{"id":"https://openalex.org/W1943812152","doi":"https://doi.org/10.1109/ecai.2015.7301152","title":"An improved neural approach of Sammon projection algorithm","display_name":"An improved neural approach of Sammon projection algorithm","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1943812152","doi":"https://doi.org/10.1109/ecai.2015.7301152","mag":"1943812152"},"language":"en","primary_location":{"id":"doi:10.1109/ecai.2015.7301152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai.2015.7301152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 7th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","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/A5009314995","display_name":"Iulian C. Vizitiu","orcid":null},"institutions":[{"id":"https://openalex.org/I2802885015","display_name":"Military Technical Academy","ror":"https://ror.org/01tqmsq19","country_code":"RO","type":"education","lineage":["https://openalex.org/I2802885015"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Iulian Vizitiu","raw_affiliation_strings":["Department of Military Communications and Electronic Systems Military Technical Academy, Bucharest, Romania","Department of Military Communications and Electronic Systems, Military Technical Academy, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Military Communications and Electronic Systems Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]},{"raw_affiliation_string":"Department of Military Communications and Electronic Systems, Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018003314","display_name":"Florin Enache","orcid":null},"institutions":[{"id":"https://openalex.org/I2802885015","display_name":"Military Technical Academy","ror":"https://ror.org/01tqmsq19","country_code":"RO","type":"education","lineage":["https://openalex.org/I2802885015"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Florin Enache","raw_affiliation_strings":["Department of Military Communications and Electronic Systems Military Technical Academy, Bucharest, Romania","Department of Military Communications and Electronic Systems, Military Technical Academy, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Military Communications and Electronic Systems Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]},{"raw_affiliation_string":"Department of Military Communications and Electronic Systems, Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068690807","display_name":"Daniel Dep\u0103r\u0103\u0163eanu","orcid":null},"institutions":[{"id":"https://openalex.org/I2802885015","display_name":"Military Technical Academy","ror":"https://ror.org/01tqmsq19","country_code":"RO","type":"education","lineage":["https://openalex.org/I2802885015"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Daniel Deparateanu","raw_affiliation_strings":["Department of Military Communications and Electronic Systems Military Technical Academy, Bucharest, Romania","Department of Military Communications and Electronic Systems, Military Technical Academy, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Military Communications and Electronic Systems Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]},{"raw_affiliation_string":"Department of Military Communications and Electronic Systems, Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108606273","display_name":"Teofil Oroian","orcid":null},"institutions":[{"id":"https://openalex.org/I2802885015","display_name":"Military Technical Academy","ror":"https://ror.org/01tqmsq19","country_code":"RO","type":"education","lineage":["https://openalex.org/I2802885015"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Teofil Oroian","raw_affiliation_strings":["Department of Military Communications and Electronic Systems Military Technical Academy, Bucharest, Romania","Department of Military Communications and Electronic Systems, Military Technical Academy, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Military Communications and Electronic Systems Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]},{"raw_affiliation_string":"Department of Military Communications and Electronic Systems, Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089854511","display_name":"Aurelian Nicula","orcid":null},"institutions":[{"id":"https://openalex.org/I2802885015","display_name":"Military Technical Academy","ror":"https://ror.org/01tqmsq19","country_code":"RO","type":"education","lineage":["https://openalex.org/I2802885015"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Aurelian Nicula","raw_affiliation_strings":["Department of Military Communications and Electronic Systems Military Technical Academy, Bucharest, Romania","Department of Military Communications and Electronic Systems, Military Technical Academy, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Military Communications and Electronic Systems Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]},{"raw_affiliation_string":"Department of Military Communications and Electronic Systems, Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009314995"],"corresponding_institution_ids":["https://openalex.org/I2802885015"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03772796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":null,"first_page":"S","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9969000220298767,"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":0.9969000220298767,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9571999907493591,"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":0.7122620940208435},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.6502065658569336},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6490565538406372},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6409420371055603},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5191468596458435},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4706527292728424},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4483925402164459},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.43037691712379456},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.28531014919281006}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7122620940208435},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.6502065658569336},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6490565538406372},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6409420371055603},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5191468596458435},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4706527292728424},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4483925402164459},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.43037691712379456},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28531014919281006},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecai.2015.7301152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai.2015.7301152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 7th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2004702574","https://openalex.org/W2043760168","https://openalex.org/W2081393548","https://openalex.org/W2148394752","https://openalex.org/W2157948996","https://openalex.org/W2341637351","https://openalex.org/W6681755780","https://openalex.org/W6704445395"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W3147584709","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2391251536","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"According":[0],"to":[1],"the":[2,17,33,74],"pattern":[3],"recognition":[4],"theory,":[5],"a":[6,11,23,63,68],"very":[7],"important":[8,35],"stage":[9],"into":[10],"classification":[12,66],"chain":[13],"is":[14,40,58,86],"represented":[15],"by":[16],"feature":[18,26],"selection.":[19],"Although":[20],"in":[21,48],"literature":[22],"lot":[24],"of":[25,32,55,73,82],"selection":[27],"techniques":[28],"are":[29],"indicated,":[30],"one":[31],"most":[34],"methods":[36],"as":[37,70],"application":[38],"area":[39],"focused":[41],"on":[42],"Sammon":[43,56,83],"projection":[44,84],"algorithm":[45],"use.":[46],"Consequently,":[47],"this":[49],"paper":[50],"an":[51],"improved":[52],"neural":[53,80],"approach":[54],"mapping":[57],"described.":[59],"In":[60],"addition,":[61],"using":[62],"real":[64],"HRR":[65],"task,":[67],"comparison":[69],"performance":[71],"level":[72],"proposed":[75],"method":[76],"with":[77],"other":[78],"well-known":[79],"versions":[81],"technique":[85],"also":[87],"included.":[88]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
