{"id":"https://openalex.org/W4406846234","doi":"https://doi.org/10.1007/s12065-024-01015-5","title":"Hybrid PSO-GA Optimization for Enhancing Decision Tree Performance in Soil Classification and Crop Cultivation Prediction","display_name":"Hybrid PSO-GA Optimization for Enhancing Decision Tree Performance in Soil Classification and Crop Cultivation Prediction","publication_year":2025,"publication_date":"2025-01-27","ids":{"openalex":"https://openalex.org/W4406846234","doi":"https://doi.org/10.1007/s12065-024-01015-5"},"language":"en","primary_location":{"id":"doi:10.1007/s12065-024-01015-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12065-024-01015-5","pdf_url":null,"source":{"id":"https://openalex.org/S182392644","display_name":"Evolutionary Intelligence","issn_l":"1864-5909","issn":["1864-5909","1864-5917"],"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":"Evolutionary Intelligence","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/A5102586194","display_name":"Fardowsi Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I61946498","display_name":"Primeasia University","ror":"https://ror.org/05297fh87","country_code":"BD","type":"education","lineage":["https://openalex.org/I61946498"]},{"id":"https://openalex.org/I315729180","display_name":"Noakhali Science and Technology University","ror":"https://ror.org/05q9we431","country_code":"BD","type":"education","lineage":["https://openalex.org/I315729180"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Fardowsi Rahman","raw_affiliation_strings":["Department of Computer Science and Engineering, Primeasia University, Dhaka, 1213, Bangladesh","Department of Information and Communication Engineering, Noakhali Science and Technology University, Noakhali, 3814, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Primeasia University, Dhaka, 1213, Bangladesh","institution_ids":["https://openalex.org/I61946498"]},{"raw_affiliation_string":"Department of Information and Communication Engineering, Noakhali Science and Technology University, Noakhali, 3814, Bangladesh","institution_ids":["https://openalex.org/I315729180"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102842793","display_name":"Md. Ashikur Rahman Khan","orcid":"https://orcid.org/0000-0001-8242-6213"},"institutions":[{"id":"https://openalex.org/I315729180","display_name":"Noakhali Science and Technology University","ror":"https://ror.org/05q9we431","country_code":"BD","type":"education","lineage":["https://openalex.org/I315729180"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Ashikur Rahman Khan","raw_affiliation_strings":["Department of Information and Communication Engineering, Noakhali Science and Technology University, Noakhali, 3814, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Noakhali Science and Technology University, Noakhali, 3814, Bangladesh","institution_ids":["https://openalex.org/I315729180"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104084062","display_name":"Mahbubul Alam","orcid":null},"institutions":[{"id":"https://openalex.org/I315729180","display_name":"Noakhali Science and Technology University","ror":"https://ror.org/05q9we431","country_code":"BD","type":"education","lineage":["https://openalex.org/I315729180"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mahbubul Alam","raw_affiliation_strings":["Department of Information and Communication Engineering, Noakhali Science and Technology University, Noakhali, 3814, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Noakhali Science and Technology University, Noakhali, 3814, Bangladesh","institution_ids":["https://openalex.org/I315729180"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102586194"],"corresponding_institution_ids":["https://openalex.org/I315729180","https://openalex.org/I61946498"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":24.7802,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.99543243,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9649999737739563,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9605000019073486,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8109961748123169},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6649560332298279},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.481145977973938},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4713135361671448},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46500927209854126},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46350592374801636},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.42376959323883057},{"id":"https://openalex.org/keywords/crop-management","display_name":"Crop management","score":0.4179297387599945},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.40224191546440125},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.4003809094429016},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.14283403754234314},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12323728203773499}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8109961748123169},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6649560332298279},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.481145977973938},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4713135361671448},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46500927209854126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46350592374801636},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.42376959323883057},{"id":"https://openalex.org/C2988270110","wikidata":"https://www.wikidata.org/wiki/Q17080711","display_name":"Crop management","level":3,"score":0.4179297387599945},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.40224191546440125},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.4003809094429016},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.14283403754234314},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12323728203773499},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12065-024-01015-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12065-024-01015-5","pdf_url":null,"source":{"id":"https://openalex.org/S182392644","display_name":"Evolutionary Intelligence","issn_l":"1864-5909","issn":["1864-5909","1864-5917"],"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":"Evolutionary Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1987441152","https://openalex.org/W1992156648","https://openalex.org/W2030870425","https://openalex.org/W2039673215","https://openalex.org/W2050248642","https://openalex.org/W2072965968","https://openalex.org/W2175867575","https://openalex.org/W2292696872","https://openalex.org/W2589996472","https://openalex.org/W2889774448","https://openalex.org/W2904079136","https://openalex.org/W2906949176","https://openalex.org/W2913553497","https://openalex.org/W2922402679","https://openalex.org/W2967565346","https://openalex.org/W2967711958","https://openalex.org/W2975419774","https://openalex.org/W3012292080","https://openalex.org/W3088769717","https://openalex.org/W3095436647","https://openalex.org/W3106761698","https://openalex.org/W3121105570","https://openalex.org/W3124401621","https://openalex.org/W3128061848","https://openalex.org/W3135495544","https://openalex.org/W3155615299","https://openalex.org/W3161575378","https://openalex.org/W3199475877","https://openalex.org/W3200100229","https://openalex.org/W3208136893","https://openalex.org/W3216955664","https://openalex.org/W4207038069","https://openalex.org/W4212927463","https://openalex.org/W4214495458","https://openalex.org/W4303986803","https://openalex.org/W4311059252","https://openalex.org/W4312052792","https://openalex.org/W4312359045","https://openalex.org/W4313414920","https://openalex.org/W4318476459","https://openalex.org/W4323922250","https://openalex.org/W4385725647","https://openalex.org/W4386572629","https://openalex.org/W4389104064","https://openalex.org/W4391519673"],"related_works":["https://openalex.org/W2591672004","https://openalex.org/W1982169401","https://openalex.org/W2356463514","https://openalex.org/W4319437832","https://openalex.org/W2592385415","https://openalex.org/W2030894524","https://openalex.org/W4243803609","https://openalex.org/W2350430350","https://openalex.org/W2623725391","https://openalex.org/W102063058"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}