{"id":"https://openalex.org/W2070739680","doi":"https://doi.org/10.1186/1471-2105-8-s10-s1","title":"NIPS workshop on New Problems and Methods in Computational Biology","display_name":"NIPS workshop on New Problems and Methods in Computational Biology","publication_year":2007,"publication_date":"2007-12-01","ids":{"openalex":"https://openalex.org/W2070739680","doi":"https://doi.org/10.1186/1471-2105-8-s10-s1","mag":"2070739680"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-8-s10-s1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-8-s10-s1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-8-S10-S1","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-8-S10-S1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045719865","display_name":"Gal Chechik","orcid":"https://orcid.org/0000-0001-9164-5303"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gal Chechik","raw_affiliation_strings":["Computer Science Department, Stanford University, 353 Serra Mall, Stanford University, Stanford, CA, 94305, USA","Computer Science Department, Stanford University Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Stanford University, 353 Serra Mall, Stanford University, Stanford, CA, 94305, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Computer Science Department, Stanford University Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085231879","display_name":"Christina S. Leslie","orcid":"https://orcid.org/0000-0002-4571-5910"},"institutions":[{"id":"https://openalex.org/I1334819555","display_name":"Memorial Sloan Kettering Cancer Center","ror":"https://ror.org/02yrq0923","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1334819555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christina Leslie","raw_affiliation_strings":["Computational Biology Program, Memorial Sloan-Kettering Cancer Center, 1275 York Ave, Box 460, New York, NY, 10065, USA","Computational Biology Program, Memorial Sloan Kettering Cancer Center, New York, USA"],"affiliations":[{"raw_affiliation_string":"Computational Biology Program, Memorial Sloan-Kettering Cancer Center, 1275 York Ave, Box 460, New York, NY, 10065, USA","institution_ids":["https://openalex.org/I1334819555"]},{"raw_affiliation_string":"Computational Biology Program, Memorial Sloan Kettering Cancer Center, New York, USA","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057375933","display_name":"William Stafford Noble","orcid":"https://orcid.org/0000-0001-7283-4715"},"institutions":[{"id":"https://openalex.org/I11317958","display_name":"Seattle Pacific University","ror":"https://ror.org/02gzbg991","country_code":"US","type":"education","lineage":["https://openalex.org/I11317958"]},{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Stafford Noble","raw_affiliation_strings":["Department of Genome Sciences, University of Washington, 1705 NE Pacific St, Seattle, WA, 98109, USA","Department of Genome Sciences, University of Washington, Seattle, USA"],"affiliations":[{"raw_affiliation_string":"Department of Genome Sciences, University of Washington, 1705 NE Pacific St, Seattle, WA, 98109, USA","institution_ids":["https://openalex.org/I11317958"]},{"raw_affiliation_string":"Department of Genome Sciences, University of Washington, Seattle, USA","institution_ids":["https://openalex.org/I58610484","https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035416263","display_name":"Gunnar R\u00e4tsch","orcid":"https://orcid.org/0000-0001-5486-8532"},"institutions":[{"id":"https://openalex.org/I149899117","display_name":"Max Planck Society","ror":"https://ror.org/01hhn8329","country_code":"DE","type":"funder","lineage":["https://openalex.org/I149899117"]},{"id":"https://openalex.org/I4210147862","display_name":"Friedrich Miescher Laboratory","ror":"https://ror.org/04vh1tq58","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210147862"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gunnar R\u00e4tsch","raw_affiliation_strings":["Friedrich Miescher Laboratory of the Max Planck Society, Spemannstr. 39, 72076, T\u00fcbingen, Germany","Friedrich Miescher Laboratory of the Max Planck Society, T\u00fcbingen, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Friedrich Miescher Laboratory of the Max Planck Society, Spemannstr. 39, 72076, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210147862","https://openalex.org/I149899117"]},{"raw_affiliation_string":"Friedrich Miescher Laboratory of the Max Planck Society, T\u00fcbingen, Germany#TAB#","institution_ids":["https://openalex.org/I149899117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035010657","display_name":"Quaid Morris","orcid":"https://orcid.org/0000-0002-2760-6999"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Quaid Morris","raw_affiliation_strings":["Terrence Donnelley Centre for Cellular and Biomolecular Research, University of Toronto, 160 College Street, Toronto, Ontario, M5S 3E1, Canada","Terrence Donnelley Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Terrence Donnelley Centre for Cellular and Biomolecular Research, University of Toronto, 160 College Street, Toronto, Ontario, M5S 3E1, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Terrence Donnelley Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070597006","display_name":"Koji Tsuda","orcid":"https://orcid.org/0000-0002-4288-1606"},"institutions":[{"id":"https://openalex.org/I4210112925","display_name":"Max Planck Institute for Biological Cybernetics","ror":"https://ror.org/026nmvv73","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210112925"]},{"id":"https://openalex.org/I149899117","display_name":"Max Planck Society","ror":"https://ror.org/01hhn8329","country_code":"DE","type":"funder","lineage":["https://openalex.org/I149899117"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Koji Tsuda","raw_affiliation_strings":["Max Planck Institute for Biological Cybernetics, Spemannstr. 