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MCS
2004
Springer
15 years 12 months ago
An Empirical Comparison of Hierarchical vs. Two-Level Approaches to Multiclass Problems
The ECOC framework provides a powerful and popular method for solving multiclass problems using a multitude of binary classifiers. We had recently introduced the Binary Hierarchica...
Suju Rajan, Joydeep Ghosh
PR
2006
76views more  PR 2006»
15 years 6 months ago
A pattern recognition-based approach for phylogenetic network construction with constrained recombination
The tree representation of evolutionary relationship oversimplifies the view of the process of evolution as it cannot take into account the events such as horizontal gene transfer...
M. A. H. Zahid, Ankush Mittal, Ramesh Chandra Josh...
CIARP
2010
Springer
15 years 1 months ago
Color Texture Analysis and Classification: An Agent Approach Based on Partially Self-avoiding Deterministic Walks
Abstract. Recently, we have proposed a novel approach of texture analysis that has overcome most of the state-of-art methods. This method considers independent walkers, with a give...
André Ricardo Backes, Alexandre Souto Marti...
CVPR
2005
IEEE
16 years 8 months ago
Object Recognition with Features Inspired by Visual Cortex
We introduce a novel set of features for robust object recognition. Each element of this set is a complex feature obtained by combining position- and scale-tolerant edgedetectors ...
Thomas Serre, Lior Wolf, Tomaso Poggio
EPIA
2009
Springer
16 years 1 months ago
Intention Recognition via Causal Bayes Networks Plus Plan Generation
Abstract. In this paper, we describe a novel approach to tackle intention recognition, by combining dynamically configurable and situation-sensitive Causal Bayes Networks plus pla...
Luís Moniz Pereira, Han The Anh