{"id":"https://openalex.org/W1483836642","doi":"https://doi.org/10.1007/978-3-642-25929-6_7","title":"Frequency Prediction of Functions","display_name":"Frequency Prediction of Functions","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W1483836642","doi":"https://doi.org/10.1007/978-3-642-25929-6_7","mag":"1483836642"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-25929-6_7","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/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"book-chapter","type_crossref":"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/A5082374299","display_name":"Kaspars Balodis","orcid":"https://orcid.org/0000-0001-6742-800X"},"institutions":[{"id":"https://openalex.org/I91123046","display_name":"University of Latvia","ror":"https://ror.org/05g3mes96","country_code":"LV","type":"education","lineage":["https://openalex.org/I91123046"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Kaspars Balodis","raw_affiliation_strings":["Faculty of Computing, University of Latvia, Riga, Latvia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, University of Latvia, Riga, Latvia","institution_ids":["https://openalex.org/I91123046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077785367","display_name":"Ilja Kucevalovs","orcid":null},"institutions":[{"id":"https://openalex.org/I91123046","display_name":"University of Latvia","ror":"https://ror.org/05g3mes96","country_code":"LV","type":"education","lineage":["https://openalex.org/I91123046"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Ilja Kucevalovs","raw_affiliation_strings":["Faculty of Computing, University of Latvia, Riga, Latvia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, University of Latvia, Riga, Latvia","institution_ids":["https://openalex.org/I91123046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017606989","display_name":"R\u016bsi\u0146\u0161 Freivalds","orcid":"https://orcid.org/0000-0001-6192-3843"},"institutions":[{"id":"https://openalex.org/I91123046","display_name":"University of Latvia","ror":"https://ror.org/05g3mes96","country_code":"LV","type":"education","lineage":["https://openalex.org/I91123046"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"R\u016bsi\u0146\u0161 Freivalds","raw_affiliation_strings":["Faculty of Computing, University of Latvia, Rai\u0146a bulv\u0101ris 29, Riga, LV-1459, Latvia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, University of Latvia, Rai\u0146a bulv\u0101ris 29, Riga, LV-1459, Latvia","institution_ids":["https://openalex.org/I91123046"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392,"provenance":"doaj"},"apc_paid":null,"fwci":0.567,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.609213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":75,"max":78},"biblio":{"volume":null,"issue":null,"first_page":"76","last_page":"83"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Active Learning in Machine Learning Research","score":0.9997,"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":"Active Learning in Machine Learning Research","score":0.9997,"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/T11269","display_name":"Text Compression and Indexing Algorithms","score":0.9966,"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/T11567","display_name":"Automata Theory and Formal Languages","score":0.9903,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inductive-bias","display_name":"Inductive bias","score":0.7019374},{"id":"https://openalex.org/keywords/inductive-reasoning","display_name":"Inductive reasoning","score":0.6416285},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine Learning","score":0.469171}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.70728964},{"id":"https://openalex.org/C197352929","wikidata":"https://www.wikidata.org/wiki/Q1074074","display_name":"Inductive bias","level":4,"score":0.7019374},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.68982923},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.65446764},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.648665},{"id":"https://openalex.org/C21563000","wikidata":"https://www.wikidata.org/wiki/Q484511","display_name":"Inductive reasoning","level":2,"score":0.6416285},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.56019676},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.50275016},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46733415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40432438},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3760385},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-25929-6_7","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/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.49}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":26,"referenced_works":["https://openalex.org/W1486095079","https://openalex.org/W1514544843","https://openalex.org/W1551854925","https://openalex.org/W1576097144","https://openalex.org/W1590972739","https://openalex.org/W1694825699","https://openalex.org/W1793041398","https://openalex.org/W1969005071","https://openalex.org/W1974042674","https://openalex.org/W1980411366","https://openalex.org/W1987537477","https://openalex.org/W2008781948","https://openalex.org/W2029293245","https://openalex.org/W2035004935","https://openalex.org/W2054801208","https://openalex.org/W2068666632","https://openalex.org/W2080371455","https://openalex.org/W2081260821","https://openalex.org/W2091845976","https://openalex.org/W2117832390","https://openalex.org/W2160493389","https://openalex.org/W2328636508","https://openalex.org/W2493256084","https://openalex.org/W2562830775","https://openalex.org/W3129458497","https://openalex.org/W84763068"],"related_works":["https://openalex.org/W4287773438","https://openalex.org/W2479445596","https://openalex.org/W2381724853","https://openalex.org/W2379984741","https://openalex.org/W2377374277","https://openalex.org/W2371326990","https://openalex.org/W2369508406","https://openalex.org/W2116330613","https://openalex.org/W2004816703","https://openalex.org/W1507510709"],"abstract_inverted_index":{"Prediction":[0],"of":[1,5,26,50,65,78,90,101,104],"functions":[2,51,91],"is":[3,12,39,58],"one":[4],"processes":[6],"considered":[7],"in":[8,22],"inductive":[9,28,79],"inference.":[10],"There":[11],"a":[13,17,59],"\"black":[14],"box\"":[15],"with":[16],"given":[18],"total":[19],"function":[20],"f":[21],"it.":[23],"The":[24],"result":[25],"the":[27],"inference":[29],"machine":[30],"F(":[31],"<":[32],"f(0),":[33],"f(1),":[34],"\u22ef":[35],",f(n)":[36],">":[37],")":[38],"expected":[40],"to":[41,62],"be":[42],"f(n":[43],"+":[44],"1).":[45],"Deterministic":[46],"and":[47,67,92],"probabilistic":[48,68],"prediction":[49,89],"has":[52,72],"been":[53,73],"widely":[54],"studied.":[55],"Frequency":[56,70],"computation":[57,71],"mechanism":[60],"used":[61,74],"combine":[63],"features":[64],"deterministic":[66],"algorithms.":[69],"for":[75,82],"several":[76],"types":[77],"inference,":[80],"especially,":[81],"learning":[83],"via":[84],"queries.":[85],"We":[86],"study":[87],"frequency":[88],"show":[93],"that":[94,95],"there":[96],"exists":[97],"an":[98],"interesting":[99],"hierarchy":[100],"predictable":[102],"classes":[103],"functions.":[105]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1483836642","counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2024-12-03T00:55:48.952794","created_date":"2016-06-24"}