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FLAIRS
2006
13 years 6 months ago
Generalized Entropy for Splitting on Numerical Attributes in Decision Trees
Decision Trees are well known for their training efficiency and their interpretable knowledge representation. They apply a greedy search and a divide-and-conquer approach to learn...
Mingyu Zhong, Michael Georgiopoulos, Georgios C. A...
FLAIRS
2006
13 years 6 months ago
Which Dynamic Constraint Problems Can Be Solved By Ants?
There exist a number of algorithms that can solve dynamic constraint satisfaction/optimization problems (DynCSPs or DynCOPs). Because of the large variety in the characteristics o...
Koenraad Mertens, Tom Holvoet, Yolande Berbers
FLAIRS
2006
13 years 6 months ago
Improving Modularity in Genetic Programming Using Graph-Based Data Mining
We propose to improve the efficiency of genetic programming, a method to automatically evolve computer programs. We use graph-based data mining to identify common aspects of highl...
Istvan Jonyer, Akiko Himes
FLAIRS
2006
13 years 6 months ago
Developing Active Sensor Networks with Micro Mobile Robots: Distributed Node Localization
A new sensor network architecture called active sensor network (ASN) is proposed in this paper. By integrating multiple small, sensor network-friendly mobile robots into a traditi...
Weihua Sheng, Girma S. Tewolde
FLAIRS
2006
13 years 6 months ago
AiboConnect: A Simple Programming Environment for Robotics
Eric Chown, Greydon T. Foil, Henry Work, Yi Zhuang
FLAIRS
2006
13 years 6 months ago
An Idiomatic Plucked String Player
We are developing systems which play music on synthesized plucked strings instruments idiomatically. The present paper introduces a system focusing on the acoustic guitar. The sys...
Leandro Lesqueves Costalonga, Eduardo Reck Miranda...
FLAIRS
2006
13 years 6 months ago
The Semantics of Backing Up (Or: What to do with Prepositions and Particles?)
The paper discusses the lexical description and runtime disambiguation of homographous prepositions and verbal particles in English using the Ontological Semantic (OntoSem) text p...
Marjorie McShane, Stephen Beale, Sergei Nirenburg
FLAIRS
2006
13 years 6 months ago
Mining the Web to Determine Similarity Between Words, Objects, and Communities
The World Wide Web provides a wealth of data that can be harnessed to help improve information retrieval and increase understanding of the relationships between different entities...
Mehran Sahami
FLAIRS
2006
13 years 6 months ago
Using Enhanced Concept Map for Student Modeling in Programming Tutors
We have been using the concept map of the domain, enhanced with pedagogical concepts called learning objectives, as the overlay student model in our intelligent tutors for program...
Amruth N. Kumar
FLAIRS
2006
13 years 6 months ago
Sublanguage Analysis Applied to Trouble Tickets
Elizabeth D. Liddy, Svetlana Symonenko, Steven Row...