{"id":"https://openalex.org/W4409426499","doi":"https://doi.org/10.1109/infoteh64129.2025.10959164","title":"Intelligent model for assessing the suitability of water based on its chemical and biological parameters","display_name":"Intelligent model for assessing the suitability of water based on its chemical and biological parameters","publication_year":2025,"publication_date":"2025-03-19","ids":{"openalex":"https://openalex.org/W4409426499","doi":"https://doi.org/10.1109/infoteh64129.2025.10959164"},"language":"en","primary_location":{"id":"doi:10.1109/infoteh64129.2025.10959164","doi":"https://doi.org/10.1109/infoteh64129.2025.10959164","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infoteh64129.2025.10959164","pdf_url":null,"source":{"id":"https://openalex.org/S7407086076","display_name":"International Symposium INFOTEH-JAHORINA (INFOTEH)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 24th International Symposium INFOTEH-JAHORINA (INFOTEH)","raw_type":"proceedings-article"},"volume":null,"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/A5020814128","display_name":"Yadviga Aleksandrovna Tynchenko","orcid":"https://orcid.org/0000-0001-8963-7830","observed_orcids":["https://orcid.org/0000-0001-8963-7830"]},"institutions":[{"id":"https://openalex.org/I177537411","display_name":"Bauman Moscow State Technical University","ror":"https://ror.org/00pb8h375","country_code":"RU","type":"education","lineage":["https://openalex.org/I177537411"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Yadviga Tynchenko","raw_affiliation_strings":["Bauman Moscow State Technical University,Artificial Intelligence Technology Scientific and Education Center,Moscow,Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bauman Moscow State Technical University,Artificial Intelligence Technology Scientific and Education Center,Moscow,Russia","institution_ids":["https://openalex.org/I177537411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045549119","display_name":"\u0412 \u0421 \u0422\u044b\u043d\u0447\u0435\u043d\u043a\u043e","orcid":"https://orcid.org/0000-0002-3959-2969","observed_orcids":["https://orcid.org/0000-0002-3959-2969","https://orcid.org/0000-0002-4017-4369"]},"institutions":[{"id":"https://openalex.org/I177537411","display_name":"Bauman Moscow State Technical University","ror":"https://ror.org/00pb8h375","country_code":"RU","type":"education","lineage":["https://openalex.org/I177537411"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Vadim Tynchenko","raw_affiliation_strings":["Bauman Moscow State Technical University,Artificial Intelligence Technology Scientific and Education Center,Moscow,Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bauman Moscow State Technical University,Artificial Intelligence Technology Scientific and Education Center,Moscow,Russia","institution_ids":["https://openalex.org/I177537411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051913481","display_name":"Ksenia Degtyareva","orcid":"https://orcid.org/0009-0003-6285-3017","observed_orcids":["https://orcid.org/0009-0003-6285-3017"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ksenia Degtyareva","raw_affiliation_strings":["Siberian State University of Science and Technology,Department of Systems Analysis and Operations Research Reshetnev,Krasnoyarsk,Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siberian State University of Science and Technology,Department of Systems Analysis and Operations Research Reshetnev,Krasnoyarsk,Russia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006238525","display_name":"G. M. Kuznetsov","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Georgy Kuznetsov","raw_affiliation_strings":["Siberian State University of Science and Technology,Department of Systems Analysis and Operations Research Reshetnev,Krasnoyarsk,Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siberian State University of Science and Technology,Department of Systems Analysis and Operations Research Reshetnev,Krasnoyarsk,Russia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5095837613","display_name":"Svetlana Vladislavovna Kukartseva","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177537411","display_name":"Bauman Moscow State Technical University","ror":"https://ror.org/00pb8h375","country_code":"RU","type":"education","lineage":["https://openalex.org/I177537411"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Svetlana Kukartseva","raw_affiliation_strings":["Moscow State Technical University,Center for Continuing Education Bauman,Moscow,Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Moscow State Technical University,Center for Continuing Education Bauman,Moscow,Russia","institution_ids":["https://openalex.org/I177537411"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":62.188,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.99954965,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11634","display_name":"Water Quality and Pollution Assessment","score":0.48019999265670776,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T11634","display_name":"Water Quality and Pollution