{"id":"https://openalex.org/W2165831358","doi":"https://doi.org/10.1145/2630065","title":"Transducing Markov sequences","display_name":"Transducing Markov sequences","publication_year":2014,"publication_date":"2014-09-08","ids":{"openalex":"https://openalex.org/W2165831358","doi":"https://doi.org/10.1145/2630065","mag":"2165831358"},"language":"en","primary_location":{"id":"doi:10.1145/2630065","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2630065","pdf_url":null,"source":{"id":"https://openalex.org/S118992489","display_name":"Journal of the ACM","issn_l":"0004-5411","issn":["0004-5411","1557-735X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the ACM","raw_type":"journal-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/A5006706357","display_name":"Benny Kimelfeld","orcid":"https://orcid.org/0000-0002-7156-1572"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Benny Kimelfeld","raw_affiliation_strings":["LogicBlox, Inc"],"affiliations":[{"raw_affiliation_string":"LogicBlox, Inc","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103852640","display_name":"Christopher R\u00e9","orcid":null},"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":false,"raw_author_name":"Christopher R\u00e9","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006706357"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1186271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"61","issue":"5","first_page":"1","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9998999834060669,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9998999834060669,"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/T12029","display_name":"DNA and Biological Computing","score":0.9997000098228455,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9962999820709229,"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/markov-chain","display_name":"Markov chain","score":0.6722820997238159},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5717516541481018},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5484510064125061},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5470250248908997},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5379188060760498},{"id":"https://openalex.org/keywords/enumeration","display_name":"Enumeration","score":0.5113410353660583},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.49429821968078613},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.49333468079566956},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4805348515510559},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.46686577796936035},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.464832067489624},{"id":"https://openalex.org/keywords/regular-expression","display_name":"Regular expression","score":0.44097089767456055},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.4288167953491211},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3643375039100647},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.2519473731517792},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24950775504112244},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10681691765785217}],"concepts":[{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6722820997238159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5717516541481018},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5484510064125061},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5470250248908997},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5379188060760498},{"id":"https://openalex.org/C156340839","wikidata":"https://www.wikidata.org/wiki/Q2704791","display_name":"Enumeration","level":2,"score":0.5113410353660583},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.49429821968078613},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.49333468079566956},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4805348515510559},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.46686577796936035},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.464832067489624},{"id":"https://openalex.org/C121329065","wikidata":"https://www.wikidata.org/wiki/Q185612","display_name":"Regular expression","level":2,"score":0.44097089767456055},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.4288167953491211},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3643375039100647},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.2519473731517792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24950775504112244},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10681691765785217},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2630065","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2630065","pdf_url":null,"source":{"id":"https://openalex.org/S118992489","display_name":"Journal of the ACM","issn_l":"0004-5411","issn":["0004-5411","1557-735X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the ACM","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2490843353","display_name":null,"funder_award_id":"IIS-1353606","funder_id":"https://openalex.org/F4320337389","funder_display_name":"Division of Information and Intelligent Systems"},{"id":"https://openalex.org/G4844031851","display_name":null,"funder_award_id":"CCF-1356918","funder_id":"https://openalex.org/F4320337387","funder_display_name":"Division of Computing and Communication