":[18,45],"help":[19],"accelerate":[20],"discovery":[23],"by":[25,48],"identifying":[26],"new":[27,65],"efficacy":[28],"for":[29],"approved":[30],"drugs,":[31],"it":[33],"is":[34],"considered":[35],"efficient":[37],"economical":[39],"approach.":[40],"Research":[41],"be":[46],"done":[47],"observing":[49],"interactions":[51],"compounds":[54,143,165],"with":[55,111,117,127,150],"protein":[56],"related":[57],"to":[58,105],"a":[59,118],"(DTI),":[61],"then":[62],"predicting":[63],"drug-target":[66],"interactions.":[67],"This":[68],"study":[69],"conducted":[70],"multilabel":[71],"DTI":[72,107],"prediction":[73,144],"using":[74,86,146],"stack":[76],"autoencoder-deep":[77],"neural":[78],"network":[79],"(SAE-DNN)":[80],"algorithm.":[81],"Compound":[82],"features":[83],"were":[84],"extracted":[85],"PubChem":[87,155],"fingerprint,":[88,90,92],"daylight":[89],"MACCS":[91],"circular":[94,119],"fingerprint.":[95],"The":[96,114],"results":[97,145],"showed":[98],"that":[99],"SAE-DNN":[101,115,148],"model":[102,116,149],"was":[103],"able":[104],"predict":[106],"COVID-19":[109],"cases":[110],"good":[112],"performance.":[113],"fingerprint":[120,156],"dataset":[121,157],"produced":[122],"best":[124],"average":[125],"metrics":[126],"accuracy":[129],"0.831,":[131],"recall":[132],"0.918,":[134],"precision":[135],"0.888,":[137],"F-measure":[139],"0.89.":[141],"Herbal":[142],"circular,":[152],"daylight,":[153],"resulted":[158],"92,":[160],"65,":[161],"79":[163],"herbal":[164,168],"contained":[166],"plants":[169],"Indonesia":[171],"respectively.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
