{"id":"https://openalex.org/W2573055996","doi":"https://doi.org/10.1109/bibm.2016.7822610","title":"A distributed and privatized framework for drug-target interaction prediction","display_name":"A distributed and privatized framework for drug-target interaction prediction","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2573055996","doi":"https://doi.org/10.1109/bibm.2016.7822610","mag":"2573055996"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2016.7822610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2016.7822610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"article","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/A5023655697","display_name":"Chao Lan","orcid":"https://orcid.org/0000-0003-2526-7206"},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chao Lan","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Kansas, Lawrence, Kansas"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Kansas, Lawrence, Kansas","institution_ids":["https://openalex.org/I146416000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061826551","display_name":"Sai Nivedita Chandrasekaran","orcid":null},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sai Nivedita Chandrasekaran","raw_affiliation_strings":["Department of Bioengineering, University of Kansas, Lawrence, Kansas"],"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of Kansas, Lawrence, Kansas","institution_ids":["https://openalex.org/I146416000"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107809276","display_name":"Jun Huan","orcid":null},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Huan","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Kansas, Lawrence, Kansas"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Kansas, Lawrence, Kansas","institution_ids":["https://openalex.org/I146416000"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023655697"],"corresponding_institution_ids":["https://openalex.org/I146416000"],"apc_list":null,"apc_paid":null,"fwci":0.1667,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64779981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"16","issue":null,"first_page":"731","last_page":"734"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9979000091552734,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9979000091552734,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9889000058174133,"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":0.7592686414718628},{"id":"https://openalex.org/keywords/divide-and-conquer-algorithms","display_name":"Divide and conquer algorithms","score":0.7087308168411255},{"id":"https://openalex.org/keywords/cheminformatics","display_name":"Cheminformatics","score":0.6911837458610535},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5329447984695435},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.5140615701675415},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.43065282702445984},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40724682807922363},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4068567156791687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4034038782119751},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3305153250694275},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12559497356414795}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7592686414718628},{"id":"https://openalex.org/C71559656","wikidata":"https://www.wikidata.org/wiki/Q671298","display_name":"Divide and conquer algorithms","level":2,"score":0.7087308168411255},{"id":"https://openalex.org/C68762167","wikidata":"https://www.wikidata.org/wiki/Q910164","display_name":"Cheminformatics","level":2,"score":0.6911837458610535},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5329447984695435},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.5140615701675415},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.43065282702445984},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40724682807922363},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4068567156791687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4034038782119751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3305153250694275},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12559497356414795},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2016.7822610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2016.7822610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.5400000214576721,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1466286227","https://openalex.org/W1738019091","https://openalex.org/W1766968125","https://openalex.org/W1980147176","https://openalex.org/W2010342533","https://openalex.org/W2020274161","https://openalex.org/W2081417077","https://openalex.org/W2083287929","https://openalex.org/W2101893470","https://openalex.org/W2109134141","https://openalex.org/W2109426455","https://openalex.org/W2112349511","https://openalex.org/W2117420919","https://openalex.org/W2117983043","https://openalex.org/W2124187902","https://openalex.org/W2124558600","https://openalex.org/W2256553158","https://openalex.org/W2296635479","https://openalex.org/W2339455727","https://openalex.org/W2558876121","https://openalex.org/W2572595227","https://openalex.org/W2575072244","https://openalex.org/W2962715745","https://openalex.org/W4231990774","https://openalex.org/W6637865168","https://openalex.org/W6637870237","https://openalex.org/W6638320394","https://openalex.org/W6676805052","https://openalex.org/W6677304377","https://openalex.org/W6697593737","https://openalex.org/W6732500257"],"related_works":["https://openalex.org/W1573015311","https://openalex.org/W2889938001","https://openalex.org/W4386509167","https://openalex.org/W3165034028","https://openalex.org/W1570419641","https://openalex.org/W4293771607","https://openalex.org/W2296499206","https://openalex.org/W132037564","https://openalex.org/W1973739845","https://openalex.org/W119752240"],"abstract_inverted_index":{"Drug-Target":[0],"interaction":[1,46],"prediction":[2,69,79],"has":[3],"significantly":[4],"sped":[5],"up":[6],"the":[7,29,83],"process":[8],"of":[9],"drug":[10],"discovery.":[11],"However,":[12],"existing":[13],"studies":[14],"focused":[15],"on":[16,28,54,82,93],"a":[17,39,76],"centralized":[18],"analytic":[19],"framework,":[20,73],"which":[21,48,60],"may":[22],"have":[23],"many":[24],"limitations":[25],"when":[26],"applying":[27],"modern":[30],"distributed":[31,40,50],"data":[32,96],"environments.":[33],"In":[34],"this":[35,72],"paper,":[36],"we":[37,74],"present":[38],"and":[41,55,89],"privatized":[42,63],"framework":[43],"for":[44,65],"drug-target":[45],"prediction,":[47],"assumes":[49],"repositories":[51],"are":[52],"stored":[53],"analyzed":[56],"by":[57],"local":[58],"computers":[59],"could":[61],"exchange":[62],"information":[64],"improving":[66],"their":[67],"own":[68],"performance.":[70],"Under":[71],"propose":[75],"`conquer-and-divide'":[77],"style":[78],"approach":[80],"based":[81],"recently":[84],"introduced":[85],"matrix":[86],"factorization":[87],"technique,":[88],"demonstrated":[90],"its":[91],"effectiveness":[92],"real-world":[94],"cheminformatics":[95],"sets.":[97]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
