{"id":"https://openalex.org/W2892437484","doi":"https://doi.org/10.3390/rs10101538","title":"A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides","display_name":"A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides","publication_year":2018,"publication_date":"2018-09-25","ids":{"openalex":"https://openalex.org/W2892437484","doi":"https://doi.org/10.3390/rs10101538","mag":"2892437484"},"language":"en","primary_location":{"id":"doi:10.3390/rs10101538","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10101538","pdf_url":"https://www.mdpi.com/2072-4292/10/10/1538/pdf?version=1545816157","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/10/10/1538/pdf?version=1545816157","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076352077","display_name":"Dieu Tien Bui","orcid":"https://orcid.org/0000-0001-5161-6479"},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Dieu Tien Bui","raw_affiliation_strings":["Faculty of Environment and Labour Safety, Ton Duc Thang University, Ho Chi Minh City, Vietnam","Geographic Information Science Research Group, Ton Duc Thang University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Environment and Labour Safety, Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]},{"raw_affiliation_string":"Geographic Information Science Research Group, Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091211368","display_name":"Himan Shahabi","orcid":null},"institutions":[{"id":"https://openalex.org/I3124704065","display_name":"University of Kurdistan","ror":"https://ror.org/04k89yk85","country_code":"IR","type":"education","lineage":["https://openalex.org/I3124704065"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Himan Shahabi","raw_affiliation_strings":["Department of Geomorphology, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Geomorphology, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran","institution_ids":["https://openalex.org/I3124704065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063537118","display_name":"Ataollah Shirzadi","orcid":"https://orcid.org/0000-0001-9668-8687"},"institutions":[{"id":"https://openalex.org/I3124704065","display_name":"University of Kurdistan","ror":"https://ror.org/04k89yk85","country_code":"IR","type":"education","lineage":["https://openalex.org/I3124704065"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ataollah Shirzadi","raw_affiliation_strings":["Department of Rangeland and Watershed Management, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Rangeland and Watershed Management, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran","institution_ids":["https://openalex.org/I3124704065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051623706","display_name":"Kamran Chapi","orcid":"https://orcid.org/0000-0002-9466-665X"},"institutions":[{"id":"https://openalex.org/I3124704065","display_name":"University of Kurdistan","ror":"https://ror.org/04k89yk85","country_code":"IR","type":"education","lineage":["https://openalex.org/I3124704065"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Kamran Chapi","raw_affiliation_strings":["Department of Rangeland and Watershed Management, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Rangeland and Watershed Management, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran","institution_ids":["https://openalex.org/I3124704065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038919661","display_name":"Nhat\u2010Duc Hoang","orcid":"https://orcid.org/0000-0001-9450-4637"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nhat-Duc Hoang","raw_affiliation_strings":["Faculty of Civil Engineering, Institute of Research and Development, Duy Tan University, P809-K7/25 Quang Trung, Danang 550000, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, Institute of Research and Development, Duy Tan University, P809-K7/25 Quang Trung, Danang 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029814958","display_name":"Binh Thai Pham","orcid":"https://orcid.org/0000-0001-9707-840X"},"institutions":[{"id":"https://openalex.org/I4210138918","display_name":"University Of Transport Technology","ror":"https://ror.org/04dp8y877","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210138918"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Binh Pham","raw_affiliation_strings":["Geotechnical Engineering and Artificial Intelligence Research Group (GEOAI), University of Transport Technology, Hanoi 100803, Vietnam"],"affiliations":[{"raw_affiliation_string":"Geotechnical Engineering and Artificial Intelligence Research Group (GEOAI), University of Transport Technology, Hanoi 100803, Vietnam","institution_ids":["https://openalex.org/I4210138918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059530250","display_name":"Quang\u2010Thanh Bui","orcid":"https://orcid.org/0000-0002-5059-9731"},"institutions":[{"id":"https://openalex.org/I67868205","display_name":"VNU University of Science","ror":"https://ror.org/05w54hk79","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841","https://openalex.org/I67868205"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Quang-Thanh Bui","raw_affiliation_strings":["Faculty of Geography, VNU University of Science, 334 Nguyen Trai, ThanhXuan, Hanoi 100803, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Geography, VNU University of Science, 334 Nguyen Trai, ThanhXuan, Hanoi 100803, Vietnam","institution_ids":["https://openalex.org/I67868205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018524441","display_name":"Chuyen