{"id":"https://openalex.org/W3199198942","doi":"https://doi.org/10.1007/978-981-16-1781-2_2","title":"Towards Spark-Based Deep Learning Approach for Fraud Detection Analysis","display_name":"Towards Spark-Based Deep Learning Approach for Fraud Detection Analysis","publication_year":2021,"publication_date":"2021-09-09","ids":{"openalex":"https://openalex.org/W3199198942","doi":"https://doi.org/10.1007/978-981-16-1781-2_2","mag":"3199198942"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-1781-2_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-1781-2_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","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/A5030036755","display_name":"Alae Chouiekh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153527","display_name":"Institut National des Postes et T\u00e9l\u00e9communications","ror":"https://ror.org/052bnvt46","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153527","https://openalex.org/I4210167103"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Alae Chouiekh","raw_affiliation_strings":["Laboratory of Multimedia Signal and Communications Systems, National Institute of Posts and Telecommunications, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory of Multimedia Signal and Communications Systems, National Institute of Posts and Telecommunications, Rabat, Morocco","institution_ids":["https://openalex.org/I4210153527"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048840556","display_name":"El Hassane Ibn El Haj","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153527","display_name":"Institut National des Postes et T\u00e9l\u00e9communications","ror":"https://ror.org/052bnvt46","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153527","https://openalex.org/I4210167103"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"El Hassane Ibn El Haj","raw_affiliation_strings":["Laboratory of Multimedia Signal and Communications Systems, National Institute of Posts and Telecommunications, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory of Multimedia Signal and Communications Systems, National Institute of Posts and Telecommunications, Rabat, Morocco","institution_ids":["https://openalex.org/I4210153527"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030036755"],"corresponding_institution_ids":["https://openalex.org/I4210153527"],"apc_list":null,"apc_paid":null,"fwci":0.3585,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.58853176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9997000098228455,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9997000098228455,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9972000122070312,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9969000220298767,"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/spark","display_name":"SPARK (programming language)","score":0.7892661094665527},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7668681740760803},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6996185183525085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5907642245292664},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5304887890815735},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4997880458831787},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4674525856971741},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30938488245010376}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.7892661094665527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7668681740760803},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6996185183525085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5907642245292664},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5304887890815735},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4997880458831787},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4674525856971741},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30938488245010376},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-1781-2_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-1781-2_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7699999809265137,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1981276685","https://openalex.org/W2022348393","https://openalex.org/W2028637253","https://openalex.org/W2032435122","https://openalex.org/W2040263621","https://openalex.org/W2056061437","https://openalex.org/W2097998348","https://openalex.org/W2100495367","https://openalex.org/W2105942355","https://openalex.org/W2194775991","https://openalex.org/W2338932901","https://openalex.org/W2526468814","https://openalex.org/W2739315253","https://openalex.org/W2757036205","https://openalex.org/W2770350041","https://openalex.org/W2790097716","https://openalex.org/W4234552385","https://openalex.org/W4301172770","https://openalex.org/W6600025664"],"related_works":["https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W4388692845","https://openalex.org/W3202731209","https://openalex.org/W4240326769","https://openalex.org/W3211874991","https://openalex.org/W4380075502"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
