{"id":"https://openalex.org/W2140270488","doi":"https://doi.org/10.1109/is.2010.5548370","title":"Discovery of events with negative behavior against given sequential patterns","display_name":"Discovery of events with negative behavior against given sequential patterns","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2140270488","doi":"https://doi.org/10.1109/is.2010.5548370","mag":"2140270488"},"language":"en","primary_location":{"id":"doi:10.1109/is.2010.5548370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2010.5548370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 5th IEEE International Conference Intelligent Systems","raw_type":"proceedings-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/A5111948403","display_name":"Fah Anwar","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Fah Anwar","raw_affiliation_strings":["University of Manchester, Institute of Science and Technology, Manchester, UK","University of Manchester (UK)"],"affiliations":[{"raw_affiliation_string":"University of Manchester, Institute of Science and Technology, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"University of Manchester (UK)","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016293475","display_name":"Ilias Petrounias","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ilias Petrounias","raw_affiliation_strings":["University of Manchester, Institute of Science and Technology, Manchester, UK","University of Manchester (UK)"],"affiliations":[{"raw_affiliation_string":"University of Manchester, Institute of Science and Technology, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"University of Manchester (UK)","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083607188","display_name":"Tim Morris","orcid":"https://orcid.org/0000-0001-5334-4913"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tim Morris","raw_affiliation_strings":["University of Manchester, Institute of Science and Technology, Manchester, UK","University of Manchester (UK)"],"affiliations":[{"raw_affiliation_string":"University of Manchester, Institute of Science and Technology, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"University of Manchester (UK)","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070407294","display_name":"Vassilis Kodogiannis","orcid":"https://orcid.org/0000-0002-3862-0278"},"institutions":[{"id":"https://openalex.org/I94951947","display_name":"University of Westminster","ror":"https://ror.org/04ycpbx82","country_code":"GB","type":"education","lineage":["https://openalex.org/I94951947"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vassilis Kodogiannis","raw_affiliation_strings":["University of Westminster, London, UK","University of Westminister, London, UK"],"affiliations":[{"raw_affiliation_string":"University of Westminster, London, UK","institution_ids":["https://openalex.org/I94951947"]},{"raw_affiliation_string":"University of Westminister, London, UK","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111948403"],"corresponding_institution_ids":["https://openalex.org/I28407311"],"apc_list":null,"apc_paid":null,"fwci":2.1426,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91683587,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"22","issue":null,"first_page":"373","last_page":"378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9761999845504761,"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/computer-science","display_name":"Computer science","score":0.7568502426147461},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6157737970352173},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5982821583747864},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5746462941169739},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5692961812019348},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5606574416160583},{"id":"https://openalex.org/keywords/sequential-pattern-mining","display_name":"Sequential Pattern Mining","score":0.5511788129806519},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.48287299275398254},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3775821328163147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3407098650932312},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3345652222633362},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1668943464756012}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7568502426147461},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6157737970352173},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5982821583747864},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5746462941169739},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5692961812019348},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5606574416160583},{"id":"https://openalex.org/C149490388","wikidata":"https://www.wikidata.org/wiki/Q1718507","display_name":"Sequential Pattern Mining","level":2,"score":0.5511788129806519},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.48287299275398254},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3775821328163147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3407098650932312},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3345652222633362},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1668943464756012},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/is.2010.5548370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2010.5548370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 5th IEEE International Conference Intelligent Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/8a8b33db-ae42-42a7-ae72-030cad9a65f7","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/8a8b33db-ae42-42a7-ae72-030cad9a65f7","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anwar, F, Petrounias, I, Morris, T & Kodogiannis, V 2010, Discovery of events with negative behavior against given sequential patterns. in 2010 IEEE International Conference on Intelligent Systems, IS 2010 - Proceedings|IEEE Int. Conf. Intelligent Syst., IS - Proc.. pp. 373-378, 2010 IEEE International Conference on Intelligent Systems, IS 2010, London, 1/07/10. https://doi.org/10.1109/IS.2010.5548370, https://doi.org/10.1109/is.2010.5548370","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:westminsterresearch.westminster.ac.uk:90471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/IS.2010.5548370","pdf_url":null,"source":{"id":"https://openalex.org/S4306400277","display_name":"WestminsterResearch (University of Westminster)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94951947","host_organization_name":"University of Westminster","host_organization_lineage":["https://openalex.org/I94951947"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1581468894","https://openalex.org/W2026562765","https://openalex.org/W2118538734","https://openalex.org/W2142965034","https://openalex.org/W2158454296","https://openalex.org/W2166361526","https://openalex.org/W2565857634","https://openalex.org/W2720248948","https://openalex.org/W6731452352"],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W187246281","https://openalex.org/W2079194830","https://openalex.org/W2136066520"],"abstract_inverted_index":{"The":[0],"dramatic":[1],"drop":[2],"in":[3,103,147],"the":[4,69,83,93,105,118,124,132,139],"prices":[5],"of":[6,22,32,38,41,68,82,96,111,120,150],"data":[7,42,49,75],"collection":[8],"and":[9,57,143,156],"storage":[10],"devices":[11],"has":[12],"not":[13],"only":[14],"enabled":[15],"organisations":[16],"to":[17,60,77,130,137,159],"store":[18],"almost":[19],"every":[20,30],"activity":[21],"their":[23],"business":[24],"processes,":[25],"they":[26],"can":[27,53,101],"also":[28,43],"retain":[29],"state":[31],"these":[33,39],"activities":[34],"as":[35],"well.":[36],"Availability":[37],"masses":[40],"means":[44],"that":[45,100,128],"by":[46],"implementing":[47],"different":[48],"mining":[50,71,87],"techniques":[51,72],"we":[52,116],"yield":[54],"more":[55],"accurate":[56],"useful":[58],"information":[59],"be":[61],"used":[62],"for":[63],"important":[64],"decision":[65],"making.":[66],"One":[67],"key":[70],"on":[73],"such":[74],"is":[76,129,162],"discover":[78,131,160],"sequential":[79,85,98,141],"patterns.":[80],"Most":[81],"existing":[84],"pattern":[86,99,142],"approaches":[88],"mainly":[89],"deal":[90],"with":[91],"finding":[92],"positive":[94],"behaviour":[95],"a":[97,109,148],"help":[102],"predicting":[104],"next":[106],"event":[107],"after":[108],"sequence":[110],"events.":[112],"In":[113],"this":[114],"paper":[115],"propose":[117],"concept":[119],"Negative":[121],"Behaviour":[122],"Against":[123],"Sequential":[125],"Pattern":[126],"(NBASP)":[127],"events/event-sets":[133],"which":[134],"are":[135],"unlikely":[136],"follow":[138],"given":[140],"discuss":[144],"its":[145],"applications":[146],"variety":[149],"domains.":[151],"A":[152],"comprehensive":[153],"problem":[154],"definition":[155],"efficient":[157],"algorithm":[158],"NBASP":[161],"presented.":[163]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2025-10-10T00:00:00"}