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EUROGP
2005
Springer
118views Optimization» more  EUROGP 2005»
16 years 21 days ago
GP-Robocode: Using Genetic Programming to Evolve Robocode Players
Abstract. This paper describes the first attempt to introduce evolutionarily designed players into the international Robocode league, a simulationbased game wherein robotic tanks ...
Yehonatan Shichel, Eran Ziserman, Moshe Sipper
GECCO
2005
Springer
136views Optimization» more  GECCO 2005»
16 years 21 days ago
Preventing overfitting in GP with canary functions
Overfitting is a fundamental problem of most machine learning techniques, including genetic programming (GP). Canary functions have been introduced in the literature as a concept ...
Nate Foreman, Matthew P. Evett
GECCO
2005
Springer
140views Optimization» more  GECCO 2005»
16 years 21 days ago
Stock prediction based on financial correlation
In this paper, we propose a neuro-genetic stock prediction system based on financial correlation between companies. A number of input variables are produced from the relatively h...
Yung-Keun Kwon, Sung-Soon Choi, Byung Ro Moon
SCIA
2005
Springer
211views Image Analysis» more  SCIA 2005»
16 years 20 days ago
Perception-Action Based Object Detection from Local Descriptor Combination and Reinforcement Learning
This work proposes to learn visual encodings of attention patterns that enables sequential attention for object detection in real world environments. The system embeds a saccadic d...
Lucas Paletta, Gerald Fritz, Christin Seifert
VLDB
2005
ACM
81views Database» more  VLDB 2005»
16 years 20 days ago
Flexible Database Generators
Evaluation and applicability of many database techniques, ranging from access methods, histograms, and optimization strategies to data normalization and mining, crucially depend o...
Nicolas Bruno, Surajit Chaudhuri