{"id":"https://openalex.org/W4223620060","doi":"https://doi.org/10.1109/infoteh53737.2022.9751323","title":"Real-Time Data Processing Techniques for a Scalable Spatial and Temporal Dimension Reduction","display_name":"Real-Time Data Processing Techniques for a Scalable Spatial and Temporal Dimension Reduction","publication_year":2022,"publication_date":"2022-03-16","ids":{"openalex":"https://openalex.org/W4223620060","doi":"https://doi.org/10.1109/infoteh53737.2022.9751323"},"language":"en","primary_location":{"id":"doi:10.1109/infoteh53737.2022.9751323","doi":"https://doi.org/10.1109/infoteh53737.2022.9751323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infoteh53737.2022.9751323","pdf_url":null,"source":{"id":"https://openalex.org/S7407086076","display_name":"International Symposium INFOTEH-JAHORINA (INFOTEH)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2022 21st International Symposium INFOTEH-JAHORINA (INFOTEH)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5029659701","display_name":"Aleksandar Gavric","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210105304","display_name":"Union University","ror":"https://ror.org/01p8d4t94","country_code":"RS","type":"education","lineage":["https://openalex.org/I4210105304"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Aleksandar Gavric","raw_affiliation_strings":["School of Computing, Union University, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Union University, Belgrade, Serbia","institution_ids":["https://openalex.org/I4210105304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028092269","display_name":"Dusan Vujoscvic","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210105304","display_name":"Union University","ror":"https://ror.org/01p8d4t94","country_code":"RS","type":"education","lineage":["https://openalex.org/I4210105304"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Dusan Vujoscvic","raw_affiliation_strings":["School of Computing, Union University, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Union University, Belgrade, Serbia","institution_ids":["https://openalex.org/I4210105304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069844703","display_name":"Nemanja Radosavljevic","orcid":"https://orcid.org/0009-0008-8174-893X","observed_orcids":["https://orcid.org/0009-0008-8174-893X"]},"institutions":[{"id":"https://openalex.org/I4210105304","display_name":"Union University","ror":"https://ror.org/01p8d4t94","country_code":"RS","type":"education","lineage":["https://openalex.org/I4210105304"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nemanja Radosavljevic","raw_affiliation_strings":["School of Computing, Union University, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Union University, Belgrade, Serbia","institution_ids":["https://openalex.org/I4210105304"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082716949","display_name":"Petar Prvulovi\u0107","orcid":"https://orcid.org/0009-0007-9338-0362","observed_orcids":["https://orcid.org/0009-0007-9338-0362"]},"institutions":[{"id":"https://openalex.org/I4210105304","display_name":"Union University","ror":"https://ror.org/01p8d4t94","country_code":"RS","type":"education","lineage":["https://openalex.org/I4210105304"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Petar Prvulovic","raw_affiliation_strings":["School of Computing, Union University, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Union University, Belgrade, Serbia","institution_ids":["https://openalex.org/I4210105304"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210105304"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.6089000105857849,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.6089000105857849,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T14353","display_name":"Wireless Sensor Networks for Data Analysis","score":0.12950000166893005,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.06780000030994415,"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/wireless-sensor-networks","display_name":"wireless sensor networks","score":0.9879999756813049},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.9520000219345093},{"id":"https://openalex.org/keywords/real-time-data-processing","display_name":"real-time data processing","score":0.968999981880188},{"id":"https://openalex.org/keywords/distributed-systems","display_name":"distributed systems","score":0.7870000004768372},{"id":"https://openalex.org/keywords/predictive-modeling","display_name":"predictive modeling","score":0.824999988079071},{"id":"https://openalex.org/keywords/data-indexing","display_name":"data indexing","score":0.5830000042915344},{"id":"https://openalex.org/keywords/data-visualization","display_name":"data visualization","score":0.5360000133514404}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7831869721412659},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7678499817848206},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6755796670913696},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6644099950790405},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6354641914367676},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6310340166091919},{"id":"https://openalex.org/C153914771","wikidata":"https://www.wikidata.org/wiki/Q5227343","display_name":"Data reduction","level":2,"score":0.5473952889442444},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5359419584274292},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.46915164589881897},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.46280497312545776},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4552724063396454},{"id":"https://openalex.org/C77277458","wikidata":"https://www.wikidata.org/wiki/Q1969246","display_name":"Temporal database","level":2,"score":0.4418529272079468},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4418298900127411},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4135604202747345},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3548086881637573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28920191526412964},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13879075646400452},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12408441305160522},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infoteh53737.2022.9751323","doi":"https://doi.org/10.1109/infoteh53737.2022.9751323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infoteh53737.2022.9751323","pdf_url":null,"source":{"id":"https://openalex.org/S7407086076","display_name":"International Symposium INFOTEH-JAHORINA (INFOTEH)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2022 21st International Symposium INFOTEH-JAHORINA (INFOTEH)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1559384589","https://openalex.org/W2027130402","https://openalex.org/W2046049987","https://openalex.org/W2148593008","https://openalex.org/W2551510613","https://openalex.org/W2741340996","https://openalex.org/W2802249969","https://openalex.org/W2976872795","https://openalex.org/W3001441057","https://openalex.org/W3047363635","https://openalex.org/W3214866659"],"related_works":["https://openalex.org/W2894607751","https://openalex.org/W2013015459","https://openalex.org/W1493808941","https://openalex.org/W4210482147","https://openalex.org/W7203509478","https://openalex.org/W7100668679","https://openalex.org/W91338809","https://openalex.org/W4285813822","https://openalex.org/W2157801261","https://openalex.org/W4300665601"],"abstract_inverted_index":{"Wireless":[0],"sensor":[1,15,50,83],"networks":[2],"(WSN)":[3],"often":[4,18],"generate":[5],"data":[6,36,110],"with":[7],"high":[8],"frequency":[9],"per":[10],"unit":[11],"time.":[12],"Values":[13],"from":[14,111],"measurements":[16,84],"are":[17],"redundant":[19],"and":[20,33,70,79,92,107],"provide":[21],"little":[22],"or":[23],"no":[24],"information.":[25],"Methods":[26],"of":[27,37,45,48,75,82,94,109],"dimension":[28],"reduction":[29],"can":[30,39],"be":[31,40],"applied":[32],"thus":[34],"only":[35],"interest":[38],"preserved":[41],"for":[42],"the":[43,72,77,90],"purpose":[44],"effective":[46],"analysis":[47,93,106],"wireless":[49],"networks'":[51],"data.":[52],"The":[53],"authors":[54],"show":[55],"experimentally":[56],"that":[57,99],"it":[58],"is":[59],"possible":[60],"to":[61],"build":[62],"more":[63],"successful":[64],"predictive":[65],"models":[66],"by":[67],"reducing":[68,76],"dimensions":[69,81],"discuss":[71],"potential":[73],"advantages":[74],"spatial":[78],"temporal":[80],"in":[85,114],"different":[86],"applications.":[87],"Authors":[88],"present":[89],"implementation":[91],"an":[95],"efficient":[96],"distributed":[97],"system":[98],"enables":[100],"search,":[101],"ranking,":[102],"indexing,":[103],"machine":[104],"learning":[105],"visualization":[108],"WSNs,":[112],"processed":[113],"real-time.":[115]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-04-15T00:00:00"}
