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ICML
1998
IEEE
16 years 4 months ago
The Case against Accuracy Estimation for Comparing Induction Algorithms
We analyze critically the use of classi cation accuracy to compare classi ers on natural data sets, providing a thorough investigation using ROC analysis, standard machine learnin...
Foster J. Provost, Tom Fawcett, Ron Kohavi
HICSS
2009
IEEE
123views Biometrics» more  HICSS 2009»
15 years 10 months ago
Health Information Service Adoption: Case of Telemedicine
Health Information Services deal with repository, retrieval and make use of medical information in order to improve service quality and reduce cost. Medical staff, administrative ...
Umit Topacan, Nuri Basoglu, Tugrul U. Daim
SADFE
2009
IEEE
15 years 10 months ago
File Fragment Classification-The Case for Specialized Approaches
Increasingly advances in file carving, memory analysis and network forensics requires the ability to identify the underlying type of a file given only a file fragment. Work to dat...
Vassil Roussev, Simson L. Garfinkel
ICCBR
2009
Springer
15 years 10 months ago
S-Learning: A Model-Free, Case-Based Algorithm for Robot Learning and Control
A model-free, case-based learning and control algorithm called S-learning is described as implemented in a simulation of a light-seeking mobile robot. S-learning demonstrated learn...
Brandon Rohrer
97
Voted
ICCBR
2009
Springer
15 years 10 months ago
Spatial Event Prediction by Combining Value Function Approximation and Case-Based Reasoning
This paper presents a new approach for spatial event prediction that combines a value function approximation algorithm and case-based reasoning predictors. Each of these predictors...
Hua Li, Héctor Muñoz-Avila, Diane Br...