{"id":"https://openalex.org/W4386193500","doi":"https://doi.org/10.1007/s11042-023-16177-0","title":"Road pothole detection from smartphone sensor data using improved LSTM","display_name":"Road pothole detection from smartphone sensor data using improved LSTM","publication_year":2023,"publication_date":"2023-08-26","ids":{"openalex":"https://openalex.org/W4386193500","doi":"https://doi.org/10.1007/s11042-023-16177-0"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-16177-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-16177-0","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools 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/A5100646143","display_name":"Prabhat K. Singh","orcid":"https://orcid.org/0000-0002-4612-547X"},"institutions":[{"id":"https://openalex.org/I105454292","display_name":"Guru Gobind Singh Indraprastha University","ror":"https://ror.org/034q1za58","country_code":"IN","type":"education","lineage":["https://openalex.org/I105454292"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Prabhat Singh","raw_affiliation_strings":["Department of Computer Science, Amity School of Engineering and Technology, Noida, Uttar Pradesh, 201301, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Amity School of Engineering and Technology, Noida, Uttar Pradesh, 201301, India","institution_ids":["https://openalex.org/I105454292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069714415","display_name":"Ahmed E. Kamal","orcid":"https://orcid.org/0000-0002-6631-3478"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed E. Kamal","raw_affiliation_strings":["Department of Electrical and Computer Engineering at Iowa State University, Ames, IA, 50011, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering at Iowa State University, Ames, IA, 50011, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109547912","display_name":"Abhay Bansal","orcid":null},"institutions":[{"id":"https://openalex.org/I105454292","display_name":"Guru Gobind Singh Indraprastha University","ror":"https://ror.org/034q1za58","country_code":"IN","type":"education","lineage":["https://openalex.org/I105454292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhay Bansal","raw_affiliation_strings":["Department of Computer Science, Amity School of Engineering and Technology, Noida, Uttar Pradesh, 201301, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Amity School of Engineering and Technology, Noida, Uttar Pradesh, 201301, India","institution_ids":["https://openalex.org/I105454292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106695650","display_name":"Sunil Kumar","orcid":"https://orcid.org/0000-0002-7470-4225"},"institutions":[{"id":"https://openalex.org/I105454292","display_name":"Guru Gobind Singh Indraprastha University","ror":"https://ror.org/034q1za58","country_code":"IN","type":"education","lineage":["https://openalex.org/I105454292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sunil Kumar","raw_affiliation_strings":["Department of Computer Science, Amity School of Engineering and Technology, Noida, Uttar Pradesh, 201301, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Amity School of Engineering and Technology, Noida, Uttar Pradesh, 201301, India","institution_ids":["https://openalex.org/I105454292"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100646143"],"corresponding_institution_ids":["https://openalex.org/I105454292"],"apc_list":null,"apc_paid":null,"fwci":3.8627,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.93839429,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"83","issue":"9","first_page":"26009","last_page":"26030"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998999834060669,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998999834060669,"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/T12233","display_name":"Geotechnical Engineering and Underground Structures","score":0.9793999791145325,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.975600004196167,"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/pothole","display_name":"Pothole (geology)","score":0.9981484413146973},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.8231038451194763},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8070289492607117},{"id":"https://openalex.org/keywords/gyroscope","display_name":"Gyroscope","score":0.7403954863548279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5258470177650452},{"id":"https://openalex.org/keywords/road-surface","display_name":"Road surface","score":0.5251973867416382},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4336183965206146},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.414861798286438},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32756999135017395}],"concepts":[{"id":"https://openalex.org/C2776023743","wikidata":"https://www.wikidata.org/wiki/Q7234907","display_name":"Pothole (geology)","level":2,"score":0.9981484413146973},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.8231038451194763},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8070289492607117},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.7403954863548279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5258470177650452},{"id":"https://openalex.org/C2780042925","wikidata":"https://www.wikidata.org/wiki/Q1049667","display_name":"Road surface","level":2,"score":0.5251973867416382},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4336183965206146},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.414861798286438},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32756999135017395},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C5900021","wikidata":"https://www.wikidata.org/wiki/Q163082","display_name":"Petrology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11042-023-16177-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-16177-0","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:repository.londonmet.ac.uk:9899","is_oa":false,"landing_page_url":"https://repository.londonmet.ac.uk/9899/1/LSTM_Multimedia_2.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400140","display_name":"London Met Repository (London Metropolitan University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126193024","host_organization_name":"London Metropolitan University","host_organization_lineage":["https://openalex.org/I126193024"],"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":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W426634604","https://openalex.org/W1491796421","https://openalex.org/W1970917709","https://openalex.org/W2178280787","https://openalex.org/W2336427774","https://openalex.org/W2614267756","https://openalex.org/W2789238015","https://openalex.org/W2790484447","https://openalex.org/W2800343216","https://openalex.org/W2804720619","https://openalex.org/W2889230014","https://openalex.org/W2894821558","https://openalex.org/W2908669831","https://openalex.org/W2936286953","https://openalex.org/W2938260150","https://openalex.org/W2947568086","https://openalex.org/W2951940080","https://openalex.org/W2955726953","https://openalex.org/W2965435055","https://openalex.org/W2969350702","https://openalex.org/W2971541730","https://openalex.org/W2996303017","https://openalex.org/W3000602481","https://openalex.org/W3006380048","https://openalex.org/W3010799168","https://openalex.org/W3015627474","https://openalex.org/W3033755024","https://openalex.org/W3038779645","https://openalex.org/W3043481597","https://openalex.org/W3045846530","https://openalex.org/W3087776899","https://openalex.org/W3088936717","https://openalex.org/W3091461723","https://openalex.org/W3215527721","https://openalex.org/W4212839314","https://openalex.org/W4242515098","https://openalex.org/W4284689627"],"related_works":["https://openalex.org/W2356006086","https://openalex.org/W2545168295","https://openalex.org/W2365897603","https://openalex.org/W4234814094","https://openalex.org/W2156308897","https://openalex.org/W4303613760","https://openalex.org/W2361871310","https://openalex.org/W2417246878","https://openalex.org/W1982154684","https://openalex.org/W2404620998"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}