{"id":"https://openalex.org/W2771546260","doi":"https://doi.org/10.1109/bibm.2017.8217728","title":"Granularity-aware fusion of biological networks for information extraction","display_name":"Granularity-aware fusion of biological networks for information extraction","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2771546260","doi":"https://doi.org/10.1109/bibm.2017.8217728","mag":"2771546260"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2017.8217728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2017.8217728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 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/A5088290341","display_name":"Sean West","orcid":"https://orcid.org/0000-0002-1394-1999"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sean West","raw_affiliation_strings":["College of Information Science & Technology, University of Nebraska at Omaha, Omaha, USA"],"affiliations":[{"raw_affiliation_string":"College of Information Science & Technology, University of Nebraska at Omaha, Omaha, USA","institution_ids":["https://openalex.org/I122266389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047703641","display_name":"Hesham Ali","orcid":"https://orcid.org/0000-0001-6675-7987"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hesham Ali","raw_affiliation_strings":["College of Information Science & Technology, University of Nebraska at Omaha, Omaha, USA"],"affiliations":[{"raw_affiliation_string":"College of Information Science & Technology, University of Nebraska at Omaha, Omaha, USA","institution_ids":["https://openalex.org/I122266389"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088290341"],"corresponding_institution_ids":["https://openalex.org/I122266389"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14064198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"804","issue":null,"first_page":"638","last_page":"642"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9973999857902527,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9973999857902527,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9925000071525574,"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/T10885","display_name":"Gene expression and cancer classification","score":0.988099992275238,"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/granularity","display_name":"Granularity","score":0.9459646940231323},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7077922224998474},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5905472040176392},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4614177644252777},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42686980962753296},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.412193238735199},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3804183602333069},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1019521951675415}],"concepts":[{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.9459646940231323},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7077922224998474},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5905472040176392},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4614177644252777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42686980962753296},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.412193238735199},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3804183602333069},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1019521951675415},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2017.8217728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2017.8217728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W97059505","https://openalex.org/W1566952502","https://openalex.org/W1580749465","https://openalex.org/W1600047650","https://openalex.org/W1980345828","https://openalex.org/W2011340259","https://openalex.org/W2011353204","https://openalex.org/W2104915027","https://openalex.org/W2160313295","https://openalex.org/W2483891031","https://openalex.org/W2499524267","https://openalex.org/W2534390616","https://openalex.org/W2537623931"],"related_works":["https://openalex.org/W2931688134","https://openalex.org/W2377919138","https://openalex.org/W2378857091","https://openalex.org/W4256502920","https://openalex.org/W103652678","https://openalex.org/W2999756192","https://openalex.org/W4226090359","https://openalex.org/W4382701072","https://openalex.org/W2491314273","https://openalex.org/W2354431794"],"abstract_inverted_index":{"Current":[0],"biomedical":[1,23,51,106],"research":[2],"approaches":[3],"capture":[4],"multiple":[5],"data":[6,52,69,77,81,107,136],"sources,":[7],"fusing":[8],"and":[9,65,86,137,174,196],"integrating":[10],"them":[11],"to":[12,26,56,111,141,156,169],"extract":[13],"accurate":[14],"information.":[15],"While":[16],"the":[17,22,38,99,143,165,172,184,188,206],"purpose":[18],"of":[19,32,37,60],"fusion":[20,39,53,82,144,152],"in":[21,43,178],"domain":[24,119,138,154],"is":[25,54],"create":[27],"a":[28,71,103,112,124,201],"more":[29,202],"holistic":[30],"picture":[31],"biological":[33],"reality,":[34],"latent":[35],"sensitivities":[36],"process":[40],"often":[41],"result":[42],"information":[44,180,190],"loss.":[45],"It":[46],"has":[47,78],"been":[48],"shown":[49],"that":[50,150,164],"sensitive":[55],"granularity":[57,68,76],"dimensions,":[58],"scales":[59],"semantic":[61],"relationships":[62,128],"across":[63],"specificity":[64],"mereology.":[66],"Low":[67],"casts":[70],"wide":[72],"net,":[73],"while":[74],"high":[75,87],"focus.":[79],"When":[80],"occurs":[83],"between":[84,194,205],"low":[85],"granularities,":[88],"these":[89],"benefits":[90],"counteract":[91],"each":[92],"other.":[93],"In":[94,160],"this":[95],"study,":[96],"we":[97,162],"reexamine":[98],"union":[100,173],"function":[101],"as":[102,123],"basis":[104],"for":[105,126,200],"fusions,":[108],"via":[109],"comparison":[110],"granularity-aware":[113,116,166,185],"function.":[114],"This":[115],"approach":[117,167,186],"uses":[118],"knowledge":[120,139,155],"(low":[121],"granularity)":[122],"filter":[125],"expression":[127,135],"(high":[129],"granularity).":[130],"We":[131,146],"use":[132],"pancreatic":[133],"cancer":[134],"networks":[140],"test":[142],"approaches.":[145],"support":[147],"previous":[148],"findings":[149],"granularity-unaware":[151],"allows":[153],"eclipse":[157],"condition-specific":[158],"data.":[159],"addition,":[161],"find":[163],"tends":[168],"outperform":[170],"both":[171],"non-fusion":[175],"networks,":[176,198],"resulting":[177],"higher":[179],"extraction":[181,191],"scores.":[182],"Further,":[183],"increases":[187],"network":[189],"effect":[192],"size":[193],"disease":[195],"normal":[197],"allowing":[199],"distinctive":[203],"delineation":[204],"two":[207],"conditions.":[208]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
