{"id":"https://openalex.org/W4403528772","doi":"https://doi.org/10.1016/j.eswa.2024.125563","title":"How to incorporate machine learning and microsimulation tools in travel demand forecasting in multi-modal networks","display_name":"How to incorporate machine learning and microsimulation tools in travel demand forecasting in multi-modal networks","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4403528772","doi":"https://doi.org/10.1016/j.eswa.2024.125563"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2024.125563","doi":"https://doi.org/10.1016/j.eswa.2024.125563","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2024.125563","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"volume":null,"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/A5055031570","display_name":"Mahmoud Owais","orcid":"https://orcid.org/0000-0002-1639-2120","observed_orcids":["https://orcid.org/0000-0002-1639-2120"]},"institutions":[{"id":"https://openalex.org/I4399598398","display_name":"Sphinx University","ror":"https://ror.org/0568jvs10","country_code":"EG","type":"education","lineage":["https://openalex.org/I4399598398"]},{"id":"https://openalex.org/I91041137","display_name":"Assiut University","ror":"https://ror.org/01jaj8n65","country_code":"EG","type":"education","lineage":["https://openalex.org/I91041137"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Mahmoud Owais","raw_affiliation_strings":["Civil Engineering Department, Faculty of Engineering, Assiut University, Assiut, Egypt","Civil Engineering Department, Faculty of Engineering, Sphinx University, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Faculty of Engineering, Assiut University, Assiut, Egypt","institution_ids":["https://openalex.org/I91041137"]},{"raw_affiliation_string":"Civil Engineering Department, Faculty of Engineering, Sphinx University, Egypt","institution_ids":["https://openalex.org/I4399598398"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055031570"],"corresponding_institution_ids":["https://openalex.org/I4399598398","https://openalex.org/I91041137"],"apc_list":{"value":3320,"currency":"USD","value_usd":3320},"apc_paid":null,"fwci":8.1197,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.9828809,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"262","issue":null,"first_page":"125563","last_page":"125563"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9520999789237976,"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"}},"topics":[{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9520999789237976,"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"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.019999999552965164,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.007499999832361937,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/travel-demand-forecasting","display_name":"travel demand forecasting","score":1.0},{"id":"https://openalex.org/keywords/multimodal-transportation-networks","display_name":"multimodal transport networks","score":0.8569999933242798},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.9629999995231628},{"id":"https://openalex.org/keywords/microsimulation","display_name":"microsimulation","score":0.9580000042915344},{"id":"https://openalex.org/keywords/transportation-planning","display_name":"transportation planning","score":0.7739999890327454},{"id":"https://openalex.org/keywords/forecasting-framework","display_name":"forecasting framework","score":0.8460000157356262}],"concepts":[{"id":"https://openalex.org/C2780015235","wikidata":"https://www.wikidata.org/wiki/Q1934035","display_name":"Microsimulation","level":2,"score":0.8367879390716553},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.7862691879272461},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.743331789970398},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.5616748332977295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49784016609191895},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4726898968219757},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3150368928909302},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.14234617352485657},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06818065047264099},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2024.125563","doi":"https://doi.org/10.1016/j.eswa.2024.125563","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2024.125563","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"},{"score":0.5142999887466431,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":156,"referenced_works":["https://openalex.org/W157032731","https://openalex.org/W583633997","https://openalex.org/W586868872","https://openalex.org/W587009042","https://openalex.org/W630650518","https://openalex.org/W643385459","https://openalex.org/W765307454","https://openalex.org/W943866045","https://openalex.org/W1118715256","https://openalex.org/W1124012037","https://openalex.org/W1503349161","https://openalex.org/W1514550500","https://openalex.org/W1551706628","https://openalex.org/W1575731279","https://openalex.org/W1583412610","https://openalex.org/W1583480384","https://openalex.org/W1585538041","https://openalex.org/W1587327795","https://openalex.org/W1598690575","https://openalex