{"id":"https://openalex.org/W2787671142","doi":"https://doi.org/10.1109/iccsce.2017.8284432","title":"Entropy virus microscopy images recognition via neural network classifiers","display_name":"Entropy virus microscopy images recognition via neural network classifiers","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2787671142","doi":"https://doi.org/10.1109/iccsce.2017.8284432","mag":"2787671142"},"language":"en","primary_location":{"id":"doi:10.1109/iccsce.2017.8284432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce.2017.8284432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 7th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","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/A5016706893","display_name":"Afiq Ahmad Shakri","orcid":null},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Afiq Ahmad Shakri","raw_affiliation_strings":["Faculty of Engineering Technology, Universiti Malaysia Perlis (UniMAP), Perlis, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering Technology, Universiti Malaysia Perlis (UniMAP), Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091415648","display_name":"Syahrul Affandi Saidi","orcid":"https://orcid.org/0009-0002-2410-0906"},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Syahrul Affandi Saidi","raw_affiliation_strings":["Faculty of Engineering Technology, Universiti Malaysia Perlis (UniMAP), Perlis, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering Technology, Universiti Malaysia Perlis (UniMAP), Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110447983","display_name":"Haryati Jaafar","orcid":null},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Haryati Jaafar","raw_affiliation_strings":["Faculty of Engineering Technology, Universiti Malaysia Perlis (UniMAP), Perlis, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering Technology, Universiti Malaysia Perlis (UniMAP), Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055143497","display_name":"Muhammad Naufal Mansor","orcid":null},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Muhammad Naufal Mansor","raw_affiliation_strings":["Faculty of Engineering Technology, Universiti Malaysia Perlis (UniMAP), Perlis, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering Technology, Universiti Malaysia Perlis (UniMAP), Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009213904","display_name":"Wan Azani Mustafa","orcid":"https://orcid.org/0000-0001-7260-6085"},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Wan Azani Mustafa","raw_affiliation_strings":["Faculty of Engineering Technology, Universiti Malaysia Perlis (UniMAP), Perlis, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering Technology, Universiti Malaysia Perlis (UniMAP), Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079643825","display_name":"Ahmad Kadri Junoh","orcid":"https://orcid.org/0000-0002-7705-4707"},"institutions":[{"id":"https://openalex.org/I4210129773","display_name":"Institute of Engineering","ror":"https://ror.org/03ny67e60","country_code":"NP","type":"education","lineage":["https://openalex.org/I155028946","https://openalex.org/I4210129773"]}],"countries":["NP"],"is_corresponding":false,"raw_author_name":"Ahmad Kadri Junoh","raw_affiliation_strings":["Institute of Engineering Mathematics (IMK)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Engineering Mathematics (IMK)","institution_ids":["https://openalex.org/I4210129773"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.28480574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"40","issue":null,"first_page":"348","last_page":"351"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9523000121116638,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7581371068954468},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7532857656478882},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7358155250549316},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6536858081817627},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6480658054351807},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6236956119537354},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5608221292495728},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4945232570171356},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3835179805755615}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7581371068954468},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7532857656478882},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7358155250549316},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6536858081817627},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6480658054351807},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6236956119537354},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5608221292495728},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4945232570171356},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3835179805755615},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccsce.2017.8284432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce.2017.8284432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 7th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","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":17,"referenced_works":["https://openalex.org/W1493775511","https://openalex.org/W2040895929","https://openalex.org/W2080922998","https://openalex.org/W2091575950","https://openalex.org/W2092022777","https://openalex.org/W2122374500","https://openalex.org/W2134262590","https://openalex.org/W2136922672","https://openalex.org/W2137255856","https://openalex.org/W2137263041","https://openalex.org/W2163981854","https://openalex.org/W2171287186","https://openalex.org/W2186586293","https://openalex.org/W2315269201","https://openalex.org/W2494456665","https://openalex.org/W4243205200","https://openalex.org/W6723252730"],"related_works":["https://openalex.org/W2397288865","https://openalex.org/W2368524271","https://openalex.org/W2576709312","https://openalex.org/W2023657818","https://openalex.org/W2392797073","https://openalex.org/W2384907669","https://openalex.org/W2373120800","https://openalex.org/W2066827917","https://openalex.org/W2095030957","https://openalex.org/W2884201223"],"abstract_inverted_index":{"One":[0],"of":[1,9,50,67,84,92],"the":[2,48,76],"topics":[3],"that":[4,22,75],"are":[5,79],"commonly":[6],"in":[7],"focus":[8],"object":[10],"detection":[11],"and":[12,25,33,82],"image":[13],"recognition":[14],"is":[15,19],"virus":[16,27],"detection.":[17],"It":[18],"well":[20],"known":[21],"to":[23,29,94],"learn":[24],"detecting":[26],"proven":[28],"be":[30],"a":[31,89],"challenging":[32],"quite":[34],"complex":[35],"task":[36],"for":[37,96],"computer":[38],"systems":[39],"under":[40,64],"different":[41],"noise":[42],"level.":[43],"This":[44],"research":[45],"work":[46],"investigates":[47],"performances":[49],"preprocessing":[51],"stages":[52],"with":[53,57],"Entropy":[54],"feature":[55],"extraction":[56],"Feed":[58],"Forward":[59],"Neural":[60],"Network":[61],"(FFNN)":[62],"classifier":[63],"various":[65],"levels":[66],"noise.":[68],"The":[69],"real":[70],"time":[71],"experiment":[72],"conducted":[73],"proved":[74],"method":[77],"proposed":[78],"efficient,":[80],"robust,":[81],"excellent":[83],"which":[85],"it":[86],"has":[87],"produced":[88],"results":[90],"accuracy":[91],"up":[93],"88%":[95],"biological":[97],"viruses":[98],"images":[99],"classification.":[100]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}