{"id":"https://openalex.org/W3036899018","doi":"https://doi.org/10.1109/icccs49078.2020.9118578","title":"Predictive Analysis of Heterogeneous Data \u2013 Techniques & Tools","display_name":"Predictive Analysis of Heterogeneous Data \u2013 Techniques & Tools","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3036899018","doi":"https://doi.org/10.1109/icccs49078.2020.9118578","mag":"3036899018"},"language":"en","primary_location":{"id":"doi:10.1109/icccs49078.2020.9118578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs49078.2020.9118578","pdf_url":null,"source":{"id":"https://openalex.org/S4306498617","display_name":"2020 5th International Conference on Computer and Communication Systems (ICCCS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Computer and Communication Systems (ICCCS)","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/A5010621685","display_name":"Jayshree Ghorpade-Aher","orcid":"https://orcid.org/0000-0002-2131-3618"},"institutions":[{"id":"https://openalex.org/I4210113821","display_name":"Indian Institute of Information Technology, Pune","ror":"https://ror.org/01f8qyw75","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210113821"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jayshree Ghorpade","raw_affiliation_strings":["Department of Computer Engineering, Pune Institute of Computer Technology, Pune, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Pune Institute of Computer Technology, Pune, Maharashtra, India","institution_ids":["https://openalex.org/I4210113821"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034198482","display_name":"Balwant A. Sonkamble","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113821","display_name":"Indian Institute of Information Technology, Pune","ror":"https://ror.org/01f8qyw75","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210113821"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Balwant Sonkamble","raw_affiliation_strings":["Department of Computer Engineering, Pune Institute of Computer Technology, Pune, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Pune Institute of Computer Technology, Pune, Maharashtra, India","institution_ids":["https://openalex.org/I4210113821"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.246,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75637755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"40","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9882000088691711,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9846000075340271,"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/data-science","display_name":"Data science","score":0.7477951645851135},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7406587600708008},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7383735179901123},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6413361430168152},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.5766602158546448},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5114918947219849},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5068438649177551},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.42572110891342163},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4173654019832611},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3549680709838867},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3548547625541687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30292004346847534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24435684084892273},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1419876217842102},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11963444948196411},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10565802454948425}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7477951645851135},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7406587600708008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7383735179901123},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6413361430168152},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.5766602158546448},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5114918947219849},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5068438649177551},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.42572110891342163},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4173654019832611},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3549680709838867},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3548547625541687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30292004346847534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24435684084892273},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1419876217842102},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11963444948196411},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10565802454948425},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccs49078.2020.9118578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs49078.2020.9118578","pdf_url":null,"source":{"id":"https://openalex.org/S4306498617","display_name":"2020 5th International Conference on Computer and Communication Systems (ICCCS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Computer and Communication Systems (ICCCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W841229804","https://openalex.org/W1494137514","https://openalex.org/W1538057645","https://openalex.org/W1892382968","https://openalex.org/W1973747955","https://openalex.org/W1978581090","https://openalex.org/W2039844033","https://openalex.org/W2040263621","https://openalex.org/W2046862341","https://openalex.org/W2066070009","https://openalex.org/W2072750586","https://openalex.org/W2095178814","https://openalex.org/W2106652842","https://openalex.org/W2109574129","https://openalex.org/W2118067958","https://openalex.org/W2120149881","https://openalex.org/W2125199259","https://openalex.org/W2148633389","https://openalex.org/W2159128662","https://openalex.org/W2164364358","https://openalex.org/W2182506759","https://openalex.org/W2261525379","https://openalex.org/W2331870320","https://openalex.org/W2340411134","https://openalex.org/W2405140409","https://openalex.org/W2406349003","https://openalex.org/W2508469669","https://openalex.org/W2518777318","https://openalex.org/W2540570975","https://openalex.org/W2563424502","https://openalex.org/W2566506518","https://openalex.org/W2569876941","https://openalex.org/W2570427954","https://openalex.org/W2579247884","https://openalex.org/W2593105455","https://openalex.org/W2609603712","https://openalex.org/W2610747349","https://openalex.org/W2616703500","https://openalex.org/W2625749796","https://openalex.org/W2796850818","https://openalex.org/W2968058863","https://openalex.org/W2995905634","https://openalex.org/W4229996154","https://openalex.org/W6629518394","https://openalex.org/W6676189832","https://openalex.org/W6686196322","https://openalex.org/W6713680328","https://openalex.org/W6736830949","https://openalex.org/W6750552042"],"related_works":["https://openalex.org/W4386799044","https://openalex.org/W2773208253","https://openalex.org/W2560646951","https://openalex.org/W4297454206","https://openalex.org/W65104662","https://openalex.org/W1871748041","https://openalex.org/W2362286668","https://openalex.org/W2133382151","https://openalex.org/W2153339597","https://openalex.org/W3148498243"],"abstract_inverted_index":{"Data":[0],"intensive":[1,70],"processing":[2],"and":[3,16,24,50,83,134],"analysis":[4,141],"has":[5],"lead":[6],"new":[7,40],"research":[8],"avenues":[9],"to":[10,113,138],"draw":[11],"the":[12,20,43,55,63,68,80,103,123,143],"attention":[13],"of":[14,22,32,62,94,105,126,142],"researchers":[15],"decision":[17],"makers":[18],"in":[19,30,34,54,86],"field":[21],"data":[23,33,69,98,110],"information":[25,52,59],"sciences.":[26],"The":[27],"exponential":[28],"rise":[29],"variety":[31,104],"today's":[35],"computerized":[36],"era":[37],"is":[38,60,75,111],"laying":[39],"challenges":[41],"for":[42,67,79,122],"society.":[44],"Nevertheless,":[45],"there":[46],"are":[47,136],"huge":[48],"potentials":[49],"useful":[51,115],"present":[53],"data.":[56,106,149],"This":[57],"undiscovered":[58],"one":[61],"most":[64],"valuable":[65],"assets":[66],"scientific":[71],"real-time":[72],"applications.":[73],"It":[74],"a":[76,91,119],"vital":[77],"factor":[78,121],"efficient":[81],"outcome":[82],"evolving":[84],"advances":[85],"various":[87],"technical":[88],"aspects.":[89],"Yet,":[90],"large":[92],"number":[93],"sectors":[95],"with":[96,102,128],"varied":[97],"sources":[99],"face":[100],"difficulties":[101],"Processing":[107],"this":[108],"heterogeneous":[109],"necessary":[112],"extract":[114],"information,":[116],"making":[117],"it":[118],"decisive":[120],"better":[124],"survival":[125],"future":[127],"automation.":[129],"Different":[130],"Machine":[131],"Learning":[132],"techniques":[133],"tools":[135],"studied":[137],"perform":[139],"predictive":[140],"continuous":[144],"as":[145,147],"well":[146],"categorical":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}