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» Constraint Reasoning with Uncertain Data Using CDF-Intervals
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ICTAI
2007
IEEE
14 years 1 months ago
Conceptual Clustering Categorical Data with Uncertainty
Many real datasets have uncertain categorical attribute values that are only approximately measured or imputed. Uncertainty in categorical data is commonplace in many applications...
Yuni Xia, Bowei Xi
WLP
2004
Springer
14 years 12 days ago
Deductive and Inductive Reasoning on Spatio-Temporal Data
Abstract. We present a framework for a declarative approach to spatiotemporal reasoning on geographical data, based on the constraint logical language STACLP, which offers deducti...
Mirco Nanni, Alessandra Raffaetà, Chiara Re...
COGSCI
2006
127views more  COGSCI 2006»
13 years 7 months ago
Decision Making and Confidence Given Uncertain Advice
We study human decision making in a simple forced-choice task that manipulates the frequency and accuracy of available information. Empirically, we find that people make decisions...
Michael D. Lee, Matthew J. Dry
AIME
2003
Springer
14 years 9 days ago
Constraint Reasoning in Deep Biomedical Models
Objective: Deep biomedical models are often expressed by means of differential equations. Despite their expressive power, they are difficult to reason about and make decisions, g...
Jorge Cruz, Pedro Barahona
ICDE
2009
IEEE
170views Database» more  ICDE 2009»
14 years 8 months ago
Semantics of Ranking Queries for Probabilistic Data and Expected Ranks
Abstract-- When dealing with massive quantities of data, topk queries are a powerful technique for returning only the k most relevant tuples for inspection, based on a scoring func...
Graham Cormode, Feifei Li, Ke Yi