{"id":"https://openalex.org/W2339810304","doi":"https://doi.org/10.1109/tnnls.2016.2608983","title":"One-Class Classifiers Based on Entropic Spanning Graphs","display_name":"One-Class Classifiers Based on Entropic Spanning Graphs","publication_year":2016,"publication_date":"2016-09-28","ids":{"openalex":"https://openalex.org/W2339810304","doi":"https://doi.org/10.1109/tnnls.2016.2608983","mag":"2339810304","pmid":"https://pubmed.ncbi.nlm.nih.gov/28114079"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2016.2608983","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2016.2608983","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1604.02477","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078445362","display_name":"Lorenzo Livi","orcid":"https://orcid.org/0000-0001-6384-4743"},"institutions":[{"id":"https://openalex.org/I57201433","display_name":"Universit\u00e0 della Svizzera italiana","ror":"https://ror.org/03c4atk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I57201433"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["CH","IT"],"is_corresponding":true,"raw_author_name":"Lorenzo Livi","raw_affiliation_strings":["Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy","Faculty of Informatics, Universit\u00e0 della Svizzera Italiana, Lugano, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Faculty of Informatics, Universit\u00e0 della Svizzera Italiana, Lugano, Switzerland","institution_ids":["https://openalex.org/I57201433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005003786","display_name":"Cesare Alippi","orcid":"https://orcid.org/0000-0003-3819-0025"},"institutions":[{"id":"https://openalex.org/I57201433","display_name":"Universit\u00e0 della Svizzera italiana","ror":"https://ror.org/03c4atk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I57201433"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["CH","IT"],"is_corresponding":false,"raw_author_name":"Cesare Alippi","raw_affiliation_strings":["Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy","Faculty of Informatics, Universit\u00e0 della Svizzera Italiana, Lugano, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Faculty of Informatics, Universit\u00e0 della Svizzera Italiana, Lugano, Switzerland","institution_ids":["https://openalex.org/I57201433"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078445362"],"corresponding_institution_ids":["https://openalex.org/I57201433","https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":1.7736,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89002853,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"28","issue":"12","first_page":"2846","last_page":"2858"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12761","display_name":"Data Stream Mining Techniques","score":0.9854000210762024,"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/class","display_name":"Class (philosophy)","score":0.6031100749969482},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48857054114341736},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4730362594127655},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.4425845146179199},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40110257267951965},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33517658710479736},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32738223671913147}],"concepts":[{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6031100749969482},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48857054114341736},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4730362594127655},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.4425845146179199},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40110257267951965},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33517658710479736},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32738223671913147}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/tnnls.2016.2608983","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2016.2608983","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:28114079","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28114079","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null},{"id":"pmh:oai:ore.exeter.ac.uk:10871/26175","is_oa":false,"landing_page_url":"http://hdl.handle.net/10871/26175","pdf_url":null,"source":{"id":"https://openalex.org/S4306401998","display_name":"Open Research Exeter (University of Exeter)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I23923803","host_organization_name":"University of Exeter","host_organization_lineage":["https://openalex.org/I23923803"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:arXiv.org:1604.02477","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1604.02477","pdf_url":"https://arxiv.org/pdf/1604.02477","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:figshare.com:article/29727593","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Journal