{"id":"https://openalex.org/W2125291716","doi":"https://doi.org/10.1007/978-3-642-02172-5_1","title":"Inference and Learning for Active Sensing, Experimental Design and Control","display_name":"Inference and Learning for Active Sensing, Experimental Design and Control","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2125291716","doi":"https://doi.org/10.1007/978-3-642-02172-5_1","mag":"2125291716"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-02172-5_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-02172-5_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5012327818","display_name":"Hendrik Kueck","orcid":null},"institutions":[{"id":"https://openalex.org/I1287378978","display_name":"University of British Columbia Hospital","ror":"https://ror.org/00frst980","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1287378978","https://openalex.org/I141074466","https://openalex.org/I141074466","https://openalex.org/I141945490","https://openalex.org/I2799475292"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hendrik Kueck","raw_affiliation_strings":["Department of Computer Science, UBC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, UBC, Canada","institution_ids":["https://openalex.org/I1287378978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052225069","display_name":"Matt Hoffman","orcid":null},"institutions":[{"id":"https://openalex.org/I1287378978","display_name":"University of British Columbia Hospital","ror":"https://ror.org/00frst980","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1287378978","https://openalex.org/I141074466","https://openalex.org/I141074466","https://openalex.org/I141945490","https://openalex.org/I2799475292"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Matt Hoffman","raw_affiliation_strings":["Department of Computer Science, UBC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, UBC, Canada","institution_ids":["https://openalex.org/I1287378978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091677854","display_name":"Arnaud Doucet","orcid":"https://orcid.org/0000-0003-3910-9495"},"institutions":[{"id":"https://openalex.org/I1287378978","display_name":"University of British Columbia Hospital","ror":"https://ror.org/00frst980","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1287378978","https://openalex.org/I141074466","https://openalex.org/I141074466","https://openalex.org/I141945490","https://openalex.org/I2799475292"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Arnaud Doucet","raw_affiliation_strings":["Department of Computer Science, UBC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, UBC, Canada","institution_ids":["https://openalex.org/I1287378978"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082304130","display_name":"Nando de Freitas","orcid":"https://orcid.org/0000-0003-4770-7217"},"institutions":[{"id":"https://openalex.org/I1287378978","display_name":"University of British Columbia Hospital","ror":"https://ror.org/00frst980","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1287378978","https://openalex.org/I141074466","https://openalex.org/I141074466","https://openalex.org/I141945490","https://openalex.org/I2799475292"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nando de Freitas","raw_affiliation_strings":["Department of Computer Science, UBC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, UBC, Canada","institution_ids":["https://openalex.org/I1287378978"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1287378978"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9871000051498413,"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"}},"topics":[{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9871000051498413,"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"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9575999975204468,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9466000199317932,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7796117067337036},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7412627935409546},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6047787070274353},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.5361205339431763},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5311409831047058},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5138490796089172},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5106013417243958},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4768456220626831},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.4611987769603729},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4502595365047455},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.44994914531707764},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.20876026153564453},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.086793452501297},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08406424522399902}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7796117067337036},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7412627935409546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6047787070274353},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.5361205339431763},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5311409831047058},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5138490796089172},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5106013417243958},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4768456220626831},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.4611987769603729},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4502595365047455},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.44994914531707764},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.20876026153564453},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.086793452501297},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08406424522399902},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-642-02172-5_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-02172-5_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.406.7123","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.406.7123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.ubc.ca/~nando/papers/meu.pdf","raw_type":"text"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:2027ebe0-9dce-446a-a7f6-c2167f587784","is_oa":false,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:2027ebe0-9dce-446a-a7f6-c2167f587784","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements at Oxford","raw_type":"Conference"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:ceec1682-7b99-4ab9-a96c-fc60e2d820ca","is_oa":false,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:ceec1682-7b99-4ab9-a96c-fc60e2d820ca","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Department of Computer Science","raw_type":"Book"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W171226173","https://openalex.org/W1484533087","https://openalex.org/W1528676759","https://openalex.org/W1969519340","https://openalex.org/W1995378794","https://openalex.org/W2014018052","https://openalex.org/W2060442802","https://openalex.org/W2068036624","https://openalex.org/W2080039641","https://openalex.org/W2085006723","https://openalex.org/W2098432798","https://openalex.org/W2106706098","https://openalex.org/W2123157758","https://openalex.org/W2136751544","https://openalex.org/W2144846366","https://openalex.org/W2226091610","https://openalex.org/W2331890423","https://openalex.org/W2545991974","https://openalex.org/W3027820740","https://openalex.org/W3102989992"],"related_works":["https://openalex.org/W2099333796","https://openalex.org/W1999058329","https://openalex.org/W2011222276","https://openalex.org/W2080330449","https://openalex.org/W2007221537","https://openalex.org/W2490690736","https://openalex.org/W785766289","https://openalex.org/W2055243143","https://openalex.org/W2185997459","https://openalex.org/W2967125373"],"abstract_inverted_index":null,"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}