{"id":"https://openalex.org/W3006760123","doi":"https://doi.org/10.1109/bigdata47090.2019.9005979","title":"Graph classification with the hypernetwork, a molecule interaction based evolutionary architecture","display_name":"Graph classification with the hypernetwork, a molecule interaction based evolutionary architecture","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3006760123","doi":"https://doi.org/10.1109/bigdata47090.2019.9005979","mag":"3006760123"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata47090.2019.9005979","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9005979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","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/A5081909500","display_name":"Jos\u00e9 Segovia-Ju\u00e1rez","orcid":"https://orcid.org/0000-0002-3332-5886"},"institutions":[{"id":"https://openalex.org/I62520931","display_name":"National University of Engineering","ror":"https://ror.org/006v63s16","country_code":"PE","type":"education","lineage":["https://openalex.org/I62520931"]}],"countries":["PE"],"is_corresponding":true,"raw_author_name":"Jose Segovia-Juarez","raw_affiliation_strings":["Computer Science Department, National University of Engineering, Lima, Peru"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, National University of Engineering, Lima, Peru","institution_ids":["https://openalex.org/I62520931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030899136","display_name":"Silvano P. Colombano","orcid":null},"institutions":[{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Silvano Colombano","raw_affiliation_strings":["Intelligent Systems Division, NASA Ames Research Center, Moffett Field, CA, USA"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Division, NASA Ames Research Center, Moffett Field, CA, USA","institution_ids":["https://openalex.org/I1280536761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081566137","display_name":"Alex Flores-Mamani","orcid":null},"institutions":[{"id":"https://openalex.org/I62520931","display_name":"National University of Engineering","ror":"https://ror.org/006v63s16","country_code":"PE","type":"education","lineage":["https://openalex.org/I62520931"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Alex Flores-Mamani","raw_affiliation_strings":["Computer Science Department, National University of Engineering, Lima, Peru"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, National University of Engineering, Lima, Peru","institution_ids":["https://openalex.org/I62520931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057496754","display_name":"Daniel Hidalgo-Chavez","orcid":null},"institutions":[{"id":"https://openalex.org/I62520931","display_name":"National University of Engineering","ror":"https://ror.org/006v63s16","country_code":"PE","type":"education","lineage":["https://openalex.org/I62520931"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Daniel Hidalgo-Chavez","raw_affiliation_strings":["Computer Science Department, National University of Engineering, Lima, Peru"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, National University of Engineering, Lima, Peru","institution_ids":["https://openalex.org/I62520931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009913710","display_name":"Miguel Mejia-Puma","orcid":null},"institutions":[{"id":"https://openalex.org/I62520931","display_name":"National University of Engineering","ror":"https://ror.org/006v63s16","country_code":"PE","type":"education","lineage":["https://openalex.org/I62520931"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Miguel Mejia-Puma","raw_affiliation_strings":["Computer Science Department, National University of Engineering, Lima, Peru"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, National University of Engineering, Lima, Peru","institution_ids":["https://openalex.org/I62520931"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5081909500"],"corresponding_institution_ids":["https://openalex.org/I62520931"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.14056145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"6","issue":null,"first_page":"5384","last_page":"5393"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9796000123023987,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9796000123023987,"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/T12029","display_name":"DNA and Biological Computing","score":0.9775000214576721,"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":0.9606999754905701,"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/computer-science","display_name":"Computer science","score":0.6670860052108765},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5446644425392151},{"id":"https://openalex.org/keywords/cellular-automaton","display_name":"Cellular