{"id":"https://openalex.org/W2093778246","doi":"https://doi.org/10.1109/nabic.2013.6617862","title":"Datamining techniques and swarm intelligence for problem solving: Application to SAT","display_name":"Datamining techniques and swarm intelligence for problem solving: Application to SAT","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2093778246","doi":"https://doi.org/10.1109/nabic.2013.6617862","mag":"2093778246"},"language":"en","primary_location":{"id":"doi:10.1109/nabic.2013.6617862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2013.6617862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 World Congress on Nature and Biologically Inspired Computing","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/A5045715820","display_name":"Habiba Drias","orcid":"https://orcid.org/0000-0001-7287-5170"},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]},{"id":"https://openalex.org/I192268740","display_name":"University of Algiers Benyoucef Benkhedda","ror":"https://ror.org/011r6gp69","country_code":"DZ","type":"education","lineage":["https://openalex.org/I192268740"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Habiba Drias","raw_affiliation_strings":["Computer Science Department, LRIA, University of Science and Technology Houari Boumediene, Algiers, Algeria","Comput. Sci. Dept., USTHB, Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, LRIA, University of Science and Technology Houari Boumediene, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]},{"raw_affiliation_string":"Comput. Sci. Dept., USTHB, Algiers, Algeria","institution_ids":["https://openalex.org/I192268740","https://openalex.org/I157169809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067637411","display_name":"C\u00e9lia Hir\u00e8che","orcid":"https://orcid.org/0000-0002-8300-4917"},"institutions":[{"id":"https://openalex.org/I192268740","display_name":"University of Algiers Benyoucef Benkhedda","ror":"https://ror.org/011r6gp69","country_code":"DZ","type":"education","lineage":["https://openalex.org/I192268740"]},{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Celia Hireche","raw_affiliation_strings":["Computer Science Department, LRIA, University of Science and Technology Houari Boumediene, Algiers, Algeria","Comput. Sci. Dept., USTHB, Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, LRIA, University of Science and Technology Houari Boumediene, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]},{"raw_affiliation_string":"Comput. Sci. Dept., USTHB, Algiers, Algeria","institution_ids":["https://openalex.org/I192268740","https://openalex.org/I157169809"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059251419","display_name":"Ameur Douib","orcid":null},"institutions":[{"id":"https://openalex.org/I192268740","display_name":"University of Algiers Benyoucef Benkhedda","ror":"https://ror.org/011r6gp69","country_code":"DZ","type":"education","lineage":["https://openalex.org/I192268740"]},{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ameur Douib","raw_affiliation_strings":["Computer Science Department, LRIA, University of Science and Technology Houari Boumediene, Algiers, Algeria","Comput. Sci. Dept., USTHB, Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, LRIA, University of Science and Technology Houari Boumediene, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]},{"raw_affiliation_string":"Comput. Sci. Dept., USTHB, Algiers, Algeria","institution_ids":["https://openalex.org/I192268740","https://openalex.org/I157169809"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045715820"],"corresponding_institution_ids":["https://openalex.org/I157169809","https://openalex.org/I192268740"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.10512964,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7","issue":null,"first_page":"200","last_page":"206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9952999949455261,"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"}},"topics":[{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9952999949455261,"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"}},{"id":"https://openalex.org/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9915000200271606,"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":0.7003663182258606},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6845921277999878},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6162642240524292},{"id":"https://openalex.org/keywords/boolean-satisfiability-problem","display_name":"Boolean satisfiability problem","score":0.5313723087310791},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.4819585978984833},{"id":"https://openalex.org/keywords/satisfiability","display_name":"Satisfiability","score":0.4616177976131439},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.44842061400413513},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4139099419116974},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.39071398973464966},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3702596426010132},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.27552229166030884}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7003663182258606},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6845921277999878},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6162642240524292},{"id":"https://openalex.org/C6943359","wikidata":"https://www.wikidata.org/wiki/Q875276","display_name":"Boolean satisfiability problem","level":2,"score":0.5313723087310791},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.4819585978984833},{"id":"https://openalex.org/C168773769","wikidata":"https://www.wikidata.org/wiki/Q1350299","display_name":"Satisfiability","level":2,"score":0.4616177976131439},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.44842061400413513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4139099419116974},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39071398973464966},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3702596426010132},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.27552229166030884},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nabic.2013.6617862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2013.6617862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 World Congress on Nature and Biologically Inspired Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5899999737739563,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W30950413","https://openalex.org/W127040706","https://openalex.org/W153643573","https://openalex.org/W1549449731","https://openalex.org/W1586677474","https://openalex.org/W1625328905","https://openalex.org/W1667614912","https://openalex.org/W1787074469","https://openalex.org/W2001859357","https://openalex.org/W2011039300","https://openalex.org/W2017127020","https://openalex.org/W2036265926","https://openalex.org/W2057361103","https://openalex.org/W2062897452","https://openalex.org/W2096307462","https://openalex.org/W2140190241","https://openalex.org/W2142785340","https://openalex.org/W2476096155","https://openalex.org/W4206807714","https://openalex.org/W6601276527","https://openalex.org/W6605191500","https://openalex.org/W6610072603","https://openalex.org/W6636433228","https://openalex.org/W6637229586","https://openalex.org/W6638020115","https://openalex.org/W6659573362","https://openalex.org/W6666309753","https://openalex.org/W6674427772","https://openalex.org/W6680704940"],"related_works":["https://openalex.org/W3176904788","https://openalex.org/W21597398","https://openalex.org/W2091617677","https://openalex.org/W4298153058","https://openalex.org/W2408080066","https://openalex.org/W2268872489","https://openalex.org/W1913543287","https://openalex.org/W2014111643","https://openalex.org/W2963044240","https://openalex.org/W2076399409"],"abstract_inverted_index":{"Solving":[0],"NP-complete":[1],"problems":[2,24],"is":[3,55,66,101],"one":[4],"of":[5,52,61,106,124],"the":[6,19,27,58,62,92,97,104,107,118],"most":[7],"important":[8],"research":[9],"areas":[10],"nowadays.":[11],"Several":[12],"studies":[13],"have":[14,43],"been":[15,44],"held":[16],"to":[17,46,82,90,102],"shed":[18],"light":[20],"on":[21,26,57],"these":[22,53],"complex":[23],"and":[25,37,41,112,115],"satisfiability":[28],"problem":[29,73,108],"especially.":[30],"Exact":[31],"methods":[32,54],"being":[33],"limited":[34],"by":[35,85,109],"time":[36],"space,":[38],"bio-inspired":[39],"approaches":[40],"meta-heuristics":[42],"developed":[45],"overcome":[47],"this":[48,83],"drawback.":[49],"The":[50,99],"effectiveness":[51],"based":[56],"judicious":[59],"exploration":[60],"search":[63,93],"area,":[64],"which":[65],"not":[67],"always":[68],"obvious,":[69],"especially":[70],"for":[71],"large":[72],"instances.":[74],"Our":[75],"work":[76],"consists":[77],"in":[78],"proposing":[79],"an":[80],"alternative":[81],"issue":[84],"considering":[86],"data":[87],"mining":[88],"techniques":[89],"explore":[91],"space":[94],"before":[95],"solving":[96,117],"instance.":[98],"idea":[100],"reduce":[103],"complexity":[105],"clustering":[110],"clauses":[111],"hence":[113],"variables":[114],"afterwards":[116],"clusters":[119],"with":[120],"a":[121],"smaller":[122],"number":[123],"variables.":[125]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}