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ILP
2005
Springer
15 years 6 months ago
Generalization Behaviour of Alkemic Decision Trees
Abstract. This paper is concerned with generalization issues for a decision tree learner for structured data called Alkemy. Motivated by error bounds established in statistical lea...
Kee Siong Ng
CSL
2006
Springer
15 years 4 months ago
On Rational Trees
Rational graphs are a family of graphs defined using labelled rational transducers. Unlike automatic graphs (defined using synchronized transducers) the first order theory of these...
Arnaud Carayol, Christophe Morvan
PAKDD
2004
ACM
186views Data Mining» more  PAKDD 2004»
15 years 6 months ago
CMTreeMiner: Mining Both Closed and Maximal Frequent Subtrees
Abstract. Tree structures are used extensively in domains such as computational biology, pattern recognition, XML databases, computer networks, and so on. One important problem in ...
Yun Chi, Yirong Yang, Yi Xia, Richard R. Muntz
99
Voted
PAMI
2007
166views more  PAMI 2007»
15 years 7 days ago
A Bayesian, Exemplar-Based Approach to Hierarchical Shape Matching
—This paper presents a novel probabilistic approach to hierarchical, exemplar-based shape matching. No feature correspondence is needed among exemplars, just a suitable pairwise ...
Dariu Gavrila
126
Voted
ICDE
2007
IEEE
190views Database» more  ICDE 2007»
15 years 4 months ago
CPS-tree: A Compact Partitioned Suffix Tree for Disk-based Indexing on Large Genome Sequences
Suffix tree is an important data structure for indexing a long sequence (like a genome sequence) or a concatenation of sequences. It finds many applications in practice, especiall...
Swee-Seong Wong, Wing-Kin Sung, Limsoon Wong