{"id":"https://openalex.org/W2285268645","doi":"https://doi.org/10.1007/978-3-319-02621-3_21","title":"KNNs and Sequence Alignment for Churn Prediction","display_name":"KNNs and Sequence Alignment for Churn Prediction","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2285268645","doi":"https://doi.org/10.1007/978-3-319-02621-3_21","mag":"2285268645"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-02621-3_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-02621-3_21","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research and Development in Intelligent Systems XXX","raw_type":"book-chapter"},"type":"book-chapter","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/A5061288611","display_name":"Mai T. P. Le","orcid":"https://orcid.org/0000-0001-9657-5172"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mai Le","raw_affiliation_strings":["Bournemouth University, School of Design, Engineering and Computing, Bournemouth, UK"],"affiliations":[{"raw_affiliation_string":"Bournemouth University, School of Design, Engineering and Computing, Bournemouth, UK","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067568785","display_name":"Detlef Nauck","orcid":"https://orcid.org/0000-0002-9077-4282"},"institutions":[{"id":"https://openalex.org/I14689143","display_name":"BT Research","ror":"https://ror.org/03308db07","country_code":"GB","type":"facility","lineage":["https://openalex.org/I1332878012","https://openalex.org/I14689143"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Detlef Nauck","raw_affiliation_strings":["BT, Research and Technology, Ipswich, UK"],"affiliations":[{"raw_affiliation_string":"BT, Research and Technology, Ipswich, UK","institution_ids":["https://openalex.org/I14689143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083181106","display_name":"Bogdan Gabry\u015b","orcid":"https://orcid.org/0000-0002-0790-2846"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bogdan Gabrys","raw_affiliation_strings":["Bournemouth University, School of Design, Engineering and Computing, Bournemouth, UK"],"affiliations":[{"raw_affiliation_string":"Bournemouth University, School of Design, Engineering and Computing, Bournemouth, UK","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112335235","display_name":"Trevor Martin","orcid":null},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Trevor Martin","raw_affiliation_strings":["Bristol University, Bristol, UK"],"affiliations":[{"raw_affiliation_string":"Bristol University, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061288611"],"corresponding_institution_ids":["https://openalex.org/I9300472"],"apc_list":null,"apc_paid":null,"fwci":3.2627,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91657638,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9876000285148621,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.955299973487854,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.6914987564086914},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.6771986484527588},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6490426659584045},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5684186220169067},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5619745850563049},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4944338798522949},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47505924105644226},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.4734083116054535},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4509633183479309},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4396430253982544},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.4390451908111572},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1408904492855072}],"concepts":[{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.6914987564086914},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.6771986484527588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6490426659584045},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5684186220169067},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5619745850563049},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4944338798522949},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47505924105644226},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4734083116054535},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4509633183479309},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4396430253982544},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.4390451908111572},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1408904492855072},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-02621-3_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-02621-3_21","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research and Development in Intelligent Systems XXX","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1503025338","https://openalex.org/W1576643775","https://openalex.org/W2026219386","https://openalex.org/W2069300565","https://openalex.org/W2074231493","https://openalex.org/W2087064593","https://openalex.org/W2116493388","https://openalex.org/W2140301981","https://openalex.org/W2764433274"],"related_works":["https://openalex.org/W4220812971","https://openalex.org/W86096423","https://openalex.org/W3116896278","https://openalex.org/W2360627962","https://openalex.org/W1971356345","https://openalex.org/W2566841210","https://openalex.org/W2782789473","https://openalex.org/W3089218368","https://openalex.org/W2116535847","https://openalex.org/W1516553927"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
