{"id":"https://openalex.org/W2532495932","doi":"https://doi.org/10.1109/itw.2004.1405274","title":"Genomic analysis using methods from information theory","display_name":"Genomic analysis using methods from information theory","publication_year":2005,"publication_date":"2005-04-06","ids":{"openalex":"https://openalex.org/W2532495932","doi":"https://doi.org/10.1109/itw.2004.1405274","mag":"2532495932"},"language":"en","primary_location":{"id":"doi:10.1109/itw.2004.1405274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw.2004.1405274","pdf_url":null,"source":{"id":"https://openalex.org/S6912960","display_name":"Manufacturing Engineer","issn_l":"0956-9944","issn":["0956-9944","1741-0509"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Manufacturing Engineer","raw_type":"proceedings-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/A5076837213","display_name":"J. Hagenauer","orcid":null},"institutions":[{"id":"https://openalex.org/I174004417","display_name":"Munich University of Applied Sciences","ror":"https://ror.org/012k1v959","country_code":"DE","type":"education","lineage":["https://openalex.org/I174004417"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"J. Hagenauer","raw_affiliation_strings":["Institute for Communications Engineering (LNT), Munich University of Technology, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Communications Engineering (LNT), Munich University of Technology, Munich, Germany","institution_ids":["https://openalex.org/I174004417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010567470","display_name":"Zaher Dawy","orcid":"https://orcid.org/0000-0002-5554-6380"},"institutions":[{"id":"https://openalex.org/I174004417","display_name":"Munich University of Applied Sciences","ror":"https://ror.org/012k1v959","country_code":"DE","type":"education","lineage":["https://openalex.org/I174004417"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Z. Dawy","raw_affiliation_strings":["Institute for Communications Engineering (LNT), Munich University of Technology, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Communications Engineering (LNT), Munich University of Technology, Munich, Germany","institution_ids":["https://openalex.org/I174004417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060946250","display_name":"B. Gobel","orcid":null},"institutions":[{"id":"https://openalex.org/I174004417","display_name":"Munich University of Applied Sciences","ror":"https://ror.org/012k1v959","country_code":"DE","type":"education","lineage":["https://openalex.org/I174004417"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"B. Gobel","raw_affiliation_strings":["Institute for Communications Engineering (LNT), Munich University of Technology, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Communications Engineering (LNT), Munich University of Technology, Munich, Germany","institution_ids":["https://openalex.org/I174004417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032592930","display_name":"Pavol Hanus","orcid":null},"institutions":[{"id":"https://openalex.org/I174004417","display_name":"Munich University of Applied Sciences","ror":"https://ror.org/012k1v959","country_code":"DE","type":"education","lineage":["https://openalex.org/I174004417"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"P. Hanus","raw_affiliation_strings":["Institute for Communications Engineering (LNT), Munich University of Technology, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Communications Engineering (LNT), Munich University of Technology, Munich, Germany","institution_ids":["https://openalex.org/I174004417"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028505598","display_name":"Jakob C. Mueller","orcid":"https://orcid.org/0000-0001-6676-7595"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"J. Mueller","raw_affiliation_strings":["Institute for Human Genetics, National Research Center for Environment and Health, Neuherberg, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Human Genetics, National Research Center for Environment and Health, Neuherberg, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076837213"],"corresponding_institution_ids":["https://openalex.org/I174004417"],"apc_list":null,"apc_paid":null,"fwci":0.9845,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.74222645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"55","last_page":"59"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9995999932289124,"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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9995999932289124,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9991999864578247,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9976000189781189,"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/information-theory","display_name":"Information theory","score":0.6977342367172241},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6007104516029358},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5572251677513123},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.5216608047485352},{"id":"https://openalex.org/keywords/human-genome","display_name":"Human genome","score":0.5151075720787048},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.48706939816474915},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.48267295956611633},{"id":"https://openalex.org/keywords/snp","display_name":"SNP","score":0.42922914028167725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42801719903945923},{"id":"https://openalex.org/keywords/genomic-information","display_name":"Genomic information","score":0.4235714375972748},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.32222849130630493},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.26174259185791016},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21881362795829773},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphism","display_name":"Single-nucleotide polymorphism","score":0.18588048219680786},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.1806565523147583},{"id":"https://openalex.org/keywords/genotype","display_name":"Genotype","score":0.09744122624397278},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09204232692718506}],"concepts":[{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.6977342367172241},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6007104516029358},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5572251677513123},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.5216608047485352},{"id":"https://openalex.org/C197077220","wikidata":"https://www.wikidata.org/wiki/Q720988","display_name":"Human genome","level":4,"score":0.5151075720787048},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.48706939816474915},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.48267295956611633},{"id":"https://openalex.org/C139275648","wikidata":"https://www.wikidata.org/wiki/Q17134011","display_name":"SNP","level":5,"score":0.42922914028167725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42801719903945923},{"id":"https://openalex.org/C3020077223","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomic information","level":4,"score":0.4235714375972748},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.32222849130630493},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.26174259185791016},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21881362795829773},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.18588048219680786},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.1806565523147583},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.09744122624397278},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09204232692718506},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itw.2004.1405274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw.2004.1405274","pdf_url":null,"source":{"id":"https://openalex.org/S6912960","display_name":"Manufacturing Engineer","issn_l":"0956-9944","issn":["0956-9944","1741-0509"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Manufacturing Engineer","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1585006589","https://openalex.org/W2038820321","https://openalex.org/W2042475793","https://openalex.org/W2099111195","https://openalex.org/W2102109283","https://openalex.org/W2110599926","https://openalex.org/W2123838014","https://openalex.org/W2134599124","https://openalex.org/W2135668851","https://openalex.org/W2147492358","https://openalex.org/W2159293170","https://openalex.org/W2161628678","https://openalex.org/W2164708354","https://openalex.org/W2317912355","https://openalex.org/W2952484491","https://openalex.org/W4231120131"],"related_works":["https://openalex.org/W3124771927","https://openalex.org/W4225940264","https://openalex.org/W2750125254","https://openalex.org/W2057609120","https://openalex.org/W2889544313","https://openalex.org/W2111510771","https://openalex.org/W986037092","https://openalex.org/W2392704982","https://openalex.org/W4313429060","https://openalex.org/W2151804025"],"abstract_inverted_index":{"Methods":[0],"used":[1,7,57,81],"in":[2,8,29],"information":[3,23,41],"theory":[4],"can":[5,42,78],"be":[6,80],"genomic":[9],"analysis":[10],"to":[11,58,74],"provide":[12],"a":[13],"more":[14],"meaningful":[15],"insight":[16],"into":[17],"the":[18,30,44,51],"genetic":[19],"process.":[20],"Using":[21],"an":[22],"transfer":[24],"model":[25],"between":[26,60],"certain":[27,35],"polymorphisms":[28],"human":[31],"genome":[32],"(SNP)":[33],"and":[34,62],"diseases":[36],"(e.g.":[37],"Alzheimer),":[38],"Shannon's":[39],"mutual":[40],"identify":[43],"relevant":[45],"SNP.":[46],"Several":[47],"compression":[48],"algorithms":[49],"approximating":[50],"entropy":[52],"of":[53],"DNA":[54,69],"sequences":[55,70],"are":[56],"distinguish":[59],"introns":[61],"exons.":[63],"Certain":[64],"distance":[65],"measures":[66],"derived":[67],"from":[68],"allow":[71],"classification":[72],"leading":[73],"evolutionary":[75],"trees.":[76],"They":[77],"also":[79],"for":[82],"content":[83],"recognition.":[84]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}