{"id":"https://openalex.org/W3186269573","doi":"https://doi.org/10.1007/s42979-021-00768-5","title":"Analyzing Sequence Data with Markov Chain Models in Scientific Experiments","display_name":"Analyzing Sequence Data with Markov Chain Models in Scientific Experiments","publication_year":2021,"publication_date":"2021-07-21","ids":{"openalex":"https://openalex.org/W3186269573","doi":"https://doi.org/10.1007/s42979-021-00768-5","mag":"3186269573","pmid":"https://pubmed.ncbi.nlm.nih.gov/34308368"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-021-00768-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-021-00768-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-021-00768-5.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s42979-021-00768-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036319147","display_name":"Evgenia Paxinou","orcid":"https://orcid.org/0000-0002-9910-8569"},"institutions":[{"id":"https://openalex.org/I231025917","display_name":"Hellenic Open University","ror":"https://ror.org/02kq26x23","country_code":"GR","type":"education","lineage":["https://openalex.org/I231025917"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Evgenia Paxinou","raw_affiliation_strings":["School of Science and Technology, Hellenic Open University, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Hellenic Open University, Patras, Greece","institution_ids":["https://openalex.org/I231025917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068179203","display_name":"Dimitris Kalles","orcid":"https://orcid.org/0000-0003-0364-5966"},"institutions":[{"id":"https://openalex.org/I231025917","display_name":"Hellenic Open University","ror":"https://ror.org/02kq26x23","country_code":"GR","type":"education","lineage":["https://openalex.org/I231025917"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Kalles","raw_affiliation_strings":["School of Science and Technology, Hellenic Open University, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Hellenic Open University, Patras, Greece","institution_ids":["https://openalex.org/I231025917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007926767","display_name":"Christos Panagiotakopoulos","orcid":"https://orcid.org/0000-0003-3162-9218"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christos T. Panagiotakopoulos","raw_affiliation_strings":["Department of Primary Education, University of Patras, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Primary Education, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085113815","display_name":"Vassilios S. Verykios","orcid":"https://orcid.org/0000-0002-9758-0819"},"institutions":[{"id":"https://openalex.org/I231025917","display_name":"Hellenic Open University","ror":"https://ror.org/02kq26x23","country_code":"GR","type":"education","lineage":["https://openalex.org/I231025917"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vassilios S. Verykios","raw_affiliation_strings":["School of Science and Technology, Hellenic Open University, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Hellenic Open University, Patras, Greece","institution_ids":["https://openalex.org/I231025917"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036319147"],"corresponding_institution_ids":["https://openalex.org/I231025917"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":1.7621,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.86356321,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2","issue":"5","first_page":"385","last_page":"385"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10162","display_name":"Online and Blended Learning","score":0.9419999718666077,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.7654814124107361},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.673516571521759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47014549374580383},{"id":"https://openalex.org/keywords/chain","display_name":"Chain (unit)","score":0.4277232885360718},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.42170649766921997},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.4148951470851898},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.3247327208518982},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2931457459926605},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14581480622291565},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09663984179496765},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.09215912222862244},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08367866277694702},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.06974607706069946}],"concepts":[{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.7654814124107361},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.673516571521759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47014549374580383},{"id":"https://openalex.org/C199185054","wikidata":"https://www.wikidata.org/wiki/Q552299","display_name":"Chain (unit)","level":2,"score":0.4277232885360718},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.42170649766921997},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.4148951470851898},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3247327208518982},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2931457459926605},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14581480622291565},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09663984179496765},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.09215912222862244},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08367866277694702},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.06974607706069946},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s42979-021-00768-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-021-00768-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-021-00768-5.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},{"id":"pmid:34308368","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34308368","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN computer science","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8294291","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8294291","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SN Comput Sci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s42979-021-00768-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-021-00768-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-021-00768-5.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3186269573.pdf","grobid_xml":"https://content.openalex.org/works/W3186269573.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W54793799","https://openalex.org/W56218227","https://openalex.org/W128674301","https://openalex.org/W336191506","https://openalex.org/W1499961453","https://openalex.org/W1800365115","https://openalex.org/W1807604787","https://openalex.org/W1968897564","https://openalex.org/W1982932268","https://openalex.org/W1987445391","https://openalex.org/W1988005216","https://openalex.org/W1992894485","https://openalex.org/W2009570821","https://openalex.org/W2017915901","https://openalex.org/W2025691702","https://openalex.org/W2057290267","https://openalex.org/W2094743489","https://openalex.org/W2099770910","https://openalex.org/W2104663829","https://openalex.org/W2109338830","https://openalex.org/W2110052520","https://openalex.org/W2125838338","https://openalex.org/W2137348161","https://openalex.org/W2141425367","https://openalex.org/W2162357379","https://openalex.org/W2167325880","https://openalex.org/W2169533279","https://openalex.org/W2172151447","https://openalex.org/W2194027223","https://openalex.org/W2294793531","https://openalex.org/W2294909305","https://openalex.org/W2308784110","https://openalex.org/W2311619001","https://openalex.org/W2418227629","https://openalex.org/W2462719949","https://openalex.org/W2520810383","https://openalex.org/W2732180694","https://openalex.org/W2734442794","https://openalex.org/W2770934685","https://openalex.org/W2774914078","https://openalex.org/W2788070733","https://openalex.org/W2896488309","https://openalex.org/W2903212028","https://openalex.org/W2903634292","https://openalex.org/W2908839522","https://openalex.org/W2910336482","https://openalex.org/W2912343776","https://openalex.org/W2912856613","https://openalex.org/W2913958523","https://openalex.org/W2931011950","https://openalex.org/W2977321882","https://openalex.org/W2980458971","https://openalex.org/W2989448192","https://openalex.org/W2990035222","https://openalex.org/W3013612439","https://openalex.org/W3020934276","https://openalex.org/W3027076097","https://openalex.org/W3040830343","https://openalex.org/W3090715827","https://openalex.org/W3096466064","https://openalex.org/W3096908838","https://openalex.org/W3151409487","https://openalex.org/W3165032158","https://openalex.org/W4230825784","https://openalex.org/W4235646468","https://openalex.org/W4239447739","https://openalex.org/W4245668478","https://openalex.org/W4252842235","https://openalex.org/W6630081989","https://openalex.org/W6812650097"],"related_works":["https://openalex.org/W2084326697","https://openalex.org/W2027903142","https://openalex.org/W2354322608","https://openalex.org/W2804608325","https://openalex.org/W2077211377","https://openalex.org/W2186675474","https://openalex.org/W2387462590","https://openalex.org/W2056274461","https://openalex.org/W2368739446","https://openalex.org/W2010321967"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
