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» An Improved Construction of Progression-Free Sets
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DATAMINE
2010
166views more  DATAMINE 2010»
15 years 16 days ago
Optimal constraint-based decision tree induction from itemset lattices
In this article we show that there is a strong connection between decision tree learning and local pattern mining. This connection allows us to solve the computationally hard probl...
Siegfried Nijssen, Élisa Fromont
116
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CLEIEJ
2002
121views more  CLEIEJ 2002»
15 years 9 days ago
Methodological Approach for Developing a KMS: A Case Study
This article describes the construction of a Knowledge Management System (KMS) by applying fundamental concepts and principles of Software Engineering, such as process, models, me...
Anna Grimán, Teresita Rojas, María A...
117
Voted
PRL
2002
95views more  PRL 2002»
15 years 3 days ago
Dissimilarity representations allow for building good classifiers
In this paper, a classification task on dissimilarity representations is considered. A traditional way to discriminate between objects represented by dissimilarities is the neares...
Elzbieta Pekalska, Robert P. W. Duin
IJAIT
2010
167views more  IJAIT 2010»
14 years 11 months ago
Bee Colony Optimization with Local Search for Traveling Salesman Problem
Many real world industrial applications involve finding a Hamiltonian path with minimum cost. Some instances that belong to this category are transportation routing problem, scan c...
Li-Pei Wong, Malcolm Yoke-Hean Low, Chin Soon Chon...
90
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JMLR
2010
128views more  JMLR 2010»
14 years 11 months ago
On the Rate of Convergence of the Bagged Nearest Neighbor Estimate
Bagging is a simple way to combine estimates in order to improve their performance. This method, suggested by Breiman in 1996, proceeds by resampling from the original data set, c...
Gérard Biau, Frédéric C&eacut...