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ICPR
2010
IEEE
15 years 6 months ago
Simultaneous Segmentation and Modelling of Signals Based on an Equipartition Principle
We propose a general framework for simultaneous segmentation and modelling of signals based on an Equipartition Principle (EP). According to EP, the signal is divided into segment...
Costas Panagiotakis, G. Tziritas
PAKDD
2010
ACM
215views Data Mining» more  PAKDD 2010»
15 years 6 months ago
Mining Closed Episodes from Event Sequences Efficiently
Recent studies have proposed different methods for mining frequent episodes. In this work, we study the problem of mining closed episodes based on minimal occurrences. We study the...
Wenzhi Zhou, Hongyan Liu, Hong Cheng
AAAI
2010
15 years 5 months ago
Filtering Bounded Knapsack Constraints in Expected Sublinear Time
We present a highly efficient incremental algorithm for propagating bounded knapsack constraints. Our algorithm is based on the sublinear filtering algorithm for binary knapsack c...
Yuri Malitsky, Meinolf Sellmann, Radoslaw Szymanek
AAAI
2010
15 years 5 months ago
Task Space Behavior Learning for Humanoid Robots using Gaussian Mixture Models
In this paper a system was developed for robot behavior acquisition using kinesthetic demonstrations. It enables a humanoid robot to imitate constrained reaching gestures directed...
Kaushik Subramanian
ATAL
2010
Springer
15 years 5 months ago
Adversarial planning for large multi-agent simulations
We investigate planning for self-interested agents in large multi-agent simulations. We present two heuristic algorithms that exploit different domain-specific properties in order...
Viliam Lisý