{"id":"https://openalex.org/W4361008711","doi":"https://doi.org/10.1007/s00521-023-08304-7","title":"iTabNet: an improved neural network for tabular data and its application to predict socioeconomic and environmental attributes","display_name":"iTabNet: an improved neural network for tabular data and its application to predict socioeconomic and environmental attributes","publication_year":2023,"publication_date":"2023-03-27","ids":{"openalex":"https://openalex.org/W4361008711","doi":"https://doi.org/10.1007/s00521-023-08304-7"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-023-08304-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-08304-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5014312349","display_name":"Junmin Liu","orcid":"https://orcid.org/0000-0002-1462-7248"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junmin Liu","raw_affiliation_strings":["School of Mathematics and Statistics, Xi\u2019an Jiaotong University, No. 28, Xianning West Road, Xi\u2019an, 710049, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi\u2019an Jiaotong University, No. 28, Xianning West Road, Xi\u2019an, 710049, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100419137","display_name":"Tian Tian","orcid":"https://orcid.org/0000-0003-0148-4900"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Tian","raw_affiliation_strings":["School of Mathematics and Statistics, Xi\u2019an Jiaotong University, No. 28, Xianning West Road, Xi\u2019an, 710049, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi\u2019an Jiaotong University, No. 28, Xianning West Road, Xi\u2019an, 710049, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100684450","display_name":"Yunxia Liu","orcid":"https://orcid.org/0000-0002-5183-6735"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunxia Liu","raw_affiliation_strings":["Zhou Enlai School of Government, Nankai University, 38 Tongyan Road, Jinnan District, Tianjin, 300350, China"],"affiliations":[{"raw_affiliation_string":"Zhou Enlai School of Government, Nankai University, 38 Tongyan Road, Jinnan District, Tianjin, 300350, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021888597","display_name":"Sufeng Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112488","display_name":"China Special Equipment Inspection and Research Institute","ror":"https://ror.org/01fmwwp26","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112488"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sufeng Hu","raw_affiliation_strings":["China Special Equipment Inspection and Research Institute, Beijing, 100029, China"],"affiliations":[{"raw_affiliation_string":"China Special Equipment Inspection and Research Institute, Beijing, 100029, China","institution_ids":["https://openalex.org/I4210112488"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100393519","display_name":"Mengyao Li","orcid":"https://orcid.org/0000-0002-3284-3462"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyao Li","raw_affiliation_strings":["School of Mathematics and Statistics, Xi\u2019an Jiaotong University, No. 28, Xianning West Road, Xi\u2019an, 710049, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi\u2019an Jiaotong University, No. 28, Xianning West Road, Xi\u2019an, 710049, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100684450"],"corresponding_institution_ids":["https://openalex.org/I205237279"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":5.1704,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.95415025,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"35","issue":"15","first_page":"11389","last_page":"11402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9472000002861023,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.886214017868042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.73347008228302},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.6314617991447449},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6134418845176697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6111168265342712},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5269378423690796},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5123451948165894},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49099496006965637},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4705239534378052},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4288303554058075}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.886214017868042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.73347008228302},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6314617991447449},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6134418845176697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6111168265342712},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5269378423690796},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5123451948165894},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49099496006965637},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4705239534378052},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4288303554058075},{"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/s00521-023-08304-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-08304-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.46000000834465027,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G4210075541","display_name":null,"funder_award_id":"62276208","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2008183828","https://openalex.org/W2055992762","https://openalex.org/W2057442840","https://openalex.org/W2083061291","https://openalex.org/W2091085232","https://openalex.org/W2125283600","https://openalex.org/W2133757074","https://openalex.org/W2173315138","https://openalex.org/W2194775991","https://openalex.org/W2295598076","https://openalex.org/W2584924584","https://openalex.org/W2588118061","https://openalex.org/W2588420218","https://openalex.org/W2622755869","https://openalex.org/W2770820547","https://openalex.org/W2778581938","https://openalex.org/W2787862659","https://openalex.org/W2790440883","https://openalex.org/W2793486043","https://openalex.org/W2797928606","https://openalex.org/W2810818231","https://openalex.org/W2886958107","https://openalex.org/W2888470868","https://openalex.org/W2898085636","https://openalex.org/W2911964244","https://openalex.org/W2919115771","https://openalex.org/W2939078500","https://openalex.org/W2948978827","https://openalex.org/W2960924854","https://openalex.org/W2963123139","https://openalex.org/W2963578416","https://openalex.org/W2986764770","https://openalex.org/W2999806019","https://openalex.org/W3015764311","https://openalex.org/W3033969337","https://openalex.org/W3036949266","https://openalex.org/W3039167561","https://openalex.org/W3042633958","https://openalex.org/W3063110676","https://openalex.org/W3099802519","https://openalex.org/W3099985666","https://openalex.org/W3101704389","https://openalex.org/W3110030261","https://openalex.org/W3122678879","https://openalex.org/W3174086521","https://openalex.org/W3186869931","https://openalex.org/W3202428668","https://openalex.org/W3209389041","https://openalex.org/W4200332650","https://openalex.org/W4229035465","https://openalex.org/W4252208101","https://openalex.org/W4298530302","https://openalex.org/W6600605178"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4311431240","https://openalex.org/W4312407344","https://openalex.org/W4384115502","https://openalex.org/W4226258012","https://openalex.org/W2146739527"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2025-10-10T00:00:00"}
