{"id":"https://openalex.org/W7224909647","doi":"https://doi.org/10.1016/b978-0-443-45276-5.00010-3","title":"Intelligent modeling of UCS of expansive soils using PSO-optimized ANN and ANFIS models","display_name":"Intelligent modeling of UCS of expansive soils using PSO-optimized ANN and ANFIS models","publication_year":2026,"publication_date":"2026-10-30","ids":{"openalex":"https://openalex.org/W7224909647","doi":"https://doi.org/10.1016/b978-0-443-45276-5.00010-3"},"language":"en","primary_location":{"id":"doi:10.1016/b978-0-443-45276-5.00010-3","doi":"https://doi.org/10.1016/b978-0-443-45276-5.00010-3","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-443-45276-5.00010-3","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Reshaping Geotechnical Engineering with Machine Learning","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7224908166","display_name":"Reshaping Geotechnical Engineering with Machine Learning"},"type":"book-chapter","is_traditional":true,"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/A5063855774","display_name":"Prince Kumar","orcid":"https://orcid.org/0000-0003-3769-1485","observed_orcids":["https://orcid.org/0000-0003-3769-1485"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Prince Kumar","raw_affiliation_strings":["Department of Civil Engineering, Government Polytechnic Sahibganj, Sahibganj, Jharkhand, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Government Polytechnic Sahibganj, Sahibganj, Jharkhand, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5063855774"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"327","last_page":"340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13236","display_name":"Geotechnical and construction materials studies","score":0.45579999685287476,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T13236","display_name":"Geotechnical and construction materials studies","score":0.45579999685287476,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11375","display_name":"Geotechnical Engineering and Soil Stabilization","score":0.16670000553131104,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10233","display_name":"Geotechnical Engineering and Soil Mechanics","score":0.12290000170469284,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/expansive-soil","display_name":"expansive soil","score":0.9079999923706055},{"id":"https://openalex.org/keywords/unconfined-compressive-strength","display_name":"unconfined compressive strength","score":0.9869999885559082},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":0.8169999718666077},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9739999771118164},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"adaptive neuro-fuzzy inference system","score":0.9639999866485596},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.9440000057220459},{"id":"https://openalex.org/keywords/strength-prediction","display_name":"strength prediction","score":0.6439999938011169},{"id":"https://openalex.org/keywords/moisture-content","display_name":"moisture content","score":0.7509999871253967},{"id":"https://openalex.org/keywords/soil-mineralogy","display_name":"soil mineralogy","score":0.6650000214576721}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.7833999991416931},{"id":"https://openalex.org/C1121360","wikidata":"https://www.wikidata.org/wiki/Q1626102","display_name":"Expansive clay","level":3,"score":0.671999990940094},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6115000247955322},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5656999945640564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4593999981880188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39250001311302185},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3716000020503998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3497999906539917},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.34869998693466187},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.3181999921798706},{"id":"https://openalex.org/C2777115002","wikidata":"https://www.wikidata.org/wiki/Q7168246","display_name":"Performance prediction","level":2,"score":0.3138999938964844},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.31299999356269836},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.3107999861240387},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.305400013923645},{"id":"https://openalex.org/C30407753","wikidata":"https://www.wikidata.org/wiki/Q186191","display_name":"Compressive strength","level":2,"score":0.2946000099182129},{"id":"https://openalex.org/C133199616","wikidata":"https://www.wikidata.org/wiki/Q25386885","display_name":"Empirical modelling","level":2,"score":0.29269999265670776},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2773999869823456},{"id":"https://openalex.org/C55037315","wikidata":"https://www.wikidata.org/wiki/Q5421151","display_name":"Experimental data","level":2,"score":0.2694999873638153}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/b978-0-443-45276-5.00010-3","doi":"https://doi.org/10.1016/b978-0-443-45276-5.00010-3","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-443-45276-5.00010-3","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Reshaping Geotechnical Engineering with Machine Learning","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W577010948","https://openalex.org/W1983280889","https://openalex.org/W2003686097","https://openalex.org/W2010026444","https://openalex.org/W2057001323","https://openalex.org/W2068599772","https://openalex.org/W2146517504","https://openalex.org/W2472560683","https://openalex.org/W2651622303","https://openalex.org/W2909521497","https://openalex.org/W3147191068","https://openalex.org/W4220730143","https://openalex.org/W4296049615","https://openalex.org/W4301398442","https://openalex.org/W4385252438","https://openalex.org/W4388829224","https://openalex.org/W4389482767","https://openalex.org/W4400010876","https://openalex.org/W4404224037","https://openalex.org/W4406377569","https://openalex.org/W4407094614","https://openalex.org/W4408266229","https://openalex.org/W4412043108","https://openalex.org/W4416379819"],"related_works":["https://openalex.org/W7165943766","https://openalex.org/W4400010876","https://openalex.org/W3147191068","https://openalex.org/W6888804420","https://openalex.org/W4396652672","https://openalex.org/W4410866029","https://openalex.org/W7155186843","https://openalex.org/W4399289224","https://openalex.org/W4408089295","https://openalex.org/W4385252438"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-10-31T00:00:00"}