{"id":"https://openalex.org/W3094172672","doi":"https://doi.org/10.1109/icccnt49239.2020.9225587","title":"Handwritten Polynomial Equation Recognition and Simplification Using Convolutional Neural Network","display_name":"Handwritten Polynomial Equation Recognition and Simplification Using Convolutional Neural Network","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3094172672","doi":"https://doi.org/10.1109/icccnt49239.2020.9225587","mag":"3094172672"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt49239.2020.9225587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","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/A5051619074","display_name":"Shifat Nayme Shuvo","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shifat Nayme Shuvo","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","Daffodil International University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026552430","display_name":"Fuad Hasan","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Fuad Hasan","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","Daffodil International University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069954640","display_name":"Syed Akhter Hossain","orcid":"https://orcid.org/0000-0001-6546-9692"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Syed Akhter Hossain","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","Daffodil International University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034385435","display_name":"Sheikh Abujar","orcid":"https://orcid.org/0000-0002-3563-2118"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sheikh Abujar","raw_affiliation_strings":["Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","Daffodil International University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":0.5126,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.72807444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9751999974250793,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9751999974250793,"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/polynomial","display_name":"Polynomial","score":0.6072010397911072},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5991383790969849},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5540395379066467},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.47597235441207886},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4606274664402008},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.45997190475463867},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.4539986252784729},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.423667848110199},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4216492772102356},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41913706064224243},{"id":"https://openalex.org/keywords/algebra-over-a-field","display_name":"Algebra over a field","score":0.40665993094444275},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3355562388896942},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2600691020488739},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.18087711930274963},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1702742576599121}],"concepts":[{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.6072010397911072},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5991383790969849},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5540395379066467},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.47597235441207886},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4606274664402008},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.45997190475463867},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.4539986252784729},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.423667848110199},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4216492772102356},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41913706064224243},{"id":"https://openalex.org/C136119220","wikidata":"https://www.wikidata.org/wiki/Q1000660","display_name":"Algebra over a field","level":2,"score":0.40665993094444275},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3355562388896942},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2600691020488739},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.18087711930274963},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1702742576599121},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt49239.2020.9225587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7900000214576721,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1489690104","https://openalex.org/W1970404815","https://openalex.org/W2024077020","https://openalex.org/W2029189646","https://openalex.org/W2095705004","https://openalex.org/W2120420045","https://openalex.org/W2140293704","https://openalex.org/W2143908786","https://openalex.org/W2181757260","https://openalex.org/W2188696123","https://openalex.org/W2590796488","https://openalex.org/W3009073979","https://openalex.org/W3109035338","https://openalex.org/W4285719527","https://openalex.org/W6674330103","https://openalex.org/W6685839281","https://openalex.org/W6686882330","https://openalex.org/W6786924370"],"related_works":["https://openalex.org/W2186864281","https://openalex.org/W4255427455","https://openalex.org/W4293226380","https://openalex.org/W579810227","https://openalex.org/W1966025497","https://openalex.org/W68941528","https://openalex.org/W2142145894","https://openalex.org/W4206451355","https://openalex.org/W2952780262","https://openalex.org/W2979495269"],"abstract_inverted_index":{"Polynomials":[0],"are":[1],"algebraic":[2],"expressions":[3],"involving":[4],"a":[5,21,26,45,113,124,158,171],"sum":[6],"of":[7,37,68,173,181],"powers":[8,28,98],"in":[9,47,106,178],"one":[10],"or":[11],"more":[12],"variables":[13],"multiplied":[14],"by":[15,60,76],"its":[16],"coefficients.":[17],"If":[18],"x":[19],"is":[20,31],"variable,":[22],"a0xn+a1xn-1+a2xn-2+....+an":[23],"then":[24],"it's":[25],"(n)":[27,97],"polynomial.":[29],"Human":[30],"capable":[32],"to":[33,87],"solve":[34,88],"this":[35,41,117],"type":[36],"mathematical":[38,137],"problems.":[39],"In":[40,116],"work,":[42],"we":[43,122],"propose":[44],"system":[46,109,147],"which":[48],"machines":[49],"can":[50,56,85,103],"achieve":[51],"the":[52,58,74,78,150,174,179],"cognitional":[53],"skills":[54],"that":[55],"understand":[57],"problem":[59,75],"visual":[61],"context.":[62],"By":[63],"taking":[64],"an":[65,81,107,163],"input":[66],"image":[67],"Handwritten":[69,151],"polynomial":[70,152],"equations":[71],"and":[72,135,139,141,154,167],"simplifies":[73,149],"generating":[77],"answer":[79],"as":[80,94,96,110,112],"output.":[82],"Here":[83],"machine":[84],"able":[86],"quadratic,":[89],"cubic,":[90],"quartic,":[91],"quantic,":[92],"sextic":[93],"well":[95,111],"polynomials.":[99],"This":[100,127],"proposed":[101,145],"work":[102],"be":[104],"workable":[105],"embedded":[108],"mobile":[114],"application.":[115],"scope":[118],"for":[119,183],"recognition":[120],"purposes,":[121],"use":[123],"CNN":[125],"model.":[126],"model":[128],"dataset":[129],"contains":[130],"21":[131],"classes,":[132],"10":[133],"numerals,":[134],"3":[136],"operators":[138],"symbols,":[140],"8":[142],"variables.":[143],"The":[144],"workflow":[146],"automatically":[148],"equation":[153,165],"has":[155,169],"been":[156,170],"done":[157],"really":[159],"good":[160],"performance.":[161],"Developing":[162],"automatic":[164],"recognizer":[166],"solver":[168],"desire":[172],"researchers":[175],"who":[176],"worked":[177],"field":[180],"NLP":[182],"many":[184],"years.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