Trung Tran","orcid":"https://orcid.org/0000-0001-7802-9397"},"institutions":[{"id":"https://openalex.org/I29199639","display_name":"Hanoi University of Mining and Geology","ror":"https://ror.org/01rw3qm79","country_code":"VN","type":"education","lineage":["https://openalex.org/I29199639"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Chuyen-Trung Tran","raw_affiliation_strings":["Faculty of Information Technology, Hanoi University of Mining and Geology, Pho Vien, Bac Tu Liem, Hanoi 100803, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Hanoi University of Mining and Geology, Pho Vien, Bac Tu Liem, Hanoi 100803, Vietnam","institution_ids":["https://openalex.org/I29199639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056706783","display_name":"Mahdi Panahi","orcid":"https://orcid.org/0000-0001-7601-9208"},"institutions":[{"id":"https://openalex.org/I183067279","display_name":"Islamic Azad University North Tehran Branch","ror":"https://ror.org/00sb1nr29","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I183067279"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mahdi Panahi","raw_affiliation_strings":["Young Researchers and Elites Club, North Tehran Branch, Islamic Azad University, Tehran P.O. Box 19585/466, Iran"],"affiliations":[{"raw_affiliation_string":"Young Researchers and Elites Club, North Tehran Branch, Islamic Azad University, Tehran P.O. Box 19585/466, Iran","institution_ids":["https://openalex.org/I183067279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110285224","display_name":"Baharin Bin Ahmad","orcid":null},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Baharin Bin Ahmad","raw_affiliation_strings":["Department of Geoinformation, Faculty of Geoinformation and Real Estate, Universiti Teknologi Malaysia (UTM), 81310 Johor Bahru, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Geoinformation, Faculty of Geoinformation and Real Estate, Universiti Teknologi Malaysia (UTM), 81310 Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077439959","display_name":"Saro Lee","orcid":"https://orcid.org/0000-0003-0409-8263"},"institutions":[{"id":"https://openalex.org/I4210142421","display_name":"Korea Institute of Geoscience and Mineral Resources","ror":"https://ror.org/044k0pw44","country_code":"KR","type":"facility","lineage":["https://openalex.org/I4210142421"]},{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Lee Saro","raw_affiliation_strings":["Department of Geophysical Exploration, Korea University of Science and Technology, 217, Gajeong-ro Yuseong-gu, Daejeon 34113, Korea","Geological Research Division, Korea Institute of Geoscience and Mineral Resources (KIGAM), 124, Gwahak-ro Yuseong-gu, Daejeon 34132, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Geophysical Exploration, Korea University of Science and Technology, 217, Gajeong-ro Yuseong-gu, Daejeon 34113, Korea","institution_ids":["https://openalex.org/I88761825"]},{"raw_affiliation_string":"Geological Research Division, Korea Institute of Geoscience and Mineral Resources (KIGAM), 124, Gwahak-ro Yuseong-gu, Daejeon 34132, Korea","institution_ids":["https://openalex.org/I4210142421"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5077439959","https://openalex.org/A5091211368"],"corresponding_institution_ids":["https://openalex.org/I3124704065","https://openalex.org/I4210142421","https://openalex.org/I88761825"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":43.582,"has_fulltext":true,"cited_by_count":102,"citation_normalized_percentile":{"value":0.99812619,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"10","issue":"10","first_page":"1538","last_page":"1538"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10535","display_name":"Landslides and related hazards","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9869999885559082,"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/T12293","display_name":"Dam Engineering and Safety","score":0.9729999899864197,"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/support-vector-machine","display_name":"Support vector machine","score":0.7723563313484192},{"id":"https://openalex.org/keywords/landslide","display_name":"Landslide","score":0.7269464731216431},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6909634470939636},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6486960649490356},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6192979216575623},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.5948358178138733},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5537824034690857},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5227939486503601},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5192204117774963},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.49642330408096313},{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.4776362478733063},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.4587554931640625},{"id":"https://openalex.org/keywords/imperialist-competitive-algorithm","display_name":"Imperialist competitive