{"id":"https://openalex.org/W146363458","doi":"https://doi.org/10.1007/978-3-319-07064-3_34","title":"Ground Resistance Estimation Using Feed-Forward Neural Networks, Linear Regression and Feature Selection Models","display_name":"Ground Resistance Estimation Using Feed-Forward Neural Networks, Linear Regression and Feature Selection Models","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W146363458","doi":"https://doi.org/10.1007/978-3-319-07064-3_34","mag":"146363458"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-07064-3_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07064-3_34","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/A5090993704","display_name":"Theopi Eleftheriadou","orcid":null},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Theopi Eleftheriadou","raw_affiliation_strings":["Department of Financial and Management Engineering, University of the Aegean, 41 Kountouriotou Street, 82100, Chios, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Financial and Management Engineering, University of the Aegean, 41 Kountouriotou Street, 82100, Chios, Greece","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109843166","display_name":"Nikos Ampazis","orcid":null},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Ampazis","raw_affiliation_strings":["Department of Financial and Management Engineering, University of the Aegean, 41 Kountouriotou Street, 82100, Chios, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Financial and Management Engineering, University of the Aegean, 41 Kountouriotou Street, 82100, Chios, Greece","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056073145","display_name":"Vasilios P. Androvitsaneas","orcid":"https://orcid.org/0000-0002-4337-7364"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vasilios P. Androvitsaneas","raw_affiliation_strings":["High Voltage Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, 9 Iroon Polytechniou Street, Zografou Campus, GR-15780, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"High Voltage Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, 9 Iroon Polytechniou Street, Zografou Campus, GR-15780, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085672894","display_name":"Ioannis F. Gonos","orcid":"https://orcid.org/0000-0001-6743-4784"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis F. Gonos","raw_affiliation_strings":["High Voltage Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, 9 Iroon Polytechniou Street, Zografou Campus, GR-15780, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"High Voltage Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, 9 Iroon Polytechniou Street, Zografou Campus, GR-15780, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112247169","display_name":"Georgios Dounias","orcid":"https://orcid.org/0000-0002-8130-1766"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Dounias","raw_affiliation_strings":["Department of Financial and Management Engineering, University of the Aegean, 41 Kountouriotou Street, 82100, Chios, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Financial and Management Engineering, University of the Aegean, 41 Kountouriotou Street, 82100, Chios, Greece","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071953783","display_name":"I.A. Stathopulos","orcid":"https://orcid.org/0000-0003-4685-2754"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis A. Stathopulos","raw_affiliation_strings":["High Voltage Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, 9 Iroon Polytechniou Street, Zografou Campus, GR-15780, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"High Voltage Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, 9 Iroon Polytechniou Street, Zografou Campus, GR-15780, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5090993704"],"corresponding_institution_ids":["https://openalex.org/I98805295"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.06297905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"418","last_page":"429"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13832","display_name":"Advanced Decision-Making Techniques","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9613999724388123,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10787","display_name":"Lightning and Electromagnetic Phenomena","score":0.9611999988555908,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6373744606971741},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6031792759895325},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5891063809394836},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5465306639671326},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.5032650828361511},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4838768243789673},{"id":"https://openalex.org/keywords/ground","display_name":"Ground","score":0.46662864089012146},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4587886333465576},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4565969407558441},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4226617217063904},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.419027715921402},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3946264684200287},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3653363883495331},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14652511477470398},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13177523016929626}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6373744606971741},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6031792759895325},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5891063809394836},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5465306639671326},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5032650828361511},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4838768243789673},{"id":"https://openalex.org/C168993435","wikidata":"https://www.wikidata.org/wiki/Q6501125","display_name":"Ground","level":2,"score":0.46662864089012146},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4587886333465576},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4565969407558441},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4226617217063904},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.419027715921402},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3946264684200287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3653363883495331},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14652511477470398},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13177523016929626},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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":1,"locations":[{"id":"doi:10.1007/978-3-319-07064-3_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07064-3_34","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W97681402","https://openalex.org/W1547122259","https://openalex.org/W1570713908","https://openalex.org/W1886492452","https://openalex.org/W1970849859","https://openalex.org/W2031782670","https://openalex.org/W2042985892","https://openalex.org/W2081052248","https://openalex.org/W2116996317","https://openalex.org/W2119066635","https://openalex.org/W2123685286","https://openalex.org/W2226733402","https://openalex.org/W4231004966","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1976866108","https://openalex.org/W2610868774","https://openalex.org/W2092994918","https://openalex.org/W2390006526","https://openalex.org/W3216594821","https://openalex.org/W1915333409","https://openalex.org/W3215700490","https://openalex.org/W2393341384","https://openalex.org/W4363647291","https://openalex.org/W4377094298"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}