{"id":"https://openalex.org/W4406416424","doi":"https://doi.org/10.1109/ic3i61595.2024.10829173","title":"Neural Networks and Deep Learning: Innovations and Applications in Soft Computing","display_name":"Neural Networks and Deep Learning: Innovations and Applications in Soft Computing","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4406416424","doi":"https://doi.org/10.1109/ic3i61595.2024.10829173"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i61595.2024.10829173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10829173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","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/A5115894342","display_name":"Jahagirdar Imran Abdulkadar","orcid":null},"institutions":[{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Jahagirdar Imran Abdulkadar","raw_affiliation_strings":["Savitribai Phule Pune University,Computer Application"],"affiliations":[{"raw_affiliation_string":"Savitribai Phule Pune University,Computer Application","institution_ids":["https://openalex.org/I878213199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110894083","display_name":"Chinnem Rama Mohan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093231","display_name":"Narayana Dental College and Hospital","ror":"https://ror.org/00j2n4x83","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210093231"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chinnem Rama Mohan","raw_affiliation_strings":["Narayana Engineering College,Department of Computer Science and Engineering,Nellore,Andhra Pradesh,India,524004"],"affiliations":[{"raw_affiliation_string":"Narayana Engineering College,Department of Computer Science and Engineering,Nellore,Andhra Pradesh,India,524004","institution_ids":["https://openalex.org/I4210093231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070634568","display_name":"P. Vijaya Bharati","orcid":"https://orcid.org/0000-0002-9661-1388"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P. Vijaya Bharati","raw_affiliation_strings":["Vignans Institute of Engineering for Women,Department of CSE,Visakhapatnam,Andhra Pradesh,India,530049"],"affiliations":[{"raw_affiliation_string":"Vignans Institute of Engineering for Women,Department of CSE,Visakhapatnam,Andhra Pradesh,India,530049","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076737271","display_name":"Shamik Palit","orcid":"https://orcid.org/0000-0002-2999-2408"},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shamik Palit","raw_affiliation_strings":["University of Stirling RAK Campus,Department of Computing Science and Software Engineering,UAE"],"affiliations":[{"raw_affiliation_string":"University of Stirling RAK Campus,Department of Computing Science and Software Engineering,UAE","institution_ids":["https://openalex.org/I12093191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089686792","display_name":"G. Srinivasa Rao","orcid":"https://orcid.org/0000-0003-4355-0531"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gunda Srinivasa Rao","raw_affiliation_strings":["Mallareddy University,School of Management and Commerce,Kompally,500100"],"affiliations":[{"raw_affiliation_string":"Mallareddy University,School of Management and Commerce,Kompally,500100","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026624491","display_name":"Pankaj Mudholkar","orcid":"https://orcid.org/0000-0003-1639-0704"},"institutions":[{"id":"https://openalex.org/I3132999081","display_name":"Marwadi University","ror":"https://ror.org/030dn1812","country_code":"IN","type":"education","lineage":["https://openalex.org/I3132999081"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pankaj Mudholkar","raw_affiliation_strings":["Marwadi University,Faculty of Computer Applications,Rajkot,Gujarat,India,360003"],"affiliations":[{"raw_affiliation_string":"Marwadi University,Faculty of Computer Applications,Rajkot,Gujarat,India,360003","institution_ids":["https://openalex.org/I3132999081"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5115894342"],"corresponding_institution_ids":["https://openalex.org/I878213199"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50870887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1406","last_page":"1410"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13647","display_name":"AI and Big Data Applications","score":0.961899995803833,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.6876830458641052},{"id":"https://openalex.org/keywords/soft-computing","display_name":"Soft computing","score":0.5709877014160156},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5631065368652344},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5295848250389099},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4566655457019806},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3662335276603699}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6876830458641052},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.5709877014160156},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5631065368652344},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5295848250389099},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4566655457019806},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3662335276603699}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i61595.2024.10829173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10829173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2990283237","https://openalex.org/W3081901970","https://openalex.org/W3087508233","https://openalex.org/W3121061995","https://openalex.org/W3121810080","https://openalex.org/W3131917094","https://openalex.org/W3200581805","https://openalex.org/W4210655294","https://openalex.org/W4220712304","https://openalex.org/W4386555949","https://openalex.org/W4401100689","https://openalex.org/W6856279521"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W3086377361"],"abstract_inverted_index":{"The":[0,27,128,145],"Paper":[1],"explores":[2],"different":[3],"aspects":[4],"of":[5,15,29,40,59,91,108,183],"deep":[6,78,132,187],"learning":[7,45,71,80,188],"techniques":[8,46,136],"and":[9,20,38,56,110,117,142,156,176,189],"neural":[10,41,48,168,190],"networks":[11,49,191],"in":[12,66,77,84,88,125,198],"the":[13,30,35,57,85,89,152,171,181,194],"fields":[14,90],"healthcare,":[16],"time-series":[17],"forecasting,":[18],"agriculture,":[19],"other":[21],"relevant":[22],"sectors":[23],"through":[24],"soft":[25],"computing.":[26],"objective":[28],"report":[31,146],"is":[32],"to":[33,159],"examine":[34],"significant":[36],"potential":[37,153,177],"applications":[39],"networks.":[42],"While":[43],"machine":[44,70,79],"called":[47],"(NN)":[50],"are":[51,73,81,122],"utilized":[52],"for":[53,137,180],"audio,":[54],"picture,":[55],"processing":[58],"natural":[60,104],"languages,":[61],"it":[62],"has":[63,147],"huge":[64],"implications":[65],"robotics":[67],"where":[68],"several":[69],"algorithms":[72],"significantly":[74],"required.":[75],"Improvements":[76],"also":[82,130,148],"investigated":[83],"article":[86],"specifically":[87],"drug":[92],"construction,":[93],"genetics,":[94],"recognizing":[95],"faces,":[96],"farming,":[97],"biological":[98,100],"medicine,":[99],"informatics,":[101],"medical":[102],"treatment,":[103],"language,":[105],"multimedia":[106],"analysis":[107],"data,":[109],"mobility":[111],"prediction.":[112],"However":[113],"black":[114],"box":[115],"challenges":[116,157],"privacy":[118,154,196],"concerns":[119,155,197],"with":[120],"data":[121,134,199],"often":[123],"ignored":[124],"this":[126],"research.":[127],"paper":[129],"outlines":[131],"learning-driven":[133],"mining":[135],"precisely":[138],"predicting,":[139],"displaying,":[140],"evaluating,":[141],"classifying":[143],"data.":[144],"emphasized":[149],"on":[150],"addressing":[151,193],"associated":[158],"information":[160],"representation.":[161],"By":[162],"reviewing":[163],"recent":[164],"literature":[165],"sources":[166],"about":[167],"network":[169],"techniques,":[170],"study":[172],"proposes":[173],"innovation":[174],"strategies":[175],"improvement":[178],"areas":[179],"development":[182],"advanced":[184],"technologies":[185],"like":[186],"while":[192],"key":[195],"processing.":[200]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}