{"id":"https://openalex.org/W4243786506","doi":"https://doi.org/10.1109/ijcnn.2005.1556173","title":"Fourier fuzzy neural network for clustering of objects based on the gross shape and its application to handwritten character recognition","display_name":"Fourier fuzzy neural network for clustering of objects based on the gross shape and its application to handwritten character recognition","publication_year":2006,"publication_date":"2006-01-05","ids":{"openalex":"https://openalex.org/W4243786506","doi":"https://doi.org/10.1109/ijcnn.2005.1556173"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2005.1556173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556173","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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/A5091292516","display_name":"Pradeep M. Patil","orcid":"https://orcid.org/0000-0003-0775-8239"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"P.M. Patil","raw_affiliation_strings":["Vishwakarma Institute of Technology, Pune, India"],"affiliations":[{"raw_affiliation_string":"Vishwakarma Institute of Technology, Pune, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084959283","display_name":"M.P. Deshmukh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M.P. Deshmukh","raw_affiliation_strings":["SSBTs COET, Jalgaon, India"],"affiliations":[{"raw_affiliation_string":"SSBTs COET, Jalgaon, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5091292516"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50700792,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"1918","last_page":"1923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9983000159263611,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.989799976348877,"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":0.9865999817848206,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7633590698242188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.704215943813324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6829699277877808},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6587258577346802},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.623444676399231},{"id":"https://openalex.org/keywords/feedforward-neural-network","display_name":"Feedforward neural network","score":0.49750688672065735},{"id":"https://openalex.org/keywords/neural-gas","display_name":"Neural gas","score":0.49467703700065613},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.47992143034935},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.457722544670105},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.45314252376556396},{"id":"https://openalex.org/keywords/character","display_name":"Character (mathematics)","score":0.4337022304534912},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.351863294839859},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2425597608089447}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7633590698242188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.704215943813324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6829699277877808},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6587258577346802},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.623444676399231},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.49750688672065735},{"id":"https://openalex.org/C90322556","wikidata":"https://www.wikidata.org/wiki/Q1981169","display_name":"Neural gas","level":4,"score":0.49467703700065613},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.47992143034935},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.457722544670105},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.45314252376556396},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.4337022304534912},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.351863294839859},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2425597608089447},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2005.1556173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556173","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":11,"referenced_works":["https://openalex.org/W1487809889","https://openalex.org/W1575087302","https://openalex.org/W2007187232","https://openalex.org/W2050833874","https://openalex.org/W2111103294","https://openalex.org/W2118376687","https://openalex.org/W2135296275","https://openalex.org/W2149914169","https://openalex.org/W2168603260","https://openalex.org/W2171911289","https://openalex.org/W2920943913"],"related_works":["https://openalex.org/W1595652908","https://openalex.org/W2089093251","https://openalex.org/W2408618716","https://openalex.org/W2785001934","https://openalex.org/W2186233897","https://openalex.org/W2114473615","https://openalex.org/W2014323024","https://openalex.org/W2109916967","https://openalex.org/W2154859999","https://openalex.org/W2083677758"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"an":[3],"unsupervised":[4],"feed":[5,29],"forward":[6,30],"Fourier":[7],"fuzzy":[8,69],"neural":[9,31,71],"network":[10,32,72],"(FFNN)":[11],"is":[12,15,33,41,64],"proposed":[13],"which":[14],"suitable":[16],"for":[17,43],"clustering":[18,74],"of":[19,49,57,62],"object":[20],"images":[21],"based":[22],"on":[23],"their":[24],"gross":[25],"shapes.":[26],"This":[27],"3-layer":[28],"described":[34],"along":[35],"with":[36,53],"its":[37],"training.":[38],"Its":[39],"performance":[40],"tested":[42],"synthetic":[44],"image":[45,55],"database":[46,56],"containing":[47],"objects":[48],"various":[50],"shapes":[51],"and":[52,81],"realistic":[54],"handwritten":[58],"Devanagari":[59],"digits.":[60],"Performance":[61],"FFNN":[63],"found":[65],"superior":[66],"than":[67,89],"the":[68],"min-max":[70],"(FMN)":[73],"by":[75],"P.M.":[76],"Patil":[77],"et":[78],"al.":[79],"(2002),":[80],"it":[82],"takes":[83],"less":[84],"recall":[85],"time":[86],"per":[87],"pattern":[88],"FMN.":[90]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
