{"id":"https://openalex.org/W2108880293","doi":"https://doi.org/10.1109/iembs.2008.4650035","title":"Intelligible machine learning with malibu","display_name":"Intelligible machine learning with malibu","publication_year":2008,"publication_date":"2008-08-01","ids":{"openalex":"https://openalex.org/W2108880293","doi":"https://doi.org/10.1109/iembs.2008.4650035","mag":"2108880293","pmid":"https://pubmed.ncbi.nlm.nih.gov/19163538"},"language":"en","primary_location":{"id":"doi:10.1109/iembs.2008.4650035","doi":"https://doi.org/10.1109/iembs.2008.4650035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2008.4650035","pdf_url":null,"source":{"id":"https://openalex.org/S4363608786","display_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","issn_l":"2375-7477","issn":["2375-7477"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["doyens","jufo-1","ki-jl-1","medline","russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5020915161","display_name":"Robert Ezra Langlois","orcid":"https://orcid.org/0000-0003-1779-4786","observed_orcids":["https://orcid.org/0000-0003-1779-4786"]},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert E. Langlois","raw_affiliation_strings":["Department of Bioengineering, University of Illinois at Chicago, IL 60607, USA. ezra@uic.edu","Department of Bioengineering, University of Illinois at Chicago, 60607, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of Illinois at Chicago, IL 60607, USA. ezra@uic.edu","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Department of Bioengineering, University of Illinois at Chicago, 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100716955","display_name":"Hui Juan Lu","orcid":"https://orcid.org/0000-0001-8347-0830","observed_orcids":["https://orcid.org/0000-0001-8347-0830"]},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hui Lu","raw_affiliation_strings":["Department of Bioengineering, University of Illinois, Chicago, Chicago, IL, USA","Department of Bioengineering, University of Illinois at Chicago, 60607, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of Illinois, Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Department of Bioengineering, University of Illinois at Chicago, 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":1.9724,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.87642153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"2008","issue":null,"first_page":"3795","last_page":"3798"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.8422999978065491,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.8422999978065491,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.06360000371932983,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.040800001472234726,"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/malibu","display_name":"Malibu","score":0.7609999775886536},{"id":"https://openalex.org/keywords/open-source-software","display_name":"open source software","score":0.7649999856948853},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"bioinformatics","score":0.7059999704360962},{"id":"https://openalex.org/keywords/medical-informatics","display_name":"medical informatics","score":1.0},{"id":"https://openalex.org/keywords/supervised-classification","display_name":"supervised classification","score":0.5460000038146973},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"regression analysis","score":0.9919999837875366},{"id":"https://openalex.org/keywords/multiple-instance-learning","display_name":"multiple instance learning","score":0.996999979019165},{"id":"https://openalex.org/keywords/experimental-reproducibility","display_name":"experimental reproducibility","score":0.9300000071525574},{"id":"https://openalex.org/keywords/c-c","display_name":"C/C++","score":0.6520000100135803}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6200623512268066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42657703161239624},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3219130337238312}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003628","descriptor_name":"Database Management Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011381","descriptor_name":"Programming Languages","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/iembs.2008.4650035","doi":"https://doi.org/10.1109/iembs.2008.4650035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2008.4650035","pdf_url":null,"source":{"id":"https://openalex.org/S4363608786","display_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","issn_l":"2375-7477","issn":["2375-7477"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["doyens","jufo-1","ki-jl-1","medline","russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:19163538","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19163538","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1061224980","display_name":"Novel Protease Inhibitors as SARS Therapeutics","funder_award_id":"P01AI060915","funder_id":"https://openalex.org/F4320337355","funder_display_name":"National Institute of Allergy and Infectious Diseases"},{"id":"https://openalex.org/G8497137341","display_name":"Training in Cellular Signaling in the Cardiovascular System","funder_award_id":"T32HL007692","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"},{"id":"https://openalex.org/F4320337355","display_name":"National Institute of Allergy and Infectious Diseases","ror":"https://ror.org/043z4tv69"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W89596871","https://openalex.org/W95351861","https://openalex.org/W172019652","https://openalex.org/W1507034068","https://openalex.org/W1548328233","https://openalex.org/W1570448133","https://openalex.org/W1618905105","https://openalex.org/W1833977909","https://openalex.org/W1881647329","https://openalex.org/W1988279862","https://openalex.org/W2009772318","https://openalex.org/W2012942264","https://openalex.org/W2018413616","https://openalex.org/W2024046085","https://openalex.org/W2027364181","https://openalex.org/W2032210760","https://openalex.org/W2037104504","https://openalex.org/W2081869978","https://openalex.org/W2104707079","https://openalex.org/W2114690085","https://openalex.org/W2115650093","https://openalex.org/W2121682721","https://openalex.org/W2131238303","https://openalex.org/W2133296809","https://openalex.org/W2134696506","https://openalex.org/W2135514714","https://openalex.org/W2142261479","https://openalex.org/W2153635508","https://openalex.org/W2154462399","https://openalex.org/W2247403794","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2966207845","https://openalex.org/W3120421331","https://openalex.org/W3120740533","https://openalex.org/W4212883601","https://openalex.org/W4244952642","https://openalex.org/W4251506396","https://openalex.org/W4285719527","https://openalex.org/W6603575603"],"related_works":["https://openalex.org/W4387378905","https://openalex.org/W7100363693","https://openalex.org/W6891953899","https://openalex.org/W4387427823","https://openalex.org/W7163812785","https://openalex.org/W2727053942","https://openalex.org/W4313527120","https://openalex.org/W2099473953","https://openalex.org/W2166229627","https://openalex.org/W4391766695"],"abstract_inverted_index":{"malibu":[0,48],"is":[1],"an":[2],"open-source":[3],"machine":[4,22,36],"learning":[5,23,37],"work-bench":[6],"developed":[7],"in":[8,58],"C/C++":[9],"for":[10,25],"high-performance":[11],"real-world":[12],"applications,":[13],"namely":[14],"bioinformatics":[15],"and":[16,44],"medical":[17],"informatics.":[18],"It":[19],"leverages":[20],"third-party":[21],"implementations":[24],"more":[26],"robust":[27],"bug-free":[28],"software.":[29],"This":[30],"workbench":[31],"handles":[32],"several":[33],"well-studied":[34],"supervised":[35],"problems":[38],"including":[39],"classification,":[40],"regression,":[41],"importance-weighted":[42],"classification":[43],"multiple-instance":[45],"learning.":[46],"The":[47,65],"interface":[49],"was":[50],"designed":[51],"to":[52],"create":[53],"reproducible":[54],"experiments":[55],"ideally":[56],"run":[57],"a":[59],"remote":[60],"and/or":[61],"command":[62],"line":[63],"environment.":[64],"software":[66],"can":[67],"be":[68],"found":[69],"at:":[70],"http://proteomics.bioengr.":[71],"uic.edu/malibu/index.html.":[72]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-11-01T11:40:01.658920","created_date":"2016-06-24T00:00:00"}