automaton","score":0.5071876049041748},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4916897416114807},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44730469584465027},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3504456877708435}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6670860052108765},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5446644425392151},{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.5071876049041748},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4916897416114807},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44730469584465027},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3504456877708435},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata47090.2019.9005979","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9005979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","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":42,"referenced_works":["https://openalex.org/W146477491","https://openalex.org/W593214149","https://openalex.org/W788957287","https://openalex.org/W1531857721","https://openalex.org/W1541067559","https://openalex.org/W1766555737","https://openalex.org/W1799212981","https://openalex.org/W2011968439","https://openalex.org/W2068867693","https://openalex.org/W2089005170","https://openalex.org/W2108255787","https://openalex.org/W2111811998","https://openalex.org/W2114062029","https://openalex.org/W2116341502","https://openalex.org/W2116344248","https://openalex.org/W2122057340","https://openalex.org/W2126554879","https://openalex.org/W2130072767","https://openalex.org/W2130767959","https://openalex.org/W2136152916","https://openalex.org/W2142334564","https://openalex.org/W2151770367","https://openalex.org/W2327625289","https://openalex.org/W2397800115","https://openalex.org/W2476910606","https://openalex.org/W2517442117","https://openalex.org/W2796167946","https://openalex.org/W2920943913","https://openalex.org/W2963460103","https://openalex.org/W2966031587","https://openalex.org/W2982327501","https://openalex.org/W4210257598","https://openalex.org/W4243858847","https://openalex.org/W4253060067","https://openalex.org/W4293651439","https://openalex.org/W6617830468","https://openalex.org/W6622608864","https://openalex.org/W6722316322","https://openalex.org/W6744557953","https://openalex.org/W6749929118","https://openalex.org/W6753508912","https://openalex.org/W6807384801"],"related_works":["https://openalex.org/W2164619678","https://openalex.org/W2113544496","https://openalex.org/W2360313292","https://openalex.org/W1669105318","https://openalex.org/W2067777412","https://openalex.org/W2359527201","https://openalex.org/W2353714615","https://openalex.org/W9202957","https://openalex.org/W2141069492","https://openalex.org/W1986870597"],"abstract_inverted_index":{"A":[0],"novel":[1],"architecture":[2,9],"for":[3,164,205,210,218],"information":[4,25],"processing,":[5],"called":[6],"the":[7,18,34,95,99,116,155,158,161,165,177,189],"hypernetwork":[8,28,102,178,190],"is":[10,15,62,148,179],"described":[11],"here.":[12],"This":[13],"model":[14,29,217],"based":[16,142,173],"on":[17,143],"hierarchical":[19],"organization":[20],"and":[21,37,47,52,59,67,122,154,198,214],"principles":[22],"of":[23,33,40,57,64,83,98,112],"biological":[24,41],"processing.":[26],"The":[27,55,101],"has":[30],"a":[31,203,216],"representation":[32,56],"molecular,":[35],"cellular,":[36],"organismic":[38],"levels":[39],"organization.":[42],"Molecules":[43,71],"are":[44,49,72,92],"enzyme-like":[45],"structures,":[46],"interactions":[48,61,91,114],"typical":[50],"activation":[51],"inhibition":[53],"processes.":[54],"molecules":[58,97],"their":[60],"comprised":[63],"binary":[65],"strings":[66],"string":[68],"matching":[69],"respectively.":[70],"placed":[73],"in":[74],"cells,":[75,109,117,121],"modeled":[76],"by":[77,94,138],"cellular":[78],"automata.":[79],"An":[80,146],"organized":[81],"group":[82],"cells":[84],"forms":[85],"an":[86,124,139],"organism.":[87],"Cell":[88],"to":[89,167,181],"cell":[90],"produced":[93],"effector-receptor":[96],"cells.":[100,129],"receives":[103],"environmental":[104],"influences":[105],"at":[106],"its":[107,127,171],"input":[108],"creates":[110],"cascades":[111],"molecular":[113,144,152,220],"inside":[115],"passing":[118],"through":[119],"internal":[120],"delivers":[123],"output":[125,128],"from":[126],"Hypernetwork":[130],"organisms":[131],"learn":[132,182],"classification":[133,185],"tasks,":[134],"including":[135],"graph":[136],"classification,":[137],"adaptive":[140],"algorithm":[141],"evolution.":[145],"organism":[147,159],"reproduced":[149],"with":[150,160],"random":[151],"mutation":[153,192],"selection":[156],"chooses":[157],"best":[162],"structure":[163],"problem":[166],"be":[168,200],"solved.":[169],"With":[170],"molecule":[172],"variation-selection":[174],"learning":[175],"algorithm,":[176],"able":[180],"fairly":[183],"complex":[184],"tasks.":[186],"Besides":[187],"learning,":[188],"exhibits":[191],"buffering":[193],"capabilities,":[194],"intracellular":[195],"feedback":[196],"regulation,":[197],"can":[199],"used":[201],"as":[202,215],"tool":[204],"understanding":[206],"how":[207],"hierarchies":[208],"work,":[209],"studying":[211],"evolutionary":[212],"strategies,":[213],"building":[219],"computers.":[221]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
