{"id":"https://openalex.org/W2773064142","doi":"https://doi.org/10.1109/soli.2017.8121001","title":"A pre-process clustering methods for the waste collection problem","display_name":"A pre-process clustering methods for the waste collection problem","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2773064142","doi":"https://doi.org/10.1109/soli.2017.8121001","mag":"2773064142"},"language":"en","primary_location":{"id":"doi:10.1109/soli.2017.8121001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/soli.2017.8121001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)","raw_type":"proceedings-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/A5004472843","display_name":"Angelo Parchitelli","orcid":"https://orcid.org/0000-0001-8776-8677"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Angelo Parchitelli","raw_affiliation_strings":["Department of Electrical & Information Engineering, Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Information Engineering, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013299761","display_name":"Francesco Nocera","orcid":"https://orcid.org/0000-0002-7899-4952"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Nocera","raw_affiliation_strings":["Department of Electrical & Information Engineering, Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Information Engineering, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074281215","display_name":"Giorgio Iacobellis","orcid":null},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giorgio Iacobellis","raw_affiliation_strings":["Department of Electrical & Information Engineering, Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Information Engineering, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059683769","display_name":"Marina Mongiello","orcid":"https://orcid.org/0000-0002-1477-1434"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marina Mongiello","raw_affiliation_strings":["Department of Electrical & Information Engineering, Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Information Engineering, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034668928","display_name":"Tommaso Di Noia","orcid":"https://orcid.org/0000-0002-0939-5462"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tommaso Di Noia","raw_affiliation_strings":["Department of Electrical & Information Engineering, Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Information Engineering, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051474976","display_name":"Eugenio Di Sciascio","orcid":"https://orcid.org/0000-0002-5484-9945"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eugenio Di Sciascio","raw_affiliation_strings":["Department of Electrical & Information Engineering, Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Information Engineering, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5004472843"],"corresponding_institution_ids":["https://openalex.org/I68618741"],"apc_list":null,"apc_paid":null,"fwci":0.4906,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71792846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"242","last_page":"247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11108","display_name":"Municipal Solid Waste Management","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"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/T11108","display_name":"Municipal Solid Waste Management","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9700999855995178,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.7516918182373047},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6822643280029297},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6368995904922485},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.6331170201301575},{"id":"https://openalex.org/keywords/waste-collection","display_name":"Waste collection","score":0.6245956420898438},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.533200204372406},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5035275816917419},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4744243025779724},{"id":"https://openalex.org/keywords/municipal-solid-waste","display_name":"Municipal solid waste","score":0.4442906975746155},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.435608446598053},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.42313629388809204},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3914763927459717},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3544284999370575},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2202836573123932},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20591473579406738},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.16248008608818054},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14212137460708618},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11781108379364014}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7516918182373047},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6822643280029297},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6368995904922485},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6331170201301575},{"id":"https://openalex.org/C521786372","wikidata":"https://www.wikidata.org/wiki/Q1324934","display_name":"Waste collection","level":3,"score":0.6245956420898438},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.533200204372406},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5035275816917419},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4744243025779724},{"id":"https://openalex.org/C75779659","wikidata":"https://www.wikidata.org/wiki/Q18538","display_name":"Municipal solid waste","level":2,"score":0.4442906975746155},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.435608446598053},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.42313629388809204},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3914763927459717},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3544284999370575},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2202836573123932},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20591473579406738},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.16248008608818054},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14212137460708618},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11781108379364014},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/soli.2017.8121001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/soli.2017.8121001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W194017790","https://openalex.org/W1501500081","https://openalex.org/W1533173687","https://openalex.org/W1585671262","https://openalex.org/W1984528759","https://openalex.org/W1992419399","https://openalex.org/W2019234393","https://openalex.org/W2030724586","https://openalex.org/W2034331023","https://openalex.org/W2035669651","https://openalex.org/W2041841351","https://openalex.org/W2094517468","https://openalex.org/W2099449314","https://openalex.org/W2100817036","https://openalex.org/W2110330194","https://openalex.org/W2119366030","https://openalex.org/W2131350514","https://openalex.org/W2132914434","https://openalex.org/W2155074104","https://openalex.org/W2165874743","https://openalex.org/W2883460582","https://openalex.org/W3125570340","https://openalex.org/W3140659434","https://openalex.org/W6655454718","https://openalex.org/W6684578312"],"related_works":["https://openalex.org/W3200375535","https://openalex.org/W2370024369","https://openalex.org/W2370337183","https://openalex.org/W2493282588","https://openalex.org/W2375011158","https://openalex.org/W2561968934","https://openalex.org/W2013376601","https://openalex.org/W2217524642","https://openalex.org/W2377447816","https://openalex.org/W4367023757"],"abstract_inverted_index":{"Modern":[0],"cities":[1],"produce":[2],"larger":[3],"amounts":[4],"of":[5,77,85,131,164],"waste":[6,21],"causing":[7],"profound":[8],"negative":[9],"impacts":[10],"on":[11,153],"our":[12,145],"natural":[13],"environment.":[14],"For":[15],"this":[16,89],"reason,":[17],"processes":[18],"related":[19,51,73],"to":[20,43,48,70,74,99,116,127],"collection,":[22],"transportation,":[23],"transformation":[24],"and":[25,32,57,83,111,138],"final":[26,123],"disposal":[27],"have":[28,42],"increased":[29],"their":[30],"importance":[31],"major":[33],"adequacy":[34],"is":[35],"desirable.":[36],"Several":[37],"Waste":[38,58],"Management":[39],"(WM)":[40],"problems":[41,72],"be":[44],"solved":[45],"in":[46,64,97,114,147,161],"order":[47,98,115,126],"obtain":[49],"efficient":[50],"services.":[52],"Traditional":[53],"Vehicle":[54],"Routing":[55],"Problem":[56,60],"Collection":[59],"solution":[61,96],"approaches":[62],"presented":[63],"the":[65,78,86,122,129,132,162],"literature":[66],"are":[67],"not":[68],"suitable":[69],"face":[71],"specific":[75],"topology":[76],"city,":[79],"districts,":[80],"street":[81,107,109],"dimension":[82,110],"shape":[84],"clusters.":[87],"In":[88,125],"paper":[90],"we":[91,135,143],"propose":[92],"a":[93,148,154,159],"pre-process":[94],"cluster":[95,118],"take":[100],"into":[101],"account":[102],"different":[103],"information":[104],"such":[105],"as":[106],"names,":[108],"civic":[112],"number":[113],"create":[117],"more":[119],"acceptable":[120],"by":[121],"users.":[124],"show":[128],"effectiveness":[130],"proposed":[133],"methodology,":[134],"compare":[136],"hierarchical":[137],"spectral":[139],"clustering-based":[140],"algorithms.":[141],"Finally,":[142],"apply":[144],"proposal":[146],"real":[149],"case":[150],"study":[151],"based":[152],"data":[155],"set":[156],"extracted":[157],"from":[158],"city":[160],"north-east":[163],"Italy.":[165]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}