Foundations"},{"id":"https://openalex.org/G5014522687","display_name":null,"funder_award_id":"N000141210041, N000141310129","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320306151","display_name":"Alfred P. Sloan Foundation","ror":"https://ror.org/052csg198"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"},{"id":"https://openalex.org/F4320337387","display_name":"Division of Computing and Communication Foundations","ror":"https://ror.org/01mng8331"},{"id":"https://openalex.org/F4320337389","display_name":"Division of Information and Intelligent Systems","ror":"https://ror.org/053a2cp42"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W174869497","https://openalex.org/W1486776102","https://openalex.org/W1534812271","https://openalex.org/W1593303510","https://openalex.org/W1974688422","https://openalex.org/W1978544932","https://openalex.org/W1984407615","https://openalex.org/W1986891954","https://openalex.org/W1989392187","https://openalex.org/W1989783863","https://openalex.org/W1996544809","https://openalex.org/W1998076865","https://openalex.org/W2000098237","https://openalex.org/W2006912660","https://openalex.org/W2007940874","https://openalex.org/W2008974204","https://openalex.org/W2009570821","https://openalex.org/W2011087880","https://openalex.org/W2011282943","https://openalex.org/W2018004164","https://openalex.org/W2022841964","https://openalex.org/W2022987501","https://openalex.org/W2029138824","https://openalex.org/W2032420706","https://openalex.org/W2041358936","https://openalex.org/W2048685245","https://openalex.org/W2050154914","https://openalex.org/W2058241717","https://openalex.org/W2064838169","https://openalex.org/W2072242455","https://openalex.org/W2078686663","https://openalex.org/W2081254453","https://openalex.org/W2096219859","https://openalex.org/W2097995023","https://openalex.org/W2098720114","https://openalex.org/W2101200183","https://openalex.org/W2104488088","https://openalex.org/W2107105629","https://openalex.org/W2112070477","https://openalex.org/W2112630366","https://openalex.org/W2116702966","https://openalex.org/W2118178019","https://openalex.org/W2121904574","https://openalex.org/W2124324894","https://openalex.org/W2125270091","https://openalex.org/W2125806118","https://openalex.org/W2125838338","https://openalex.org/W2127057359","https://openalex.org/W2129450818","https://openalex.org/W2129955956","https://openalex.org/W2131058166","https://openalex.org/W2137813581","https://openalex.org/W2140757415","https://openalex.org/W2141795247","https://openalex.org/W2143349571","https://openalex.org/W2144416276","https://openalex.org/W2147880316","https://openalex.org/W2150142469","https://openalex.org/W2151530857","https://openalex.org/W2156515921","https://openalex.org/W2156776134","https://openalex.org/W2162340487","https://openalex.org/W2162770305","https://openalex.org/W2165676867","https://openalex.org/W2171776999","https://openalex.org/W2666600683","https://openalex.org/W4245668478"],"related_works":["https://openalex.org/W1581777888","https://openalex.org/W1591145081","https://openalex.org/W2131524408","https://openalex.org/W2757133052","https://openalex.org/W1497573972","https://openalex.org/W2040645587","https://openalex.org/W3105867654","https://openalex.org/W1604373349","https://openalex.org/W2126142380","https://openalex.org/W2152221608"],"abstract_inverted_index":{"A":[0],"Markov":[1,39],"sequence":[2,40],"is":[3,14,41,66,71,83,116,124,137,150,174],"a":[4,17,38,49,104,133,140,147,163],"basic":[5],"statistical":[6],"model":[7],"representing":[8],"uncertain":[9],"sequential":[10],"data,":[11],"and":[12,31,132,169,172],"it":[13,115,173],"used":[15],"within":[16],"plethora":[18],"of":[19,36,47,62,73,78,86,92,98,157,162],"applications,":[20],"including":[21],"speech":[22],"recognition,":[23],"image":[24],"processing,":[25],"computational":[26],"biology,":[27],"radio-frequency":[28],"identification":[29],"(RFID),":[30],"information":[32],"extraction.":[33],"The":[34,68,81],"problem":[35,70],"querying":[37,48],"studied":[42],"under":[43],"the":[44,60,75,84,87,90,96,99],"conventional":[45],"semantics":[46],"probabilistic":[50],"database,":[51],"where":[52],"queries":[53],"are":[54],"formulated":[55],"as":[56,103],"finite-state":[57],"transducers.":[58],"Specifically,":[59],"complexity":[61],"two":[63],"main":[64],"problems":[65],"analyzed.":[67],"first":[69],"that":[72,118,159,176],"computing":[74],"confidence":[76,94],"(probability)":[77],"an":[79,109],"answer.":[80],"second":[82],"enumeration":[85,119],"answers":[88,102],"in":[89,108,120],"order":[91,111,123],"decreasing":[93],"(with":[95],"generation":[97],"top-":[100],"k":[101],"special":[105,148],"case),":[106],"or":[107],"approximate":[110],"thereof.":[112],"In":[113],"particular,":[114],"shown":[117,175],"any":[121],"subexponential-approximate":[122],"generally":[125],"intractable":[126],"(even":[127],"for":[128],"some":[129],"fixed":[130],"transducers),":[131],"matching":[134],"upper":[135],"bound":[136],"obtained":[138],"through":[139],"proposed":[141],"heuristic.":[142],"Due":[143],"to":[144,152,167],"this":[145],"hardness,":[146],"consideration":[149],"given":[151],"restricted":[153],"(yet":[154],"common)":[155],"classes":[156,178],"transducers":[158],"extract":[160],"matches":[161],"regular":[164],"expression":[165],"(subject":[166],"prefix":[168],"suffix":[170],"constraints),":[171],"these":[177],"are,":[179],"indeed,":[180],"significantly":[181],"more":[182],"tractable.":[183]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
