{"id":"https://openalex.org/W2899153946","doi":"https://doi.org/10.1109/icccnt.2018.8493922","title":"Estimation of Earthquake Source Parameters Using Machine Learning Techniques","display_name":"Estimation of Earthquake Source Parameters Using Machine Learning Techniques","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2899153946","doi":"https://doi.org/10.1109/icccnt.2018.8493922","mag":"2899153946"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt.2018.8493922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt.2018.8493922","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","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/A5068212146","display_name":"Gaurav Rajguru","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091849","display_name":"Bhabha Atomic Research Center Hospital","ror":"https://ror.org/00chbca67","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I2799351866","https://openalex.org/I3149292468","https://openalex.org/I4210091849"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Gaurav Rajguru","raw_affiliation_strings":["Seismology Division, Bhabha Atomic Research Center, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"Seismology Division, Bhabha Atomic Research Center, Mumbai, India","institution_ids":["https://openalex.org/I4210091849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013718893","display_name":"Y. S. Bhadauria","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091849","display_name":"Bhabha Atomic Research Center Hospital","ror":"https://ror.org/00chbca67","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I2799351866","https://openalex.org/I3149292468","https://openalex.org/I4210091849"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Y. S. Bhadauria","raw_affiliation_strings":["Seismology Division, Bhabha Atomic Research Center, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"Seismology Division, Bhabha Atomic Research Center, Mumbai, India","institution_ids":["https://openalex.org/I4210091849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071719457","display_name":"Siddhartha Mukhopadhyay","orcid":"https://orcid.org/0000-0002-6415-8793"},"institutions":[{"id":"https://openalex.org/I200207707","display_name":"Homi Bhabha National Institute","ror":"https://ror.org/02bv3zr67","country_code":"IN","type":"education","lineage":["https://openalex.org/I200207707"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Mukhopadhyay","raw_affiliation_strings":["Homi Bhabha National Institute, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"Homi Bhabha National Institute, Mumbai, India","institution_ids":["https://openalex.org/I200207707"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068212146"],"corresponding_institution_ids":["https://openalex.org/I4210091849"],"apc_list":null,"apc_paid":null,"fwci":0.6193,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.6741817,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12424","display_name":"Earthquake Detection and Analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12424","display_name":"Earthquake Detection and Analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.9995999932289124,"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/T10110","display_name":"earthquake and tectonic studies","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/slowness","display_name":"Slowness","score":0.8657035827636719},{"id":"https://openalex.org/keywords/displacement","display_name":"Displacement (psychology)","score":0.6025586724281311},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5909322500228882},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.587016761302948},{"id":"https://openalex.org/keywords/seismic-wave","display_name":"Seismic wave","score":0.5214730501174927},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.499981164932251},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.42474842071533203},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3968506455421448},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3681851625442505},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29861700534820557},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.27190864086151123},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22815603017807007}],"concepts":[{"id":"https://openalex.org/C11940443","wikidata":"https://www.wikidata.org/wiki/Q16965645","display_name":"Slowness","level":2,"score":0.8657035827636719},{"id":"https://openalex.org/C107551265","wikidata":"https://www.wikidata.org/wiki/Q1458245","display_name":"Displacement (psychology)","level":2,"score":0.6025586724281311},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5909322500228882},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.587016761302948},{"id":"https://openalex.org/C78542244","wikidata":"https://www.wikidata.org/wiki/Q186167","display_name":"Seismic wave","level":2,"score":0.5214730501174927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.499981164932251},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.42474842071533203},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3968506455421448},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3681851625442505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29861700534820557},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.27190864086151123},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22815603017807007},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt.2018.8493922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt.2018.8493922","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332183","display_name":"U.S. Geological Survey","ror":"https://ror.org/035a68863"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W627600523","https://openalex.org/W1569512666","https://openalex.org/W1974023682","https://openalex.org/W1982147649","https://openalex.org/W1994553199","https://openalex.org/W2005374071","https://openalex.org/W2027197837","https://openalex.org/W2050182614","https://openalex.org/W2103113534","https://openalex.org/W2127150969","https://openalex.org/W2149904219","https://openalex.org/W2185410891","https://openalex.org/W2208968870","https://openalex.org/W2490844358","https://openalex.org/W2615808098","https://openalex.org/W2783829390","https://openalex.org/W3002420721","https://openalex.org/W3003694668","https://openalex.org/W3013230656","https://openalex.org/W3023540311","https://openalex.org/W4250303119","https://openalex.org/W4285719527","https://openalex.org/W6686238190","https://openalex.org/W6723086472","https://openalex.org/W6773358380","https://openalex.org/W6775475256"],"related_works":["https://openalex.org/W2386387936","https://openalex.org/W2392110728","https://openalex.org/W1999766316","https://openalex.org/W2526800886","https://openalex.org/W2349192636","https://openalex.org/W2364718539","https://openalex.org/W2386767533","https://openalex.org/W2380313759","https://openalex.org/W2386021929","https://openalex.org/W2370307849"],"abstract_inverted_index":{"The":[0],"earthquake":[1],"source":[2,11,14,37,67,70,105,108],"parameters":[3,138],"are":[4,29,44],"generally":[5,22],"grouped":[6],"into":[7],"two":[8],"categories":[9],"namely":[10,94],"location":[12,18,106],"and":[13,47,56,99,107,124],"dimension.":[15],"For":[16,64],"estimating":[17,65],"of":[19,35,51,79,90],"an":[20],"earthquake,":[21],"world":[23],"average":[24],"slowness":[25,123],"versus":[26],"distance":[27,34,125],"curves":[28,43],"used":[30,113,133],"to":[31,74,103,117,134,139],"find":[32],"the":[33,36,39,57,61,66,75,119,122,136,151],"from":[38],"seismic":[40,62,80],"station.":[41],"These":[42],"inherently":[45],"non-linear":[46],"a":[48],"complex":[49],"function":[50,115],"epicentral":[52],"distance,":[53],"earth":[54],"structure":[55],"path":[58],"travelled":[59],"by":[60,82,126],"waves.":[63],"dimension,":[68],"Brunes":[69,141],"model":[71,142,152],"is":[72,112,132],"fitted":[73],"observed":[76,144],"displacement":[77,145],"spectrum":[78,146],"wave":[81],"optimizing":[83],"spectral":[84,137],"parameters.":[85],"This":[86],"article":[87],"proposes":[88],"employment":[89],"machine":[91],"learning":[92],"techniques,":[93],"artificial":[95],"neural":[96],"network":[97],"(ANN)":[98],"genetic":[100],"algorithm":[101],"(GA)":[102],"estimate":[104],"dimensions":[109],"respectively.":[110],"ANN":[111],"as":[114],"approximator":[116],"learn":[118],"relationship":[120],"between":[121],"using":[127,147],"training":[128],"data":[129],"whereas":[130],"GA":[131],"search":[135],"fit":[140],"with":[143],"theoretical":[148],"constraints":[149],"in":[150],"space.":[153]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}