{"id":"https://openalex.org/W4321238586","doi":"https://doi.org/10.1007/s10462-023-10422-6","title":"Predicting total sediment load transport in rivers using regression techniques, extreme learning and deep learning models","display_name":"Predicting total sediment load transport in rivers using regression techniques, extreme learning and deep learning models","publication_year":2023,"publication_date":"2023-02-17","ids":{"openalex":"https://openalex.org/W4321238586","doi":"https://doi.org/10.1007/s10462-023-10422-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-023-10422-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-023-10422-6","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"article","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/A5047683921","display_name":"Deepti Shakya","orcid":null},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepti Shakya","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology Patna, Patna, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Patna, Patna, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048101513","display_name":"Vishal Deshpande","orcid":"https://orcid.org/0000-0002-8808-6608"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vishal Deshpande","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Indian Institute of Technology Patna, Patna, India"],"raw_orcid":"https://orcid.org/0000-0002-8808-6608","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Indian Institute of Technology Patna, Patna, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066935717","display_name":"Bimlesh Kumar","orcid":"https://orcid.org/0000-0001-6001-8411"},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bimlesh Kumar","raw_affiliation_strings":["Department of Civil Engineering, Indian Institute of Technology Guwahati, Guwahati, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Indian Institute of Technology Guwahati, Guwahati, India","institution_ids":["https://openalex.org/I1317621060"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076160843","display_name":"Mayank Agarwal","orcid":"https://orcid.org/0000-0002-6374-6737"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mayank Agarwal","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology Patna, Patna, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Patna, Patna, India","institution_ids":["https://openalex.org/I132153292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048101513"],"corresponding_institution_ids":["https://openalex.org/I132153292"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":6.9996,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.97290893,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"56","issue":"9","first_page":"10067","last_page":"10098"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10577","display_name":"Hydrology and Sediment Transport Processes","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10577","display_name":"Hydrology and Sediment Transport Processes","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12022","display_name":"Hydraulic flow and structures","score":0.9908000230789185,"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/extreme-learning-machine","display_name":"Extreme learning machine","score":0.8473556041717529},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.7972903251647949},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.6706457734107971},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6017969846725464},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5601661801338196},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5530324578285217},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.5438715219497681},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.5239213109016418},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.47888773679733276},{"id":"https://openalex.org/keywords/pearson-product-moment-correlation-coefficient","display_name":"Pearson product-moment correlation coefficient","score":0.4783063232898712},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.44876548647880554},{"id":"https://openalex.org/keywords/sediment","display_name":"Sediment","score":0.4386341869831085},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4125107526779175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4050913155078888},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40201446413993835},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3477397561073303},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3232061266899109},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.127109557390213}],"concepts":[{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.8473556041717529},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.7972903251647949},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.6706457734107971},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6017969846725464},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5601661801338196},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5530324578285217},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5438715219497681},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.5239213109016418},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.47888773679733276},{"id":"https://openalex.org/C55078378","wikidata":"https://www.wikidata.org/wiki/Q1136628","display_name":"Pearson product-moment correlation coefficient","level":2,"score":0.4783063232898712},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.44876548647880554},{"id":"https://openalex.org/C2816523","wikidata":"https://www.wikidata.org/wiki/Q180184","display_name":"Sediment","level":2,"score":0.4386341869831085},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4125107526779175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4050913155078888},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40201446413993835},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3477397561073303},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3232061266899109},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.127109557390213},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-023-10422-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-023-10422-6","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W93135601","https://openalex.org/W119608532","https://openalex.org/W263879264","https://openalex.org/W1666751831","https://openalex.org/W1990839062","https://openalex.org/W1996533558","https://openalex.org/W1998280422","https://openalex.org/W1999336222","https://openalex.org/W2056857902","https://openalex.org/W2059442061","https://openalex.org/W2079605721","https://openalex.org/W2087859628","https://openalex.org/W2089659381","https://openalex.org/W2099093517","https://openalex.org/W2100595623","https://openalex.org/W2104609361","https://openalex.org/W2111072639","https://openalex.org/W2120544827","https://openalex.org/W2153015989","https://openalex.org/W2162563859","https://openalex.org/W2179759512","https://openalex.org/W2212209912","https://openalex.org/W2313350192","https://openalex.org/W2731744252","https://openalex.org/W2792465482","https://openalex.org/W2942777038","https://openalex.org/W3007372356","https://openalex.org/W3082453278","https://openalex.org/W4232956672","https://openalex.org/W4239510810","https://openalex.org/W4239824568","https://openalex.org/W4253641612","https://openalex.org/W4389912639"],"related_works":["https://openalex.org/W357196361","https://openalex.org/W3109425891","https://openalex.org/W2027314909","https://openalex.org/W1036938216","https://openalex.org/W2113714434","https://openalex.org/W2377792686","https://openalex.org/W4200439127","https://openalex.org/W829658220","https://openalex.org/W3096637473","https://openalex.org/W2946560178"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
