{"id":"https://openalex.org/W2175296248","doi":"https://doi.org/10.1016/j.chemosphere.2015.10.054","title":"Predicting persistence in the sediment compartment with a new automatic software based on the k-Nearest Neighbor (k-NN) algorithm","display_name":"Predicting persistence in the sediment compartment with a new automatic software based on the k-Nearest Neighbor (k-NN) algorithm","publication_year":2015,"publication_date":"2015-10-28","ids":{"openalex":"https://openalex.org/W2175296248","doi":"https://doi.org/10.1016/j.chemosphere.2015.10.054","mag":"2175296248","pmid":"https://pubmed.ncbi.nlm.nih.gov/26517391"},"language":"en","primary_location":{"id":"doi:10.1016/j.chemosphere.2015.10.054","doi":"https://doi.org/10.1016/j.chemosphere.2015.10.054","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.chemosphere.2015.10.054","pdf_url":null,"source":{"id":"https://openalex.org/S203465130","display_name":"Chemosphere","issn_l":"0045-6535","issn":["0045-6535","1879-1298"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Chemosphere","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"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/A5044910112","display_name":"Alberto Manganaro","orcid":"https://orcid.org/0000-0002-0280-7401","observed_orcids":["https://orcid.org/0000-0002-0280-7401"]},"institutions":[{"id":"https://openalex.org/I19630809","display_name":"Mario Negri Institute for Pharmacological Research","ror":"https://ror.org/05aspc753","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I19630809","https://openalex.org/I4210110338","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alberto Manganaro","raw_affiliation_strings":["IRCCS - Istituto di Ricerche Farmacologiche \"Mario Negri\", Laboratory of Environmental Chemistry and Toxicology, Via La Masa, 19, 20159 Milan, Italy; Kode s.r.l, Via Nino Pisano, 14, 56124 Pisa, Italy. Electronic address: alberto.manganaro@marionegri.it","IRCCS \u2013 Istituto di Ricerche Farmacologiche \"Mario Negri\", Laboratory of Environmental Chemistry and Toxicology, Via La Masa, 19, 20159 Milan, Italy","Kode s.r.l, Via Nino Pisano, 14, 56124 Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRCCS - Istituto di Ricerche Farmacologiche \"Mario Negri\", Laboratory of Environmental Chemistry and Toxicology, Via La Masa, 19, 20159 Milan, Italy; Kode s.r.l, Via Nino Pisano, 14, 56124 Pisa, Italy. Electronic address: alberto.manganaro@marionegri.it","institution_ids":["https://openalex.org/I19630809"]},{"raw_affiliation_string":"IRCCS \u2013 Istituto di Ricerche Farmacologiche \"Mario Negri\", Laboratory of Environmental Chemistry and Toxicology, Via La Masa, 19, 20159 Milan, Italy","institution_ids":["https://openalex.org/I19630809"]},{"raw_affiliation_string":"Kode s.r.l, Via Nino Pisano, 14, 56124 Pisa, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109713954","display_name":"Fabiola Pizzo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I19630809","display_name":"Mario Negri Institute for Pharmacological Research","ror":"https://ror.org/05aspc753","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I19630809","https://openalex.org/I4210110338","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabiola Pizzo","raw_affiliation_strings":["IRCCS - Istituto di Ricerche Farmacologiche \"Mario Negri\", Laboratory of Environmental Chemistry and Toxicology, Via La Masa, 19, 20159 Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRCCS - Istituto di Ricerche Farmacologiche \"Mario Negri\", Laboratory of Environmental Chemistry and Toxicology, Via La Masa, 19, 20159 Milan, Italy","institution_ids":["https://openalex.org/I19630809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059793305","display_name":"Anna Lombardo","orcid":"https://orcid.org/0000-0002-8364-4797","observed_orcids":["https://orcid.org/0000-0002-8364-4797"]},"institutions":[{"id":"https://openalex.org/I19630809","display_name":"Mario Negri Institute for Pharmacological Research","ror":"https://ror.org/05aspc753","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I19630809","https://openalex.org/I4210110338","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Anna Lombardo","raw_affiliation_strings":["IRCCS - Istituto di Ricerche Farmacologiche \"Mario Negri\", Laboratory of Environmental Chemistry and Toxicology, Via La Masa, 19, 20159 Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRCCS - Istituto di Ricerche Farmacologiche \"Mario Negri\", Laboratory of Environmental Chemistry and Toxicology, Via La Masa, 19, 20159 Milan, Italy","institution_ids":["https://openalex.org/I19630809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035130588","display_name":"Alberto Pogliaghi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I19630809","display_name":"Mario Negri Institute for Pharmacological Research","ror":"https://ror.org/05aspc753","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I19630809","https://openalex.org/I4210110338","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Pogliaghi","raw_affiliation_strings":["IRCCS - Istituto di Ricerche Farmacologiche \"Mario Negri\", Laboratory of Environmental Chemistry and Toxicology, Via La Masa, 19, 20159 Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRCCS - Istituto di Ricerche Farmacologiche \"Mario Negri\", Laboratory of Environmental Chemistry and Toxicology, Via La Masa, 19, 20159 Milan, Italy","institution_ids":["https://openalex.org/I19630809"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058133879","display_name":"Emilio Benfenati","orcid":"https://orcid.org/0000-0002-3976-5989","observed_orcids":["https://orcid.org/0000-0002-3976-5989"]},"institutions":[{"id":"https://openalex.org/I19630809","display_name":"Mario Negri Institute for Pharmacological Research","ror":"https://ror.org/05aspc753","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I19630809","https://openalex.org/I4210110338","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emilio Benfenati","raw_affiliation_strings":["IRCCS - Istituto di Ricerche Farmacologiche \"Mario Negri\", Laboratory of Environmental Chemistry and Toxicology, Via La Masa, 19, 20159 Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRCCS - Istituto di Ricerche Farmacologiche \"Mario Negri\", Laboratory of Environmental Chemistry and Toxicology, Via La Masa, 19, 20159 Milan, Italy","institution_ids":["https://openalex.org/I19630809"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5044910112"],"corresponding_institution_ids":["https://openalex.org/I19630809"],"apc_list":{"value":4010,"currency":"USD","value_usd":4010},"apc_paid":null,"fwci":2.5522,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.91826698,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":99},"biblio":{"volume":"144","issue":null,"first_page":"1624","last_page":"1630"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.4004000127315521,"subfield":{"id":"https://openalex.org/subfields/3002","display_name":"Drug Discovery"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.4004000127315521,"subfield":{"id":"https://openalex.org/subfields/3002","display_name":"Drug Discovery"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13092","display_name":"Environmental Chemistry and Analysis","score":0.33149999380111694,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"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/T11948","display_name":"Machine Learning in Materials Science","score":0.058400001376867294,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/virtual-screening","display_name":"virtual screening","score":0.7829999923706055},{"id":"https://openalex.org/keywords/organic-compounds","display_name":"organic compounds","score":0.6499999761581421},{"id":"https://openalex.org/keywords/environmental-fate","display_name":"environmental fate","score":0.5860000252723694},{"id":"https://openalex.org/keywords/similarity-based-prediction","display_name":"similarity-based prediction","score":0.5759999752044678},{"id":"https://openalex.org/keywords/chemical-risk-assessment","display_name":"chemical risk assessment","score":0.3779999911785126}],"concepts":[{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.628170371055603},{"id":"https://openalex.org/C2775905019","wikidata":"https://www.wikidata.org/wiki/Q192572","display_name":"In silico","level":3,"score":0.6119937896728516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5687019228935242},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.5660857558250427},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5605113506317139},{"id":"https://openalex.org/C2781009140","wikidata":"https://www.wikidata.org/wiki/Q7170389","display_name":"Persistence (discontinuity)","level":2,"score":0.5491042137145996},{"id":"https://openalex.org/C164126121","wikidata":"https://www.wikidata.org/wiki/Q766383","display_name":"Quantitative structure\u2013activity relationship","level":2,"score":0.5179709196090698},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5108060836791992},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4278918206691742},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.410078763961792},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.32185161113739014},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2978309988975525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.296006977558136},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.18658727407455444},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14289554953575134},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1074242889881134},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10438650846481323},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08267542719841003},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009930","descriptor_name":"Organic Chemicals","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014874","descriptor_name":"Water Pollutants, Chemical","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019015","descriptor_name":"Geologic Sediments","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.chemosphere.2015.10.054","doi":"https://doi.org/10.1016/j.chemosphere.2015.10.054","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.chemosphere.2015.10.054","pdf_url":null,"source":{"id":"https://openalex.org/S203465130","display_name":"Chemosphere","issn_l":"0045-6535","issn":["0045-6535","1879-1298"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Chemosphere","raw_type":"journal-article"},{"id":"pmid:26517391","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26517391","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Chemosphere","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326661","display_name":"Umweltbundesamt","ror":"https://ror.org/0329ynx05"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1972263188","https://openalex.org/W1975147762","https://openalex.org/W1991983379","https://openalex.org/W2010186586","https://openalex.org/W2043127617","https://openalex.org/W2048431252","https://openalex.org/W2053953225","https://openalex.org/W2066854491","https://openalex.org/W2074677376","https://openalex.org/W2110709060","https://openalex.org/W2112624422","https://openalex.org/W2123946569","https://openalex.org/W2129954051","https://openalex.org/W2130803807","https://openalex.org/W2135964991","https://openalex.org/W2148797284","https://openalex.org/W2149153852","https://openalex.org/W2153100674","https://openalex.org/W2322176628","https://openalex.org/W2621751023"],"related_works":["https://openalex.org/W2233760370","https://openalex.org/W6976760173","https://openalex.org/W4280590666","https://openalex.org/W4213367514","https://openalex.org/W2096810557","https://openalex.org/W2910374050","https://openalex.org/W7139128753","https://openalex.org/W2089341494","https://openalex.org/W2070230278","https://openalex.org/W4308273735"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":5}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}