{"id":"https://openalex.org/W4412920964","doi":"https://doi.org/10.1007/978-3-031-94862-6_9","title":"Analyzing Biogas Production in Livestock Farms Using Explainable Machine Learning","display_name":"Analyzing Biogas Production in Livestock Farms Using Explainable Machine Learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412920964","doi":"https://doi.org/10.1007/978-3-031-94862-6_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-94862-6_9","doi":"https://doi.org/10.1007/978-3-031-94862-6_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-94862-6_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210219319","display_name":"International series in management science/operations research/International series in operations research & management science","issn_l":"0884-8289","issn":["0884-8289","2214-7934"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Series in Operations Research &amp; Management Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4412920880","display_name":"Machine Learning Technologies on Energy Economics and Finance"},"type":"book-chapter","is_traditional":true,"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/A5017544654","display_name":"Md. Mahedi Hassan","orcid":"https://orcid.org/0000-0001-9815-8284","observed_orcids":["https://orcid.org/0000-0001-9815-8284"]},"institutions":[{"id":"https://openalex.org/I50583767","display_name":"World University of Bangladesh","ror":"https://ror.org/0324fh017","country_code":"BD","type":"education","lineage":["https://openalex.org/I50583767"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Mahedi Hassan","raw_affiliation_strings":["Department of Computer Science and Engineering, World University of Bangladesh, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, World University of Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I50583767"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mahira Shamim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I894293524","display_name":"University of Chittagong","ror":"https://ror.org/01173vs27","country_code":"BD","type":"education","lineage":["https://openalex.org/I894293524"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mahira Shamim","raw_affiliation_strings":["Department of Finance, University of Chittagong, Chittagong, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Finance, University of Chittagong, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I894293524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018164116","display_name":"Mahmudul Hasan","orcid":"https://orcid.org/0000-0002-6942-1343","observed_orcids":["https://orcid.org/0000-0002-6942-1343"]},"institutions":[{"id":"https://openalex.org/I197842652","display_name":"Hajee Mohammad Danesh Science and Technology University","ror":"https://ror.org/00kvxt616","country_code":"BD","type":"education","lineage":["https://openalex.org/I197842652"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mahmudul Hasan","raw_affiliation_strings":["Department of Computer Science and Engineering, Hajee Mohammad Danesh Science and Technology University, Dinajpur, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Hajee Mohammad Danesh Science and Technology University, Dinajpur, Bangladesh","institution_ids":["https://openalex.org/I197842652"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115752946","display_name":"Md Amir Hamja","orcid":"https://orcid.org/0009-0002-1551-7726","observed_orcids":["https://orcid.org/0009-0002-1551-7726"]},"institutions":[{"id":"https://openalex.org/I197842652","display_name":"Hajee Mohammad Danesh Science and Technology University","ror":"https://ror.org/00kvxt616","country_code":"BD","type":"education","lineage":["https://openalex.org/I197842652"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md Amir Hamja","raw_affiliation_strings":["Department of Statistics, Hajee Mohammad Danesh Science and Technology University, Dinajpur, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Hajee Mohammad Danesh Science and Technology University, Dinajpur, Bangladesh","institution_ids":["https://openalex.org/I197842652"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069582388","display_name":"Kaniz Fatema","orcid":"https://orcid.org/0000-0002-1615-5918","observed_orcids":["https://orcid.org/0000-0002-1615-5918","https://orcid.org/0009-0007-7990-1061","https://orcid.org/0000-0002-0787-5403"]},"institutions":[{"id":"https://openalex.org/I197842652","display_name":"Hajee Mohammad Danesh Science and Technology University","ror":"https://ror.org/00kvxt616","country_code":"BD","type":"education","lineage":["https://openalex.org/I197842652"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Kanij Fatema","raw_affiliation_strings":["Department of Computer Science and Engineering, Hajee Mohammad Danesh Science and Technology University, Dinajpur, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Hajee Mohammad Danesh Science and Technology University, Dinajpur, Bangladesh","institution_ids":["https://openalex.org/I197842652"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092273936","display_name":"Sudipto Roy Pritom","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sudipto Roy Pritom","raw_affiliation_strings":["Department Computer Science and Engineering, American International University of Bangladesh, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Computer Science and Engineering, American International University of Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"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":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"199","last_page":"225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10284","display_name":"Anaerobic Digestion and Biogas