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HIS
2008
13 years 7 months ago
Genetic-Based Synthetic Data Sets for the Analysis of Classifiers Behavior
In this paper, we highlight the use of synthetic data sets to analyze learners behavior under bounded complexity. We propose a method to generate synthetic data sets with a specif...
Núria Macià, Albert Orriols-Puig, Es...
SIGMOD
2008
ACM
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13 years 5 months ago
Why did Jim Gray win the Turing Award?
This short paper is intended to describe for the layman why Jim Gray won so many awards, culminating in his being selected to receive the 1998 ACM Turing Award, arguably the "...
Michael Stonebraker
HIS
2008
13 years 7 months ago
Neural Plasticity and Minimal Topologies for Reward-Based Learning
Artificial Neural Networks for online learning problems are often implemented with synaptic plasticity to achieve adaptive behaviour. A common problem is that the overall learning...
Andrea Soltoggio
HIS
2008
13 years 7 months ago
Solving the Railway Traveling Salesman Problem via a Transformation into the Classical Traveling Salesman Problem
The Railway Traveling Salesman Problem (RTSP) is a practical extension of the classical traveling salesman problem considering a railway network and train schedules. We are given ...
Bin Hu, Günther R. Raidl
HIS
2008
13 years 7 months ago
Clonal Selection-Based Neural Classifier
Artificial Immune Systems (AIS) constitute an emerging and promising field, and have been applied to pattern recognition and classification tasks to a limited extent so far. This ...
Aris Lanaridis, Vasileios Karakasis, Andreas Stafy...