{"id":"https://openalex.org/W2111817469","doi":"https://doi.org/10.1109/fuzz.2003.1209355","title":"Two connectionist schemes for selecting groups of features (sensors)","display_name":"Two connectionist schemes for selecting groups of features (sensors)","publication_year":2004,"publication_date":"2004-05-06","ids":{"openalex":"https://openalex.org/W2111817469","doi":"https://doi.org/10.1109/fuzz.2003.1209355","mag":"2111817469"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz.2003.1209355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2003.1209355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03.","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/A5051248007","display_name":"Debrup Chakraborty","orcid":"https://orcid.org/0000-0001-5179-1971"},"institutions":[{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"D. Chakraborty","raw_affiliation_strings":["Electronics and Communication Sciences Unit, Indian Statistical Institute, Calcutta, India","Electron. & Commun. Sci. Unit, Indian Stat. Inst., Calcutta, India"],"affiliations":[{"raw_affiliation_string":"Electronics and Communication Sciences Unit, Indian Statistical Institute, Calcutta, India","institution_ids":["https://openalex.org/I6498739"]},{"raw_affiliation_string":"Electron. & Commun. Sci. Unit, Indian Stat. Inst., Calcutta, India","institution_ids":["https://openalex.org/I6498739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103224090","display_name":"Nikhil R. Pal","orcid":"https://orcid.org/0000-0001-6935-901X"},"institutions":[{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N.R. Pal","raw_affiliation_strings":["Electronics and Communication Sciences Unit, Indian Statistical Institute, Calcutta, India"],"affiliations":[{"raw_affiliation_string":"Electronics and Communication Sciences Unit, Indian Statistical Institute, Calcutta, India","institution_ids":["https://openalex.org/I6498739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5051248007"],"corresponding_institution_ids":["https://openalex.org/I6498739"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.12007258,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"161","last_page":"166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998000264167786,"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":0.9998000264167786,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9991999864578247,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9959999918937683,"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/connectionism","display_name":"Connectionism","score":0.7833768129348755},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6235225796699524},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6212954521179199},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5821043252944946},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5791679620742798},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5604415535926819},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5379842519760132},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.5367196202278137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5157294869422913},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.496982604265213},{"id":"https://openalex.org/keywords/sigma","display_name":"Sigma","score":0.4871515929698944},{"id":"https://openalex.org/keywords/function-approximation","display_name":"Function approximation","score":0.43736982345581055},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36649829149246216},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3510952889919281},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12759506702423096}],"concepts":[{"id":"https://openalex.org/C8521452","wikidata":"https://www.wikidata.org/wiki/Q203790","display_name":"Connectionism","level":3,"score":0.7833768129348755},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6235225796699524},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6212954521179199},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5821043252944946},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5791679620742798},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5604415535926819},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5379842519760132},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.5367196202278137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5157294869422913},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.496982604265213},{"id":"https://openalex.org/C2778049214","wikidata":"https://www.wikidata.org/wiki/Q7512234","display_name":"Sigma","level":2,"score":0.4871515929698944},{"id":"https://openalex.org/C91873725","wikidata":"https://www.wikidata.org/wiki/Q3445816","display_name":"Function approximation","level":3,"score":0.43736982345581055},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36649829149246216},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3510952889919281},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12759506702423096},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz.2003.1209355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2003.1209355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03.","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":10,"referenced_works":["https://openalex.org/W1508853606","https://openalex.org/W1521952524","https://openalex.org/W2017337590","https://openalex.org/W2030118646","https://openalex.org/W2087853099","https://openalex.org/W2094702157","https://openalex.org/W2095960106","https://openalex.org/W2147684166","https://openalex.org/W2159265133","https://openalex.org/W6681636010"],"related_works":["https://openalex.org/W2096715552","https://openalex.org/W1598419248","https://openalex.org/W3036075344","https://openalex.org/W2066360887","https://openalex.org/W2110098766","https://openalex.org/W1589342126","https://openalex.org/W2058895704","https://openalex.org/W2020488014","https://openalex.org/W2147060792","https://openalex.org/W2152907901"],"abstract_inverted_index":{"Suppose":[0],"for":[1,41],"a":[2],"given":[3],"classification":[4],"or":[5,61,79,91],"function":[6],"approximation":[7],"(FA)":[8],"problem":[9],"data":[10,55],"are":[11,27],"collected":[12],"using":[13],"l":[14],"sensors.":[15],"From":[16],"the":[17,20,42,74,86,95,100,106,109,116,120,130,138],"output":[18],"of":[19,94,123,132],"i/sup":[21],"th/":[22],"sensor":[23],"n/sub":[24,37],"i/":[25,38],"features":[26,81,124,135],"extracted,":[28],"thereby":[29],"generating":[30],"p":[31],"=":[32],"/spl":[33,49],"Sigma//sub":[34],"i=1//sup":[35],"l/":[36],"features.":[39],"So":[40],"task":[43],"at":[44],"hand":[45],"we":[46,65],"have":[47],"X":[48],"sub/":[50],"R/sup":[51],"p/":[52],"as":[53],"input":[54],"along":[56],"with":[57],"their":[58],"corresponding":[59],"outputs":[60],"class":[62],"labels.":[63],"Here":[64],"propose":[66],"two":[67],"novel":[68],"connectionist":[69],"schemes":[70,96],"that":[71,76,115],"can":[72,118,127],"select":[73],"sensors":[75],"yield":[77],"redundant":[78],"bad":[80,121,134],"online":[82,125],"and":[83,105,126],"also":[84,128],"do":[85],"required":[87],"task,":[88],"say,":[89],"FA":[90],"classification.":[92],"One":[93],"is":[97],"based":[98],"on":[99],"Radial":[101],"Basis":[102],"Function":[103],"network":[104],"other":[107],"uses":[108],"Multilayered":[110],"Perceptron":[111],"network.":[112],"Simulations":[113],"show":[114],"methods":[117],"detect":[119],"groups":[122],"eliminate":[129],"effect":[131],"these":[133],"while":[136],"doing":[137],"task.":[139]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}