{"id":"https://openalex.org/W7155652016","doi":"https://doi.org/10.1145/3789418.3789419","title":"Expert Systems for Soil Detection Using Deep Learning Techniques","display_name":"Expert Systems for Soil Detection Using Deep Learning Techniques","publication_year":2025,"publication_date":"2025-12-12","ids":{"openalex":"https://openalex.org/W7155652016","doi":"https://doi.org/10.1145/3789418.3789419"},"language":null,"primary_location":{"id":"doi:10.1145/3789418.3789419","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3789418.3789419","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Algorithms, Computing and Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3789418.3789419","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077628726","display_name":"Ahmad T. Abdulsadda","orcid":"https://orcid.org/0000-0001-9283-9679"},"institutions":[{"id":"https://openalex.org/I4210155527","display_name":"Al-Furat Al-Awsat Technical University","ror":"https://ror.org/04hsvhf62","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210155527"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ahmad T. Abdulsadda","raw_affiliation_strings":["Commnuication Technical Engineering, AlFurat Al Awast Techniquel university, Al Najaf, Iraq,"],"raw_orcid":"https://orcid.org/0000-0002-7912-0392","affiliations":[{"raw_affiliation_string":"Commnuication Technical Engineering, AlFurat Al Awast Techniquel university, Al Najaf, Iraq,","institution_ids":["https://openalex.org/I4210155527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134605645","display_name":"Nabeel K. Alboudhaideh","orcid":"https://orcid.org/0000-0002-0121-0005"},"institutions":[{"id":"https://openalex.org/I2799923299","display_name":"University of Alkafeel","ror":"https://ror.org/05qxq4371","country_code":"IQ","type":"education","lineage":["https://openalex.org/I2799923299"]},{"id":"https://openalex.org/I4210155527","display_name":"Al-Furat Al-Awsat Technical University","ror":"https://ror.org/04hsvhf62","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210155527"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Nabeel K. Alboudhaideh","raw_affiliation_strings":["civil, AlFurat Al Awast Techniquel university, Al Najaf, Iraq,"],"raw_orcid":"https://orcid.org/0000-0002-0121-0005","affiliations":[{"raw_affiliation_string":"civil, AlFurat Al Awast Techniquel university, Al Najaf, Iraq,","institution_ids":["https://openalex.org/I2799923299","https://openalex.org/I4210155527"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5134579078","display_name":"Dhurgham A. Al_Hamdani","orcid":"https://orcid.org/0000-0003-2768-6236"},"institutions":[{"id":"https://openalex.org/I2799923299","display_name":"University of Alkafeel","ror":"https://ror.org/05qxq4371","country_code":"IQ","type":"education","lineage":["https://openalex.org/I2799923299"]},{"id":"https://openalex.org/I4210155527","display_name":"Al-Furat Al-Awsat Technical University","ror":"https://ror.org/04hsvhf62","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210155527"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Dhurgham A. Al_Hamdani","raw_affiliation_strings":["civil, AlFurat Al Awast Techniquel university, Al Najaf, Iraq,"],"raw_orcid":"https://orcid.org/0000-0003-2768-6236","affiliations":[{"raw_affiliation_string":"civil, AlFurat Al Awast Techniquel university, Al Najaf, Iraq,","institution_ids":["https://openalex.org/I2799923299","https://openalex.org/I4210155527"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.80508072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.11819999665021896,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.11819999665021896,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11952","display_name":"Landfill Environmental Impact Studies","score":0.05290000140666962,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.042100001126527786,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.679099977016449},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5508000254631042},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.5246999859809875},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.3499999940395355},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.3199999928474426}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.679099977016449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5939000248908997},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5784000158309937},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5543000102043152},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5508000254631042},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.5246999859809875},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38989999890327454},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.3499999940395355},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.3199999928474426},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2768000066280365},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3789418.3789419","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3789418.3789419","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Algorithms, Computing and Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3789418.3789419","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3789418.3789419","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Algorithms, Computing and Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.5244871377944946,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1967865200","https://openalex.org/W1978820282","https://openalex.org/W1998334181","https://openalex.org/W2003686097","https://openalex.org/W2018856187","https://openalex.org/W2027165709","https://openalex.org/W2077262972","https://openalex.org/W2077458446","https://openalex.org/W2161257182","https://openalex.org/W2790958440","https://openalex.org/W3047991505"],"related_works":[],"abstract_inverted_index":{"Artificial":[0],"neural":[1],"networks":[2],"(ANNs)":[3],"are":[4],"nowadays":[5],"accepted":[6],"as":[7,69],"an":[8],"alternative":[9],"technology":[10],"offering":[11],"a":[12,31,54],"way":[13],"to":[14,27,29,52,61,73,87,95,105],"tackle":[15],"complex":[16,55],"and":[17,42,57,80,85,125,135],"ill-defined":[18],"problems.":[19],"The":[20,63],"main":[21],"aims":[22],"of":[23,34,77],"this":[24],"paper":[25],"is":[26,113],"trying":[28],"attempt":[30],"correlate":[32],"some":[33],"easy":[35],"soil":[36,48],"properties":[37,49],"that":[38,50],"can":[39],"conduct":[40],"easily":[41],"low":[43],"time":[44,59],"consume":[45,60],"with":[46],"other":[47],"need":[51],"adopt":[53],"procedure":[56],"more":[58],"conducted.":[62],"study":[64],"objectives":[65],"may":[66],"be":[67],"summarized":[68],"Develop":[70],"correlation":[71],"models":[72,94,132],"estimate":[74,96],"the":[75,97,110,115,126,130,137],"value":[76,120],"SO3,":[78],"OM,":[79],"TSS":[81],"by":[82,101],"performing":[83,102],"SRA":[84],"MRA":[86],"determine":[88,106],"accurate":[89,107],"correlation,":[90],"then":[91],"develop":[92],"ANNs":[93],"mentioned":[98,133],"outputs":[99],"above":[100,134],"MLP":[103],"model":[104],"model.":[108],"Then":[109],"final":[111],"objective":[112],"Compare":[114],"results":[116],"gained":[117,121,128],"from":[118,122,129],"exact":[119],"laboratory":[123],"exterminates":[124],"values":[127],"two":[131],"suggesting":[136],"recommended":[138],"one.":[139]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-04-26T00:00:00"}
