{"id":"https://openalex.org/W1613252380","doi":"https://doi.org/10.1109/ijcnn.2003.1223298","title":"Identifying riskier combinations of risky behavior using a self-organizing map","display_name":"Identifying riskier combinations of risky behavior using a self-organizing map","publication_year":2004,"publication_date":"2004-02-03","ids":{"openalex":"https://openalex.org/W1613252380","doi":"https://doi.org/10.1109/ijcnn.2003.1223298","mag":"1613252380"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2003.1223298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","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/A5085378946","display_name":"S.B. Garavaglia","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"S.B. Garavaglia","raw_affiliation_strings":["Schering-Plough Corporation, Kenilworth, NJ, USA","Schering\u2010Plough Corporation, Kenilworth, NJ, USA;"],"affiliations":[{"raw_affiliation_string":"Schering-Plough Corporation, Kenilworth, NJ, USA","institution_ids":[]},{"raw_affiliation_string":"Schering\u2010Plough Corporation, Kenilworth, NJ, USA;","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5085378946"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4998,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65312977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"75","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12265","display_name":"Gun Ownership and Violence Research","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12265","display_name":"Gun Ownership and Violence Research","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10574","display_name":"Crime Patterns and Interventions","score":0.9642999768257141,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9453999996185303,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.8411034345626831},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.8290997743606567},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5842088460922241},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.581179141998291},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5100517868995667},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4585864245891571},{"id":"https://openalex.org/keywords/binary-data","display_name":"Binary data","score":0.4527549743652344},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.44845718145370483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.382804811000824},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26884564757347107},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26019996404647827},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.25472474098205566}],"concepts":[{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.8411034345626831},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.8290997743606567},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5842088460922241},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.581179141998291},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5100517868995667},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4585864245891571},{"id":"https://openalex.org/C2779190172","wikidata":"https://www.wikidata.org/wiki/Q4913888","display_name":"Binary data","level":3,"score":0.4527549743652344},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.44845718145370483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.382804811000824},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26884564757347107},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26019996404647827},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.25472474098205566},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2003.1223298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1679913846","https://openalex.org/W1972984417","https://openalex.org/W2093901628","https://openalex.org/W2106686269","https://openalex.org/W2131856377","https://openalex.org/W2169984237","https://openalex.org/W2322964208","https://openalex.org/W4213332169"],"related_works":["https://openalex.org/W2034551444","https://openalex.org/W2023416609","https://openalex.org/W2972806945","https://openalex.org/W1540822325","https://openalex.org/W127555322","https://openalex.org/W3043237809","https://openalex.org/W4255933971","https://openalex.org/W2605086803","https://openalex.org/W1967411053","https://openalex.org/W2949862513"],"abstract_inverted_index":{"A":[0],"variation":[1],"on":[2,65,89],"the":[3,53,83,99,122],"self-organizing":[4],"map":[5],"(SOM)":[6],"introduced":[7],"by":[8],"T.":[9],"Kohonen":[10],"[1982,":[11],"1995]":[12],"was":[13,75],"developed":[14],"using":[15],"real-valued,":[16],"categorical,":[17],"and":[18,41,45,68,87,96,127],"binary":[19],"data":[20,40,58],"in":[21,98,121],"each":[22,37],"vector":[23],"as":[24,52],"a":[25,49,61,90,112],"tool":[26],"for":[27,77],"multivariate":[28],"descriptive":[29],"analysis.":[30],"Different":[31],"similarity":[32,55],"measures":[33],"were":[34,43],"applied":[35],"to":[36,47,80,110],"type":[38],"of":[39,85,92,104,116,129],"all":[42],"combined":[44,124],"normalized":[46],"produce":[48,111],"single":[50],"score":[51],"final":[54],"measure.":[56],"The":[57],"source":[59],"is":[60],"national":[62],"telephone":[63],"survey":[64],"health":[66],"status":[67],"behaviors":[69],"[2001].":[70],"One":[71],"state,":[72],"New":[73],"Jersey,":[74],"selected":[76],"SOM":[78,100],"development":[79],"both":[81],"limit":[82],"number":[84],"vectors":[86],"focus":[88],"region":[91],"interest.":[93],"Several":[94],"nodes":[95],"neighbors":[97],"topology":[101],"revealed":[102],"combinations":[103],"risk":[105],"that":[106],"might":[107],"work":[108],"synergistically":[109],"much":[113],"higher":[114],"level":[115],"risk.":[117],"Examples":[118],"include":[119],"firearms":[120],"home":[123],"with":[125],"stress":[126],"lack":[128],"rest":[130],"and/or":[131],"alcohol":[132],"abuse.":[133]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}