Production","score":0.8461999893188477,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10284","display_name":"Anaerobic Digestion and Biogas Production","score":0.8461999893188477,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.05959999933838844,"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/T13691","display_name":"Energy, Environment, Agriculture Analysis","score":0.0348999984562397,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/biogas-production-prediction","display_name":"biogas production prediction","score":0.8920000195503235},{"id":"https://openalex.org/keywords/livestock-farms","display_name":"livestock farms","score":0.9610000252723694},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.8379999995231628},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.8489999771118164},{"id":"https://openalex.org/keywords/lightgbm","display_name":"LightGBM","score":1.0},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"gradient boosting","score":0.41499999165534973},{"id":"https://openalex.org/keywords/feature-importance","display_name":"feature importance","score":0.6079999804496765},{"id":"https://openalex.org/keywords/training-test-split-ratio","display_name":"training-test split ratio","score":0.5199999809265137},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"renewable energy","score":0.8429999947547913},{"id":"https://openalex.org/keywords/greenhouse-gas-emissions-reduction","display_name":"greenhouse gas emissions reduction","score":0.7329999804496765}],"concepts":[{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.7343268394470215},{"id":"https://openalex.org/C112964050","wikidata":"https://www.wikidata.org/wiki/Q103459","display_name":"Livestock","level":2,"score":0.6441606283187866},{"id":"https://openalex.org/C2994333036","wikidata":"https://www.wikidata.org/wiki/Q171076","display_name":"Biogas production","level":4,"score":0.622717022895813},{"id":"https://openalex.org/C75212476","wikidata":"https://www.wikidata.org/wiki/Q171076","display_name":"Biogas","level":2,"score":0.48793670535087585},{"id":"https://openalex.org/C37621935","wikidata":"https://www.wikidata.org/wiki/Q3606845","display_name":"Agricultural science","level":1,"score":0.37516263127326965},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.37279796600341797},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.34427785873413086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32330167293548584},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.30163276195526123},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25837934017181396},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.18937435746192932},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.16850578784942627},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14293727278709412},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07806748151779175},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.07395872473716736},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.057200610637664795},{"id":"https://openalex.org/C499616599","wikidata":"https://www.wikidata.org/wiki/Q555853","display_name":"Anaerobic digestion","level":3,"score":0.0},{"id":"https://openalex.org/C516920438","wikidata":"https://www.wikidata.org/wiki/Q37129","display_name":"Methane","level":2,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-94862-6_9","doi":"https://doi.org/10.1007/978-3-031-94862-6_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-94862-6_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210219319","display_name":"International series in management science/operations research/International series in operations research & management science","issn_l":"0884-8289","issn":["0884-8289","2214-7934"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Series in Operations Research &amp; Management Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9853000044822693,"id":"https://metadata.un.org/sdg/7"},{"display_name":"Climate action","score":0.821399986743927,"id":"https://metadata.un.org/sdg/13"},{"display_name":"Responsible consumption and production","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/12"},{"display_name":"Industry, innovation and infrastructure","score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Zero hunger","score":0.40450000762939453,"id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2007324918","https://openalex.org/W2040506628","https://openalex.org/W2137983211","https://openalex.org/W2487770199","https://openalex.org/W2522720754","https://openalex.org/W2564070960","https://openalex.org/W2735307140","https://openalex.org/W2755270355","https://openalex.org/W2790112340","https://openalex.org/W2803626565","https://openalex.org/W2912704538","https://openalex.org/W2991816849","https://openalex.org/W2995574841","https://openalex.org/W3003543471","https://openalex.org/W3200525656","https://openalex.org/W4206130810","https://openalex.org/W4206841040","https://openalex.org/W4288754524","https://openalex.org/W4297094148","https://openalex.org/W4319771297","https://openalex.org/W4366376869","https://openalex.org/W4377832166","https://openalex.org/W4378188804","https://openalex.org/W4388568654","https://openalex.org/W4388574644","https://openalex.org/W4393146186","https://openalex.org/W4393312713","https://openalex.org/W4393312766","https://openalex.org/W4394580070","https://openalex.org/W4400648785"],"related_works":["https://openalex.org/W4412729871","https://openalex.org/W4393107627","https://openalex.org/W4411067259","https://openalex.org/W4410923238","https://openalex.org/W4387400096","https://openalex.org/W4366417877","https://openalex.org/W4390748521","https://openalex.org/W4224300789","https://openalex.org/W7215713450","https://openalex.org/W2912704538"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2025-10-10T00:00:00"}
