{"id":"https://openalex.org/W4206473036","doi":"https://doi.org/10.1007/978-3-030-93413-2_38","title":"Relations Between Entropy and\u00a0Accuracy Trends in\u00a0Complex Artificial Neural Networks","display_name":"Relations Between Entropy and\u00a0Accuracy Trends in\u00a0Complex Artificial Neural Networks","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4206473036","doi":"https://doi.org/10.1007/978-3-030-93413-2_38"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-93413-2_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93413-2_38","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://bia.unibz.it/esploro/outputs/conferenceProceeding/Relations-Between-Entropy-andAccuracy-Trends-inComplex/991006679998101241","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086236981","display_name":"Lucia Cavallaro","orcid":"https://orcid.org/0000-0002-2367-6084"},"institutions":[{"id":"https://openalex.org/I22128151","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59","country_code":"GB","type":"education","lineage":["https://openalex.org/I22128151"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Lucia Cavallaro","raw_affiliation_strings":["University of Derby, Kedleston Road, Derby, DE22 1GB, UK"],"affiliations":[{"raw_affiliation_string":"University of Derby, Kedleston Road, Derby, DE22 1GB, UK","institution_ids":["https://openalex.org/I22128151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003429507","display_name":"Marco Grassia","orcid":"https://orcid.org/0000-0001-5841-6058"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Grassia","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica, Elettronica e Informatica, Universit\u00e0 degli Studi di Catania, Catania, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica, Elettronica e Informatica, Universit\u00e0 degli Studi di Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079151275","display_name":"Giacomo Fiumara","orcid":"https://orcid.org/0000-0003-1528-7203"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giacomo Fiumara","raw_affiliation_strings":["MIFT Department, Universit\u00e0 degli Studi di Messina, Messina, 98166, Italy"],"affiliations":[{"raw_affiliation_string":"MIFT Department, Universit\u00e0 degli Studi di Messina, Messina, 98166, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015254027","display_name":"Giuseppe Mangioni","orcid":"https://orcid.org/0000-0001-6910-0112"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Mangioni","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica, Elettronica e Informatica, Universit\u00e0 degli Studi di Catania, Catania, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica, Elettronica e Informatica, Universit\u00e0 degli Studi di Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018975350","display_name":"Pasquale De Meo","orcid":"https://orcid.org/0000-0001-7421-216X"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pasquale De Meo","raw_affiliation_strings":["Universit\u00e0 degli Studi di Messina, Polo Universitario Annunziata, Messina, 98122, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Messina, Polo Universitario Annunziata, Messina, 98122, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088942754","display_name":"Vincenza Carchiolo","orcid":"https://orcid.org/0000-0002-1671-840X"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenza Carchiolo","raw_affiliation_strings":["Dipartimento di Matematica e Informatica, Universit\u00e0 degli Studi di Catania, Catania, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Matematica e Informatica, Universit\u00e0 degli Studi di Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051397065","display_name":"Ovidiu Bagdasar","orcid":"https://orcid.org/0000-0003-4193-9842"},"institutions":[{"id":"https://openalex.org/I22128151","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59","country_code":"GB","type":"education","lineage":["https://openalex.org/I22128151"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ovidiu Bagdasar","raw_affiliation_strings":["University of Derby, Kedleston Road, Derby, DE22 1GB, UK"],"affiliations":[{"raw_affiliation_string":"University of Derby, Kedleston Road, Derby, DE22 1GB, UK","institution_ids":["https://openalex.org/I22128151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026941307","display_name":"Antonio Liotta","orcid":"https://orcid.org/0000-0002-2773-4421"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Liotta","raw_affiliation_strings":["Free University of Bozen-Bolzano, Faculty of Computer Science, Bolzano, Italy"],"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Faculty of Computer Science, Bolzano, Italy","institution_ids":["https://openalex.org/I171543936"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5086236981"],"corresponding_institution_ids":["https://openalex.org/I22128151"],"apc_list":null,"apc_paid":null,"fwci":0.3426,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51723472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"452","last_page":"460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9993000030517578,"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":0.9993000030517578,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9872000217437744,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7349137663841248},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48327475786209106},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43514424562454224},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.41530683636665344},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.34595608711242676},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08755075931549072},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.07296726107597351}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7349137663841248},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48327475786209106},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43514424562454224},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.41530683636665344},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.34595608711242676},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08755075931549072},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.07296726107597351}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-93413-2_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93413-2_38","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},{"id":"pmh:oai:derby.openrepository.com:10545/626253","is_oa":false,"landing_page_url":"http://hdl.handle.net/10545/626253","pdf_url":null,"source":{"id":"https://openalex.org/S4306402138","display_name":"University of Derby Online Research Archive. (University of Derby)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I22128151","host_organization_name":"University of Derby","host_organization_lineage":["https://openalex.org/I22128151"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex Networks & Their Applications X","raw_type":"Book chapter"},{"id":"pmh:oai:unibz.it:11310468720001241","is_oa":true,"landing_page_url":"https://bia.unibz.it/esploro/outputs/conferenceProceeding/Relations-Between-Entropy-andAccuracy-Trends-inComplex/991006679998101241","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:unibz.it:11310468720001241","is_oa":true,"landing_page_url":"https://bia.unibz.it/esploro/outputs/conferenceProceeding/Relations-Between-Entropy-andAccuracy-Trends-inComplex/991006679998101241","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1977280998","https://openalex.org/W1995875735","https://openalex.org/W2003688007","https://openalex.org/W2085044339","https://openalex.org/W2097413644","https://openalex.org/W2099111195","https://openalex.org/W2116341502","https://openalex.org/W2158863573","https://openalex.org/W2250904038","https://openalex.org/W2558748708","https://openalex.org/W2565516711","https://openalex.org/W2793352225","https://openalex.org/W2808133870","https://openalex.org/W2891877812","https://openalex.org/W2908582140","https://openalex.org/W2913672601","https://openalex.org/W2919115771","https://openalex.org/W2998525744","https://openalex.org/W3084223501","https://openalex.org/W3104677688","https://openalex.org/W3111258566","https://openalex.org/W3120502492","https://openalex.org/W3121852482","https://openalex.org/W3177828909","https://openalex.org/W3196792588"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W2180033908"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}