44 citations · 94 across the 18 of their papers we have counts for
6 papers · 1 filter
Knowledge-Based Matching of -ary Tuples
Pierre Monnin, Miguel Couceiro, Amedeo Napoli +1
An increasing number of data and knowledge sources are accessible by human and software agents in the expanding Semantic Web. Sources may differ in granularity or completeness, and…
Mining Best Closed Itemsets for Projection-antimonotonic Constraints in Polynomial Time
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
The exponential explosion of the set of patterns is one of the main challenges in pattern mining. This challenge is approached by introducing a constraint for pattern selection. On…
Fast Generation of Best Interval Patterns for Nonmonotonic Constraints
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
In pattern mining, the main challenge is the exponential explosion of the set of patterns. Typically, to solve this problem, a constraint for pattern selection is introduced. One o…
On mining complex sequential data by means of FCA and pattern structures
Aleksey Buzmakov, Elias Egho, Nicolas Jay +3
Nowadays data sets are available in very complex and heterogeneous ways. Mining of such data collections is essential to support many real-world applications ranging from healthcar…
Case Base Mining for Adaptation Knowledge Acquisition
Mathieu D'Aquin, Fadi Badra, Sandrine Lafrogne +3
In case-based reasoning, the adaptation of a source case in order to solve the target problem is at the same time crucial and difficult to implement. The reason for this difficulty…
Adaptation Knowledge Discovery from a Case Base
Mathieu D'Aquin, Fadi Badra, Sandrine Lafrogne +3
In case-based reasoning, the adaptation step depends in general on domain-dependent knowledge, which motivates studies on adaptation knowledge acquisition (AKA). CABAMAKA is an AKA…