{"id":"https://openalex.org/W2287962153","doi":"https://doi.org/10.1109/mnet.2016.7389827","title":"Data mining algorithms for communication networks control: concepts, survey and guidelines","display_name":"Data mining algorithms for communication networks control: concepts, survey and guidelines","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2287962153","doi":"https://doi.org/10.1109/mnet.2016.7389827","mag":"2287962153"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2016.7389827","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2016.7389827","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5048996319","display_name":"Mauro De Sanctis","orcid":"https://orcid.org/0000-0002-5712-1204"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mauro De Sanctis","raw_affiliation_strings":["University of Roma Tor Vergata"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Roma Tor Vergata","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055392194","display_name":"Igor Bisio","orcid":"https://orcid.org/0000-0003-3198-7306"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Igor Bisio","raw_affiliation_strings":["University of Genova"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Genova","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039774225","display_name":"Giuseppe Araniti","orcid":"https://orcid.org/0000-0001-8670-9413"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Araniti","raw_affiliation_strings":["University \u201cMediterranea\u201d of Reggio Calabria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University \u201cMediterranea\u201d of Reggio Calabria","institution_ids":["https://openalex.org/I59725666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.1972,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.95610709,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"30","issue":"1","first_page":"24","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9994999766349792,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8222976922988892},{"id":"https://openalex.org/keywords/telecommunications-network","display_name":"Telecommunications network","score":0.5631832480430603},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5075658559799194},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.502413272857666},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.45125827193260193},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44881975650787354},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4237111210823059},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4196247458457947},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3476766347885132},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34480875730514526},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3368832767009735},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30855613946914673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26228582859039307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8222976922988892},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.5631832480430603},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5075658559799194},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.502413272857666},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.45125827193260193},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44881975650787354},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4237111210823059},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4196247458457947},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3476766347885132},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34480875730514526},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3368832767009735},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30855613946914673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26228582859039307},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mnet.2016.7389827","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2016.7389827","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"},{"id":"pmh:oai:art.torvergata.it:2108/232306","is_oa":false,"landing_page_url":"http://hdl.handle.net/2108/232306","pdf_url":null,"source":{"id":"https://openalex.org/S4306400993","display_name":"Cineca Institutional Research Information System (Tor Vergata University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I116067653","host_organization_name":"University of Rome Tor Vergata","host_organization_lineage":["https://openalex.org/I116067653"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.unige.it:11567/841511","is_oa":false,"landing_page_url":"http://hdl.handle.net/11567/841511","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1556024794","https://openalex.org/W1576808520","https://openalex.org/W1792364413","https://openalex.org/W1914765673","https://openalex.org/W1965857701","https://openalex.org/W1973668864","https://openalex.org/W1975430769","https://openalex.org/W2010521478","https://openalex.org/W2012095206","https://openalex.org/W2020056364","https://openalex.org/W2027934195","https://openalex.org/W2055678787","https://openalex.org/W2065643612","https://openalex.org/W2073089243","https://openalex.org/W2100367193","https://openalex.org/W2119271160","https://openalex.org/W2127084909","https://openalex.org/W2133507770","https://openalex.org/W2154322571","https://openalex.org/W2159767430","https://openalex.org/W2162721555","https://openalex.org/W2170163217","https://openalex.org/W2532589578","https://openalex.org/W4244781008","https://openalex.org/W4255738146","https://openalex.org/W6633310491","https://openalex.org/W6657417284","https://openalex.org/W6680005513","https://openalex.org/W6683753552"],"related_works":["https://openalex.org/W4388311650","https://openalex.org/W1974056099","https://openalex.org/W4245343541","https://openalex.org/W2386077341","https://openalex.org/W563589758","https://openalex.org/W5922282","https://openalex.org/W2954004777","https://openalex.org/W2949638731","https://openalex.org/W2951102138","https://openalex.org/W4299447939"],"abstract_inverted_index":{"The":[0],"control":[1,26],"of":[2,17,70,87,99],"communication":[3,24,92],"networks":[4],"is":[5,74],"an":[6],"important":[7],"aspect":[8],"from":[9],"both":[10],"the":[11,52,56,71,82,85,100,107],"service":[12],"provider":[13],"and":[14,32,50,63,105],"user":[15],"points":[16],"view.":[18],"There":[19],"are":[20],"several":[21],"approaches":[22],"to":[23,43,47,54],"network":[25,57,61,72,93],"including":[27],"game":[28],"theory,":[29],"genetic":[30],"algorithms":[31],"Markov":[33],"decision":[34],"processes.":[35],"Data":[36],"mining":[37,90],"methods":[38],"have":[39,51],"been":[40],"successfully":[41],"used":[42],"discover":[44],"optimized":[45],"solutions":[46],"this":[48,103],"problem,":[49],"capability":[53],"learn":[55],"behavior":[58,73],"under":[59],"different":[60],"conditions":[62],"during":[64],"operation":[65],"so":[66],"that":[67],"complete":[68],"knowledge":[69],"not":[75],"required":[76],"a":[77,96],"priori.":[78],"This":[79],"article":[80],"identifies":[81],"concepts":[83],"behind":[84],"idea":[86],"using":[88],"data":[89],"for":[91,109],"control,":[94],"provides":[95],"structured":[97],"survey":[98],"results":[101],"in":[102],"area,":[104],"discusses":[106],"guidelines":[108],"future":[110],"applications.":[111]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