contribution"},{"id":"pmh:oai:re.public.polimi.it:11311/1011702","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/1011702","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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/article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1604.02477","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1604.02477","pdf_url":"https://arxiv.org/pdf/1604.02477","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W10600199","https://openalex.org/W1480708938","https://openalex.org/W1484098979","https://openalex.org/W1492230849","https://openalex.org/W1839657926","https://openalex.org/W1902477907","https://openalex.org/W1928687368","https://openalex.org/W1946850312","https://openalex.org/W1966194116","https://openalex.org/W1972908960","https://openalex.org/W1979312837","https://openalex.org/W1980686351","https://openalex.org/W1981050900","https://openalex.org/W1984806179","https://openalex.org/W1993282040","https://openalex.org/W1999418377","https://openalex.org/W2000901932","https://openalex.org/W2001561361","https://openalex.org/W2003627696","https://openalex.org/W2005085251","https://openalex.org/W2008794359","https://openalex.org/W2012464174","https://openalex.org/W2013834783","https://openalex.org/W2014050554","https://openalex.org/W2018317042","https://openalex.org/W2019359195","https://openalex.org/W2026126704","https://openalex.org/W2028529745","https://openalex.org/W2047924980","https://openalex.org/W2060213609","https://openalex.org/W2060677448","https://openalex.org/W2068678179","https://openalex.org/W2087786915","https://openalex.org/W2088471253","https://openalex.org/W2097876388","https://openalex.org/W2100717508","https://openalex.org/W2101969495","https://openalex.org/W2106594283","https://openalex.org/W2111064912","https://openalex.org/W2115627867","https://openalex.org/W2116402476","https://openalex.org/W2118258885","https://openalex.org/W2118561568","https://openalex.org/W2123256336","https://openalex.org/W2127017215","https://openalex.org/W2130502756","https://openalex.org/W2132425342","https://openalex.org/W2139526978","https://openalex.org/W2153479931","https://openalex.org/W2156483112","https://openalex.org/W2156504490","https://openalex.org/W2165084023","https://openalex.org/W2168346701","https://openalex.org/W2171533950","https://openalex.org/W2191196864","https://openalex.org/W2243133820","https://openalex.org/W2277507171","https://openalex.org/W2300408473","https://openalex.org/W2345132057","https://openalex.org/W2483813931","https://openalex.org/W2549604080","https://openalex.org/W2951637626","https://openalex.org/W3105524694","https://openalex.org/W3106329328","https://openalex.org/W3160701863","https://openalex.org/W4242238821","https://openalex.org/W4297729445","https://openalex.org/W6672472779","https://openalex.org/W6679446029","https://openalex.org/W6682686508"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W2033914206","https://openalex.org/W4283697347"],"abstract_inverted_index":{"One-class":[0],"classifiers":[1,23],"offer":[2],"valuable":[3],"tools":[4],"to":[5,37,104,171,198],"assess":[6],"the":[7,35,53,58,64,83,95,110,129,132,138,169,172,182,188,193],"presence":[8],"of":[9,43,61,94,128,131,192],"outliers":[10],"in":[11,92,102],"data.":[12],"In":[13,165],"this":[14],"paper,":[15],"we":[16,81,167],"propose":[17],"a":[18,73,88,106,113],"design":[19],"methodology":[20],"for":[21,145,181],"one-class":[22,140],"based":[24,75,123],"on":[25,52,76,125,155],"entropic":[26,133],"spanning":[27,48,134],"graphs.":[28,164],"Our":[29],"approach":[30],"also":[31,144],"takes":[32],"into":[33],"account":[34],"possibility":[36],"process":[38,121],"nonnumeric":[39],"data":[40,146],"by":[41,71,86,148,177],"means":[42],"an":[44],"embedding":[45],"procedure.":[46],"The":[47,66,119],"graph":[49],"is":[50,69,100,117,122,142],"learned":[51],"embedded":[54],"input":[55,183],"data,":[56],"and":[57,162,190],"outcoming":[59],"partition":[60,68],"vertices":[62,130],"defines":[63],"classifier.":[65],"final":[67],"derived":[70],"exploiting":[72],"criterion":[74],"mutual":[77,84],"information":[78,85,127],"minimization.":[79],"Here,":[80],"compute":[82],"using":[87],"convenient":[89],"formulation":[90],"provided":[91],"terms":[93],"-Jensen":[96],"difference.":[97],"Once":[98],"training":[99],"completed,":[101],"order":[103],"associate":[105],"confidence":[107],"level":[108],"with":[109,196],"classifier":[111,141],"decision,":[112],"graph-based":[114],"fuzzy":[115],"model":[116],"constructed.":[118],"fuzzification":[120],"only":[124],"topological":[126],"graph.":[135],"As":[136],"such,":[137],"proposed":[139,194],"suitable":[143],"characterized":[147],"complex":[149],"geometric":[150],"structures.":[151],"We":[152],"provide":[153],"experiments":[154],"well-known":[156],"benchmarks":[157],"containing":[158],"both":[159],"feature":[160],"vectors":[161],"labeled":[163],"addition,":[166],"apply":[168],"method":[170,195],"protein":[173],"solubility":[174],"recognition":[175],"problem":[176],"considering":[178],"several":[179],"representations":[180],"samples.":[184],"Experimental":[185],"results":[186],"demonstrate":[187],"effectiveness":[189],"versatility":[191],"respect":[197],"other":[199],"state-of-the-art":[200],"approaches.":[201]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
