{"id":"https://openalex.org/W2460169353","doi":"https://doi.org/10.1016/j.trpro.2016.05.460","title":"Preliminary Study on Runway Pavement Friction Decay Using Data Mining","display_name":"Preliminary Study on Runway Pavement Friction Decay Using Data Mining","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2460169353","doi":"https://doi.org/10.1016/j.trpro.2016.05.460","mag":"2460169353"},"language":"en","primary_location":{"id":"doi:10.1016/j.trpro.2016.05.460","doi":"https://doi.org/10.1016/j.trpro.2016.05.460","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.trpro.2016.05.460","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2352146516304677/pdf","source":{"id":"https://openalex.org/S2764743394","display_name":"Transportation research procedia","issn_l":"2352-1457","issn":["2352-1457","2352-1465"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Procedia","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.sciencedirect.com/science/article/pii/S2352146516304677/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076823207","display_name":"Mario De Luca","orcid":"https://orcid.org/0009-0002-8285-1177","observed_orcids":["https://orcid.org/0009-0002-8285-1177"]},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario De Luca","raw_affiliation_strings":["University of Naples \u201cFederico II\u201d, Via Claudio 21, Naples 80125, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples \u201cFederico II\u201d, Via Claudio 21, Naples 80125, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102762409","display_name":"Francesco Abbondati","orcid":"https://orcid.org/0000-0003-3861-8642","observed_orcids":["https://orcid.org/0000-0003-3861-8642"]},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Francesco Abbondati","raw_affiliation_strings":["University of Naples \u201cFederico II\u201d, Via Claudio 21, Naples 80125, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples \u201cFederico II\u201d, Via Claudio 21, Naples 80125, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052907171","display_name":"Monica Pirozzi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Monica Pirozzi","raw_affiliation_strings":["University of Naples \u201cFederico II\u201d, Via Claudio 21, Naples 80125, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples \u201cFederico II\u201d, Via Claudio 21, Naples 80125, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003387754","display_name":"Daiva \u017dilionien\u0117","orcid":"https://orcid.org/0000-0001-9647-091X","observed_orcids":["https://orcid.org/0000-0001-9647-091X"]},"institutions":[{"id":"https://openalex.org/I167420956","display_name":"Vilnius Gediminas Technical University","ror":"https://ror.org/02x3e4q36","country_code":"LT","type":"education","lineage":["https://openalex.org/I167420956"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Daiva \u017dilionien\u0117","raw_affiliation_strings":["Vilnius Gediminas Technical University, Saul\u0117tekio al. 11, Vilnius 10223, Lithuania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vilnius Gediminas Technical University, Saul\u0117tekio al. 11, Vilnius 10223, Lithuania","institution_ids":["https://openalex.org/I167420956"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102762409"],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":null,"apc_paid":null,"fwci":1.1009,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.78134671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"14","issue":null,"first_page":"3751","last_page":"3760"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9307000041007996,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9307000041007996,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10264","display_name":"Asphalt Pavement Performance Evaluation","score":0.02850000001490116,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.01510000042617321,"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/data-mining","display_name":"data mining","score":0.6200000047683716},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.8560000061988831},{"id":"https://openalex.org/keywords/subtractive-clustering","display_name":"subtractive clustering","score":0.9959999918937683},{"id":"https://openalex.org/keywords/classification-and-regression-trees","display_name":"classification and regression trees","score":0.9520000219345093},{"id":"https://openalex.org/keywords/cart","display_name":"CART","score":0.6579999923706055},{"id":"https://openalex.org/keywords/nonlinear-regression","display_name":"nonlinear regression","score":0.7080000042915344},{"id":"https://openalex.org/keywords/airport-pavement-management","display_name":"airport pavement management","score":0.7950000166893005},{"id":"https://openalex.org/keywords/landing-safety","display_name":"landing safety","score":0.4620000123977661}],"concepts":[{"id":"https://openalex.org/C81155309","wikidata":"https://www.wikidata.org/wiki/Q184590","display_name":"Runway","level":2,"score":0.8626823425292969},{"id":"https://openalex.org/C512918668","wikidata":"https://www.wikidata.org/wiki/Q206814","display_name":"Civil aviation","level":3,"score":0.6914788484573364},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4898323714733124},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4888765215873718},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.47612887620925903},{"id":"https://openalex.org/C74448152","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Aviation","level":2,"score":0.43694040179252625},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.41862332820892334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3855278491973877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22555068135261536},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.trpro.2016.05.460","doi":"https://doi.org/10.1016/j.trpro.2016.05.460","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.trpro.2016.05.460","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2352146516304677/pdf","source":{"id":"https://openalex.org/S2764743394","display_name":"Transportation