algorithm","score":0.42775923013687134},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15793496370315552},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.1436205804347992},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.12543922662734985},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11039066314697266}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7723563313484192},{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.7269464731216431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6909634470939636},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6486960649490356},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6192979216575623},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.5948358178138733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5537824034690857},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5227939486503601},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5192204117774963},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.49642330408096313},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.4776362478733063},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4587554931640625},{"id":"https://openalex.org/C101219045","wikidata":"https://www.wikidata.org/wiki/Q10859646","display_name":"Imperialist competitive algorithm","level":4,"score":0.42775923013687134},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15793496370315552},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.1436205804347992},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.12543922662734985},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11039066314697266},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs10101538","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10101538","pdf_url":"https://www.mdpi.com/2072-4292/10/10/1538/pdf?version=1545816157","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6d70a05c30554aa68ed44580925103ff","is_oa":true,"landing_page_url":"https://doaj.org/article/6d70a05c30554aa68ed44580925103ff","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 10, Iss 10, p 1538 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/10/10/1538/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs10101538","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 10; Issue 10; Pages: 1538","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs10101538","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10101538","pdf_url":"https://www.mdpi.com/2072-4292/10/10/1538/pdf?version=1545816157","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G1001717021","display_name":null,"funder_award_id":"J130000","funder_id":"https://openalex.org/F4320323300","funder_display_name":"Universiti Teknologi Malaysia"},{"id":"https://openalex.org/G3269459234","display_name":null,"funder_award_id":"Q.J13000","funder_id":"https://openalex.org/F4320323300","funder_display_name":"Universiti Teknologi Malaysia"},{"id":"https://openalex.org/G5430719551","display_name":null,"funder_award_id":"Q.J130000.2527.17H84","funder_id":"https://openalex.org/F4320323300","funder_display_name":"Universiti Teknologi Malaysia"}],"funders":[{"id":"https://openalex.org/F4320322097","display_name":"Korea Institute of Geoscience and Mineral Resources","ror":"https://ror.org/044k0pw44"},{"id":"https://openalex.org/F4320323300","display_name":"Universiti Teknologi Malaysia","ror":"https://ror.org/026w31v75"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2892437484.pdf","grobid_xml":"https://content.openalex.org/works/W2892437484.grobid-xml"},"referenced_works_count":134,"referenced_works":["https://openalex.org/W37548659","https://openalex.org/W977406996","https://openalex.org/W1017529620","https://openalex.org/W1057892209","https://openalex.org/W1533836873","https://openalex.org/W1555930968","https://openalex.org/W1952549409","https://openalex.org/W1964529706","https://openalex.org/W1974616554","https://openalex.org/W1976188291","https://openalex.org/W1977069065","https://openalex.org/W1979486410","https://openalex.org/W1983631475","https://openalex.org/W1986382962","https://openalex.org/W1987342969","https://openalex.org/W1988650824","https://openalex.org/W1988988192","https://openalex.org/W1989158271","https://openalex.org/W1992329860","https://openalex.org/W1993503838","https://openalex.org/W1996933066","https://openalex.org/W2001617968","https://openalex.org/W2003049509","https://openalex.org/W2006080919","https://openalex.org/W2007086979","https://openalex.org/W2012118327","https://openalex.org/W2022164739","https://openalex.org/W2029324310","https://openalex.org/W2031550988","https://openalex.org/W2033011996","https://openalex.org/W2035549409","https://openalex.org/W2038161859","https://openalex.org/W2040698615","https://openalex.org/W2042229599","https://openalex.org/W2042951326","https://openalex.org/W2045076638","https://openalex.org/W2045446319","https://openalex.org/W2045518796","https://openalex.org/W2046766224","https://openalex.org/W2053280690","https://openalex.org/W2054036854","https://openalex.org/W2056214587","https://openalex.org/W2060382151","https://openalex.org/W2061160968","https://openalex.org/W2062710265","https://openalex.org/W2063958435","https://openalex.org/W2064776222","https://openalex.org/W2065949495","https://openalex.org/W2075513266","https://openalex.org/W2078964569","https://openalex.org/W2080134555","https://openalex.org/W2082622325","https://openalex.org/W2087983598","https://openalex.org/W2089645904","https://openalex.org/W2096961829","https://openalex.org/W2097698267","https://openalex.org/W2103333826","https://openalex.org/W2108791835","https://openalex.org/W2120630093","https://openalex.org/W2122910451","https://openalex.org/W2130114970","https://openalex.org/W2134702142","https://openalex.org/W2134955829","https://openalex.org/W2137486440","https://openalex.org/