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research:satminer [2013/09/30 06:53]
ecoquery [Related publications]
research:satminer [2014/05/12 11:21]
ecoquery [Download]
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 SATMiner is a library for searching interesting patterns using constraint programming/SAT backend.  SATMiner is a library for searching interesting patterns using constraint programming/SAT backend. 
-It is developed as a prototype for the [[http://liris.cnrs.fr/dag|DAG]] project, in collaboration with people at [[http://www.cril.univ-artois.fr/|CRIL]].+It was initially developed as a prototype for the [[http://liris.cnrs.fr/dag|DAG]] project, in collaboration with people at [[http://www.cril.univ-artois.fr/decMining/|CRIL]].
  
 It is currently used as a basis for experiments on SAT/pseudo boolean based pattern mining on: It is currently used as a basis for experiments on SAT/pseudo boolean based pattern mining on:
   * sequences   * sequences
-  * attributes sets in relational data (RLT language)+  * attributes sets in relational data (SatQL language)
  
-The current version is coded in Java and uses [[http://www.sat4j.org/|SAT4J]] and a modified version of [[http://minisat.se/|MiniSat]] as backends. It also uses [[http://boolvar.sourceforge.net/|BoolVar/PB]] for translation of some pseudo-boolean constraints to SAT.+The current version is coded in Java and uses [[http://www.sat4j.org/|SAT4J]] and a modified version of [[http://minisat.se/|MiniSat]] as backends. It also uses the [[http://boolvar.sourceforge.net/|BoolVar/PB]] library, as well as an implementation of [[http://dl.acm.org/citation.cfm?id=1575495|cardinality networks]] for translation of some pseudo-boolean constraints to SAT.
  
 ===== Download ===== ===== Download =====
  
-Upcoming ...+GIT, stable branch: https://liris.cnrs.fr/~ecoquery/satminer.git 
 + 
 +  * {{:research:satminer-2014-04-15.tbz|source}} (2014-04-15, added IF THEN, LIKE, LIMIT to SatQL,  [[http://liris.cnrs.fr/~ecoquery/files/satminer-2014-04-15-with-bench-data.tbz|version including bench datasets]]) 
 +  * {{:research:satminer-2014-02-18.tgz|source}} (2014-02-18, includes Boolvar/PB and a modified version of minisat, fixes compilation problems) 
 +  * {{:research:satminer-2014-02-17.tgz|source}} (2014-02-17, includes Boolvar/PB and a modified version of minisat)
  
 ===== Involved people ===== ===== Involved people =====
   * [[http://liris.cnrs.fr/~ecoquery|Emmanuel Coquery]] (LIRIS)   * [[http://liris.cnrs.fr/~ecoquery|Emmanuel Coquery]] (LIRIS)
   * [[http://www.cril.univ-artois.fr/~jabbour/|Said Jabbour]] (CRIL)   * [[http://www.cril.univ-artois.fr/~jabbour/|Said Jabbour]] (CRIL)
 +  * [[http://liris.cnrs.fr/~jmpetit|Jean-Marc Petit]] (LIRIS)
   * [[http://www.cril.univ-artois.fr/~sais/|Lakhdar Sais]] (CRIL)   * [[http://www.cril.univ-artois.fr/~sais/|Lakhdar Sais]] (CRIL)
  
 ===== Related publications ===== ===== Related publications =====
  
-  * Emmanuel Coquery, Saïd Jabbour, Lakhdar Saïs, Yakoub Salhi: //A SAT-Based Approach for Discovering Frequent, Closed and Maximal Patterns in a Sequence//. ECAI 2012: 258-263 {{:research:ecai2012046.pdf|pdf}}+  * Emmanuel Coquery, Saïd Jabbour, Lakhdar Saïs, Yakoub Salhi: //A SAT-Based Approach for Discovering Frequent, Closed and Maximal Patterns in a Sequence//[[http://www.lirmm.fr/ecai2012/|ECAI 2012]]: 258-263 {{:research:ecai2012046.pdf|pdf}}
   * Emmanuel Coquery, Jean-Marc Petit, Lakhdar Sais: //Using SAT and SQL for Pattern Mining in relational databases//. [[http://cocomile.disi.unitn.it/2012/index.html|First workshop on COmbining COnstraint solving with MIning and LEarning]], 2012. {{:research:rl_sql_sat.pdf|pdf}}   * Emmanuel Coquery, Jean-Marc Petit, Lakhdar Sais: //Using SAT and SQL for Pattern Mining in relational databases//. [[http://cocomile.disi.unitn.it/2012/index.html|First workshop on COmbining COnstraint solving with MIning and LEarning]], 2012. {{:research:rl_sql_sat.pdf|pdf}}
-  * Emmanuel Coquery, Saïd Jabbour, Lakhdar Sais: //A Constraint Programming Approach for Enumerating Motifs in a Sequence//. ICDM Workshops 2011: 1091-1097 ({{:research:wdpm2011wks.pdf|pdf}})+  * Emmanuel Coquery, Saïd Jabbour, Lakhdar Sais: //A Constraint Programming Approach for Enumerating Motifs in a Sequence//[[http://liris.cnrs.fr/wdpm2011/|ICDM Workshops 2011, WDPM]]: 1091-1097 {{:research:wdpm2011wks.pdf|pdf}}