{"id":"https://openalex.org/W3046729549","doi":"https://doi.org/10.1109/tii.2020.3012762","title":"A Data-Driven Framework for Deploying Sensors in Environment Sensing Application","display_name":"A Data-Driven Framework for Deploying Sensors in Environment Sensing Application","publication_year":2020,"publication_date":"2020-07-29","ids":{"openalex":"https://openalex.org/W3046729549","doi":"https://doi.org/10.1109/tii.2020.3012762","mag":"3046729549"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2020.3012762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3012762","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-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/A5076609306","display_name":"Abhishek Grover","orcid":"https://orcid.org/0000-0002-2390-9263"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhishek Grover","raw_affiliation_strings":["Bharti School of Telecommunication Technology and Management, Indian Institute of Technology Delhi, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bharti School of Telecommunication Technology and Management, Indian Institute of Technology Delhi, New Delhi, India","institution_ids":["https://openalex.org/I68891433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066116024","display_name":"Brejesh Lall","orcid":"https://orcid.org/0000-0003-2677-3071"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Brejesh Lall","raw_affiliation_strings":["Bharti School of Telecommunication Technology and Management, Indian Institute of Technology Delhi, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bharti School of Telecommunication Technology and Management, Indian Institute of Technology Delhi, New Delhi, India","institution_ids":["https://openalex.org/I68891433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I68891433"],"apc_list":null,"apc_paid":null,"fwci":0.4754,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.60964528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"17","issue":"6","first_page":"4055","last_page":"4064"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9940999746322632,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9677000045776367,"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/software-deployment","display_name":"Software deployment","score":0.849314272403717},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.7916987538337708},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.7097147107124329},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6591594219207764},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6294903755187988},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5415174961090088},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5372775197029114},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.515670895576477},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5095329880714417},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4942765235900879},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4367932975292206},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33616888523101807},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1710292398929596},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09857293963432312},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08448219299316406}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.849314272403717},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7916987538337708},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.7097147107124329},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6591594219207764},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6294903755187988},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5415174961090088},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5372775197029114},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.515670895576477},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5095329880714417},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4942765235900879},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4367932975292206},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33616888523101807},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1710292398929596},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09857293963432312},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08448219299316406},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2020.3012762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3012762","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W119730523","https://openalex.org/W1964357740","https://openalex.org/W1987030036","https://openalex.org/W1988112686","https://openalex.org/W2023790157","https://openalex.org/W2047364731","https://openalex.org/W2098637521","https://openalex.org/W2114188922","https://openalex.org/W2114408075","https://openalex.org/W2131824593","https://openalex.org/W2142471246","https://openalex.org/W2150794496","https://openalex.org/W2162494024","https://openalex.org/W2169207653","https://openalex.org/W2185323257","https://openalex.org/W2264974406","https://openalex.org/W2293822418","https://openalex.org/W2313634160","https://openalex.org/W2325867572","https://openalex.org/W2395759774","https://openalex.org/W2411457692","https://openalex.org/W2524099095","https://openalex.org/W2580051904","https://openalex.org/W2769264085","https://openalex.org/W2793188406","https://openalex.org/W2804233742","https://openalex.org/W2902259735","https://openalex.org/W2966009252","https://openalex.org/W2985182609","https://openalex.org/W3003506411","https://openalex.org/W3103871524","https://openalex.org/W3144749065","https://openalex.org/W4229562638","https://openalex.org/W4250005612","https://openalex.org/W6679608865","https://openalex.org/W6686604339"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2987774938","https://openalex.org/W2566006169","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2554503563","https://openalex.org/W2171641484"],"abstract_inverted_index":{"Sensor":[0],"deployment":[1,19,117],"routines":[2],"for":[3,56,115,125],"environment":[4],"sensing":[5],"applications":[6],"make":[7],"various":[8],"assumptions":[9,16],"about":[10],"the":[11,18,32,45,68,85,91,108,116],"underlying":[12],"spatiotemporal":[13,59],"field.":[14],"These":[15],"render":[17],"ineffective":[20],"in":[21,107],"a":[22,28,42,71,76,138],"practical":[23],"scenario.":[24],"This":[25],"article":[26],"proposes":[27],"two-step":[29],"process:":[30],"initially,":[31],"sensors":[33,49],"are":[34,50,111],"deployed":[35],"based":[36],"on":[37],"geographical":[38],"covariates.":[39],"Then,":[40],"after":[41],"fixed":[43],"period,":[44],"data":[46],"collected":[47],"from":[48],"used":[51,124],"to":[52,137],"find":[53],"optimal":[54,114],"locations":[55,101],"sensors.":[57,119],"The":[58,79,100,120,131],"representation":[60],"of":[61,70,87,118,142],"sensor":[62],"values":[63],"has":[64,134],"been":[65,135],"modeled":[66,83,95],"as":[67,84,113],"sum":[69,86],"systematic":[72],"trend":[73,80],"component":[74,81,93],"and":[75,90,128],"residual":[77,92,109],"process.":[78],"is":[82,94],"deterministic":[88],"functions,":[89],"using":[96],"support":[97,104],"vector":[98,105],"regression.":[99],"with":[102],"maximum":[103],"count":[106],"model":[110],"identified":[112],"method":[121],"can":[122],"be":[123],"both":[126],"static":[127],"dynamic":[129],"deployments.":[130],"proposed":[132],"strategy":[133],"applied":[136],"specific":[139],"case":[140],"study":[141],"air":[143],"pollution":[144],"dataset.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}