{"id":"https://openalex.org/W1027792622","doi":"https://doi.org/10.1007/978-3-642-22577-2_20","title":"Development of Efficient Artificial Neural Network and Statistical Models for Forecasting Shelf Life of Cow Milk Khoa \u2013 A Comparative Study","display_name":"Development of Efficient Artificial Neural Network and Statistical Models for Forecasting Shelf Life of Cow Milk Khoa \u2013 A Comparative Study","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W1027792622","doi":"https://doi.org/10.1007/978-3-642-22577-2_20","mag":"1027792622"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-22577-2_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-22577-2_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5103581542","display_name":"Sumit Goyal","orcid":null},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sumit Goyal","raw_affiliation_strings":["School of Mathematics & Computer Applications, Thapar University, Patiala, India","[Thapar University]"],"affiliations":[{"raw_affiliation_string":"School of Mathematics & Computer Applications, Thapar University, Patiala, India","institution_ids":["https://openalex.org/I162030827"]},{"raw_affiliation_string":"[Thapar University]","institution_ids":["https://openalex.org/I162030827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019025975","display_name":"A. K. Sharma","orcid":"https://orcid.org/0000-0001-5786-3817"},"institutions":[{"id":"https://openalex.org/I187279525","display_name":"National Dairy Research Institute","ror":"https://ror.org/03ap5bg83","country_code":"IN","type":"facility","lineage":["https://openalex.org/I179420787","https://openalex.org/I187279525"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. K. Sharma","raw_affiliation_strings":["Computer Centre, DES&M Division, National Dairy Research Institute (Deemed University), Karnal, India","National Dairy Research Institute (Deemed University)"],"affiliations":[{"raw_affiliation_string":"Computer Centre, DES&M Division, National Dairy Research Institute (Deemed University), Karnal, India","institution_ids":["https://openalex.org/I187279525"]},{"raw_affiliation_string":"National Dairy Research Institute (Deemed University)","institution_ids":["https://openalex.org/I187279525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089822866","display_name":"Richa Sharma","orcid":"https://orcid.org/0000-0002-4472-1681"},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. K. Sharma","raw_affiliation_strings":["School of Mathematics & Computer Applications, Thapar University, Patiala, India","[Thapar University]"],"affiliations":[{"raw_affiliation_string":"School of Mathematics & Computer Applications, Thapar University, Patiala, India","institution_ids":["https://openalex.org/I162030827"]},{"raw_affiliation_string":"[Thapar University]","institution_ids":["https://openalex.org/I162030827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103581542"],"corresponding_institution_ids":["https://openalex.org/I162030827"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.06340819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"145","last_page":"149"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13508","display_name":"Agricultural Economics and Practices","score":0.9726999998092651,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13479","display_name":"Food Science and Nutritional Studies","score":0.954800009727478,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6909467577934265},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.6262369155883789},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5455985069274902},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.4650009870529175},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4502052366733551},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.42667850852012634},{"id":"https://openalex.org/keywords/food-science","display_name":"Food science","score":0.3963335156440735},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2778071165084839},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.22872263193130493},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12087920308113098}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6909467577934265},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6262369155883789},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5455985069274902},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.4650009870529175},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4502052366733551},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.42667850852012634},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.3963335156440735},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2778071165084839},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.22872263193130493},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12087920308113098}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-22577-2_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-22577-2_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2156704873","https://openalex.org/W2612526924","https://openalex.org/W2911546748"],"related_works":["https://openalex.org/W2084732496","https://openalex.org/W2575795810","https://openalex.org/W4383721055","https://openalex.org/W2755828367","https://openalex.org/W2659933339","https://openalex.org/W2364784002","https://openalex.org/W4400591661","https://openalex.org/W2909099826","https://openalex.org/W2135760566","https://openalex.org/W4214620440"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
