{"id":"https://openalex.org/W1515815884","doi":"https://doi.org/10.1109/icnn.1995.487574","title":"Neural networks in multidimensional problems: a case study for questionnaire classification","display_name":"Neural networks in multidimensional problems: a case study for questionnaire classification","publication_year":2002,"publication_date":"2002-11-19","ids":{"openalex":"https://openalex.org/W1515815884","doi":"https://doi.org/10.1109/icnn.1995.487574","mag":"1515815884"},"language":"en","primary_location":{"id":"doi:10.1109/icnn.1995.487574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnn.1995.487574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of ICNN'95 - International Conference on Neural Networks","raw_type":"proceedings-article"},"type":"conference-paper","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/A5002850928","display_name":"D.A. Karras","orcid":"https://orcid.org/0000-0002-2759-8482"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]},{"id":"https://openalex.org/I4387152169","display_name":"Institute of Informatics & Telecommunications","ror":"https://ror.org/0396t6k89","country_code":null,"type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"D.A. Karras","raw_affiliation_strings":["Institute Informatics & Telecommunications, National Centre for Scientific Research, Attiki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute Informatics & Telecommunications, National Centre for Scientific Research, Attiki, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054591164","display_name":"E.J. Hatzakis","orcid":null},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"E.J. Hatzakis","raw_affiliation_strings":["Department of Psychiatry, Faculty of Medicine, University of Crete, Crete, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Faculty of Medicine, University of Crete, Crete, Greece","institution_ids":["https://openalex.org/I142617266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005509153","display_name":"P.E. Tziannos","orcid":null},"institutions":[{"id":"https://openalex.org/I135277319","display_name":"Public Power Corporation (Greece)","ror":"https://ror.org/04zc3wd06","country_code":"GR","type":"company","lineage":["https://openalex.org/I135277319"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"P.E. Tziannos","raw_affiliation_strings":["Organisation department, Public Power Corporation of Greece, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Organisation department, Public Power Corporation of Greece, Athens, Greece","institution_ids":["https://openalex.org/I135277319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110429739","display_name":"Nicholas Paritsis","orcid":null},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"N. Paritsis","raw_affiliation_strings":["Department of Psychiatry Faculty of Medicine, University of Crete, Crete, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry Faculty of Medicine, University of Crete, Crete, Greece","institution_ids":["https://openalex.org/I142617266"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1092","last_page":"1097"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9954000115394592,"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/T10320","display_name":"Neural Networks and Applications","score":0.9954000115394592,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9850000143051147,"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/T10057","display_name":"Face and Expression Recognition","score":0.9699000120162964,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7001168727874756},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.6805635690689087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6797658801078796},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.6382242441177368},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.631107747554779},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.590145468711853},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5782060623168945},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.47008848190307617},{"id":"https://openalex.org/keywords/psychiatric-diagnosis","display_name":"Psychiatric diagnosis","score":0.44374707341194153},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09332853555679321}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7001168727874756},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.6805635690689087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6797658801078796},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.6382242441177368},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.631107747554779},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.590145468711853},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5782060623168945},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.47008848190307617},{"id":"https://openalex.org/C2994403141","wikidata":"https://www.wikidata.org/wiki/Q2976573","display_name":"Psychiatric diagnosis","level":3,"score":0.44374707341194153},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09332853555679321},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2776412080","wikidata":"https://www.wikidata.org/wiki/Q7431605","display_name":"Schizophrenia (object-oriented programming)","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnn.1995.487574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnn.1995.487574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of ICNN'95 - International Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1530582330","https://openalex.org/W1540226724","https://openalex.org/W1987860773","https://openalex.org/W2054317792","https://openalex.org/W2076052428","https://openalex.org/W2101927907","https://openalex.org/W2141504882","https://openalex.org/W2332272587","https://openalex.org/W2332289872","https://openalex.org/W3016210511"],"related_works":["https://openalex.org/W4239286941","https://openalex.org/W2088845016","https://openalex.org/W589102260","https://openalex.org/W1966421350","https://openalex.org/W1868434454","https://openalex.org/W2894173309","https://openalex.org/W4387932263","https://openalex.org/W2098962763","https://openalex.org/W2371065793","https://openalex.org/W2157746493"],"abstract_inverted_index":{"This":[0,103],"paper":[1],"focuses":[2],"on":[3,50],"the":[4,51,66,79,97,107,123],"classification":[5,93,128],"problem":[6,129],"of":[7,13,18,109,125],"high":[8],"dimensional":[9],"patterns":[10],"and":[11,30,65,84],"especially":[12],"psychiatric":[14,26,63,116,126],"questionnaires.":[15],"The":[16,36,90],"use":[17],"artificial":[19],"neural":[20],"networks":[21],"(ANN)":[22],"in":[23,115],"interview":[24],"based":[25,49],"diagnosis":[27,127],"is":[28,57,101],"investigated":[29],"innovative":[31],"constrained":[32,99],"architectures":[33],"are":[34,88,130],"proposed.":[35],"network":[37],"inputs":[38],"come":[39],"from":[40],"a":[41],"large":[42],"database":[43],"containing":[44],"140-item":[45],"structured":[46],"clinical":[47],"interviews":[48],"present":[52],"state":[53],"examination":[54],"schedule.":[55],"It":[56],"attempted":[58],"to":[59],"classify":[60],"five":[61],"main":[62],"diseases":[64],"non-disease":[67],"case.":[68],"Constrained":[69],"task-specific":[70],"architectures,":[71],"as":[72,74],"well":[73],"non-constrained":[75],"topologies":[76],"trained":[77],"with":[78],"online":[80],"backpropagation":[81],"(BP)":[82],"algorithm":[83],"other":[85],"learning":[86],"rules,":[87],"utilised.":[89],"overall":[91],"average":[92],"accuracy":[94],"achieved":[95],"by":[96],"best":[98],"architecture":[100],"85.92%.":[102],"study":[104],"clearly":[105],"shows":[106],"feasibility":[108],"successfully":[110],"employing":[111],"efficient":[112],"ANN":[113],"models":[114],"diagnosis.":[117],"Finally,":[118],"some":[119],"interesting":[120],"hints":[121],"about":[122],"nature":[124],"provided":[131],"using":[132],"ANNs.":[133]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}