{"id":"https://openalex.org/W4406621497","doi":"https://doi.org/10.1007/s13198-025-02710-x","title":"A flood expert system using machine learning and IoT: warning, detection, and prediction","display_name":"A flood expert system using machine learning and IoT: warning, detection, and prediction","publication_year":2025,"publication_date":"2025-01-20","ids":{"openalex":"https://openalex.org/W4406621497","doi":"https://doi.org/10.1007/s13198-025-02710-x"},"language":"en","primary_location":{"id":"doi:10.1007/s13198-025-02710-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-025-02710-x","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"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":"International Journal of System Assurance Engineering and Management","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/A5115950687","display_name":"Soleyman Nezhadbasaidu","orcid":null},"institutions":[{"id":"https://openalex.org/I180634299","display_name":"University of Sistan and Baluchestan","ror":"https://ror.org/02n43xw86","country_code":"IR","type":"education","lineage":["https://openalex.org/I180634299"]},{"id":"https://openalex.org/I192209268","display_name":"Shaoxing University","ror":"https://ror.org/0435tej63","country_code":"CN","type":"education","lineage":["https://openalex.org/I192209268"]}],"countries":["CN","IR"],"is_corresponding":false,"raw_author_name":"Soleyman Nezhadbasaidu","raw_affiliation_strings":["Institute of Artificial Intelligence, Shaoxing University, Shaoxing, Zhejiang, 312000, People\u2019s Republic of China","University of Sistan and Baluchestan, Zahedan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence, Shaoxing University, Shaoxing, Zhejiang, 312000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I192209268"]},{"raw_affiliation_string":"University of Sistan and Baluchestan, Zahedan, Iran","institution_ids":["https://openalex.org/I180634299"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006042809","display_name":"Mehdi Gheisari","orcid":"https://orcid.org/0000-0002-5643-0021"},"institutions":[{"id":"https://openalex.org/I192209268","display_name":"Shaoxing University","ror":"https://ror.org/0435tej63","country_code":"CN","type":"education","lineage":["https://openalex.org/I192209268"]},{"id":"https://openalex.org/I4210089559","display_name":"Shenzhen Metro (China)","ror":"https://ror.org/008hpge95","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210089559"]},{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]},{"id":"https://openalex.org/I91138267","display_name":"Islamic Azad University of Shiraz","ror":"https://ror.org/03xbchh53","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I91138267"]}],"countries":["CN","IN","IR"],"is_corresponding":true,"raw_author_name":"Mehdi Gheisari","raw_affiliation_strings":["Department of Computer Engineering, Shiraz Branch, Islamic Azad University, Shiraz, Iran","Department of R&D, Shenzhen BKD Co.LTD, Shenzhen, China","Department of computer science and Engineering, Saveetha School of engineering, Saveetha Institute of Medical and Technical Science, Tamil Nadu, India","Institute of Artificial Intelligence, Shaoxing University, Shaoxing, Zhejiang, 312000, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-5643-0021","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Shiraz Branch, Islamic Azad University, Shiraz, Iran","institution_ids":["https://openalex.org/I91138267"]},{"raw_affiliation_string":"Department of R&D, Shenzhen BKD Co.LTD, Shenzhen, China","institution_ids":["https://openalex.org/I4210089559"]},{"raw_affiliation_string":"Department of computer science and Engineering, Saveetha School of engineering, Saveetha Institute of Medical and Technical Science, Tamil Nadu, India","institution_ids":["https://openalex.org/I85461943"]},{"raw_affiliation_string":"Institute of Artificial Intelligence, Shaoxing University, Shaoxing, Zhejiang, 312000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I192209268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115950688","display_name":"Alireza Kheyrkhah","orcid":null},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Alireza Kheyrkhah","raw_affiliation_strings":["University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044254393","display_name":"Mohammad Hossein Modirrousta","orcid":null},"institutions":[{"id":"https://openalex.org/I80543232","display_name":"K.N.Toosi University of Technology","ror":"https://ror.org/0433abe34","country_code":"IR","type":"education","lineage":["https://openalex.org/I80543232"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Hossein Modirrousta","raw_affiliation_strings":["K. N. Toosi University of Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"K. N. Toosi University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I80543232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101667821","display_name":"Xiuqing Wang","orcid":"https://orcid.org/0000-0003-1723-3583"},"institutions":[{"id":"https://openalex.org/I192209268","display_name":"Shaoxing University","ror":"https://ror.org/0435tej63","country_code":"CN","type":"education","lineage":["https://openalex.org/I192209268"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuqing Wang","raw_affiliation_strings":["Institute of Artificial Intelligence, Shaoxing University, Shaoxing, Zhejiang, 312000, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence, Shaoxing University, Shaoxing, Zhejiang, 312000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I192209268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037695595","display_name":"Sherif