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FLAIRS
2000
14 years 1 months ago
Validation Method for Intelligent Systems
Knowledgeincorporated intelligent solving methodsare prevailing in practical planningandschedulingbecauseof the large problemsize and complexconstraints. However,when intelligent ...
Setsuo Tsuruta, Takashi Onoyama, Sen Kubota, Kazuk...
FLAIRS
2000
14 years 1 months ago
Fundamental Properties of the Core Matching Functions for Information Retrieval
Traditional benchmarking methods for information retrieval (IR) are based on experimental performance evaluation. Although the metrics precision and recall can measure the perform...
Dawei Song, Kam-Fai Wong, Peter Bruza, Chun Hung C...
FLAIRS
2000
14 years 1 months ago
Systematic Treatment of Failures Using Multilayer Perceptrons
This paper discusses the empirical evaluation of improving generalization performance of neural networks by systematic treatment of training and test failures. As a result of syst...
Fadzilah Siraj, Derek Partridge
FLAIRS
2000
14 years 1 months ago
Zooming in on Trade-Offs in Qualitative Probabilistic Networks
Qualitative probabilistic networks have been designed for probabilistic reasoning in a qualitative way. As a consequence of their coarse level of representation detail, qualitativ...
Silja Renooij, Linda C. van der Gaag, Shaw Green, ...
FLAIRS
2000
14 years 1 months ago
Independence Semantics for BKBs
Bayesian KnowledgeBases (BKB)are a rule-based probabilistic modelthat extend BayesNetworks(BN), by allowing context-sensitive independenceand cycles in the directed graph. BKBshav...
Solomon Eyal Shimony, Eugene Santos Jr., Tzachi Ro...
FLAIRS
2000
14 years 1 months ago
Use of Data Mining on Satellite Data Bases for Knowledge Extraction
Extracting knowledge from existing sources of information is a key development area to unlock previously unknown relationships between specific data points. Data mining is a techn...
Lance Self
FLAIRS
2000
14 years 1 months ago
Using Learning in a Control Agent
James J. Pomykalski, James Madison
FLAIRS
2000
14 years 1 months ago
An Ontology as Domain Model in a Web-Based Educational System for Prolog
In the first section wegive a very short surveyon current researchon web-basededucationalsystemsand relatedproblems.Inthesecondsectionwearguethat knowledgerepresentationandontolog...
Christoph Peylo, Wilfried Teiken, Claus-Rainer Rol...