{"id":"https://openalex.org/W2080016583","doi":"https://doi.org/10.1109/icmlc.2010.5580915","title":"Soil fertility grading with Bayesian Network transfer learning","display_name":"Soil fertility grading with Bayesian Network transfer learning","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2080016583","doi":"https://doi.org/10.1109/icmlc.2010.5580915","mag":"2080016583"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2010.5580915","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5580915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"},"type":"conference-paper","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/A5090556916","display_name":"Haiyang Jia","orcid":"https://orcid.org/0000-0003-0951-6671"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai-Yang Jia","raw_affiliation_strings":["College of Computer Science and Technology ; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China","College of Computer Science and Technology","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology ; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"College of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359218","display_name":"Juan Chen","orcid":"https://orcid.org/0000-0002-9116-6449"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Chen","raw_affiliation_strings":["College of Computer Science and Technology ; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China","College of Computer Science and Technology","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology ; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"College of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695378","display_name":"Helong Yu","orcid":"https://orcid.org/0000-0001-7107-585X"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210152006","display_name":"Jilin Agricultural University","ror":"https://ror.org/05dmhhd41","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152006"]},{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He-Long Yu","raw_affiliation_strings":["College of Computer Science and Technology ; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China","College of Information technology, Jilin agricultural University, Changchun, Jilin, China","College of Computer Science and Technology","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology ; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"College of Information technology, Jilin agricultural University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I4210152006"]},{"raw_affiliation_string":"College of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103088617","display_name":"Dayou Liu","orcid":"https://orcid.org/0000-0002-2746-6527"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Da-You Liu","raw_affiliation_strings":["College of Computer Science and Technology ; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China","College of Computer Science and Technology","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology ; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"College of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.19240842,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1159","last_page":"1163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9979000091552734,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9927999973297119,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.721708357334137},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.511987030506134},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5117037296295166},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4947373569011688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4789293706417084},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4775049090385437},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4722031056880951},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3296390771865845},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10785087943077087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.721708357334137},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.511987030506134},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5117037296295166},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4947373569011688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4789293706417084},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4775049090385437},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4722031056880951},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3296390771865845},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10785087943077087},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2010.5580915","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5580915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W99485931","https://openalex.org/W1481285460","https://openalex.org/W1517993545","https://openalex.org/W1537072773","https://openalex.org/W1813877927","https://openalex.org/W1964505066","https://openalex.org/W1983690667","https://openalex.org/W1988814833","https://openalex.org/W2008906462","https://openalex.org/W2051361808","https://openalex.org/W2108723060","https://openalex.org/W2123470622","https://openalex.org/W2130420534","https://openalex.org/W2159080219","https://openalex.org/W2165698076","https://openalex.org/W2168175751","https://openalex.org/W2170112109","https://openalex.org/W2894257070","https://openalex.org/W2913340405","https://openalex.org/W2914746235","https://openalex.org/W4236354166","https://openalex.org/W6628649191","https://openalex.org/W6638550799","https://openalex.org/W6684207430"],"related_works":["https://openalex.org/W2064165679","https://openalex.org/W1588461101","https://openalex.org/W3208525924","https://openalex.org/W2591833644","https://openalex.org/W2885058781","https://openalex.org/W3127248583","https://openalex.org/W1552490082","https://openalex.org/W4236439135","https://openalex.org/W2189583758","https://openalex.org/W3009904625"],"abstract_inverted_index":{"Soil":[0],"fertility":[1],"grading":[2],"is":[3,24],"an":[4],"important":[5],"issue":[6],"in":[7,19],"the":[8,52,61,64,68,72,81,84],"agriculture":[9],"domain,":[10],"AI":[11],"based":[12,40],"approach":[13],"has":[14],"been":[15],"applied":[16],"recently.":[17],"But":[18],"most":[20],"circumstance":[21],"data":[22],"obtaining":[23],"a":[25,37],"expensive":[26],"and":[27,67],"time":[28],"consuming":[29],"procedure,":[30],"sometimes":[31],"even":[32],"impossible.":[33],"This":[34],"paper":[35],"presents":[36],"Bayesian":[38],"Network":[39],"transfer":[41],"learning":[42,65],"algorithm.":[43,85],"The":[44,56],"existing":[45],"training":[46],"results":[47],"can":[48],"be":[49],"transferred":[50],"between":[51,63],"nearby":[53],"land":[54,73],"squares.":[55,74],"proposed":[57],"algorithm":[58],"considers":[59],"both":[60],"similarity":[62],"task":[66],"geographical":[69],"position":[70],"of":[71,83],"Empirical":[75],"experiment":[76],"were":[77],"implemented":[78],"to":[79],"prove":[80],"efficiency":[82]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