Assessment","score":0.48019999265670776,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.33230000734329224,"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"}},{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.08780000358819962,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Waste Management and Disposal"},"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/water-quality-classification","display_name":"water quality classification","score":0.9190000295639038},{"id":"https://openalex.org/keywords/drinking-water","display_name":"drinking water","score":0.9010000228881836},{"id":"https://openalex.org/keywords/industrial-water","display_name":"industrial water","score":0.968999981880188},{"id":"https://openalex.org/keywords/agricultural-water","display_name":"agricultural water","score":0.9490000009536743},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"gradient boosting","score":0.9039999842643738},{"id":"https://openalex.org/keywords/water-resources-monitoring","display_name":"water resources monitoring","score":0.6349999904632568},{"id":"https://openalex.org/keywords/synthetic-dataset","display_name":"synthetic dataset","score":0.47999998927116394}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5696192979812622},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.40803903341293335},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19513848423957825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infoteh64129.2025.10959164","doi":"https://doi.org/10.1109/infoteh64129.2025.10959164","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infoteh64129.2025.10959164","pdf_url":null,"source":{"id":"https://openalex.org/S7407086076","display_name":"International Symposium INFOTEH-JAHORINA (INFOTEH)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 24th International Symposium INFOTEH-JAHORINA (INFOTEH)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":1.0,"display_name":"Clean water and sanitation"}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/6","score":0.5099999904632568,"display_name":"Clean water and sanitation"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W4391234839","https://openalex.org/W4391686705","https://openalex.org/W4393253030","https://openalex.org/W4400276965","https://openalex.org/W4400297833","https://openalex.org/W4400297952","https://openalex.org/W4400298292","https://openalex.org/W4400579787","https://openalex.org/W4400648896","https://openalex.org/W4401227260","https://openalex.org/W4401622988","https://openalex.org/W4401911233","https://openalex.org/W4402577679","https://openalex.org/W4402859602","https://openalex.org/W4403255934","https://openalex.org/W4403256868","https://openalex.org/W4403378485","https://openalex.org/W4403586857","https://openalex.org/W4403775012","https://openalex.org/W4404828251","https://openalex.org/W4404828623"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,11,92],"study":[4,32,87],"on":[5,23,57,97],"the":[6,31,45,58,71,89,116,124,127,135,138,147,171,180,204],"development":[7],"and":[8,25,38,53,79,111,140,154,188,206],"testing":[9],"of":[10,30,47,60,91,115,137,146,182,192,208],"machine":[12],"learning":[13],"model":[14,40,139,148,173],"for":[15,73,162,199],"classifying":[16],"water":[17,48,98,183,201],"according":[18],"to":[19,34,122,133,178],"its":[20,61,142],"purpose,":[21],"based":[22,56],"chemical":[24],"microbiological":[26],"indicators.":[27],"The":[28,64,86,113,144,190],"aim":[29],"is":[33,168],"create":[35],"an":[36],"accurate":[37],"stable":[39],"that":[41,170],"can":[42,174],"effectively":[43],"determine":[44],"categories":[46],"\u2014":[49,55],"drinking,":[50],"industrial,":[51],"agricultural":[52],"technical":[54],"analysis":[59,114,181],"qualitative":[62],"characteristics.":[63],"gradient":[65],"boosting":[66],"method":[67],"was":[68,149],"chosen":[69],"as":[70,101],"algorithm":[72],"classification,":[74],"which":[75,129,157],"demonstrated":[76,158],"high":[77],"accuracy":[78],"reliability":[80,207],"when":[81],"working":[82],"with":[83],"multidimensional":[84],"data.":[85],"included":[88],"processing":[90],"synthetic":[93],"dataset":[94],"containing":[95],"information":[96],"parameters":[99],"such":[100],"calcium":[102],"concentration,":[103],"total":[104],"bacterial":[105],"content,":[106],"phosphate":[107],"levels,":[108],"alkalinity,":[109],"sulfates":[110],"oxidizability.":[112],"correlation":[117],"matrix":[118],"made":[119,130],"it":[120,131,167],"possible":[121,132],"identify":[123],"relationships":[125],"between":[126],"features,":[128],"optimize":[134],"operation":[136],"improve":[141],"accuracy.":[143],"quality":[145,184,209],"tested":[150],"using":[151],"accuracy,":[152],"completeness":[153],"F1-score":[155],"metrics,":[156],"almost":[159],"perfect":[160],"results":[161],"all":[163],"categories.":[164],"In":[165],"conclusion,":[166],"concluded":[169],"proposed":[172],"be":[175],"successfully":[176],"used":[177],"automate":[179],"in":[185],"ecology,":[186],"industry":[187],"agriculture.":[189],"use":[191],"intelligent":[193],"technologies":[194],"opens":[195],"up":[196],"new":[197],"opportunities":[198],"monitoring":[200],"resources,":[202],"increasing":[203],"efficiency":[205],"control.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":14}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2025-10-10T00:00:00"}