Abstract Efficient Nearest Neighbor Searching for Motion Planning (2008)
Anna Atramentov, Steven M. Lavalle
We present and implement an efficient algorithm for performing nearest-neighbor queries in topological spaces that usually arise in the context of motion planning. Our approach extends the Kd...
Abstract Graph Databases (2008)
Adrian Silvescu, Doina Caragea, Anna Atramentov
Gathering huge amounts of complex information (data and knowledge) is very common nowadays. This calls for the necessity to represent, store and manipulate complex information (e.g. detect...
Abstract Efficient Nearest Neighbor Searching for Motion Planning (2007)
Anna Atramentov, Steven M. Lavalle
We present and implement an efficient algorithm for performing nearest-neighbor queries in topological spaces that usually arise in the context of motion planning. Our approach extends the Kd...
Anna Atramentov, Drena Leigh Dobbs, Yan-bin Jia
Multi-relational decision tree algorithm-implementation and experiments by
Speeding Up Multi-Relational Data Mining (2007)
Anna Atramentov, Vasant Honavar
We present a general approach to speeding up a family of multi-relational data mining algorithms that construct and use selection graphs to obtain the information needed for building predictive...
Multi-relational decision tree algorithm : implementation and experiments / (2003)
This work describes an efficient implementation (MRDTL-2) of the multi-relational decision tree learning algorithm based on the proposal by Knobbe et al. of the multi-relational data mining framework...
A multi-relational decision tree learning algorithm - implementation and experiments (2003)
Anna Atramentov, Hector Leiva, Vasant Honavar
Abstract. We describe an efficient implementation (MRDTL-2) of the Multirelational decision tree learning (MRDTL) algorithm [23] which in turn was based on a proposal by Knobbe et al. [19] We...
A multi-relational decision tree learning algorithm - implementation and experiments (2003)
Anna Atramentov, Hector Leiva, Vasant Honavar
Abstract. We describe an efficient implementation (MRDTL-2) of the Multirelational decision tree learning (MRDTL) algorithm [19] which in turn was based on a proposal by Knobbe et al. [15] We...
Experiments with MRDTL – a multi-relational decision tree learning algorithm (2002)
Hector Leiva, Anna Atramentov, Vasant Honavar
www.cs.iastate.edu/~honavar/aigroup.html Abstract. We describe experiments with an implementation of Multi-relational decision tree learning (MRDTL) algorithm for induction of decision trees from...