.org/W1758770057","https://openalex.org/W1965781244","https://openalex.org/W1967417749","https://openalex.org/W1967849610","https://openalex.org/W1968740528","https://openalex.org/W1969029112","https://openalex.org/W1969428227","https://openalex.org/W1970874363","https://openalex.org/W1973802188","https://openalex.org/W1974761862","https://openalex.org/W1978674451","https://openalex.org/W1981091005","https://openalex.org/W1989039724","https://openalex.org/W1990593228","https://openalex.org/W1990934052","https://openalex.org/W1991343448","https://openalex.org/W1998977556","https://openalex.org/W2001549036","https://openalex.org/W2006294405","https://openalex.org/W2007413277","https://openalex.org/W2010421823","https://openalex.org/W2014000398","https://openalex.org/W2015928840","https://openalex.org/W2017075885","https://openalex.org/W2019117789","https://openalex.org/W2020043462","https://openalex.org/W2021331599","https://openalex.org/W2022133628","https://openalex.org/W2023860100","https://openalex.org/W2039242002","https://openalex.org/W2039423859","https://openalex.org/W2044084929","https://openalex.org/W2044330657","https://openalex.org/W2049858788","https://openalex.org/W2050372222","https://openalex.org/W2051269020","https://openalex.org/W2051856662","https://openalex.org/W2052969057","https://openalex.org/W2055129405","https://openalex.org/W2055195882","https://openalex.org/W2056687471","https://openalex.org/W2062366357","https://openalex.org/W2062389694","https://openalex.org/W2063084231","https://openalex.org/W2063373746","https://openalex.org/W2071893341","https://openalex.org/W2073304306","https://openalex.org/W2077098973","https://openalex.org/W2081416540","https://openalex.org/W2082842034","https://openalex.org/W2084168524","https://openalex.org/W2091372472","https://openalex.org/W2095128033","https://openalex.org/W2096424131","https://openalex.org/W2105162206","https://openalex.org/W2113722549","https://openalex.org/W2116672822","https://openalex.org/W2118532172","https://openalex.org/W2125611194","https://openalex.org/W2128902784","https://openalex.org/W2129284678","https://openalex.org/W2129941695","https://openalex.org/W2142804835","https://openalex.org/W2148181870","https://openalex.org/W2150043433","https://openalex.org/W2152103203","https://openalex.org/W2153740685","https://openalex.org/W2160212884","https://openalex.org/W2162591074","https://openalex.org/W2168251117","https://openalex.org/W2169440812","https://openalex.org/W2286506520","https://openalex.org/W2318471662","https://openalex.org/W2323117550","https://openalex.org/W2334591607","https://openalex.org/W2501651730","https://openalex.org/W2502764931","https://openalex.org/W2510117607","https://openalex.org/W2515359330","https://openalex.org/W2531917367","https://openalex.org/W2556487516","https://openalex.org/W2563038829","https://openalex.org/W2585294711","https://openalex.org/W2748304484","https://openalex.org/W2754958937","https://openalex.org/W2776509196","https://openalex.org/W2805055973","https://openalex.org/W2809904692","https://openalex.org/W2903998127","https://openalex.org/W2912015020","https://openalex.org/W2938228221","https://openalex.org/W2940395066","https://openalex.org/W2979776533","https://openalex.org/W2981451207","https://openalex.org/W2993062611","https://openalex.org/W2997407406","https://openalex.org/W3000232226","https://openalex.org/W3002514921","https://openalex.org/W3007606974","https://openalex.org/W3013212367","https://openalex.org/W3014759277","https://openalex.org/W3021646562","https://openalex.org/W3034318884","https://openalex.org/W3039417839","https://openalex.org/W3046768971","https://openalex.org/W3047427364","https://openalex.org/W3080152297","https://openalex.org/W3086092522","https://openalex.org/W3088767540","https://openalex.org/W3089248009","https://openalex.org/W3094939183","https://openalex.org/W3101454199","https://openalex.org/W3107066629","https://openalex.org/W3127875913","https://openalex.org/W3131962917","https://openalex.org/W3148187679","https://openalex.org/W3214975222","https://openalex.org/W4200297544","https://openalex.org/W4220728645","https://openalex.org/W4230135499","https://openalex.org/W4242068126","https://openalex.org/W4283399792","https://openalex.org/W4285204689","https://openalex.org/W4285405251","https://openalex.org/W4288064597","https://openalex.org/W4313575733","https://openalex.org/W4321612253","https://openalex.org/W4381617811","https://openalex.org/W4385458632","https://openalex.org/W4387737254","https://openalex.org/W4388793352","https://openalex.org/W4390492410","https://openalex.org/W4390610714","https://openalex.org/W4400644280","https://openalex.org/W4401545649","https://openalex.org/W4403362926","https://openalex.org/W6631363351"],"related_works":["https://openalex.org/W2734702059","https://openalex.org/W2314715791","https://openalex.org/W3195102072","https://openalex.org/W2130804874","https://openalex.org/W568937696","https://openalex.org/W7203485056","https://openalex.org/W1932932960","https://openalex.org/W7100049283","https://openalex.org/W573200309","https://openalex.org/W2079253693"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-17T09:40:24.721904","created_date":"2024-10-19T00:00:00"}