38, 72076, T\u00fcbingen, Germany","Max-Planck-Institute for Biological Cybernetics, T\u00fcbingen, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Biological Cybernetics, Spemannstr. 38, 72076, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210112925"]},{"raw_affiliation_string":"Max-Planck-Institute for Biological Cybernetics, T\u00fcbingen, Germany#TAB#","institution_ids":["https://openalex.org/I149899117"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5045719865"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":0.0,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.11505762,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8","issue":"S10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9828000068664551,"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9828000068664551,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9323999881744385,"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/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9035000205039978,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.5758523941040039},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5731388330459595},{"id":"https://openalex.org/keywords/computational-genomics","display_name":"Computational genomics","score":0.5406957864761353},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.5022721290588379},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45263445377349854},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.4393782615661621},{"id":"https://openalex.org/keywords/computational-model","display_name":"Computational model","score":0.41798681020736694},{"id":"https://openalex.org/keywords/modelling-biological-systems","display_name":"Modelling biological systems","score":0.4159211218357086},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4127603769302368},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4115798771381378},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.41144663095474243},{"id":"https://openalex.org/keywords/systems-biology","display_name":"Systems biology","score":0.3722861409187317},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3599448800086975},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.31907933950424194},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.283642441034317},{"id":"https://openalex.org/keywords/genomics","display_name":"Genomics","score":0.27919262647628784},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.2760666608810425},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.1568307876586914},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13459652662277222},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1190095841884613}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5758523941040039},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5731388330459595},{"id":"https://openalex.org/C39238701","wikidata":"https://www.wikidata.org/wiki/Q2091816","display_name":"Computational genomics","level":5,"score":0.5406957864761353},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.5022721290588379},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45263445377349854},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.4393782615661621},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.41798681020736694},{"id":"https://openalex.org/C137866125","wikidata":"https://www.wikidata.org/wiki/Q4299308","display_name":"Modelling biological systems","level":3,"score":0.4159211218357086},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4127603769302368},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4115798771381378},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.41144663095474243},{"id":"https://openalex.org/C152662350","wikidata":"https://www.wikidata.org/wiki/Q815297","display_name":"Systems