International audienceThe aim of this paper is to model and mine patterns combining several local patterns (n-ary patterns). First, the user expresses his/her query under constraints involving n-ary patterns. Second, a constraint solver generates the correct and complete set of solutions. This approach enables to model in a flexible way sets of constraints combining several local patterns and it leads to discover patterns of higher level. Experiments show the feasibility and the interest of our approach
Our goal is to design and develop a principled approach to generic constraint-based pattern mining o...
We introduce the problem of k-pattern set mining, concerned with finding a set of k related patterns...
International audienceSet pattern discovery from binary relations has been extensively studied durin...
International audienceThe aim of this paper is to model and mine patterns combining several local pa...
International audienceThe aim of this paper is to model and mine patterns combining several local pa...
International audienceThe aim of this paper is to model and mine patterns combining several local pa...
International audienceA well-known limitation of a lot of data mining methods is the huge number of ...
International audienceA well-known limitation of a lot of data mining methods is the huge number of ...
International audienceA well-known limitation of a lot of data mining methods is the huge number of ...
International audienceA well-known limitation of a lot of data mining methods is the huge number of ...
Until recently, data mining and Constraint Programming have been developed separately one from the o...
Until recently, data mining and Constraint Programming have been developed separately one from the o...
Until recently, data mining and Constraint Programming have been developed separately one from the o...
We present a novel method for mining local patterns from multi-relational data in which relationship...
We present a novel method for mining local patterns from multi-relational data in which relationship...
Our goal is to design and develop a principled approach to generic constraint-based pattern mining o...
We introduce the problem of k-pattern set mining, concerned with finding a set of k related patterns...
International audienceSet pattern discovery from binary relations has been extensively studied durin...
International audienceThe aim of this paper is to model and mine patterns combining several local pa...
International audienceThe aim of this paper is to model and mine patterns combining several local pa...
International audienceThe aim of this paper is to model and mine patterns combining several local pa...
International audienceA well-known limitation of a lot of data mining methods is the huge number of ...
International audienceA well-known limitation of a lot of data mining methods is the huge number of ...
International audienceA well-known limitation of a lot of data mining methods is the huge number of ...
International audienceA well-known limitation of a lot of data mining methods is the huge number of ...
Until recently, data mining and Constraint Programming have been developed separately one from the o...
Until recently, data mining and Constraint Programming have been developed separately one from the o...
Until recently, data mining and Constraint Programming have been developed separately one from the o...
We present a novel method for mining local patterns from multi-relational data in which relationship...
We present a novel method for mining local patterns from multi-relational data in which relationship...
Our goal is to design and develop a principled approach to generic constraint-based pattern mining o...
We introduce the problem of k-pattern set mining, concerned with finding a set of k related patterns...
International audienceSet pattern discovery from binary relations has been extensively studied durin...