{"id":"https://openalex.org/W2139758088","doi":"https://doi.org/10.1007/3-540-64582-9_807","title":"The effect of a dynamical layer in neural network prediction of biomass in a fermentation process","display_name":"The effect of a dynamical layer in neural network prediction of biomass in a fermentation process","publication_year":1998,"publication_date":"1998-01-01","ids":{"openalex":"https://openalex.org/W2139758088","doi":"https://doi.org/10.1007/3-540-64582-9_807","mag":"2139758088"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-64582-9_807","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-64582-9_807","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5025947678","display_name":"Majeed Soufian","orcid":"https://orcid.org/0000-0002-8976-9187"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Majeed Soufian","raw_affiliation_strings":["Mechanical Engineering, Design and Manufacture, Biological Sciences, Manchester Metropolitan University, 5GD, Manchester, M1, UK","Manchester Metropolitan University, ???"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering, Design and Manufacture, Biological Sciences, Manchester Metropolitan University, 5GD, Manchester, M1, UK","institution_ids":["https://openalex.org/I11983389"]},{"raw_affiliation_string":"Manchester Metropolitan University, ???","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113470780","display_name":"Mustapha Soufian","orcid":null},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mustapha Soufian","raw_affiliation_strings":["Mechanical Engineering, Design and Manufacture, Biological Sciences, Manchester Metropolitan University, 5GD, Manchester, M1, UK","Manchester Metropolitan University, ???"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering, Design and Manufacture, Biological Sciences, Manchester Metropolitan University, 5GD, Manchester, M1, UK","institution_ids":["https://openalex.org/I11983389"]},{"raw_affiliation_string":"Manchester Metropolitan University, ???","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042633903","display_name":"Michael J. Dempsey","orcid":"https://orcid.org/0000-0002-0794-4667"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M. J. Dempsey","raw_affiliation_strings":["Mechanical Engineering, Design and Manufacture, Biological Sciences, Manchester Metropolitan University, 5GD, Manchester, M1, UK","Manchester Metropolitan University, ???"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering, Design and Manufacture, Biological Sciences, Manchester Metropolitan University, 5GD, Manchester, M1, UK","institution_ids":["https://openalex.org/I11983389"]},{"raw_affiliation_string":"Manchester Metropolitan University, ???","institution_ids":["https://openalex.org/I11983389"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025947678"],"corresponding_institution_ids":["https://openalex.org/I11983389"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.24052591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"749","last_page":"757"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.984000027179718,"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"}},"topics":[{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.984000027179718,"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"}},{"id":"https://openalex.org/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9570000171661377,"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-neural-network","display_name":"Artificial neural network","score":0.7673577070236206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6021166443824768},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5873847603797913},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5327527523040771},{"id":"https://openalex.org/keywords/biomass","display_name":"Biomass (ecology)","score":0.5225598216056824},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4209280014038086},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4042589068412781},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3666705787181854},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.06712469458580017},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.06466749310493469}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7673577070236206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6021166443824768},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5873847603797913},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5327527523040771},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.5225598216056824},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4209280014038086},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4042589068412781},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3666705787181854},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.06712469458580017},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.06466749310493469},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/3-540-64582-9_807","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-64582-9_807","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:napier-surface.worktribe.com:840210","is_oa":false,"landing_page_url":"http://researchrepository.napier.ac.uk/Output/840210","pdf_url":null,"source":{"id":"https://openalex.org/S4306400544","display_name":"Research Output (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W354832773","https://openalex.org/W1548480021","https://openalex.org/W1561767438","https://openalex.org/W1628797085","https://openalex.org/W1979744531","https://openalex.org/W1987320850","https://openalex.org/W2016589492","https://openalex.org/W2054314646","https://openalex.org/W2113077545","https://openalex.org/W2137983211","https://openalex.org/W2139724873","https://openalex.org/W2144429937","https://openalex.org/W2301676159","https://openalex.org/W2621262394","https://openalex.org/W2724311255","https://openalex.org/W6632896328","https://openalex.org/W6633749945"],"related_works":["https://openalex.org/W613780472","https://openalex.org/W4210347497","https://openalex.org/W3216850291","https://openalex.org/W1517908938","https://openalex.org/W2961085424","https://openalex.org/W3019067641","https://openalex.org/W4318187649","https://openalex.org/W391701938","https://openalex.org/W2391251536","https://openalex.org/W2152760462"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}