biology","level":2,"score":0.3722861409187317},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3599448800086975},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.31907933950424194},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.283642441034317},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.27919262647628784},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.2760666608810425},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.1568307876586914},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13459652662277222},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1190095841884613},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1186/1471-2105-8-s10-s1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-8-s10-s1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-8-S10-S1","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmh:oai:utoronto.scholaris.ca:1807/83056","is_oa":true,"landing_page_url":"http://hdl.handle.net/1807/83056","pdf_url":"https://utoronto.scholaris.ca/bitstreams/8040cee1-cd84-4644-94f8-03e4a5c60ff3/download","source":{"id":"https://openalex.org/S7407055458","display_name":"TSpace","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:localhost:1807/83056","is_oa":false,"landing_page_url":"http://doi.org/10.1186/1471-2105-8-S10-S1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400261","display_name":"TSpace (University of Toronto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I185261750","host_organization_name":"University of Toronto","host_organization_lineage":["https://openalex.org/I185261750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:pubmedcentral.nih.gov:2230502","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2230502","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:pure.mpg.de:item_3048215","is_oa":false,"landing_page_url":"http://hdl.handle.net/21.11116/0000-0003-6732-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-8-s10-s1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-8-s10-s1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-8-S10-S1","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2070739680.pdf","grobid_xml":"https://content.openalex.org/works/W2070739680.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4386563820","https://openalex.org/W631732704","https://openalex.org/W2155261113","https://openalex.org/W2315680351","https://openalex.org/W2137003216","https://openalex.org/W2090602812","https://openalex.org/W207829213","https://openalex.org/W2970938366","https://openalex.org/W2102261400","https://openalex.org/W2465701464"],"abstract_inverted_index":{"The":[0,58,152,176,219,244],"field":[1,49],"of":[2,17,31,39,55,71,77,82,87,91,107,125,178,229,246,263],"computational":[3,191,200],"biology":[4,257],"has":[5],"seen":[6],"dramatic":[7],"growth":[8],"over":[9],"the":[10,37,48,85,105,131,159,230,261,264],"past":[11],"few":[12],"years,":[13],"both":[14],"in":[15,93,104,139,190],"terms":[16],"available":[18],"data,":[19,68],"scientific":[20,32,161],"questions":[21],"and":[22,26,33,42,116,137,186],"challenges":[23],"for":[24,199,216],"learning":[25,44,172,188,201,266],"inference.":[27],"These":[28],"new":[29],"types":[30],"clinical":[34],"problems":[35,185],"require":[36],"development":[38],"novel":[40],"supervised":[41],"unsupervised":[43],"approaches.":[45],"In":[46],"particular,":[47],"is":[50,62,158],"characterized":[51],"by":[52,64,239],"a":[53,75,80,88,94,96,194,227],"diversity":[54],"heterogeneous":[56,203],"data.":[57,204],"human":[59],"genome":[60],"sequence":[61],"accompanied":[63],"real-valued":[65],"gene":[66],"expression":[67],"functional":[69],"annotation":[70],"genes,":[72],"genotyping":[73],"information,":[74],"graph":[76],"interacting":[78],"proteins,":[79],"set":[81],"equations":[83],"describing":[84,109],"dynamics":[86],"system,":[89],"localization":[90],"proteins":[92],"cell,":[95],"phylogenetic":[97],"tree":[98],"relating":[99],"species,":[100],"natural":[101],"language":[102],"text":[103],"form":[106],"papers":[108,128,224],"experiments,":[110],"partial":[111],"models":[112],"that":[113],"provide":[114],"priors,":[115],"numerous":[117],"other":[118],"data":[119],"sources.":[120],"This":[121],"supplementary":[122],"issue":[123],"consists":[124],"seven":[126,223],"peer-reviewed":[127],"based":[129,225],"on":[130,134,148,163,197,226],"NIPS":[132],"Workshop":[133],"New":[135],"Problems":[136],"Methods":[138],"Computational":[140],"Biology":[141],"held":[142],"at":[143,240],"Whistler,":[144],"British":[145],"Columbia,":[146],"Canada":[147],"December":[149],"8,":[150],"2006.":[151],"Neural":[153],"Information":[154],"Processing":[155],"Systems":[156],"Conference":[157],"premier":[160],"meeting":[162],"neural":[164],"computation,":[165],"with":[166,193,251],"session":[167],"topics":[168],"spanning":[169],"artificial":[170],"intelligence,":[171],"theory,":[173],"neuroscience,":[174],"etc.":[175],"goal":[177],"this":[179],"workshop":[180],"was":[181,249],"to":[182,253,256],"present":[183],"emerging":[184],"machine":[187,265],"techniques":[189],"biology,":[192],"particular":[195],"emphasis":[196],"methods":[198,267],"from":[202,211],"We":[205],"received":[206],"37":[207],"extended":[208,232],"abstract":[209],"submissions,":[210],"which":[212],"13":[213,231],"were":[214,236],"selected":[215],"oral":[217],"presentation.":[218],"current":[220],"supplement":[221],"contains":[222],"subset":[228],"abstracts.":[233],"Submitted":[234],"manuscripts":[235],"rigorously":[237],"reviewed":[238],"least":[241],"two":[242],"referees.":[243],"quality":[245],"each":[247],"paper":[248],"evaluated":[250],"respect":[252],"its":[254],"contribution":[255],"as":[258,260],"well":[259],"novelty":[262],"employed.":[268]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
