Electrical Engineering and Computer Science Scholarly Works: Recent submissions
Now showing items 301-309 of 309
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A haptic display for robotic rehabilitation of stroke
(TSI Press, San Antonio, TX, USA, 2006-07)The effects of stroke are debilitating on the American population. Past studies of robot-aided motor training for survivors have proven to be effective in upper limb motor recovery. However, survivors also suffer from loss ... -
Partition triples: A tool for reduction of data sets
(ACADEMIC PRESS INC JNL-COMP SUBSCRIPTIONS, 1996-12)Data sets discussed in this paper are presented as tables with rows corresponding to examples (entities, objects) and columns to attributes. A partition triple is defined for such a table as a triple of partitions on the ... -
The usefulness of a machine learning approach to knowledge acquisition
(BLACKWELL PUBLISHERS, 1995-05)This paper presents results of experiments showing how machine learning methods are useful for rule induction in the process of knowledge acquisition for expert systems. Four machine learning methods were used: ID3, ID3 ... -
Improving prediction of preterm birth using a new classification scheme and rule induction
(HANLEY & BELFUS INC, 1994)Prediction of preterm birth is a poorly understood domain. The existing manual methods of assessment of preterm birth are 17% - 38% accurate. The machine learning system LERS was used for three different datasets about ... -
Global discretization of continuous attributes as preprocessing for machine learning
(ELSEVIER SCIENCE INC, 1996-11)Real-life data usually are presented in databases by real numbers. On the other hand, most inductive learning methods require a small number of attribute values. Thus it is necessary to convert input data sets with continuous ... -
Entropy of English text: Experiments with humans and a machine learning system based on rough sets
(ELSEVIER SCIENCE INC, 1998-01)The goal of this paper is to show the dependency of the entropy of English text on the subject of the experiment, the type of English text, and the methodology used to estimate the entropy. Claude Shannon first described ... -
Learning communication strategies in multiagent systems
(KLUWER ACADEMIC PUBL, 1998-07)In this paper we describe a dynamic, adaptive communication strategy for multiagent systems. We discuss the behavioral parameters of each agent that need to be computed, and provide a quantitative solution to the problem ... -
ARKTOS: a knowledge engineering software tool for images
(ACADEMIC PRESS LTD ELSEVIER SCIENCE LTD, 2002-12)The goal of our ARKTOS project is to build an intelligent knowledge-based system to classify satellite sea ice images. It involves acquiring knowledge from sea ice experts, quantifying such knowledge as computational ...