{"id":"https://openalex.org/W2006193920","doi":"https://doi.org/10.1109/his.2010.5601067","title":"An improved identification technique of gene regulatory network from gene expression time series data using multi-objective differential evolution","display_name":"An improved identification technique of gene regulatory network from gene expression time series data using multi-objective differential evolution","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2006193920","doi":"https://doi.org/10.1109/his.2010.5601067","mag":"2006193920"},"language":"en","primary_location":{"id":"doi:10.1109/his.2010.5601067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/his.2010.5601067","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 10th International Conference on Hybrid Intelligent Systems","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/A5101736106","display_name":"Debasish Datta","orcid":"https://orcid.org/0009-0004-1106-7021"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Debasish Datta","raw_affiliation_strings":["Department of Electronics and telecommunication, Jadavpur University, Kolkata, India","Department of Electronics and telecommunication, Jadavpur University, Kolkata-32, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and telecommunication, Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]},{"raw_affiliation_string":"Department of Electronics and telecommunication, Jadavpur University, Kolkata-32, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011939964","display_name":"Amit Konar","orcid":"https://orcid.org/0000-0002-9474-5956"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Konar","raw_affiliation_strings":["Department of Electronics and telecommunication, Jadavpur University, Kolkata, India","Department of Electronics and telecommunication, Jadavpur University, Kolkata-32, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and telecommunication, Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]},{"raw_affiliation_string":"Department of Electronics and telecommunication, Jadavpur University, Kolkata-32, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081696143","display_name":"Atulya K. Nagar","orcid":"https://orcid.org/0000-0001-5549-6435"},"institutions":[{"id":"https://openalex.org/I44852757","display_name":"Liverpool Hope University","ror":"https://ror.org/03ctjbj91","country_code":"GB","type":"education","lineage":["https://openalex.org/I44852757"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Atulya Nagar","raw_affiliation_strings":["Intelligence, and Distributed System Laboratory, Liverpool Hope University, Liverpool, UK","Intelligence, and Distributed System Lab, Liverpool Hope University, L169JD, UK"],"affiliations":[{"raw_affiliation_string":"Intelligence, and Distributed System Laboratory, Liverpool Hope University, Liverpool, UK","institution_ids":["https://openalex.org/I44852757"]},{"raw_affiliation_string":"Intelligence, and Distributed System Lab, Liverpool Hope University, L169JD, UK","institution_ids":["https://openalex.org/I44852757"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013150843","display_name":"Archana Bisoyi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Archana Bisoyi","raw_affiliation_strings":["Department of Electronics and Telecommunication Engineering, Institute of Advanced Engineering and Technology, Rayagada, Orissa, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunication Engineering, Institute of Advanced Engineering and Technology, Rayagada, Orissa, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101736106"],"corresponding_institution_ids":["https://openalex.org/I170979836"],"apc_list":null,"apc_paid":null,"fwci":0.3096,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59768029,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"4266","issue":null,"first_page":"79","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9998000264167786,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9998000264167786,"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/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.9977999925613403,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9894000291824341,"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/identification","display_name":"Identification (biology)","score":0.7470141053199768},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.657313346862793},{"id":"https://openalex.org/keywords/gene-regulatory-network","display_name":"Gene regulatory network","score":0.5152781009674072},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5114585161209106},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4922405779361725},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.4591495394706726},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4539957642555237},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.4510648548603058},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.4351212680339813},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4306219816207886},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4268219769001007},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.41121017932891846},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.29323941469192505},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2430066466331482},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23854190111160278},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.17104440927505493},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.10543304681777954},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08068960905075073},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07956966757774353}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7470141053199768},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.657313346862793},{"id":"https://openalex.org/C67339327","wikidata":"https://www.wikidata.org/wiki/Q1502576","display_name":"Gene