{"id":"https://openalex.org/W4385488706","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191791","title":"Predicting Habitable Exoplanets in Different Star-Systems Using Deep Learning Based Anomaly Detection Approach","display_name":"Predicting Habitable Exoplanets in Different Star-Systems Using Deep Learning Based Anomaly Detection Approach","publication_year":2023,"publication_date":"2023-06-18","ids":{"openalex":"https://openalex.org/W4385488706","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191791"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn54540.2023.10191791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn54540.2023.10191791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","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/A5015469961","display_name":"Yash Patel","orcid":"https://orcid.org/0000-0002-0677-4221"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yash Patel","raw_affiliation_strings":["Indian Institute of Information Technlogy Allahabad,Information Technology,Prayagraj,India","Information Technology, Indian Institute of Information Technlogy Allahabad, Prayagraj, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technlogy Allahabad,Information Technology,Prayagraj,India","institution_ids":["https://openalex.org/I26072440"]},{"raw_affiliation_string":"Information Technology, Indian Institute of Information Technlogy Allahabad, Prayagraj, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022266107","display_name":"Sadhana Tiwari","orcid":"https://orcid.org/0000-0003-1919-3490"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sadhana Tiwari","raw_affiliation_strings":["Indian Institute of Information Technlogy Allahabad,Information Technology,Prayagraj,India","Information Technology, Indian Institute of Information Technlogy Allahabad, Prayagraj, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technlogy Allahabad,Information Technology,Prayagraj,India","institution_ids":["https://openalex.org/I26072440"]},{"raw_affiliation_string":"Information Technology, Indian Institute of Information Technlogy Allahabad, Prayagraj, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003833348","display_name":"Sanjay Kumar Sonbhadra","orcid":"https://orcid.org/0000-0002-7457-9655"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sanjay Kumar Sonbhadra","raw_affiliation_strings":["Institute of Technical Education and Research, S&#x2018;O&#x2019; A,Computer Science,Bhubaneswar,Odisha,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technical Education and Research, S&#x2018;O&#x2019; A,Computer Science,Bhubaneswar,Odisha,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004401828","display_name":"Sonali Agarwal","orcid":"https://orcid.org/0000-0001-9083-5033"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sonali Agarwal","raw_affiliation_strings":["Indian Institute of Information Technlogy Allahabad,Information Technology,Prayagraj,India","Information Technology, Indian Institute of Information Technlogy Allahabad, Prayagraj, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technlogy Allahabad,Information Technology,Prayagraj,India","institution_ids":["https://openalex.org/I26072440"]},{"raw_affiliation_string":"Information Technology, Indian Institute of Information Technlogy Allahabad, Prayagraj, India","institution_ids":["https://openalex.org/I26072440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6786,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70867894,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10039","display_name":"Stellar, planetary, and galactic studies","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10039","display_name":"Stellar, planetary, and galactic studies","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14163","display_name":"Astronomical Observations and Instrumentation","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12917","display_name":"Astronomy and Astrophysical Research","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/exoplanet","display_name":"Exoplanet","score":0.9280220866203308},{"id":"https://openalex.org/keywords/circumstellar-habitable-zone","display_name":"Circumstellar habitable zone","score":0.6054480075836182},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6013457775115967},{"id":"https://openalex.org/keywords/planetary-habitability","display_name":"Planetary habitability","score":0.5961854457855225},{"id":"https://openalex.org/keywords/astrobiology","display_name":"Astrobiology","score":0.5647456049919128},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5124900341033936},{"id":"https://openalex.org/keywords/star","display_name":"Star (game theory)","score":0.5003883838653564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42199721932411194},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.42016714811325073},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.417554646730423},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3965941071510315},{"id":"https://openalex.org/keywords/stars","display_name":"Stars","score":0.3364432752132416},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2919827699661255},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.19610461592674255},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.1387692093849182},{"id":"https://openalex.org/keywords/astrophysics","display_name":"Astrophysics","score":0.1223885715007782}],"concepts":[{"id":"https://openalex.org/C163479331","wikidata":"https://www.wikidata.org/wiki/Q44559","display_name":"Exoplanet","level":3,"score":0.9280220866203308},{"id":"https://openalex.org/C51553727","wikidata":"https://www.wikidata.org/wiki/Q215913","display_name":"Circumstellar habitable