Moussa","orcid":"https://orcid.org/0000-0002-9803-0405"},"institutions":[{"id":"https://openalex.org/I186129607","display_name":"Canadian University of Dubai","ror":"https://ror.org/029zgsn59","country_code":"AE","type":"education","lineage":["https://openalex.org/I186129607"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sherif Moussa","raw_affiliation_strings":["Canadian University of Dubai, Dubai, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canadian University of Dubai, Dubai, United Arab Emirates","institution_ids":["https://openalex.org/I186129607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027414795","display_name":"Hemn Barzan Abdalla","orcid":"https://orcid.org/0000-0002-3637-0447"},"institutions":[{"id":"https://openalex.org/I4210153668","display_name":"Wenzhou-Kean University","ror":"https://ror.org/05609xa16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153668"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hemn Barzan Abdalla","raw_affiliation_strings":["Department of Computer Science, Wenzhou-Kean University, Wenzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wenzhou-Kean University, Wenzhou, China","institution_ids":["https://openalex.org/I4210153668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024711193","display_name":"Belal Abuhaija","orcid":"https://orcid.org/0000-0002-7964-6327"},"institutions":[{"id":"https://openalex.org/I4210153668","display_name":"Wenzhou-Kean University","ror":"https://ror.org/05609xa16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153668"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Belal Abuhaija","raw_affiliation_strings":["Department of Computer Science, Wenzhou-Kean University, Wenzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wenzhou-Kean University, Wenzhou, China","institution_ids":["https://openalex.org/I4210153668"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5006042809"],"corresponding_institution_ids":["https://openalex.org/I192209268","https://openalex.org/I4210089559","https://openalex.org/I85461943","https://openalex.org/I91138267"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":6.2082,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.96349719,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"16","issue":"3","first_page":"1106","last_page":"1122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9763000011444092,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7503324747085571},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.5866613388061523},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5321425795555115},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.5090672373771667},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4630776345729828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4159901738166809},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35863685607910156},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3490593433380127},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24798798561096191},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10220849514007568},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.05948534607887268}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7503324747085571},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.5866613388061523},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5321425795555115},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.5090672373771667},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4630776345729828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4159901738166809},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35863685607910156},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3490593433380127},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24798798561096191},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10220849514007568},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.05948534607887268},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s13198-025-02710-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-025-02710-x","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"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":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:ijsaem:v:16:y:2025:i:3:d:10.1007_s13198-025-02710-x","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s13198-025-02710-x","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2133990480","https://openalex.org/W2464644474","https://openalex.org/W2735263275","https://openalex.org/W2782249463","https://openalex.org/W2786416403","https://openalex.org/W2803242201","https://openalex.org/W2902957437","https://openalex.org/W2966527208","https://openalex.org/W2970719564","https://openalex.org/W2984432579","https://openalex.org/W2984529943","https://openalex.org/W2985924486","https://openalex.org/W2991336573","https://openalex.org/W3091923529","https://openalex.org/W3108333826","https://openalex.org/W3130404188","https://openalex.org/W3131527186","https://openalex.org/W3153826410","https://openalex.org/W3189693140","https://openalex.org/W4220688375","https://openalex.org/W4225149351","https://openalex.org/W4323358443","https://openalex.org/W4392387551","https://openalex.org/W4397014661","https://openalex.org/W4398243663","https://openalex.org/W4399050227","https://openalex.org/W4399337197","https://openalex.org/W4400895424","https://openalex.org/W4401107724"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660","https://openalex.org/W4238100021"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7}],"updated_date":"2026-06-17T06:14:20.161405","created_date":"2025-10-10T00:00:00"}