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ICDM
2008
IEEE
106views Data Mining» more  ICDM 2008»
16 years 29 days ago
Boosting Relational Sequence Alignments
The task of aligning sequences arises in many applications. Classical dynamic programming approaches require the explicit state enumeration in the reward model. This is often impr...
Andreas Karwath, Kristian Kersting, Niels Landwehr
ICRA
2008
IEEE
191views Robotics» more  ICRA 2008»
16 years 28 days ago
Combining automated on-line segmentation and incremental clustering for whole body motions
Abstract— This paper describes a novel approach for incremental learning of human motion pattern primitives through on-line observation of human motion. The observed motion time ...
Dana Kulic, Wataru Takano, Yoshihiko Nakamura
ICRA
2008
IEEE
229views Robotics» more  ICRA 2008»
16 years 28 days ago
Learning of moving cast shadows for dynamic environments
Abstract— We propose a novel online framework for detecting moving shadows in video sequences using statistical learning techniques. In this framework, Support Vector Machines ar...
Ajay J. Joshi, Nikolaos Papanikolopoulos
ICRA
2008
IEEE
140views Robotics» more  ICRA 2008»
16 years 28 days ago
Multi-robot routing under limited communication range
Abstract— Teams of mobile robots have been recently proposed as effective means of completing complex missions involving multiple tasks spatially distributed over a large area. A...
Alejandro R. Mosteo, Luis Montano, Michail G. Lago...
IROS
2008
IEEE
203views Robotics» more  IROS 2008»
16 years 27 days ago
Learning equivalent action choices from demonstration
Abstract— In their interactions with the world robots inevitably face equivalent action choices, situations in which multiple actions are equivalently applicable. In this paper, ...
Sonia Chernova, Manuela M. Veloso