zone","level":4,"score":0.6054480075836182},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6013457775115967},{"id":"https://openalex.org/C162053735","wikidata":"https://www.wikidata.org/wiki/Q846030","display_name":"Planetary habitability","level":4,"score":0.5961854457855225},{"id":"https://openalex.org/C87355193","wikidata":"https://www.wikidata.org/wiki/Q411","display_name":"Astrobiology","level":1,"score":0.5647456049919128},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5124900341033936},{"id":"https://openalex.org/C2780897414","wikidata":"https://www.wikidata.org/wiki/Q7600592","display_name":"Star (game theory)","level":2,"score":0.5003883838653564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42199721932411194},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.42016714811325073},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.417554646730423},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3965941071510315},{"id":"https://openalex.org/C150846664","wikidata":"https://www.wikidata.org/wiki/Q7602306","display_name":"Stars","level":2,"score":0.3364432752132416},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2919827699661255},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19610461592674255},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.1387692093849182},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.1223885715007782},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn54540.2023.10191791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn54540.2023.10191791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","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":13,"referenced_works":["https://openalex.org/W2759466028","https://openalex.org/W2948915926","https://openalex.org/W2962788521","https://openalex.org/W2962905608","https://openalex.org/W2985167526","https://openalex.org/W3005279179","https://openalex.org/W3118380980","https://openalex.org/W3131387218","https://openalex.org/W3161958706","https://openalex.org/W3184264180","https://openalex.org/W4205909931","https://openalex.org/W4206086132","https://openalex.org/W6787893743"],"related_works":["https://openalex.org/W1971744015","https://openalex.org/W4309359252","https://openalex.org/W2806741695","https://openalex.org/W4384111907","https://openalex.org/W4290647774","https://openalex.org/W2886481133","https://openalex.org/W3102577689","https://openalex.org/W3095075735","https://openalex.org/W4377204423","https://openalex.org/W2770800874"],"abstract_inverted_index":{"Mankind":[0],"has":[1,38,163],"been":[2,39,109,140,165],"looking":[3],"up":[4],"at":[5],"the":[6,26,30,44,53,82,95,119,129,148,176,182,193,196,223,262,264,271,275],"stars":[7],"for":[8],"centuries,":[9],"wondering":[10],"what":[11],"lies":[12],"in":[13,29,43,167,237,253],"deep":[14],"space,":[15],"and":[16,34,228],"if":[17],"other":[18],"civilizations":[19],"like":[20],"ours":[21],"exist.":[22],"Following":[23],"this,":[24],"with":[25,270],"significant":[27],"advancement":[28],"field":[31],"of":[32,55,105,150,178,184,199,225,235],"cosmology":[33],"space":[35,49],"missions,":[36],"there":[37,60],"an":[40,113,200,246],"exponential":[41],"increase":[42],"astronomical":[45],"data":[46],"collected":[47],"by":[48,274],"telescopes":[50],"to":[51,111,156,175,192,222,250,255],"explore":[52],"possibility":[54,149],"harboring":[56],"extraterrestrial":[57],"life.":[58],"And":[59],"is":[61,69,79,124,188],"still":[62],"no":[63],"consensus":[64],"on":[65,128,216,231],"whether":[66],"a":[67,90,103,125,209,217,232,238],"planet":[68,78],"habitable,":[70],"potentially":[71,257],"habitable":[72,77,258,279],"or":[73],"inhabitable.":[74],"The":[75,242],"only":[76],"Earth,":[80],"therefore,":[81],"hypothesized":[83],"exoplanets":[84],"are":[85,207],"categorized":[86],"using":[87,170],"Earth":[88],"as":[89,94,118,147],"reference,":[91],"also":[92,164],"known":[93],"\u201cEarth":[96],"Habitability":[97,121,277],"Index\u201d":[98],"(EHI).":[99],"In":[100,202],"this":[101,203],"regard,":[102],"number":[104,183,234],"additional":[106],"metrics":[107],"have":[108,138,144],"developed":[110],"categorize":[112],"exoplanet's":[114],"habitability":[115,131,197],"score,":[116],"such":[117,146],"Cobb-Douglas":[120,130],"Score,":[122],"which":[123,173],"metric":[126],"based":[127],"production":[132],"function":[133,220],"(CD-HPF).":[134],"Many":[135],"classification-based":[136],"algorithms":[137],"already":[139],"developed,":[141],"but":[142,181],"they":[143],"limitations,":[145],"misleading":[151],"accuracy":[152],"scores":[153],"when":[154],"applied":[155],"highly":[157],"unbalanced":[158],"datasets.":[159],"Recently,":[160],"some":[161],"work":[162,230],"proposed":[166,243],"anomaly":[168,226],"detection":[169,227],"memetic":[171],"algorithms,":[172,180],"belong":[174],"class":[177,224],"metaheuristic":[179],"feature":[185],"sets":[186],"used":[187],"significantly":[189,239],"less":[190],"compared":[191],"ones":[194],"impacting":[195],"score":[198],"exoplanet.":[201],"present":[204],"research,":[205],"we":[206],"proposing":[208],"novel":[210],"variational":[211],"auto-encoder":[212],"algorithm":[213,244],"that":[214],"works":[215],"probability":[218],"distribution":[219],"belonging":[221],"will":[229,267],"greater":[233],"features":[236],"larger":[240],"dataset.":[241],"follows":[245],"unsupervised":[247],"learning":[248],"approach":[249],"detect":[251],"anomalies":[252],"order":[254],"determine":[256],"exoplanets.":[259],"To":[260],"validate":[261],"approach,":[263],"obtained":[265],"results":[266],"be":[268],"cross-matched":[269],"dataset":[272],"provided":[273],"Planetary":[276],"Laboratory's":[278],"exoplanet":[280],"catalog":[281],"(PHL-HEC).":[282]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
