{"id":"https://openalex.org/W2168565389","doi":"https://doi.org/10.1007/978-3-642-33486-3_26","title":"Unsupervised Inference of Auditory Attention from Biosensors","display_name":"Unsupervised Inference of Auditory Attention from Biosensors","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2168565389","doi":"https://doi.org/10.1007/978-3-642-33486-3_26","mag":"2168565389"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-33486-3_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-33486-3_26","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":"book-chapter","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/A5032539965","display_name":"Melih Kandemir","orcid":"https://orcid.org/0000-0001-6293-3656"},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Melih Kandemir","raw_affiliation_strings":["Helsinki Institute for Information Technology HIIT, Department of Information and Computer Science, Aalto University, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helsinki Institute for Information Technology HIIT, Department of Information and Computer Science, Aalto University, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084783731","display_name":"Arto Klami","orcid":"https://orcid.org/0000-0002-7950-1355"},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Arto Klami","raw_affiliation_strings":["Helsinki Institute for Information Technology HIIT, Department of Information and Computer Science, Aalto University, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helsinki Institute for Information Technology HIIT, Department of Information and Computer Science, Aalto University, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007778524","display_name":"Akos Vetek","orcid":"https://orcid.org/0009-0001-3226-4823"},"institutions":[{"id":"https://openalex.org/I2738502077","display_name":"Nokia (Finland)","ror":"https://ror.org/04pkc8m17","country_code":"FI","type":"company","lineage":["https://openalex.org/I2738502077"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Akos Vetek","raw_affiliation_strings":["Media Technologies Lab, Nokia Research Center, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Media Technologies Lab, Nokia Research Center, Finland","institution_ids":["https://openalex.org/I2738502077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018305257","display_name":"Samuel Kaski","orcid":"https://orcid.org/0000-0003-1925-9154"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Samuel Kaski","raw_affiliation_strings":["Helsinki Institute for Information Technology HIIT, Department of Computer Science, University of Helsinki, Finland","Helsinki Institute for Information Technology HIIT, Department of Information and Computer Science, Aalto University, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helsinki Institute for Information Technology HIIT, Department of Computer Science, University of Helsinki, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I133731052"]},{"raw_affiliation_string":"Helsinki Institute for Information Technology HIIT, Department of Information and Computer Science, Aalto University, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5511,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73182903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"403","last_page":"418"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9843999743461609,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9603000283241272,"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/computer-science","display_name":"Computer science","score":0.8479982614517212},{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.7036250233650208},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6173691153526306},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5903394222259521},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5247235894203186},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.515614926815033},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.48153072595596313},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46909937262535095},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.4627205729484558},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4516262114048004},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4299430549144745},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.41032934188842773},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.3230803608894348}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8479982614517212},{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.7036250233650208},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6173691153526306},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5903394222259521},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5247235894203186},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.515614926815033},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.48153072595596313},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46909937262535095},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.4627205729484558},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4516262114048004},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4299430549144745},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.41032934188842773},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3230803608894348},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-33486-3_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-33486-3_26","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W137869963","https://openalex.org/W1531218787","https://openalex.org/W1532737361","https://openalex.org/W1537695825","https://openalex.org/W1601314345","https://openalex.org/W1746819321","https://openalex.org/W1854866626","https://openalex.org/W1977127683","https://openalex.org/W2001571181","https://openalex.org/W2056294943","https://openalex.org/W2060692276","https://openalex.org/W2100235303","https://openalex.org/W2107402734","https://openalex.org/W2110887790","https://openalex.org/W2117965612","https://openalex.org/W2120945046","https://openalex.org/W2120982699","https://openalex.org/W2125290066","https://openalex.org/W2126497681","https://openalex.org/W2137512539","https://openalex.org/W2145884473","https://openalex.org/W2149095485","https://openalex.org/W2160521534","https://openalex.org/W2160991763","https://openalex.org/W2164368909","https://openalex.org/W2167831371","https://openalex.org/W2170605820","https://openalex.org/W2172091789","https://openalex.org/W2476011396","https://openalex.org/W2603750482","https://openalex.org/W2611369375","https://openalex.org/W4211049957","https://openalex.org/W4237143575"],"related_works":["https://openalex.org/W2367413540","https://openalex.org/W1968846550","https://openalex.org/W1991315556","https://openalex.org/W4387164999","https://openalex.org/W2070623039","https://openalex.org/W2006749424","https://openalex.org/W3131670725","https://openalex.org/W2155515508","https://openalex.org/W2334424990","https://openalex.org/W2354853260"],"abstract_inverted_index":null,"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}