Despite the great technological advancement experienced in recent years,
Programmable Logic Controllers (PLC) are still used in many applications from the real
world and still play a central role in infrastructure of industrial automation. PLC operate in
the factory-floor level and are responsible typically for implementing logical control,
regulatory control strategies, such as PID and fuzzy-based algorithms, and safety logics.
Usually PLC are interconnected with the supervision level through communication
network, such as Ethernet networks, in order to work in an integrated form....
Over the last decade, a Bayesian network has become a popular representation for
encoding uncertain expert knowledge in expert systems. A Bayesian network is a
graphical model for probabilistic relationships among a set of variables. It is a
graphical model that encodes probabilistic relationships among variables of interest.
When used in conjunction with statistical techniques, the graphical model has several
advantages for data modeling. So what do Bayesian networks and Bayesian methods
have to offer? There are at least four benefits described in the following....
Probabilistic models of sentence comprehension are increasingly relevant to questions concerning human language processing. However, such models are often limited to syntactic factors. This paper introduces a novel sentence processing model that consists of a parser augmented with a probabilistic logic-based model of coreference resolution, which allows us to simulate how context interacts with syntax in a reading task. Our simulations show that a Weakly Interactive cognitive architecture can explain data which had been provided as evidence for the Strongly Interactive hypothesis. ...
With digital evidence, technology is always needed to process the digital data and therefore
the only diﬀerence between a forensic and a non-forensic investigation of digital data is whether
or not the evidence can be used in a court of law. A forensic investigation is a process that uses
science and technology to develop and test theories, which can be entered into a court of law, to
answer questions about events that occurred.