W2137512539","https://openalex.org/W2158698691","https://openalex.org/W2165979967","https://openalex.org/W2171612326","https://openalex.org/W2193898033","https://openalex.org/W2200394127","https://openalex.org/W2205158676","https://openalex.org/W2205658384","https://openalex.org/W2221487567","https://openalex.org/W2223806373","https://openalex.org/W2229346331","https://openalex.org/W2302845239","https://openalex.org/W2342016430","https://openalex.org/W2343905117","https://openalex.org/W2346511712","https://openalex.org/W2369478263","https://openalex.org/W2443678480","https://openalex.org/W2475379415","https://openalex.org/W2489814317","https://openalex.org/W2494631484","https://openalex.org/W2524483710","https://openalex.org/W2533677567","https://openalex.org/W2567854072","https://openalex.org/W2569048090","https://openalex.org/W2589052052","https://openalex.org/W2591059985","https://openalex.org/W2604664392","https://openalex.org/W2610585665","https://openalex.org/W2615890952","https://openalex.org/W2617146439","https://openalex.org/W2621028994","https://openalex.org/W2624145307","https://openalex.org/W2755533000","https://openalex.org/W2758350461","https://openalex.org/W2761899361","https://openalex.org/W2762568546","https://openalex.org/W2769668329","https://openalex.org/W2779353635","https://openalex.org/W2781233062","https://openalex.org/W2784075164","https://openalex.org/W2789099021","https://openalex.org/W2789555074","https://openalex.org/W2789751949","https://openalex.org/W2791665776","https://openalex.org/W2792324107","https://openalex.org/W2793051107","https://openalex.org/W2793729791","https://openalex.org/W2793831793","https://openalex.org/W2795103316","https://openalex.org/W2796900783","https://openalex.org/W2807698901","https://openalex.org/W2880239935","https://openalex.org/W2884193264","https://openalex.org/W2884613110","https://openalex.org/W2887953559","https://openalex.org/W2890029039","https://openalex.org/W2891625068","https://openalex.org/W2892199264","https://openalex.org/W3121315161","https://openalex.org/W4214677429","https://openalex.org/W4244913371","https://openalex.org/W4285719527","https://openalex.org/W6633352089","https://openalex.org/W6675969814","https://openalex.org/W6676234565","https://openalex.org/W6680216138","https://openalex.org/W6697565008","https://openalex.org/W6704218329","https://openalex.org/W6708204273","https://openalex.org/W6753443700"],"related_works":["https://openalex.org/W2389676928","https://openalex.org/W3169474304","https://openalex.org/W2369104181","https://openalex.org/W3201652628","https://openalex.org/W4212972401","https://openalex.org/W2389287188","https://openalex.org/W70668483","https://openalex.org/W3106883776","https://openalex.org/W2950100253","https://openalex.org/W2615020820"],"abstract_inverted_index":{"This":[0,50],"research":[1],"aims":[2],"at":[3],"proposing":[4],"a":[5,54,172,212],"new":[6,109],"artificial":[7],"intelligence":[8],"approach":[9,110],"(namely":[10],"RVM-ICA)":[11],"which":[12],"is":[13,211],"based":[14,90,175],"on":[15,91,176],"the":[16,22,73,79,94,108,120,123,133,136,145,178,207,223],"Relevance":[17],"Vector":[18],"Machine":[19],"(RVM)":[20],"and":[21,58,93,101,119,150,180,196,219],"Imperialist":[23],"Competitive":[24],"Algorithm":[25],"(ICA)":[26],"optimization":[27],"for":[28,68],"landslide":[29,55,60,69,86,227],"susceptibility":[30,70,87],"modeling.":[31],"A":[32,85],"Geographic":[33],"Information":[34,80],"System":[35],"(GIS)":[36],"spatial":[37],"database":[38,52,96],"was":[39,76,97,111],"generated":[40],"from":[41],"Lang":[42,46],"Son":[43,47],"city":[44],"in":[45,72,222],"province":[48],"(Vietnam).":[49],"GIS":[51,95],"includes":[53],"inventory":[56],"map":[57],"fourteen":[59],"conditioning":[61],"factors.":[62],"The":[63,104,159,183,202],"suitability":[64],"of":[65,107,115,135,161,186,190,225],"these":[66],"factors":[67],"modeling":[71],"study":[74,163],"area":[75,121],"verified":[77],"by":[78,99,113],"Gain":[81],"Ratio":[82],"(IGR)":[83],"technique.":[84],"prediction":[88,102],"model":[89,210],"RVM-ICA":[92,166,187],"established":[98],"training":[100,179],"phases.":[103],"predictive":[105,184],"capability":[106,185],"evaluated":[112],"calculations":[114],"sensitivity,":[116],"specificity,":[117],"accuracy,":[118],"under":[122],"Receiver":[124],"Operating":[125],"Characteristic":[126],"curve":[127],"(AUC).":[128],"In":[129],"addition,":[130],"to":[131,216],"assess":[132],"applicability":[134],"proposed":[137,209],"model,":[138],"two":[139],"state-of-the-art":[140],"soft":[141],"computing":[142],"techniques":[143],"including":[144],"support":[146],"vector":[147],"machine":[148],"(SVM)":[149],"logistic":[151],"regression":[152],"(LR)":[153],"were":[154],"used":[155],"as":[156],"benchmark":[157],"methods.":[158],"results":[160,204],"this":[162],"show":[164],"that":[165,206],"with":[167,192,198],"AUC":[168,193,199],"=":[169,194,200],"0.92":[170],"achieved":[171],"high":[173],"goodness-of-fit":[174],"both":[177],"testing":[181],"datasets.":[182],"outperformed":[188],"those":[189],"SVM":[191],"0.91":[195],"LR":[197],"0.87.":[201],"experimental":[203],"confirm":[205],"newly":[208],"very":[213],"promising":[214],"alternative":[215],"assist":[217],"planners":[218],"decision":[220],"makers":[221],"task":[224],"managing":[226],"prone":[228],"areas.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":23},{"year":2019,"cited_by_count":32},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}