{"id":"https://openalex.org/W2402006178","doi":"https://doi.org/10.1007/978-3-642-16345-6_17","title":"Hidden Markov Random Field Models for Network-Based Analysis of Genomic Data","display_name":"Hidden Markov Random Field Models for Network-Based Analysis of Genomic Data","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2402006178","doi":"https://doi.org/10.1007/978-3-642-16345-6_17","mag":"2402006178"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-16345-6_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-16345-6_17","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Statistical Bioinformatics","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/A5082318113","display_name":"Hongzhe Li","orcid":"https://orcid.org/0000-0003-3662-3907"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]},{"id":"https://openalex.org/I922845939","display_name":"Philadelphia University","ror":"https://ror.org/03zzmyz63","country_code":"US","type":"education","lineage":["https://openalex.org/I922845939"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hongzhe Li","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, USA","institution_ids":["https://openalex.org/I79576946","https://openalex.org/I922845939"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5082318113"],"corresponding_institution_ids":["https://openalex.org/I79576946","https://openalex.org/I922845939"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18553338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"353","last_page":"368"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9998999834060669,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9994000196456909,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9951000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.6502417325973511},{"id":"https://openalex.org/keywords/gene-regulatory-network","display_name":"Gene regulatory network","score":0.605323851108551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.521605372428894},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.46722233295440674},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphism","display_name":"Single-nucleotide polymorphism","score":0.4652844965457916},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.4566851854324341},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.43016815185546875},{"id":"https://openalex.org/keywords/biological-network","display_name":"Biological network","score":0.42464685440063477},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.41320011019706726},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3996471166610718},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3054170608520508},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.30457770824432373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2840189039707184},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2569845914840698},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.18867817521095276},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.1465519368648529}],"concepts":[{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.6502417325973511},{"id":"https://openalex.org/C67339327","wikidata":"https://www.wikidata.org/wiki/Q1502576","display_name":"Gene regulatory network","level":4,"score":0.605323851108551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.521605372428894},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.46722233295440674},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.4652844965457916},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.4566851854324341},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.43016815185546875},{"id":"https://openalex.org/C28225019","wikidata":"https://www.wikidata.org/wiki/Q4915005","display_name":"Biological network","level":2,"score":0.42464685440063477},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.41320011019706726},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3996471166610718},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3054170608520508},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.30457770824432373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2840189039707184},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2569845914840698},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.18867817521095276},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.1465519368648529},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-16345-6_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-16345-6_17","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Statistical Bioinformatics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1535333477","https://openalex.org/W1554544485","https://openalex.org/W1987037087","https://openalex.org/W1995017987","https://openalex.org/W2011306526","https://openalex.org/W2037893131","https://openalex.org/W2064533818","https://openalex.org/W2067306349","https://openalex.org/W2074089196","https://openalex.org/W2074248125","https://openalex.org/W2081098333","https://openalex.org/W2095039367","https://openalex.org/W2100025044","https://openalex.org/W2106863749","https://openalex.org/W2114220616","https://openalex.org/W2116063398","https://openalex.org/W2123280311","https://openalex.org/W2124432125","https://openalex.org/W2134672568","https://openalex.org/W2140937045","https://openalex.org/W2144563318","https://openalex.org/W2146408674","https://openalex.org/W2154947819","https://openalex.org/W2160736459","https://openalex.org/W2161175828","https://openalex.org/W2166468869","https://openalex.org/W2170414736","https://openalex.org/W2170989872","https://openalex.org/W3199143553","https://openalex.org/W4294216483","https://openalex.org/W6675951063"],"related_works":["https://openalex.org/W2130939068","https://openalex.org/W1986892844","https://openalex.org/W3163717165","https://openalex.org/W170658859","https://openalex.org/W2114466827","https://openalex.org/W2490137852","https://openalex.org/W4310366902","https://openalex.org/W3023720143","https://openalex.org/W249159571","https://openalex.org/W2791736663"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
