{"id":"https://openalex.org/W195339254","doi":null,"title":"An evaluation of Markov-k approaches to hidden-state","display_name":"An evaluation of Markov-k approaches to hidden-state","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W195339254","mag":"195339254"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.496.6273","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.496.6273","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.csse.monash.edu.au/hons/se-projects/2004/John.Lam/Thesis.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5065731418","display_name":"John Wayne Lam","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"John Wayne Lam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5065731418"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.23240000009536743,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.23240000009536743,"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/T11236","display_name":"Control Systems and Identification","score":0.1039000004529953,"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"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.08540000021457672,"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/hidden-states","display_name":"hidden states","score":0.8629999756813049},{"id":"https://openalex.org/keywords/hidden-markov-models","display_name":"hidden Markov models","score":0.6309999823570251},{"id":"https://openalex.org/keywords/model-evaluation","display_name":"model evaluation","score":0.4699999988079071}],"concepts":[{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5110107660293579},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49920105934143066},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.44654491543769836},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.363569438457489},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3262045979499817},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2159762978553772},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20826134085655212}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.496.6273","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.496.6273","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.csse.monash.edu.au/hons/se-projects/2004/John.Lam/Thesis.pdf","raw_type":"text"},{"id":"mag:195339254","doi":null,"is_oa":false,"landing_page_url":"http://www.csse.monash.edu.au/hons/se-projects/2004/John.Lam/latex/Thesis.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W116417374","https://openalex.org/W127492167","https://openalex.org/W131709709","https://openalex.org/W192142699","https://openalex.org/W1527719492","https://openalex.org/W1539216098","https://openalex.org/W1570690983","https://openalex.org/W1583380718","https://openalex.org/W1593772383","https://openalex.org/W1594297126","https://openalex.org/W1595483645","https://openalex.org/W1600022287","https://openalex.org/W1603565927","https://openalex.org/W1687873425","https://openalex.org/W1794176462","https://openalex.org/W1965903866","https://openalex.org/W2046577860","https://openalex.org/W2052117683","https://openalex.org/W2095234690","https://openalex.org/W2107726111","https://openalex.org/W2107878631","https://openalex.org/W2121863487","https://openalex.org/W2124434282","https://openalex.org/W2128499899","https://openalex.org/W2151834591","https://openalex.org/W2160067530","https://openalex.org/W2231809936","https://openalex.org/W2911283634","https://openalex.org/W2914656440","https://openalex.org/W3139460557"],"related_works":["https://openalex.org/W7097571272","https://openalex.org/W7098666960","https://openalex.org/W637931815","https://openalex.org/W7099430998","https://openalex.org/W2999872301","https://openalex.org/W2344545992","https://openalex.org/W7100982067","https://openalex.org/W7101211181","https://openalex.org/W6922456393","https://openalex.org/W7099001927"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2016-06-24T00:00:00"}