Uncertain Advances

Managing and Mining Uncertain Data ADVANCES IN DATABASE SYSTEMS

In recent years, uncertain data has become ubiquitous because of new technologies for collecting data which can only measure and collect the data in an imprecise way. Furthermore, many technologies such as privacy-preserving data mining create data which is inherently uncertain in nature. As a result there is a need for tools and techniques for mining and managing uncertain data. This chapter d...

Advances in Probabilistic Databases for Uncertain Information Management

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Advances in Real-Time Optimization of Uncertain Process Systems

The steadily increasing need for optimal operation of plants and processes with respect to economic and ecological requirements has led to a manifold of research efforts in the field of real-time optimization (RTO) of uncertain process systems. Recent advances on RTO include conditions guaranteeing plant optimality upon convergence based on first-order modification of the optimization problem; ...

Uncertain Inferences and Uncertain Conclusions

Uncertainty may be taken to characterize in­ ferences, their conclusions, their premises or all three. Under some treatments of uncer­ tainty, the inference itself is never character­ ized by uncertainty. We explore both the sig­ nificance of uncertainty in the premises and in the conclusion of an argument that in­ volves uncertainty. We argue that for un­ certainty to characterize the conclusi...

Advances in Targeted Drug Delivery