{"id":"https://openalex.org/W2144949121","doi":"https://doi.org/10.4304/jcp.8.6.1456-1463","title":"Intrusion Detection Based on Improved SOM with Optimized GA","display_name":"Intrusion Detection Based on Improved SOM with Optimized GA","publication_year":2013,"publication_date":"2013-05-17","ids":{"openalex":"https://openalex.org/W2144949121","doi":"https://doi.org/10.4304/jcp.8.6.1456-1463","mag":"2144949121"},"language":"en","primary_location":{"id":"doi:10.4304/jcp.8.6.1456-1463","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.8.6.1456-1463","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","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/A5104080365","display_name":"Jianhua Zhao","orcid":"https://orcid.org/0000-0003-4028-8478"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jian-Hua Zhao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5044008966","display_name":"Weihua Li","orcid":"https://orcid.org/0000-0001-9215-4979"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei-Hua Li","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5104080365"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8123,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87516395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"8","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9940999746322632,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9940999746322632,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6280564069747925},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5174763202667236},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4123799502849579},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3369525074958801}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6280564069747925},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5174763202667236},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4123799502849579},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3369525074958801}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jcp.8.6.1456-1463","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.8.6.1456-1463","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W152711272","https://openalex.org/W183564987","https://openalex.org/W1967107373","https://openalex.org/W1971007031","https://openalex.org/W2025806549","https://openalex.org/W2079080212","https://openalex.org/W2080739269","https://openalex.org/W2122473047","https://openalex.org/W2134075518","https://openalex.org/W2152201658","https://openalex.org/W2160598920","https://openalex.org/W2277370295","https://openalex.org/W2320464513","https://openalex.org/W2322341999","https://openalex.org/W2332375579","https://openalex.org/W2333766805","https://openalex.org/W2349077888","https://openalex.org/W2358188043","https://openalex.org/W2360845337","https://openalex.org/W2365606331","https://openalex.org/W4285719527","https://openalex.org/W6670675385"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,20,38,61,84],"improve":[3,24],"the":[4,40,51,90,97],"effectiveness":[5],"of":[6,15,46,65,71],"supervised":[7],"self-organizing":[8],"map":[9],"(SSOM)":[10],"neural":[11],"network,":[12],"a":[13,28,54],"kind":[14],"genetic":[16,32,57],"algorithm":[17,33,58],"is":[18,34,59,82],"designed":[19],"optimize":[21,39,62],"it.":[22],"To":[23,48],"its":[25,69],"classification":[26],"rate,":[27],"real":[29],"number":[30],"encoding":[31,56],"provided":[35,60],"and":[36,43,67,104],"used":[37,83],"learning":[41],"rate":[42],"neighbor":[44],"radius":[45],"SSOM.":[47],"speed":[49],"up":[50],"modeling":[52,102],"speed,":[53],"binary":[55],"input":[63,72],"variables":[64],"SSOM":[66],"reduce":[68],"dimension":[70],"sample.":[73],"Finally,":[74],"intrusion":[75,106],"detection":[76,107],"data":[77],"set":[78],"KDD":[79],"Cup":[80],"1999":[81],"carry":[85],"out":[86],"experiment":[87],"based":[88],"on":[89],"proposed":[91],"model.":[92],"The":[93],"results":[94],"show":[95],"that":[96],"optimized":[98],"model":[99],"has":[100],"shorter":[101],"time":[103],"higher":[105],"rate.":[108]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