regulatory network","level":4,"score":0.5152781009674072},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5114585161209106},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4922405779361725},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.4591495394706726},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4539957642555237},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.4510648548603058},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.4351212680339813},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4306219816207886},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4268219769001007},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.41121017932891846},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29323941469192505},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2430066466331482},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23854190111160278},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.17104440927505493},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.10543304681777954},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08068960905075073},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07956966757774353},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/his.2010.5601067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/his.2010.5601067","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 10th International Conference on Hybrid Intelligent Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1481919380","https://openalex.org/W1520175697","https://openalex.org/W1559547793","https://openalex.org/W1606711456","https://openalex.org/W1989652873","https://openalex.org/W2008107402","https://openalex.org/W2009767938","https://openalex.org/W2011862241","https://openalex.org/W2018096105","https://openalex.org/W2026188254","https://openalex.org/W2079829409","https://openalex.org/W2090554117","https://openalex.org/W2095622082","https://openalex.org/W2110725843","https://openalex.org/W2116661285","https://openalex.org/W2151098983","https://openalex.org/W2158214348","https://openalex.org/W2611370172","https://openalex.org/W6628887588","https://openalex.org/W6631098813","https://openalex.org/W6636108131","https://openalex.org/W6670268304","https://openalex.org/W6673567362","https://openalex.org/W6683395231"],"related_works":["https://openalex.org/W2102148524","https://openalex.org/W2314720829","https://openalex.org/W4385074335","https://openalex.org/W2477876258","https://openalex.org/W2626189183","https://openalex.org/W2626268514","https://openalex.org/W2099222495","https://openalex.org/W4385571797","https://openalex.org/W2157557172","https://openalex.org/W324331621"],"abstract_inverted_index":{"Gene":[0],"regulatory":[1,19,136],"network":[2,20,82,94,137],"provides":[3],"the":[4,10,26,47,67,85,102,147,167,186],"knowledge":[5],"of":[6,17,22,42,81,93,113,115,134,161],"interaction":[7,192],"strength":[8],"among":[9],"genes":[11],"in":[12,28],"living":[13],"organisms.":[14],"Accurate":[15],"identification":[16,68,133,148],"gene":[18,54,135,195],"is":[21,88,105,118,155,174],"prime":[23],"interest":[24],"to":[25,37,62,119,145,157,166,177],"researchers":[27,32],"recent":[29],"time.":[30],"Different":[31],"applied":[33],"different":[34,123],"optimization":[35,44],"techniques":[36,45,74],"solve":[38],"this":[39,116,126],"problem.":[40],"Most":[41],"these":[43,73],"considers":[46],"square":[48,99],"error":[49,87,100],"between":[50],"reference":[51],"and":[52,59],"simulated":[53],"expression":[55,196],"as":[56,101],"their":[57],"objective":[58,103,168],"minimize":[60],"it":[61,121],"get":[63],"a":[64,78,89,107,130,159],"solution":[65],"for":[66,132],"problem":[69,117],"under":[70],"consideration.":[71],"But":[72],"do":[75],"not":[76,106],"guarantee":[77],"unique":[79],"set":[80,160],"parameter,":[83],"because":[84],"squared":[86],"non-linear":[90],"multimodal":[91],"surface":[92],"parameters.":[95],"Therefore":[96],"considering":[97],"only":[98],"function":[104],"good":[108],"choice.":[109],"An":[110],"alternative":[111],"way":[112],"formulation":[114],"validate":[120],"from":[122,194],"perspective.":[124],"In":[125],"paper,":[127],"we":[128],"propose":[129],"technique":[131,149,188],"using":[138],"multiple":[139],"objectives.":[140],"The":[141],"objectives":[142],"are":[143],"designed":[144],"make":[146],"more":[150],"robust.":[151],"Multi-objective":[152],"differential":[153],"evolution":[154],"used":[156],"find":[158],"pareto-optimal":[162],"solutions":[163],"with":[164],"respect":[165],"functions.":[169],"Among":[170],"those":[171],"solutions,":[172],"one":[173],"chosen":[175],"according":[176],"some":[178],"suitable":[179],"criterion.":[180],"Computer":[181],"simulation":[182],"has":[183],"shown":[184],"that":[185],"proposed":[187],"can":[189],"identify":[190],"useful":[191],"information":[193],"time":[197],"series":[198],"data.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}