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» Efficient learning algorithms for changing environments
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ICML
1996
IEEE
16 years 4 months ago
Passive Distance Learning for Robot Navigation
Autonomous mobile robots need good models of their environment, sensors and actuators to navigate reliably and efficiently. While this information can be supplied by humans, or le...
Sven Koenig, Reid G. Simmons
ITCC
2005
IEEE
15 years 9 months ago
Simulation of Mobility and Routing in Ad Hoc Networks using Ant Colony Algorithms
Mobile Ad-hoc Networks (MANET’s) have recently attracted a lot of attention in the research community as well as the industry. This technology has become increasingly important ...
Tarek H. Ahmed
SDM
2010
SIAM
184views Data Mining» more  SDM 2010»
15 years 5 months ago
A Robust Decision Tree Algorithm for Imbalanced Data Sets
We propose a new decision tree algorithm, Class Confidence Proportion Decision Tree (CCPDT), which is robust and insensitive to class distribution and generates rules which are st...
Wei Liu, Sanjay Chawla, David A. Cieslak, Nitesh V...
IEAAIE
2004
Springer
15 years 9 months ago
Machine Learning Approaches for Inducing Student Models
The main issue in e-learning is student modelling, i.e. the analysis of a student’s behaviour and prediction of his/her future behaviour and learning performance. Indeed, it is d...
Oriana Licchelli, Teresa Maria Altomare Basile, Ni...
EUROGP
1999
Springer
151views Optimization» more  EUROGP 1999»
15 years 8 months ago
Phenotype Plasticity in Genetic Programming: A Comparison of Darwinian and Lamarckian Inheritance Schemes
Abstract We consider a form of phenotype plasticity in Genetic Programming (GP). This takes the form of a set of real-valued numerical parameters associated with each individual, a...
Anna Esparcia-Alcázar, Ken Sharman