research procedia","issn_l":"2352-1457","issn":["2352-1457","2352-1465"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Procedia","raw_type":"journal-article"},{"id":"pmh:oai:ricerca.uniparthenope.it:11367/78033","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11367/78033","pdf_url":null,"source":{"id":"https://openalex.org/S4377196432","display_name":"CINECA IRIS Institutial research information system (Parthenope University of Naples)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I183638586","host_organization_name":"Parthenope University of Naples","host_organization_lineage":["https://openalex.org/I183638586"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:zenodo.org:41000","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/41000","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.trpro.2016.05.460","doi":"https://doi.org/10.1016/j.trpro.2016.05.460","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.trpro.2016.05.460","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2352146516304677/pdf","source":{"id":"https://openalex.org/S2764743394","display_name":"Transportation research procedia","issn_l":"2352-1457","issn":["2352-1457","2352-1465"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Procedia","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.651199996471405,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2460169353.pdf","grobid_xml":"https://content.openalex.org/works/W2460169353.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W770989923","https://openalex.org/W1570834090","https://openalex.org/W1594031697","https://openalex.org/W1963713612","https://openalex.org/W1977556410","https://openalex.org/W1993058022","https://openalex.org/W1997088137","https://openalex.org/W1999398536","https://openalex.org/W2018664114","https://openalex.org/W2038118826","https://openalex.org/W2064142237","https://openalex.org/W2090655738","https://openalex.org/W2109605624","https://openalex.org/W2117303184","https://openalex.org/W2130374833","https://openalex.org/W2153476503","https://openalex.org/W2159628505","https://openalex.org/W2193956466","https://openalex.org/W2913066018","https://openalex.org/W4297957988"],"related_works":["https://openalex.org/W3019822044","https://openalex.org/W2504020628","https://openalex.org/W624125087","https://openalex.org/W1963713612","https://openalex.org/W1542166540","https://openalex.org/W7119487773","https://openalex.org/W4328105049","https://openalex.org/W7009206863","https://openalex.org/W39549127","https://openalex.org/W201834459"],"abstract_inverted_index":{"Surfaces":[0],"of":[1,22,25,41,46,88,136,142,165,173,190,235],"airport":[2],"pavements":[3],"are":[4,99,229],"subject":[5],"to":[6,74,78,102,111,129,160,192,216,222,230],"the":[7,15,20,32,39,44,56,62,85,139,162,166,171,174,194,202,208,219,236],"friction":[8,70,80,113,224],"decay":[9,186],"phenomenon.":[10],"A":[11],"recurrent":[12],"problem":[13],"for":[14],"runways":[16],"is":[17],"represented":[18],"by":[19,116],"deposits":[21],"vulcanized":[23],"rubber":[24],"aircraft":[26],"tires.":[27],"This":[28,52],"happens":[29],"mainly":[30],"in":[31,91,214],"touch-down":[33],"areas":[34,141],"during":[35],"landing":[36,50],"operations,":[37],"and":[38,49,61,72,107,124,151,156,179,207],"loss":[40],"grip":[42],"compromises":[43],"safety":[45],"both":[47],"take-off":[48],"operations.":[51],"study":[53],"moves":[54],"from":[55],"International":[57,203],"Civil":[58,64,204,210],"Aviation":[59,65,205,211],"Organization":[60,206],"Italian":[63,209],"Authority":[66,212],"provisions":[67,213],"concerning":[68],"runway":[69,167],"measurement":[71],"reporting":[73],"a":[75,92,133,145],"better":[76,180],"way":[77,221],"analyze":[79,112,223],"data.":[81,225],"Being":[82],"data":[83,94,96,114,131,163,198],"mining":[84,97,199],"computational":[86],"process":[87,175],"discovering":[89],"patterns":[90],"large":[93],"sets,":[95],"techniques":[98,200],"very":[100],"helpful":[101],"reach":[103],"this":[104],"target.":[105],"Unsupervised":[106],"supervised":[108],"classification":[109],"methods":[110],"detected":[115],"Grip":[117],"Tester":[118],"Trailer":[119],"were":[120,127,158,177,189],"employed.":[121],"First,":[122],"K-means":[123],"Subtractive":[125],"Clustering":[126],"applied":[128],"divide":[130],"into":[132,168],"certain":[134],"number":[135],"clusters":[137],"representing":[138],"different":[140,149],"consumption.":[143],"In":[144],"second":[146],"time":[147],"two":[148],"Classification":[150],"Regression":[152],"Trees":[153],"models,":[154],"CART":[155],"GCHAID,":[157],"employed":[159],"split":[161],"points":[164],"nodes.":[169],"At":[170],"end":[172],"scatterplots":[176],"built":[178],"visualized":[181],"through":[182],"non-linear":[183],"regressions.":[184],"The":[185,226],"curves":[187],"obtained":[188],"service":[191],"compare":[193],"results":[195],"achieved":[196],"using":[197],"versus":[201],"order":[215],"find":[217],"out":[218],"best":[220],"final":[227],"goals":[228],"assure":[231],"an":[232],"optimum":[233],"scheduling":[234],"Airport":[237],"Pavement":[238],"Management":[239],"System,":[240],"as":[241,243],"well":[242],"users":[244],"safety.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2016-07-22T00:00:00"}
